Introducing Neural Networks using TensorFlow and Keras Layers

Important if you let this run on Colab switch on the GPU option, because otherwise this part will take quite some time



In [1]:

    
import warnings
warnings.filterwarnings('ignore')



In [2]:

    
%matplotlib inline
%pylab inline
import matplotlib.pyplot as plt









    



Populating the interactive namespace from numpy and matplotlib



In [3]:

    
import pandas as pd
print(pd.__version__)



In [4]:

    
import tensorflow as tf
tf.logging.set_verbosity(tf.logging.ERROR)
print(tf.__version__)



In [5]:

    
# let's see what compute devices we have available, hopefully a GPU 
sess = tf.Session()
devices = sess.list_devices()
for d in devices:
    print(d.name)









    



/job:localhost/replica:0/task:0/device:CPU:0
/job:localhost/replica:0/task:0/device:GPU:0



In [6]:

    
# a small sane check, does tf seem to work ok?
hello = tf.constant('Hello TF!')
print(sess.run(hello))









    



b'Hello TF!'

Loading and preparing our data set for classification



In [7]:

    
!curl -O https://raw.githubusercontent.com/DJCordhose/ai/master/notebooks/manning/data/insurance-customers-1500.csv









    



  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed

  0     0    0     0    0     0      0      0 --:--:-- --:--:-- --:--:--     0
100 26822  100 26822    0     0  85693      0 --:--:-- --:--:-- --:--:-- 85693



In [8]:

    
df = pd.read_csv('./insurance-customers-1500.csv', sep=';')



In [13]:

    
df.head()









    Out[13]:







  
    
      
      max speed
      age
      thousand miles per year
    
  
  
    
      0
      98.0
      44.0
      25.0
    
    
      1
      118.0
      54.0
      24.0
    
    
      2
      111.0
      26.0
      34.0
    
    
      3
      97.0
      25.0
      10.0
    
    
      4
      114.0
      38.0
      22.0



In [15]:

    
df.describe()









    Out[15]:







  
    
      
      max speed
      age
      thousand miles per year
    
  
  
    
      count
      1500.000000
      1500.000000
      1500.000000
    
    
      mean
      122.492667
      44.952667
      30.344000
    
    
      std
      17.604333
      17.191727
      15.463152
    
    
      min
      68.000000
      9.000000
      -21.000000
    
    
      25%
      108.000000
      32.000000
      18.000000
    
    
      50%
      120.000000
      42.000000
      29.000000
    
    
      75%
      137.000000
      55.000000
      42.000000
    
    
      max
      166.000000
      102.000000
      84.000000

First important concept: You train a machine with your data to make it learn the relationship between some input data and a certain label - this is called supervised learning



In [16]:

    
# we deliberately decide this is going to be our label, it is often called lower case y
y=df['group']









    



---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexes\base.py in get_loc(self, key, method, tolerance)
   3077             try:
-> 3078                 return self._engine.get_loc(key)
   3079             except KeyError:

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'group'

During handling of the above exception, another exception occurred:

KeyError                                  Traceback (most recent call last)
<ipython-input-16-0bd1836f5f51> in <module>()
      1 # we deliberately decide this is going to be our label, it is often called lower case y
----> 2 y=df['group']

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\frame.py in __getitem__(self, key)
   2686             return self._getitem_multilevel(key)
   2687         else:
-> 2688             return self._getitem_column(key)
   2689 
   2690     def _getitem_column(self, key):

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\frame.py in _getitem_column(self, key)
   2693         # get column
   2694         if self.columns.is_unique:
-> 2695             return self._get_item_cache(key)
   2696 
   2697         # duplicate columns & possible reduce dimensionality

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\generic.py in _get_item_cache(self, item)
   2487         res = cache.get(item)
   2488         if res is None:
-> 2489             values = self._data.get(item)
   2490             res = self._box_item_values(item, values)
   2491             cache[item] = res

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\internals.py in get(self, item, fastpath)
   4113 
   4114             if not isna(item):
-> 4115                 loc = self.items.get_loc(item)
   4116             else:
   4117                 indexer = np.arange(len(self.items))[isna(self.items)]

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexes\base.py in get_loc(self, key, method, tolerance)
   3078                 return self._engine.get_loc(key)
   3079             except KeyError:
-> 3080                 return self._engine.get_loc(self._maybe_cast_indexer(key))
   3081 
   3082         indexer = self.get_indexer([key], method=method, tolerance=tolerance)

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'group'



In [17]:

    
# since 'group' is now the label we want to predict, we need to remove it from the training data 
df.drop('group', axis='columns', inplace=True)









    



---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
<ipython-input-17-4caca8db03d6> in <module>()
      1 # since 'group' is now the label we want to predict, we need to remove it from the training data
----> 2 df.drop('group', axis='columns', inplace=True)

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\frame.py in drop(self, labels, axis, index, columns, level, inplace, errors)
   3695                                            index=index, columns=columns,
   3696                                            level=level, inplace=inplace,
-> 3697                                            errors=errors)
   3698 
   3699     @rewrite_axis_style_signature('mapper', [('copy', True),

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\generic.py in drop(self, labels, axis, index, columns, level, inplace, errors)
   3109         for axis, labels in axes.items():
   3110             if labels is not None:
-> 3111                 obj = obj._drop_axis(labels, axis, level=level, errors=errors)
   3112 
   3113         if inplace:

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\generic.py in _drop_axis(self, labels, axis, level, errors)
   3141                 new_axis = axis.drop(labels, level=level, errors=errors)
   3142             else:
-> 3143                 new_axis = axis.drop(labels, errors=errors)
   3144             result = self.reindex(**{axis_name: new_axis})
   3145 

C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexes\base.py in drop(self, labels, errors)
   4402             if errors != 'ignore':
   4403                 raise KeyError(
-> 4404                     '{} not found in axis'.format(labels[mask]))
   4405             indexer = indexer[~mask]
   4406         return self.delete(indexer)

KeyError: "['group'] not found in axis"



In [18]:

    
# input data often is named upper case X, the upper case indicates, that each row is a vector
X = df.as_matrix()

Second important concept: To have an idea how well the training worked, we save same data to test our model on previously unseen data.

The real objective is to have a generalized model that works well on the test data.
How well it performs on this test data as opposed to the training data tells us quite a bit as well.
Typical splits are 60% for training and 40% for testing or 80/20
It is important that we do not use the test data to tweak the hyper parameters of our learning strategy - in this case the test data would (indirectly) influence the training and can no longer tell how well we did
evaluate the test date set only once at the end of your experiment



In [19]:

    
from sklearn.model_selection import train_test_split



In [20]:

    
# using stratify we get a balanced number of samples per category (important!)

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.4, random_state=42, stratify=y)



In [21]:

    
X_train.shape, y_train.shape, X_test.shape, y_test.shape









    Out[21]:





((900, 3), (900,), (600, 3), (600,))



In [22]:

    
np.unique(y_train, return_counts=True)









    Out[22]:





(array([0, 1, 2], dtype=int64), array([301, 300, 299], dtype=int64))



In [23]:

    
np.unique(y_test, return_counts=True)









    Out[23]:





(array([0, 1, 2], dtype=int64), array([200, 200, 200], dtype=int64))



In [87]:

    
# ignore this, it is just technical code to plot decision boundaries
# Adapted from:
# http://scikit-learn.org/stable/auto_examples/neighbors/plot_classification.html
# http://jponttuset.cat/xkcd-deep-learning/

from matplotlib.colors import ListedColormap

cmap_print = ListedColormap(['#AA8888', '#004000', '#FFFFDD'])
cmap_bold = ListedColormap(['#AA4444', '#006000', '#EEEE44'])
cmap_light = ListedColormap(['#FFAAAA', '#AAFFAA', '#FFFFDD'])
font_size=25
title_font_size=40

def meshGrid(x_data, y_data):
    h = 1  # step size in the mesh
    x_min, x_max = x_data.min() - 1, x_data.max() + 1
    y_min, y_max = y_data.min() - 1, y_data.max() + 1
    xx, yy = np.meshgrid(np.arange(x_min, x_max, h),
                         np.arange(y_min, y_max, h))
    return (xx,yy)
    
def plot_prediction(clf, x_data, y_data, x_label, y_label, ground_truth, title="", 
                          mesh=True, fixed=None, fname=None, print=False):
    xx,yy = meshGrid(x_data, y_data)
    fig, ax = plt.subplots(figsize=(20,10))

    if clf and mesh:
        grid_X = np.array(np.c_[yy.ravel(), xx.ravel()])
        if fixed:
            fill_values = np.full((len(grid_X), 1), fixed)
            grid_X = np.append(grid_X, fill_values, axis=1)
        Z = clf.predict(grid_X)
        Z = np.argmax(Z, axis=1)
        Z = Z.reshape(xx.shape)
        ax.pcolormesh(xx, yy, Z, cmap=cmap_light)
        
    ax.set_xlim(xx.min(), xx.max())
    ax.set_ylim(yy.min(), yy.max())
    if print:
        ax.scatter(x_data, y_data, c=ground_truth, cmap=cmap_print, s=200, marker='o', edgecolors='k')
    else:
        ax.scatter(x_data, y_data, c=ground_truth, cmap=cmap_bold, s=100, marker='o', edgecolors='k')
        
    ax.set_xlabel(x_label, fontsize=font_size)
    ax.set_ylabel(y_label, fontsize=font_size)
    ax.set_title(title, fontsize=title_font_size)
    if fname:
        fig.savefig('figures/'+fname)
        
def plot_history(history, samples=100):
    acc = history.history['acc']
    val_acc = history.history['val_acc']
    loss = history.history['loss']
    val_loss = history.history['val_loss']

    epochs = history.params['epochs']
    every_sample =  int(epochs / samples)

    acc = pd.DataFrame(acc).iloc[::every_sample, :]
    val_acc = pd.DataFrame(val_acc).iloc[::every_sample, :]
    loss = pd.DataFrame(loss).iloc[::every_sample, :]
    val_loss = pd.DataFrame(val_loss).iloc[::every_sample, :]

    fig, ax = plt.subplots(nrows=2, figsize=(20,10))

    ax[0].plot(acc, 'bo', label='Training acc')
    ax[0].plot(val_acc, 'b', label='Validation acc')
    ax[0].set_title('Training and validation accuracy')
    ax[0].legend()

    ax[1].plot(loss, 'bo', label='Training loss')
    ax[1].plot(val_loss, 'b', label='Validation loss')
    ax[1].set_title('Training and validation loss')
    ax[1].legend()



In [25]:

    
plot_prediction(None, X_train[:, 1], X_train[:, 0], 
               'Age', 'Max Speed', y_train, mesh=False,
                title="Train Data")



In [26]:

    
plot_prediction(None, X_test[:, 1], X_test[:, 0], 
               'Age', 'Max Speed', y_test, mesh=False,
                title="Test Data")

Neural Networks using TensorFlow and Keras Layers

Neural Networks consist of artificial neurons you organize in layers
each neuron is very simple, but, theoretically, having enough of them in a single layer can approximate any funtion
practically, we use 2 or 3 layers, as this has turned out to work well
the more neurons and the more layers you use the longer the network takes to train
neural networks often are no longer approachable using cross validation and grid search to find suitable hyper parameters

Neuron (aka node or unit)

A neuron takes a number of numerical inputs, multiplies each with a weight, sums up all weighted input and adds bias (constant) to that sum. From this it creates a single numerical output. For one input (one dimension) this would be a description of a line. For more dimensions this describes a hyper plane that can serve as a decision boundary. Typically, this output is transformed using an activation function which compresses the output to a value between 0 and 1 (sigmoid), or between -1 and 1 (tanh) or sets all negative values to zero (relu).

It is not really important to understand the details of a neural network. Practically how you configure them to form something more powerful is much more important. This, however, is still a very experimental domain, so there really is no conscise explanation and understanding how they work.

For now, we restrict the input to the two dimensions seen before to be able to plot decision boudaries



In [27]:

    
X_train_2_dim = X_train[:, :2]
X_test_2_dim = X_test[:, :2]

num_categories = 3

We use a sequential mode, that means data flows without junctions from in to out



In [28]:

    
model = tf.keras.Sequential()

We start with two layers each having 500 neurons, this should be more than enough capacity



In [29]:

    
model.add(tf.keras.layers.Dense(500, name='hidden1', activation='tanh', input_dim=2))
model.add(tf.keras.layers.Dense(500, name='hidden2', activation='tanh'))

The final layer just transforms to likelyhood for each of our 3 classes



In [30]:

    
model.add(tf.keras.layers.Dense(num_categories, name='softmax', activation='softmax'))



In [31]:

    
model.summary()









    



_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
hidden1 (Dense)              (None, 500)               1500      
_________________________________________________________________
hidden2 (Dense)              (None, 500)               250500    
_________________________________________________________________
softmax (Dense)              (None, 3)                 1503      
=================================================================
Total params: 253,503
Trainable params: 253,503
Non-trainable params: 0
_________________________________________________________________



In [32]:

    
model.compile(loss='sparse_categorical_crossentropy',
             optimizer='adam',
             metrics=['accuracy'])



In [33]:

    
# only if you are running this locally

# https://keras.io/callbacks/#tensorboard
tb_callback = tf.keras.callbacks.TensorBoard(log_dir='./tf_log')
# To start tensorboard
# tensorboard --logdir=./tf_log
# open http://localhost:6006



In [34]:

    
BATCH_SIZE=1000
EPOCHS = 15000

# only if you are running this locally
# !rm -rf ./tf_log
# %time model.fit(X_train_2_dim, y_train, epochs=EPOCHS, batch_size=BATCH_SIZE, validation_split=0.2, callbacks=[tb_callback])

%time history = model.fit(X_train_2_dim, y_train, epochs=EPOCHS, batch_size=BATCH_SIZE, validation_split=0.2)









    



Train on 720 samples, validate on 180 samples
Epoch 1/15000
720/720 [==============================] - 1s 1ms/step - loss: 1.3568 - acc: 0.3361 - val_loss: 2.5298 - val_acc: 0.3333
Epoch 2/15000
720/720 [==============================] - 0s 24us/step - loss: 2.5474 - acc: 0.3333 - val_loss: 3.2694 - val_acc: 0.3389
Epoch 3/15000
720/720 [==============================] - 0s 10us/step - loss: 3.2905 - acc: 0.3306 - val_loss: 1.6124 - val_acc: 0.3333
Epoch 4/15000
720/720 [==============================] - 0s 13us/step - loss: 1.6113 - acc: 0.3292 - val_loss: 1.4759 - val_acc: 0.4222
Epoch 5/15000
720/720 [==============================] - 0s 10us/step - loss: 1.4490 - acc: 0.4181 - val_loss: 2.2828 - val_acc: 0.3278
Epoch 6/15000
720/720 [==============================] - 0s 11us/step - loss: 2.2197 - acc: 0.3361 - val_loss: 2.0668 - val_acc: 0.3278
Epoch 7/15000
720/720 [==============================] - 0s 24us/step - loss: 1.9983 - acc: 0.3361 - val_loss: 1.3646 - val_acc: 0.4556
Epoch 8/15000
720/720 [==============================] - 0s 12us/step - loss: 1.3112 - acc: 0.4806 - val_loss: 1.0960 - val_acc: 0.3778
Epoch 9/15000
720/720 [==============================] - 0s 12us/step - loss: 1.0635 - acc: 0.3903 - val_loss: 1.2889 - val_acc: 0.3389
Epoch 10/15000
720/720 [==============================] - 0s 26us/step - loss: 1.2585 - acc: 0.3306 - val_loss: 1.5186 - val_acc: 0.3389
Epoch 11/15000
720/720 [==============================] - 0s 22us/step - loss: 1.4884 - acc: 0.3306 - val_loss: 1.4302 - val_acc: 0.3389
Epoch 12/15000
720/720 [==============================] - 0s 2us/step - loss: 1.4009 - acc: 0.3306 - val_loss: 1.2261 - val_acc: 0.4111
Epoch 13/15000
720/720 [==============================] - 0s 0us/step - loss: 1.1998 - acc: 0.4347 - val_loss: 1.1051 - val_acc: 0.4000
Epoch 14/15000
720/720 [==============================] - 0s 0us/step - loss: 1.0776 - acc: 0.4389 - val_loss: 1.0360 - val_acc: 0.5167
Epoch 15/15000
720/720 [==============================] - 0s 22us/step - loss: 0.9926 - acc: 0.5319 - val_loss: 1.0964 - val_acc: 0.4444
Epoch 16/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0280 - acc: 0.5083 - val_loss: 1.2333 - val_acc: 0.3389
Epoch 17/15000
720/720 [==============================] - 0s 10us/step - loss: 1.1488 - acc: 0.3472 - val_loss: 1.2474 - val_acc: 0.3333
Epoch 18/15000
720/720 [==============================] - 0s 11us/step - loss: 1.1591 - acc: 0.3417 - val_loss: 1.1330 - val_acc: 0.4111
Epoch 19/15000
720/720 [==============================] - 0s 10us/step - loss: 1.0519 - acc: 0.4764 - val_loss: 1.0247 - val_acc: 0.4833
Epoch 20/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9607 - acc: 0.5389 - val_loss: 0.9975 - val_acc: 0.5278
Epoch 21/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9516 - acc: 0.5528 - val_loss: 1.0095 - val_acc: 0.4889
Epoch 22/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9721 - acc: 0.5069 - val_loss: 1.0308 - val_acc: 0.4333
Epoch 23/15000
720/720 [==============================] - 0s 24us/step - loss: 0.9916 - acc: 0.4403 - val_loss: 1.0601 - val_acc: 0.3833
Epoch 24/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0143 - acc: 0.4264 - val_loss: 1.0666 - val_acc: 0.3500
Epoch 25/15000
720/720 [==============================] - 0s 0us/step - loss: 1.0140 - acc: 0.4014 - val_loss: 1.0340 - val_acc: 0.3611
Epoch 26/15000
720/720 [==============================] - 0s 22us/step - loss: 0.9754 - acc: 0.4514 - val_loss: 0.9958 - val_acc: 0.4833
Epoch 27/15000
720/720 [==============================] - 0s 0us/step - loss: 0.9315 - acc: 0.5361 - val_loss: 0.9875 - val_acc: 0.5389
Epoch 28/15000
720/720 [==============================] - 0s 22us/step - loss: 0.9165 - acc: 0.5750 - val_loss: 1.0067 - val_acc: 0.5000
Epoch 29/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9267 - acc: 0.5444 - val_loss: 1.0332 - val_acc: 0.4944
Epoch 30/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9429 - acc: 0.5417 - val_loss: 1.0513 - val_acc: 0.4722
Epoch 31/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9525 - acc: 0.5319 - val_loss: 1.0511 - val_acc: 0.4667
Epoch 32/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9487 - acc: 0.5292 - val_loss: 1.0316 - val_acc: 0.4667
Epoch 33/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9316 - acc: 0.5347 - val_loss: 1.0045 - val_acc: 0.5167
Epoch 34/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9118 - acc: 0.5569 - val_loss: 0.9854 - val_acc: 0.5333
Epoch 35/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9024 - acc: 0.5833 - val_loss: 0.9811 - val_acc: 0.5278
Epoch 36/15000
720/720 [==============================] - 0s 8us/step - loss: 0.9069 - acc: 0.5750 - val_loss: 0.9863 - val_acc: 0.5000
Epoch 37/15000
720/720 [==============================] - 0s 8us/step - loss: 0.9173 - acc: 0.5500 - val_loss: 0.9913 - val_acc: 0.4889
Epoch 38/15000
720/720 [==============================] - 0s 8us/step - loss: 0.9229 - acc: 0.5403 - val_loss: 0.9906 - val_acc: 0.4833
Epoch 39/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9188 - acc: 0.5542 - val_loss: 0.9861 - val_acc: 0.5111
Epoch 40/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9079 - acc: 0.5639 - val_loss: 0.9840 - val_acc: 0.5222
Epoch 41/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8977 - acc: 0.5736 - val_loss: 0.9886 - val_acc: 0.5444
Epoch 42/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8941 - acc: 0.5861 - val_loss: 0.9983 - val_acc: 0.5278
Epoch 43/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8973 - acc: 0.5681 - val_loss: 1.0066 - val_acc: 0.5333
Epoch 44/15000
720/720 [==============================] - 0s 8us/step - loss: 0.9020 - acc: 0.5639 - val_loss: 1.0077 - val_acc: 0.5333
Epoch 45/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9027 - acc: 0.5597 - val_loss: 1.0005 - val_acc: 0.5333
Epoch 46/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8981 - acc: 0.5681 - val_loss: 0.9895 - val_acc: 0.5389
Epoch 47/15000
720/720 [==============================] - 0s 12us/step - loss: 0.8914 - acc: 0.5764 - val_loss: 0.9808 - val_acc: 0.5500
Epoch 48/15000
720/720 [==============================] - 0s 19us/step - loss: 0.8876 - acc: 0.5861 - val_loss: 0.9774 - val_acc: 0.5333
Epoch 49/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8893 - acc: 0.5903 - val_loss: 0.9763 - val_acc: 0.5222
Epoch 50/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8923 - acc: 0.5917 - val_loss: 0.9740 - val_acc: 0.5222
Epoch 51/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8917 - acc: 0.5931 - val_loss: 0.9716 - val_acc: 0.5389
Epoch 52/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8881 - acc: 0.5986 - val_loss: 0.9725 - val_acc: 0.5611
Epoch 53/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8847 - acc: 0.5931 - val_loss: 0.9776 - val_acc: 0.5667
Epoch 54/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8836 - acc: 0.5917 - val_loss: 0.9843 - val_acc: 0.5500
Epoch 55/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8845 - acc: 0.5806 - val_loss: 0.9882 - val_acc: 0.5333
Epoch 56/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8847 - acc: 0.5806 - val_loss: 0.9870 - val_acc: 0.5500
Epoch 57/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8829 - acc: 0.5819 - val_loss: 0.9830 - val_acc: 0.5722
Epoch 58/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8806 - acc: 0.5847 - val_loss: 0.9797 - val_acc: 0.5500
Epoch 59/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8799 - acc: 0.5903 - val_loss: 0.9783 - val_acc: 0.5556
Epoch 60/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8804 - acc: 0.5917 - val_loss: 0.9771 - val_acc: 0.5444
Epoch 61/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8800 - acc: 0.6056 - val_loss: 0.9756 - val_acc: 0.5444
Epoch 62/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8781 - acc: 0.6000 - val_loss: 0.9749 - val_acc: 0.5444
Epoch 63/15000
720/720 [==============================] - 0s 13us/step - loss: 0.8762 - acc: 0.5986 - val_loss: 0.9759 - val_acc: 0.5667
Epoch 64/15000
720/720 [==============================] - 0s 24us/step - loss: 0.8757 - acc: 0.5972 - val_loss: 0.9772 - val_acc: 0.5667
Epoch 65/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8757 - acc: 0.5986 - val_loss: 0.9769 - val_acc: 0.5611
Epoch 66/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8748 - acc: 0.6000 - val_loss: 0.9748 - val_acc: 0.5611
Epoch 67/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8733 - acc: 0.6028 - val_loss: 0.9726 - val_acc: 0.5500
Epoch 68/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8723 - acc: 0.5986 - val_loss: 0.9717 - val_acc: 0.5611
Epoch 69/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8723 - acc: 0.6042 - val_loss: 0.9717 - val_acc: 0.5556
Epoch 70/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8719 - acc: 0.6069 - val_loss: 0.9719 - val_acc: 0.5611
Epoch 71/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8706 - acc: 0.6097 - val_loss: 0.9728 - val_acc: 0.5611
Epoch 72/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8695 - acc: 0.6153 - val_loss: 0.9736 - val_acc: 0.5722
Epoch 73/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8691 - acc: 0.6111 - val_loss: 0.9729 - val_acc: 0.5722
Epoch 74/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8686 - acc: 0.6153 - val_loss: 0.9704 - val_acc: 0.5722
Epoch 75/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8675 - acc: 0.6167 - val_loss: 0.9675 - val_acc: 0.5667
Epoch 76/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8667 - acc: 0.6181 - val_loss: 0.9659 - val_acc: 0.5778
Epoch 77/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8663 - acc: 0.6194 - val_loss: 0.9656 - val_acc: 0.5778
Epoch 78/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8656 - acc: 0.6250 - val_loss: 0.9658 - val_acc: 0.5833
Epoch 79/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8645 - acc: 0.6278 - val_loss: 0.9663 - val_acc: 0.5833
Epoch 80/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8637 - acc: 0.6222 - val_loss: 0.9665 - val_acc: 0.5833
Epoch 81/15000
720/720 [==============================] - 0s 12us/step - loss: 0.8631 - acc: 0.6222 - val_loss: 0.9656 - val_acc: 0.5889
Epoch 82/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8623 - acc: 0.6250 - val_loss: 0.9639 - val_acc: 0.5944
Epoch 83/15000
720/720 [==============================] - 0s 12us/step - loss: 0.8615 - acc: 0.6278 - val_loss: 0.9624 - val_acc: 0.5944
Epoch 84/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8609 - acc: 0.6292 - val_loss: 0.9612 - val_acc: 0.5944
Epoch 85/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8602 - acc: 0.6319 - val_loss: 0.9603 - val_acc: 0.5944
Epoch 86/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8593 - acc: 0.6333 - val_loss: 0.9600 - val_acc: 0.5889
Epoch 87/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8587 - acc: 0.6319 - val_loss: 0.9598 - val_acc: 0.5889
Epoch 88/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8580 - acc: 0.6319 - val_loss: 0.9591 - val_acc: 0.5889
Epoch 89/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8573 - acc: 0.6347 - val_loss: 0.9580 - val_acc: 0.6000
Epoch 90/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8566 - acc: 0.6361 - val_loss: 0.9572 - val_acc: 0.6000
Epoch 91/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8559 - acc: 0.6347 - val_loss: 0.9566 - val_acc: 0.6000
Epoch 92/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8552 - acc: 0.6333 - val_loss: 0.9558 - val_acc: 0.6000
Epoch 93/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8545 - acc: 0.6347 - val_loss: 0.9548 - val_acc: 0.6000
Epoch 94/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8539 - acc: 0.6361 - val_loss: 0.9535 - val_acc: 0.6000
Epoch 95/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8532 - acc: 0.6375 - val_loss: 0.9524 - val_acc: 0.6000
Epoch 96/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8525 - acc: 0.6417 - val_loss: 0.9514 - val_acc: 0.6000
Epoch 97/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8518 - acc: 0.6500 - val_loss: 0.9506 - val_acc: 0.6000
Epoch 98/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8511 - acc: 0.6444 - val_loss: 0.9502 - val_acc: 0.5944
Epoch 99/15000
720/720 [==============================] - 0s 13us/step - loss: 0.8504 - acc: 0.6472 - val_loss: 0.9498 - val_acc: 0.5944
Epoch 100/15000
720/720 [==============================] - 0s 25us/step - loss: 0.8497 - acc: 0.6472 - val_loss: 0.9489 - val_acc: 0.5944
Epoch 101/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8490 - acc: 0.6514 - val_loss: 0.9481 - val_acc: 0.5944
Epoch 102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8484 - acc: 0.6514 - val_loss: 0.9473 - val_acc: 0.5944
Epoch 103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8477 - acc: 0.6514 - val_loss: 0.9463 - val_acc: 0.5944
Epoch 104/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8470 - acc: 0.6514 - val_loss: 0.9450 - val_acc: 0.5944
Epoch 105/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8463 - acc: 0.6514 - val_loss: 0.9438 - val_acc: 0.5944
Epoch 106/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8456 - acc: 0.6514 - val_loss: 0.9430 - val_acc: 0.6167
Epoch 107/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8449 - acc: 0.6514 - val_loss: 0.9422 - val_acc: 0.6111
Epoch 108/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8442 - acc: 0.6542 - val_loss: 0.9415 - val_acc: 0.6111
Epoch 109/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8435 - acc: 0.6528 - val_loss: 0.9408 - val_acc: 0.6111
Epoch 110/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8428 - acc: 0.6528 - val_loss: 0.9396 - val_acc: 0.6167
Epoch 111/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8421 - acc: 0.6528 - val_loss: 0.9384 - val_acc: 0.6222
Epoch 112/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8414 - acc: 0.6542 - val_loss: 0.9374 - val_acc: 0.6222
Epoch 113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8407 - acc: 0.6542 - val_loss: 0.9364 - val_acc: 0.6222
Epoch 114/15000
720/720 [==============================] - 0s 12us/step - loss: 0.8400 - acc: 0.6542 - val_loss: 0.9356 - val_acc: 0.6222
Epoch 115/15000
720/720 [==============================] - 0s 21us/step - loss: 0.8393 - acc: 0.6556 - val_loss: 0.9348 - val_acc: 0.6222
Epoch 116/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8386 - acc: 0.6597 - val_loss: 0.9340 - val_acc: 0.6222
Epoch 117/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8379 - acc: 0.6583 - val_loss: 0.9332 - val_acc: 0.6222
Epoch 118/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8372 - acc: 0.6583 - val_loss: 0.9322 - val_acc: 0.6222
Epoch 119/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8365 - acc: 0.6653 - val_loss: 0.9315 - val_acc: 0.6222
Epoch 120/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8358 - acc: 0.6639 - val_loss: 0.9305 - val_acc: 0.6222
Epoch 121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8351 - acc: 0.6639 - val_loss: 0.9299 - val_acc: 0.6222
Epoch 122/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8344 - acc: 0.6653 - val_loss: 0.9293 - val_acc: 0.6222
Epoch 123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8337 - acc: 0.6667 - val_loss: 0.9289 - val_acc: 0.6222
Epoch 124/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8330 - acc: 0.6653 - val_loss: 0.9279 - val_acc: 0.6278
Epoch 125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8323 - acc: 0.6667 - val_loss: 0.9274 - val_acc: 0.6222
Epoch 126/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8316 - acc: 0.6653 - val_loss: 0.9252 - val_acc: 0.6278
Epoch 127/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8309 - acc: 0.6681 - val_loss: 0.9260 - val_acc: 0.6278
Epoch 128/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8304 - acc: 0.6736 - val_loss: 0.9222 - val_acc: 0.6278
Epoch 129/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8300 - acc: 0.6653 - val_loss: 0.9262 - val_acc: 0.6278
Epoch 130/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8297 - acc: 0.6708 - val_loss: 0.9207 - val_acc: 0.6333
Epoch 131/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8288 - acc: 0.6667 - val_loss: 0.9227 - val_acc: 0.6333
Epoch 132/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8275 - acc: 0.6708 - val_loss: 0.9211 - val_acc: 0.6167
Epoch 133/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8267 - acc: 0.6667 - val_loss: 0.9188 - val_acc: 0.6333
Epoch 134/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8264 - acc: 0.6667 - val_loss: 0.9218 - val_acc: 0.6222
Epoch 135/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8261 - acc: 0.6681 - val_loss: 0.9171 - val_acc: 0.6389
Epoch 136/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8252 - acc: 0.6681 - val_loss: 0.9185 - val_acc: 0.6278
Epoch 137/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8241 - acc: 0.6694 - val_loss: 0.9164 - val_acc: 0.6333
Epoch 138/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8233 - acc: 0.6625 - val_loss: 0.9147 - val_acc: 0.6333
Epoch 139/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8228 - acc: 0.6653 - val_loss: 0.9165 - val_acc: 0.6278
Epoch 140/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8225 - acc: 0.6764 - val_loss: 0.9125 - val_acc: 0.6389
Epoch 141/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8221 - acc: 0.6625 - val_loss: 0.9154 - val_acc: 0.6278
Epoch 142/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8215 - acc: 0.6722 - val_loss: 0.9109 - val_acc: 0.6389
Epoch 143/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8207 - acc: 0.6639 - val_loss: 0.9126 - val_acc: 0.6333
Epoch 144/15000
720/720 [==============================] - 0s 25us/step - loss: 0.8197 - acc: 0.6736 - val_loss: 0.9095 - val_acc: 0.6389
Epoch 145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8189 - acc: 0.6681 - val_loss: 0.9094 - val_acc: 0.6444
Epoch 146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8181 - acc: 0.6667 - val_loss: 0.9089 - val_acc: 0.6444
Epoch 147/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8175 - acc: 0.6694 - val_loss: 0.9070 - val_acc: 0.6389
Epoch 148/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8170 - acc: 0.6653 - val_loss: 0.9085 - val_acc: 0.6389
Epoch 149/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8166 - acc: 0.6778 - val_loss: 0.9051 - val_acc: 0.6389
Epoch 150/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8165 - acc: 0.6625 - val_loss: 0.9092 - val_acc: 0.6389
Epoch 151/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8167 - acc: 0.6750 - val_loss: 0.9042 - val_acc: 0.6389
Epoch 152/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8172 - acc: 0.6653 - val_loss: 0.9111 - val_acc: 0.6167
Epoch 153/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8177 - acc: 0.6611 - val_loss: 0.9035 - val_acc: 0.6333
Epoch 154/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8170 - acc: 0.6653 - val_loss: 0.9070 - val_acc: 0.6333
Epoch 155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8148 - acc: 0.6708 - val_loss: 0.9010 - val_acc: 0.6333
Epoch 156/15000
720/720 [==============================] - 0s 25us/step - loss: 0.8124 - acc: 0.6681 - val_loss: 0.9005 - val_acc: 0.6444
Epoch 157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8115 - acc: 0.6639 - val_loss: 0.9030 - val_acc: 0.6444
Epoch 158/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8120 - acc: 0.6778 - val_loss: 0.8991 - val_acc: 0.6389
Epoch 159/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8127 - acc: 0.6653 - val_loss: 0.9037 - val_acc: 0.6278
Epoch 160/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8123 - acc: 0.6694 - val_loss: 0.8974 - val_acc: 0.6333
Epoch 161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8107 - acc: 0.6639 - val_loss: 0.8986 - val_acc: 0.6556
Epoch 162/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8089 - acc: 0.6764 - val_loss: 0.8969 - val_acc: 0.6444
Epoch 163/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8081 - acc: 0.6694 - val_loss: 0.8954 - val_acc: 0.6389
Epoch 164/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8081 - acc: 0.6639 - val_loss: 0.8988 - val_acc: 0.6444
Epoch 165/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8084 - acc: 0.6806 - val_loss: 0.8947 - val_acc: 0.6278
Epoch 166/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8086 - acc: 0.6639 - val_loss: 0.8987 - val_acc: 0.6278
Epoch 167/15000
720/720 [==============================] - 0s 8us/step - loss: 0.8082 - acc: 0.6708 - val_loss: 0.8930 - val_acc: 0.6278
Epoch 168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8073 - acc: 0.6625 - val_loss: 0.8954 - val_acc: 0.6444
Epoch 169/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8060 - acc: 0.6806 - val_loss: 0.8913 - val_acc: 0.6444
Epoch 170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8048 - acc: 0.6639 - val_loss: 0.8919 - val_acc: 0.6556
Epoch 171/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8039 - acc: 0.6778 - val_loss: 0.8909 - val_acc: 0.6444
Epoch 172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8033 - acc: 0.6708 - val_loss: 0.8898 - val_acc: 0.6389
Epoch 173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8029 - acc: 0.6653 - val_loss: 0.8910 - val_acc: 0.6556
Epoch 174/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8028 - acc: 0.6764 - val_loss: 0.8882 - val_acc: 0.6333
Epoch 175/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8031 - acc: 0.6667 - val_loss: 0.8930 - val_acc: 0.6278
Epoch 176/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8041 - acc: 0.6708 - val_loss: 0.8893 - val_acc: 0.6333
Epoch 177/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8066 - acc: 0.6625 - val_loss: 0.9019 - val_acc: 0.5944
Epoch 178/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8112 - acc: 0.6556 - val_loss: 0.8959 - val_acc: 0.6222
Epoch 179/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8153 - acc: 0.6528 - val_loss: 0.9047 - val_acc: 0.5944
Epoch 180/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8135 - acc: 0.6472 - val_loss: 0.8884 - val_acc: 0.6333
Epoch 181/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8046 - acc: 0.6653 - val_loss: 0.8855 - val_acc: 0.6556
Epoch 182/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7987 - acc: 0.6722 - val_loss: 0.8903 - val_acc: 0.6167
Epoch 183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8017 - acc: 0.6722 - val_loss: 0.8892 - val_acc: 0.6278
Epoch 184/15000
720/720 [==============================] - 0s 21us/step - loss: 0.8066 - acc: 0.6611 - val_loss: 0.8935 - val_acc: 0.6000
Epoch 185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8043 - acc: 0.6639 - val_loss: 0.8828 - val_acc: 0.6444
Epoch 186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7983 - acc: 0.6653 - val_loss: 0.8824 - val_acc: 0.6389
Epoch 187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7973 - acc: 0.6681 - val_loss: 0.8891 - val_acc: 0.6111
Epoch 188/15000
720/720 [==============================] - 0s 24us/step - loss: 0.8008 - acc: 0.6681 - val_loss: 0.8841 - val_acc: 0.6333
Epoch 189/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8015 - acc: 0.6611 - val_loss: 0.8849 - val_acc: 0.6333
Epoch 190/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7978 - acc: 0.6736 - val_loss: 0.8803 - val_acc: 0.6500
Epoch 191/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7951 - acc: 0.6708 - val_loss: 0.8798 - val_acc: 0.6389
Epoch 192/15000
720/720 [==============================] - 0s 3us/step - loss: 0.7963 - acc: 0.6667 - val_loss: 0.8853 - val_acc: 0.6278
Epoch 193/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7983 - acc: 0.6722 - val_loss: 0.8800 - val_acc: 0.6333
Epoch 194/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7974 - acc: 0.6611 - val_loss: 0.8805 - val_acc: 0.6444
Epoch 195/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7947 - acc: 0.6806 - val_loss: 0.8777 - val_acc: 0.6556
Epoch 196/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7931 - acc: 0.6722 - val_loss: 0.8772 - val_acc: 0.6389
Epoch 197/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7938 - acc: 0.6653 - val_loss: 0.8812 - val_acc: 0.6389
Epoch 198/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7951 - acc: 0.6764 - val_loss: 0.8772 - val_acc: 0.6444
Epoch 199/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7951 - acc: 0.6639 - val_loss: 0.8794 - val_acc: 0.6389
Epoch 200/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7939 - acc: 0.6750 - val_loss: 0.8748 - val_acc: 0.6444
Epoch 201/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7921 - acc: 0.6667 - val_loss: 0.8745 - val_acc: 0.6556
Epoch 202/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7909 - acc: 0.6764 - val_loss: 0.8744 - val_acc: 0.6556
Epoch 203/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7906 - acc: 0.6750 - val_loss: 0.8734 - val_acc: 0.6500
Epoch 204/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7910 - acc: 0.6667 - val_loss: 0.8763 - val_acc: 0.6389
Epoch 205/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7917 - acc: 0.6764 - val_loss: 0.8738 - val_acc: 0.6444
Epoch 206/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7927 - acc: 0.6625 - val_loss: 0.8788 - val_acc: 0.6222
Epoch 207/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7939 - acc: 0.6708 - val_loss: 0.8749 - val_acc: 0.6333
Epoch 208/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7950 - acc: 0.6583 - val_loss: 0.8806 - val_acc: 0.6056
Epoch 209/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7957 - acc: 0.6694 - val_loss: 0.8755 - val_acc: 0.6333
Epoch 210/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7954 - acc: 0.6611 - val_loss: 0.8789 - val_acc: 0.6222
Epoch 211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7938 - acc: 0.6667 - val_loss: 0.8724 - val_acc: 0.6444
Epoch 212/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7911 - acc: 0.6597 - val_loss: 0.8726 - val_acc: 0.6389
Epoch 213/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7884 - acc: 0.6778 - val_loss: 0.8694 - val_acc: 0.6556
Epoch 214/15000
720/720 [==============================] - 0s 5us/step - loss: 0.7867 - acc: 0.6694 - val_loss: 0.8687 - val_acc: 0.6556
Epoch 215/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7864 - acc: 0.6694 - val_loss: 0.8702 - val_acc: 0.6444
Epoch 216/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7870 - acc: 0.6750 - val_loss: 0.8693 - val_acc: 0.6444
Epoch 217/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7881 - acc: 0.6625 - val_loss: 0.8735 - val_acc: 0.6278
Epoch 218/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7895 - acc: 0.6722 - val_loss: 0.8713 - val_acc: 0.6444
Epoch 219/15000
720/720 [==============================] - 0s 9us/step - loss: 0.7908 - acc: 0.6569 - val_loss: 0.8763 - val_acc: 0.6111
Epoch 220/15000
720/720 [==============================] - 0s 16us/step - loss: 0.7918 - acc: 0.6694 - val_loss: 0.8720 - val_acc: 0.6333
Epoch 221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7920 - acc: 0.6583 - val_loss: 0.8748 - val_acc: 0.6111
Epoch 222/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7909 - acc: 0.6694 - val_loss: 0.8691 - val_acc: 0.6444
Epoch 223/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7888 - acc: 0.6597 - val_loss: 0.8695 - val_acc: 0.6389
Epoch 224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7862 - acc: 0.6764 - val_loss: 0.8656 - val_acc: 0.6556
Epoch 225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7841 - acc: 0.6653 - val_loss: 0.8653 - val_acc: 0.6500
Epoch 226/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7830 - acc: 0.6750 - val_loss: 0.8653 - val_acc: 0.6556
Epoch 227/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7829 - acc: 0.6792 - val_loss: 0.8646 - val_acc: 0.6500
Epoch 228/15000
720/720 [==============================] - 0s 2us/step - loss: 0.7835 - acc: 0.6667 - val_loss: 0.8671 - val_acc: 0.6333
Epoch 229/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7846 - acc: 0.6778 - val_loss: 0.8659 - val_acc: 0.6500
Epoch 230/15000
720/720 [==============================] - 0s 32us/step - loss: 0.7859 - acc: 0.6611 - val_loss: 0.8701 - val_acc: 0.6278
Epoch 231/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7874 - acc: 0.6708 - val_loss: 0.8682 - val_acc: 0.6444
Epoch 232/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7889 - acc: 0.6583 - val_loss: 0.8731 - val_acc: 0.6111
Epoch 233/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7902 - acc: 0.6667 - val_loss: 0.8693 - val_acc: 0.6333
Epoch 234/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7903 - acc: 0.6569 - val_loss: 0.8714 - val_acc: 0.6111
Epoch 235/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7887 - acc: 0.6667 - val_loss: 0.8654 - val_acc: 0.6444
Epoch 236/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7857 - acc: 0.6611 - val_loss: 0.8645 - val_acc: 0.6389
Epoch 237/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7823 - acc: 0.6792 - val_loss: 0.8611 - val_acc: 0.6556
Epoch 238/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7801 - acc: 0.6708 - val_loss: 0.8607 - val_acc: 0.6556
Epoch 239/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7796 - acc: 0.6736 - val_loss: 0.8623 - val_acc: 0.6444
Epoch 240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7804 - acc: 0.6764 - val_loss: 0.8621 - val_acc: 0.6556
Epoch 241/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7819 - acc: 0.6653 - val_loss: 0.8652 - val_acc: 0.6278
Epoch 242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7833 - acc: 0.6694 - val_loss: 0.8635 - val_acc: 0.6500
Epoch 243/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7840 - acc: 0.6583 - val_loss: 0.8656 - val_acc: 0.6333
Epoch 244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7839 - acc: 0.6708 - val_loss: 0.8623 - val_acc: 0.6556
Epoch 245/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7828 - acc: 0.6583 - val_loss: 0.8627 - val_acc: 0.6278
Epoch 246/15000
720/720 [==============================] - 0s 6us/step - loss: 0.7811 - acc: 0.6778 - val_loss: 0.8595 - val_acc: 0.6500
Epoch 247/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7794 - acc: 0.6667 - val_loss: 0.8591 - val_acc: 0.6444
Epoch 248/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7780 - acc: 0.6792 - val_loss: 0.8576 - val_acc: 0.6500
Epoch 249/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7771 - acc: 0.6736 - val_loss: 0.8572 - val_acc: 0.6500
Epoch 250/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7767 - acc: 0.6736 - val_loss: 0.8575 - val_acc: 0.6556
Epoch 251/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7768 - acc: 0.6792 - val_loss: 0.8572 - val_acc: 0.6500
Epoch 252/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7771 - acc: 0.6722 - val_loss: 0.8587 - val_acc: 0.6389
Epoch 253/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7778 - acc: 0.6792 - val_loss: 0.8587 - val_acc: 0.6556
Epoch 254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7791 - acc: 0.6653 - val_loss: 0.8625 - val_acc: 0.6278
Epoch 255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7816 - acc: 0.6681 - val_loss: 0.8643 - val_acc: 0.6444
Epoch 256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7859 - acc: 0.6625 - val_loss: 0.8734 - val_acc: 0.6167
Epoch 257/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7925 - acc: 0.6514 - val_loss: 0.8770 - val_acc: 0.6278
Epoch 258/15000
720/720 [==============================] - 0s 4us/step - loss: 0.7996 - acc: 0.6597 - val_loss: 0.8821 - val_acc: 0.6111
Epoch 259/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8006 - acc: 0.6444 - val_loss: 0.8705 - val_acc: 0.6278
Epoch 260/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7915 - acc: 0.6611 - val_loss: 0.8600 - val_acc: 0.6167
Epoch 261/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7785 - acc: 0.6736 - val_loss: 0.8560 - val_acc: 0.6500
Epoch 262/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7746 - acc: 0.6792 - val_loss: 0.8615 - val_acc: 0.6444
Epoch 263/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7809 - acc: 0.6639 - val_loss: 0.8681 - val_acc: 0.6056
Epoch 264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7865 - acc: 0.6611 - val_loss: 0.8628 - val_acc: 0.6444
Epoch 265/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7827 - acc: 0.6597 - val_loss: 0.8562 - val_acc: 0.6444
Epoch 266/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7752 - acc: 0.6778 - val_loss: 0.8550 - val_acc: 0.6444
Epoch 267/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7741 - acc: 0.6792 - val_loss: 0.8591 - val_acc: 0.6556
Epoch 268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7788 - acc: 0.6611 - val_loss: 0.8619 - val_acc: 0.6111
Epoch 269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7807 - acc: 0.6667 - val_loss: 0.8573 - val_acc: 0.6556
Epoch 270/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7766 - acc: 0.6667 - val_loss: 0.8538 - val_acc: 0.6500
Epoch 271/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7728 - acc: 0.6806 - val_loss: 0.8547 - val_acc: 0.6389
Epoch 272/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7739 - acc: 0.6819 - val_loss: 0.8569 - val_acc: 0.6556
Epoch 273/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7767 - acc: 0.6639 - val_loss: 0.8570 - val_acc: 0.6278
Epoch 274/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7764 - acc: 0.6722 - val_loss: 0.8538 - val_acc: 0.6500
Epoch 275/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7733 - acc: 0.6736 - val_loss: 0.8525 - val_acc: 0.6500
Epoch 276/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7716 - acc: 0.6764 - val_loss: 0.8538 - val_acc: 0.6389
Epoch 277/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7727 - acc: 0.6819 - val_loss: 0.8550 - val_acc: 0.6556
Epoch 278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7743 - acc: 0.6667 - val_loss: 0.8545 - val_acc: 0.6333
Epoch 279/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7740 - acc: 0.6792 - val_loss: 0.8520 - val_acc: 0.6500
Epoch 280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7722 - acc: 0.6750 - val_loss: 0.8503 - val_acc: 0.6500
Epoch 281/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7707 - acc: 0.6750 - val_loss: 0.8502 - val_acc: 0.6444
Epoch 282/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7707 - acc: 0.6792 - val_loss: 0.8512 - val_acc: 0.6500
Epoch 283/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7716 - acc: 0.6750 - val_loss: 0.8520 - val_acc: 0.6278
Epoch 284/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7723 - acc: 0.6819 - val_loss: 0.8516 - val_acc: 0.6611
Epoch 285/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7722 - acc: 0.6736 - val_loss: 0.8505 - val_acc: 0.6389
Epoch 286/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7713 - acc: 0.6819 - val_loss: 0.8490 - val_acc: 0.6500
Epoch 287/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7702 - acc: 0.6764 - val_loss: 0.8482 - val_acc: 0.6500
Epoch 288/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7694 - acc: 0.6764 - val_loss: 0.8481 - val_acc: 0.6500
Epoch 289/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7690 - acc: 0.6764 - val_loss: 0.8485 - val_acc: 0.6500
Epoch 290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7692 - acc: 0.6778 - val_loss: 0.8490 - val_acc: 0.6389
Epoch 291/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7695 - acc: 0.6833 - val_loss: 0.8495 - val_acc: 0.6556
Epoch 292/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7700 - acc: 0.6750 - val_loss: 0.8498 - val_acc: 0.6333
Epoch 293/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7706 - acc: 0.6819 - val_loss: 0.8506 - val_acc: 0.6556
Epoch 294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7713 - acc: 0.6681 - val_loss: 0.8513 - val_acc: 0.6278
Epoch 295/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7723 - acc: 0.6750 - val_loss: 0.8534 - val_acc: 0.6556
Epoch 296/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7737 - acc: 0.6611 - val_loss: 0.8551 - val_acc: 0.6222
Epoch 297/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7757 - acc: 0.6708 - val_loss: 0.8583 - val_acc: 0.6556
Epoch 298/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7782 - acc: 0.6639 - val_loss: 0.8596 - val_acc: 0.6111
Epoch 299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7805 - acc: 0.6653 - val_loss: 0.8615 - val_acc: 0.6389
Epoch 300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7814 - acc: 0.6639 - val_loss: 0.8585 - val_acc: 0.6111
Epoch 301/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7792 - acc: 0.6653 - val_loss: 0.8555 - val_acc: 0.6556
Epoch 302/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7746 - acc: 0.6611 - val_loss: 0.8500 - val_acc: 0.6333
Epoch 303/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7695 - acc: 0.6792 - val_loss: 0.8479 - val_acc: 0.6500
Epoch 304/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7667 - acc: 0.6778 - val_loss: 0.8484 - val_acc: 0.6500
Epoch 305/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7671 - acc: 0.6764 - val_loss: 0.8497 - val_acc: 0.6278
Epoch 306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7695 - acc: 0.6764 - val_loss: 0.8527 - val_acc: 0.6556
Epoch 307/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7717 - acc: 0.6667 - val_loss: 0.8515 - val_acc: 0.6222
Epoch 308/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7719 - acc: 0.6722 - val_loss: 0.8511 - val_acc: 0.6556
Epoch 309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7701 - acc: 0.6653 - val_loss: 0.8477 - val_acc: 0.6333
Epoch 310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7674 - acc: 0.6819 - val_loss: 0.8467 - val_acc: 0.6500
Epoch 311/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7656 - acc: 0.6792 - val_loss: 0.8467 - val_acc: 0.6500
Epoch 312/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7656 - acc: 0.6764 - val_loss: 0.8469 - val_acc: 0.6389
Epoch 313/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7666 - acc: 0.6819 - val_loss: 0.8489 - val_acc: 0.6556
Epoch 314/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7679 - acc: 0.6708 - val_loss: 0.8481 - val_acc: 0.6278
Epoch 315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7684 - acc: 0.6778 - val_loss: 0.8490 - val_acc: 0.6556
Epoch 316/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7679 - acc: 0.6722 - val_loss: 0.8468 - val_acc: 0.6333
Epoch 317/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7667 - acc: 0.6819 - val_loss: 0.8466 - val_acc: 0.6556
Epoch 318/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7654 - acc: 0.6778 - val_loss: 0.8450 - val_acc: 0.6444
Epoch 319/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7645 - acc: 0.6792 - val_loss: 0.8445 - val_acc: 0.6500
Epoch 320/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7641 - acc: 0.6778 - val_loss: 0.8443 - val_acc: 0.6500
Epoch 321/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7641 - acc: 0.6764 - val_loss: 0.8439 - val_acc: 0.6389
Epoch 322/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7645 - acc: 0.6806 - val_loss: 0.8452 - val_acc: 0.6556
Epoch 323/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7650 - acc: 0.6764 - val_loss: 0.8449 - val_acc: 0.6333
Epoch 324/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7659 - acc: 0.6806 - val_loss: 0.8476 - val_acc: 0.6611
Epoch 325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7670 - acc: 0.6708 - val_loss: 0.8474 - val_acc: 0.6167
Epoch 326/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7685 - acc: 0.6736 - val_loss: 0.8513 - val_acc: 0.6500
Epoch 327/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7705 - acc: 0.6597 - val_loss: 0.8511 - val_acc: 0.6111
Epoch 328/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7729 - acc: 0.6708 - val_loss: 0.8564 - val_acc: 0.6500
Epoch 329/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7755 - acc: 0.6639 - val_loss: 0.8547 - val_acc: 0.6111
Epoch 330/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7766 - acc: 0.6653 - val_loss: 0.8574 - val_acc: 0.6444
Epoch 331/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7756 - acc: 0.6639 - val_loss: 0.8509 - val_acc: 0.6167
Epoch 332/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7715 - acc: 0.6694 - val_loss: 0.8487 - val_acc: 0.6556
Epoch 333/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7664 - acc: 0.6653 - val_loss: 0.8439 - val_acc: 0.6389
Epoch 334/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7628 - acc: 0.6819 - val_loss: 0.8434 - val_acc: 0.6444
Epoch 335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7623 - acc: 0.6764 - val_loss: 0.8463 - val_acc: 0.6611
Epoch 336/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7642 - acc: 0.6750 - val_loss: 0.8464 - val_acc: 0.6222
Epoch 337/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7666 - acc: 0.6722 - val_loss: 0.8499 - val_acc: 0.6556
Epoch 338/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7676 - acc: 0.6653 - val_loss: 0.8464 - val_acc: 0.6222
Epoch 339/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7664 - acc: 0.6708 - val_loss: 0.8462 - val_acc: 0.6556
Epoch 340/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7639 - acc: 0.6736 - val_loss: 0.8429 - val_acc: 0.6444
Epoch 341/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7618 - acc: 0.6819 - val_loss: 0.8427 - val_acc: 0.6444
Epoch 342/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7612 - acc: 0.6764 - val_loss: 0.8441 - val_acc: 0.6611
Epoch 343/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7620 - acc: 0.6764 - val_loss: 0.8436 - val_acc: 0.6333
Epoch 344/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7632 - acc: 0.6806 - val_loss: 0.8462 - val_acc: 0.6611
Epoch 345/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7639 - acc: 0.6722 - val_loss: 0.8437 - val_acc: 0.6333
Epoch 346/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7636 - acc: 0.6778 - val_loss: 0.8447 - val_acc: 0.6556
Epoch 347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7625 - acc: 0.6750 - val_loss: 0.8420 - val_acc: 0.6389
Epoch 348/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7612 - acc: 0.6806 - val_loss: 0.8420 - val_acc: 0.6500
Epoch 349/15000
720/720 [==============================] - 0s 35us/step - loss: 0.7604 - acc: 0.6778 - val_loss: 0.8414 - val_acc: 0.6500
Epoch 350/15000
720/720 [==============================] - 0s 32us/step - loss: 0.7601 - acc: 0.6792 - val_loss: 0.8407 - val_acc: 0.6444
Epoch 351/15000
720/720 [==============================] - 0s 39us/step - loss: 0.7604 - acc: 0.6806 - val_loss: 0.8420 - val_acc: 0.6556
Epoch 352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7609 - acc: 0.6806 - val_loss: 0.8409 - val_acc: 0.6333
Epoch 353/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7615 - acc: 0.6792 - val_loss: 0.8435 - val_acc: 0.6556
Epoch 354/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7620 - acc: 0.6736 - val_loss: 0.8419 - val_acc: 0.6333
Epoch 355/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7624 - acc: 0.6750 - val_loss: 0.8445 - val_acc: 0.6500
Epoch 356/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7626 - acc: 0.6708 - val_loss: 0.8421 - val_acc: 0.6333
Epoch 357/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7627 - acc: 0.6750 - val_loss: 0.8445 - val_acc: 0.6556
Epoch 358/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7627 - acc: 0.6722 - val_loss: 0.8418 - val_acc: 0.6333
Epoch 359/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7626 - acc: 0.6750 - val_loss: 0.8445 - val_acc: 0.6556
Epoch 360/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7625 - acc: 0.6722 - val_loss: 0.8420 - val_acc: 0.6333
Epoch 361/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7623 - acc: 0.6764 - val_loss: 0.8446 - val_acc: 0.6500
Epoch 362/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7620 - acc: 0.6694 - val_loss: 0.8418 - val_acc: 0.6333
Epoch 363/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7616 - acc: 0.6764 - val_loss: 0.8438 - val_acc: 0.6556
Epoch 364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7612 - acc: 0.6722 - val_loss: 0.8408 - val_acc: 0.6333
Epoch 365/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7607 - acc: 0.6778 - val_loss: 0.8427 - val_acc: 0.6556
Epoch 366/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7603 - acc: 0.6764 - val_loss: 0.8403 - val_acc: 0.6333
Epoch 367/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7599 - acc: 0.6792 - val_loss: 0.8422 - val_acc: 0.6556
Epoch 368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7595 - acc: 0.6792 - val_loss: 0.8401 - val_acc: 0.6333
Epoch 369/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7592 - acc: 0.6792 - val_loss: 0.8417 - val_acc: 0.6556
Epoch 370/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7590 - acc: 0.6792 - val_loss: 0.8396 - val_acc: 0.6333
Epoch 371/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7588 - acc: 0.6792 - val_loss: 0.8412 - val_acc: 0.6611
Epoch 372/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7587 - acc: 0.6792 - val_loss: 0.8394 - val_acc: 0.6333
Epoch 373/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7586 - acc: 0.6792 - val_loss: 0.8415 - val_acc: 0.6556
Epoch 374/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7587 - acc: 0.6792 - val_loss: 0.8397 - val_acc: 0.6333
Epoch 375/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7590 - acc: 0.6792 - val_loss: 0.8426 - val_acc: 0.6500
Epoch 376/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7594 - acc: 0.6778 - val_loss: 0.8405 - val_acc: 0.6333
Epoch 377/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7603 - acc: 0.6736 - val_loss: 0.8450 - val_acc: 0.6500
Epoch 378/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7616 - acc: 0.6722 - val_loss: 0.8429 - val_acc: 0.6167
Epoch 379/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7636 - acc: 0.6736 - val_loss: 0.8506 - val_acc: 0.6500
Epoch 380/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7665 - acc: 0.6694 - val_loss: 0.8483 - val_acc: 0.6111
Epoch 381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7698 - acc: 0.6667 - val_loss: 0.8576 - val_acc: 0.6500
Epoch 382/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7727 - acc: 0.6694 - val_loss: 0.8513 - val_acc: 0.6111
Epoch 383/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7728 - acc: 0.6625 - val_loss: 0.8547 - val_acc: 0.6500
Epoch 384/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7694 - acc: 0.6722 - val_loss: 0.8433 - val_acc: 0.6167
Epoch 385/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7629 - acc: 0.6722 - val_loss: 0.8419 - val_acc: 0.6611
Epoch 386/15000
720/720 [==============================] - 0s 3us/step - loss: 0.7575 - acc: 0.6778 - val_loss: 0.8397 - val_acc: 0.6611
Epoch 387/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7559 - acc: 0.6792 - val_loss: 0.8401 - val_acc: 0.6333
Epoch 388/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7581 - acc: 0.6778 - val_loss: 0.8467 - val_acc: 0.6500
Epoch 389/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7613 - acc: 0.6708 - val_loss: 0.8430 - val_acc: 0.6278
Epoch 390/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7624 - acc: 0.6722 - val_loss: 0.8455 - val_acc: 0.6500
Epoch 391/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7605 - acc: 0.6750 - val_loss: 0.8392 - val_acc: 0.6333
Epoch 392/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7572 - acc: 0.6806 - val_loss: 0.8392 - val_acc: 0.6611
Epoch 393/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7553 - acc: 0.6806 - val_loss: 0.8404 - val_acc: 0.6611
Epoch 394/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7559 - acc: 0.6819 - val_loss: 0.8396 - val_acc: 0.6389
Epoch 395/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7576 - acc: 0.6778 - val_loss: 0.8437 - val_acc: 0.6556
Epoch 396/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7587 - acc: 0.6750 - val_loss: 0.8392 - val_acc: 0.6389
Epoch 397/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7580 - acc: 0.6764 - val_loss: 0.8404 - val_acc: 0.6556
Epoch 398/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7562 - acc: 0.6792 - val_loss: 0.8376 - val_acc: 0.6500
Epoch 399/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7548 - acc: 0.6819 - val_loss: 0.8377 - val_acc: 0.6444
Epoch 400/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7546 - acc: 0.6833 - val_loss: 0.8397 - val_acc: 0.6500
Epoch 401/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7554 - acc: 0.6792 - val_loss: 0.8375 - val_acc: 0.6333
Epoch 402/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7563 - acc: 0.6792 - val_loss: 0.8403 - val_acc: 0.6500
Epoch 403/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7566 - acc: 0.6778 - val_loss: 0.8366 - val_acc: 0.6333
Epoch 404/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7560 - acc: 0.6792 - val_loss: 0.8384 - val_acc: 0.6500
Epoch 405/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7551 - acc: 0.6764 - val_loss: 0.8362 - val_acc: 0.6389
Epoch 406/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7542 - acc: 0.6819 - val_loss: 0.8366 - val_acc: 0.6556
Epoch 407/15000
720/720 [==============================] - 0s 15us/step - loss: 0.7537 - acc: 0.6792 - val_loss: 0.8366 - val_acc: 0.6556
Epoch 408/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7537 - acc: 0.6806 - val_loss: 0.8354 - val_acc: 0.6500
Epoch 409/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7540 - acc: 0.6833 - val_loss: 0.8373 - val_acc: 0.6556
Epoch 410/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7544 - acc: 0.6778 - val_loss: 0.8355 - val_acc: 0.6389
Epoch 411/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7547 - acc: 0.6819 - val_loss: 0.8387 - val_acc: 0.6556
Epoch 412/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7548 - acc: 0.6778 - val_loss: 0.8363 - val_acc: 0.6333
Epoch 413/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7547 - acc: 0.6806 - val_loss: 0.8386 - val_acc: 0.6556
Epoch 414/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7545 - acc: 0.6764 - val_loss: 0.8356 - val_acc: 0.6333
Epoch 415/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7541 - acc: 0.6819 - val_loss: 0.8374 - val_acc: 0.6556
Epoch 416/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7538 - acc: 0.6778 - val_loss: 0.8350 - val_acc: 0.6444
Epoch 417/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7535 - acc: 0.6833 - val_loss: 0.8371 - val_acc: 0.6556
Epoch 418/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7532 - acc: 0.6792 - val_loss: 0.8356 - val_acc: 0.6500
Epoch 419/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7529 - acc: 0.6847 - val_loss: 0.8369 - val_acc: 0.6556
Epoch 420/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7527 - acc: 0.6792 - val_loss: 0.8352 - val_acc: 0.6556
Epoch 421/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7525 - acc: 0.6819 - val_loss: 0.8360 - val_acc: 0.6556
Epoch 422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7523 - acc: 0.6819 - val_loss: 0.8346 - val_acc: 0.6556
Epoch 423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7522 - acc: 0.6833 - val_loss: 0.8360 - val_acc: 0.6556
Epoch 424/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7522 - acc: 0.6819 - val_loss: 0.8349 - val_acc: 0.6444
Epoch 425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7522 - acc: 0.6833 - val_loss: 0.8368 - val_acc: 0.6556
Epoch 426/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7523 - acc: 0.6778 - val_loss: 0.8349 - val_acc: 0.6444
Epoch 427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7525 - acc: 0.6833 - val_loss: 0.8378 - val_acc: 0.6556
Epoch 428/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7531 - acc: 0.6792 - val_loss: 0.8355 - val_acc: 0.6389
Epoch 429/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7542 - acc: 0.6764 - val_loss: 0.8421 - val_acc: 0.6556
Epoch 430/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7564 - acc: 0.6778 - val_loss: 0.8403 - val_acc: 0.6333
Epoch 431/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7603 - acc: 0.6736 - val_loss: 0.8544 - val_acc: 0.6556
Epoch 432/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7668 - acc: 0.6750 - val_loss: 0.8532 - val_acc: 0.6222
Epoch 433/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7752 - acc: 0.6611 - val_loss: 0.8715 - val_acc: 0.6333
Epoch 434/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7824 - acc: 0.6736 - val_loss: 0.8578 - val_acc: 0.6222
Epoch 435/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7799 - acc: 0.6597 - val_loss: 0.8565 - val_acc: 0.6500
Epoch 436/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7674 - acc: 0.6750 - val_loss: 0.8374 - val_acc: 0.6278
Epoch 437/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7537 - acc: 0.6806 - val_loss: 0.8373 - val_acc: 0.6389
Epoch 438/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7517 - acc: 0.6833 - val_loss: 0.8500 - val_acc: 0.6556
Epoch 439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7595 - acc: 0.6750 - val_loss: 0.8463 - val_acc: 0.6111
Epoch 440/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7645 - acc: 0.6708 - val_loss: 0.8487 - val_acc: 0.6500
Epoch 441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7594 - acc: 0.6750 - val_loss: 0.8363 - val_acc: 0.6444
Epoch 442/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7517 - acc: 0.6819 - val_loss: 0.8367 - val_acc: 0.6444
Epoch 443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7517 - acc: 0.6819 - val_loss: 0.8474 - val_acc: 0.6556
Epoch 444/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7571 - acc: 0.6792 - val_loss: 0.8420 - val_acc: 0.6333
Epoch 445/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7580 - acc: 0.6736 - val_loss: 0.8418 - val_acc: 0.6556
Epoch 446/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7528 - acc: 0.6833 - val_loss: 0.8365 - val_acc: 0.6556
Epoch 447/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7500 - acc: 0.6778 - val_loss: 0.8367 - val_acc: 0.6333
Epoch 448/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7527 - acc: 0.6806 - val_loss: 0.8437 - val_acc: 0.6556
Epoch 449/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7548 - acc: 0.6819 - val_loss: 0.8367 - val_acc: 0.6333
Epoch 450/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7523 - acc: 0.6806 - val_loss: 0.8365 - val_acc: 0.6556
Epoch 451/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7496 - acc: 0.6778 - val_loss: 0.8380 - val_acc: 0.6556
Epoch 452/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7506 - acc: 0.6819 - val_loss: 0.8354 - val_acc: 0.6278
Epoch 453/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7525 - acc: 0.6764 - val_loss: 0.8384 - val_acc: 0.6556
Epoch 454/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7518 - acc: 0.6819 - val_loss: 0.8333 - val_acc: 0.6389
Epoch 455/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7497 - acc: 0.6806 - val_loss: 0.8336 - val_acc: 0.6500
Epoch 456/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7491 - acc: 0.6819 - val_loss: 0.8369 - val_acc: 0.6556
Epoch 457/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7502 - acc: 0.6819 - val_loss: 0.8341 - val_acc: 0.6333
Epoch 458/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7510 - acc: 0.6778 - val_loss: 0.8360 - val_acc: 0.6556
Epoch 459/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7501 - acc: 0.6806 - val_loss: 0.8321 - val_acc: 0.6500
Epoch 460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7488 - acc: 0.6806 - val_loss: 0.8321 - val_acc: 0.6556
Epoch 461/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7485 - acc: 0.6806 - val_loss: 0.8348 - val_acc: 0.6556
Epoch 462/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7492 - acc: 0.6833 - val_loss: 0.8329 - val_acc: 0.6333
Epoch 463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7496 - acc: 0.6806 - val_loss: 0.8351 - val_acc: 0.6556
Epoch 464/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7491 - acc: 0.6819 - val_loss: 0.8322 - val_acc: 0.6500
Epoch 465/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7482 - acc: 0.6819 - val_loss: 0.8321 - val_acc: 0.6556
Epoch 466/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7479 - acc: 0.6792 - val_loss: 0.8334 - val_acc: 0.6556
Epoch 467/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7482 - acc: 0.6861 - val_loss: 0.8322 - val_acc: 0.6444
Epoch 468/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7485 - acc: 0.6806 - val_loss: 0.8348 - val_acc: 0.6556
Epoch 469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7484 - acc: 0.6833 - val_loss: 0.8325 - val_acc: 0.6444
Epoch 470/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7479 - acc: 0.6819 - val_loss: 0.8333 - val_acc: 0.6556
Epoch 471/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7475 - acc: 0.6806 - val_loss: 0.8327 - val_acc: 0.6556
Epoch 472/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7473 - acc: 0.6819 - val_loss: 0.8319 - val_acc: 0.6500
Epoch 473/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7474 - acc: 0.6792 - val_loss: 0.8338 - val_acc: 0.6556
Epoch 474/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7475 - acc: 0.6861 - val_loss: 0.8321 - val_acc: 0.6444
Epoch 475/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7475 - acc: 0.6806 - val_loss: 0.8338 - val_acc: 0.6556
Epoch 476/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7473 - acc: 0.6847 - val_loss: 0.8321 - val_acc: 0.6500
Epoch 477/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7469 - acc: 0.6806 - val_loss: 0.8324 - val_acc: 0.6556
Epoch 478/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7467 - acc: 0.6819 - val_loss: 0.8321 - val_acc: 0.6556
Epoch 479/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7466 - acc: 0.6819 - val_loss: 0.8317 - val_acc: 0.6500
Epoch 480/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7466 - acc: 0.6819 - val_loss: 0.8330 - val_acc: 0.6556
Epoch 481/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7466 - acc: 0.6833 - val_loss: 0.8317 - val_acc: 0.6444
Epoch 482/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7466 - acc: 0.6792 - val_loss: 0.8332 - val_acc: 0.6556
Epoch 483/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7465 - acc: 0.6861 - val_loss: 0.8315 - val_acc: 0.6444
Epoch 484/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7463 - acc: 0.6806 - val_loss: 0.8326 - val_acc: 0.6556
Epoch 485/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7462 - acc: 0.6833 - val_loss: 0.8314 - val_acc: 0.6444
Epoch 486/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7460 - acc: 0.6819 - val_loss: 0.8322 - val_acc: 0.6556
Epoch 487/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7458 - acc: 0.6819 - val_loss: 0.8318 - val_acc: 0.6556
Epoch 488/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7457 - acc: 0.6806 - val_loss: 0.8319 - val_acc: 0.6556
Epoch 489/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7456 - acc: 0.6819 - val_loss: 0.8319 - val_acc: 0.6556
Epoch 490/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7455 - acc: 0.6819 - val_loss: 0.8314 - val_acc: 0.6500
Epoch 491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7454 - acc: 0.6792 - val_loss: 0.8321 - val_acc: 0.6556
Epoch 492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7454 - acc: 0.6819 - val_loss: 0.8313 - val_acc: 0.6444
Epoch 493/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7453 - acc: 0.6819 - val_loss: 0.8324 - val_acc: 0.6556
Epoch 494/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7453 - acc: 0.6819 - val_loss: 0.8312 - val_acc: 0.6444
Epoch 495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7452 - acc: 0.6806 - val_loss: 0.8327 - val_acc: 0.6556
Epoch 496/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7453 - acc: 0.6889 - val_loss: 0.8309 - val_acc: 0.6389
Epoch 497/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7453 - acc: 0.6833 - val_loss: 0.8333 - val_acc: 0.6556
Epoch 498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7455 - acc: 0.6875 - val_loss: 0.8310 - val_acc: 0.6333
Epoch 499/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7458 - acc: 0.6819 - val_loss: 0.8349 - val_acc: 0.6556
Epoch 500/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7463 - acc: 0.6847 - val_loss: 0.8317 - val_acc: 0.6333
Epoch 501/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7472 - acc: 0.6806 - val_loss: 0.8386 - val_acc: 0.6556
Epoch 502/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7488 - acc: 0.6903 - val_loss: 0.8345 - val_acc: 0.6333
Epoch 503/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7515 - acc: 0.6736 - val_loss: 0.8467 - val_acc: 0.6611
Epoch 504/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7554 - acc: 0.6764 - val_loss: 0.8416 - val_acc: 0.6278
Epoch 505/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7604 - acc: 0.6625 - val_loss: 0.8578 - val_acc: 0.6500
Epoch 506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7647 - acc: 0.6778 - val_loss: 0.8461 - val_acc: 0.6167
Epoch 507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7651 - acc: 0.6625 - val_loss: 0.8529 - val_acc: 0.6556
Epoch 508/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7595 - acc: 0.6778 - val_loss: 0.8352 - val_acc: 0.6278
Epoch 509/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7504 - acc: 0.6736 - val_loss: 0.8348 - val_acc: 0.6556
Epoch 510/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7444 - acc: 0.6819 - val_loss: 0.8363 - val_acc: 0.6556
Epoch 511/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7450 - acc: 0.6861 - val_loss: 0.8354 - val_acc: 0.6333
Epoch 512/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7496 - acc: 0.6764 - val_loss: 0.8461 - val_acc: 0.6556
Epoch 513/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7525 - acc: 0.6764 - val_loss: 0.8359 - val_acc: 0.6278
Epoch 514/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7503 - acc: 0.6750 - val_loss: 0.8367 - val_acc: 0.6556
Epoch 515/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7454 - acc: 0.6875 - val_loss: 0.8333 - val_acc: 0.6500
Epoch 516/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7434 - acc: 0.6861 - val_loss: 0.8332 - val_acc: 0.6389
Epoch 517/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7454 - acc: 0.6806 - val_loss: 0.8411 - val_acc: 0.6556
Epoch 518/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7480 - acc: 0.6889 - val_loss: 0.8342 - val_acc: 0.6389
Epoch 519/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7476 - acc: 0.6792 - val_loss: 0.8359 - val_acc: 0.6556
Epoch 520/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7447 - acc: 0.6847 - val_loss: 0.8316 - val_acc: 0.6500
Epoch 521/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7429 - acc: 0.6819 - val_loss: 0.8313 - val_acc: 0.6333
Epoch 522/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7437 - acc: 0.6819 - val_loss: 0.8370 - val_acc: 0.6556
Epoch 523/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7455 - acc: 0.6847 - val_loss: 0.8318 - val_acc: 0.6389
Epoch 524/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7456 - acc: 0.6806 - val_loss: 0.8345 - val_acc: 0.6556
Epoch 525/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7440 - acc: 0.6833 - val_loss: 0.8302 - val_acc: 0.6500
Epoch 526/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7425 - acc: 0.6847 - val_loss: 0.8298 - val_acc: 0.6444
Epoch 527/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7425 - acc: 0.6833 - val_loss: 0.8332 - val_acc: 0.6556
Epoch 528/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7434 - acc: 0.6833 - val_loss: 0.8301 - val_acc: 0.6333
Epoch 529/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7441 - acc: 0.6806 - val_loss: 0.8337 - val_acc: 0.6500
Epoch 530/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7436 - acc: 0.6847 - val_loss: 0.8294 - val_acc: 0.6333
Epoch 531/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7426 - acc: 0.6806 - val_loss: 0.8301 - val_acc: 0.6500
Epoch 532/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7418 - acc: 0.6833 - val_loss: 0.8302 - val_acc: 0.6500
Epoch 533/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7418 - acc: 0.6833 - val_loss: 0.8290 - val_acc: 0.6389
Epoch 534/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7423 - acc: 0.6806 - val_loss: 0.8324 - val_acc: 0.6500
Epoch 535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7426 - acc: 0.6847 - val_loss: 0.8292 - val_acc: 0.6333
Epoch 536/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7424 - acc: 0.6819 - val_loss: 0.8316 - val_acc: 0.6556
Epoch 537/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7419 - acc: 0.6847 - val_loss: 0.8293 - val_acc: 0.6500
Epoch 538/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7413 - acc: 0.6847 - val_loss: 0.8295 - val_acc: 0.6500
Epoch 539/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7411 - acc: 0.6847 - val_loss: 0.8304 - val_acc: 0.6500
Epoch 540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7411 - acc: 0.6833 - val_loss: 0.8291 - val_acc: 0.6444
Epoch 541/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7413 - acc: 0.6833 - val_loss: 0.8315 - val_acc: 0.6500
Epoch 542/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7414 - acc: 0.6847 - val_loss: 0.8290 - val_acc: 0.6389
Epoch 543/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7413 - acc: 0.6833 - val_loss: 0.8309 - val_acc: 0.6500
Epoch 544/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7411 - acc: 0.6875 - val_loss: 0.8288 - val_acc: 0.6444
Epoch 545/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7407 - acc: 0.6861 - val_loss: 0.8297 - val_acc: 0.6500
Epoch 546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7405 - acc: 0.6833 - val_loss: 0.8293 - val_acc: 0.6500
Epoch 547/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7403 - acc: 0.6847 - val_loss: 0.8290 - val_acc: 0.6500
Epoch 548/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7403 - acc: 0.6847 - val_loss: 0.8301 - val_acc: 0.6500
Epoch 549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7403 - acc: 0.6833 - val_loss: 0.8286 - val_acc: 0.6444
Epoch 550/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7403 - acc: 0.6875 - val_loss: 0.8303 - val_acc: 0.6500
Epoch 551/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7403 - acc: 0.6875 - val_loss: 0.8283 - val_acc: 0.6444
Epoch 552/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7403 - acc: 0.6847 - val_loss: 0.8303 - val_acc: 0.6500
Epoch 553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7402 - acc: 0.6875 - val_loss: 0.8284 - val_acc: 0.6444
Epoch 554/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7400 - acc: 0.6861 - val_loss: 0.8302 - val_acc: 0.6500
Epoch 555/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7399 - acc: 0.6847 - val_loss: 0.8284 - val_acc: 0.6444
Epoch 556/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7397 - acc: 0.6889 - val_loss: 0.8298 - val_acc: 0.6500
Epoch 557/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7396 - acc: 0.6833 - val_loss: 0.8283 - val_acc: 0.6444
Epoch 558/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7395 - acc: 0.6875 - val_loss: 0.8296 - val_acc: 0.6500
Epoch 559/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7393 - acc: 0.6833 - val_loss: 0.8285 - val_acc: 0.6444
Epoch 560/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7392 - acc: 0.6875 - val_loss: 0.8296 - val_acc: 0.6500
Epoch 561/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7391 - acc: 0.6833 - val_loss: 0.8284 - val_acc: 0.6500
Epoch 562/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7390 - acc: 0.6889 - val_loss: 0.8295 - val_acc: 0.6500
Epoch 563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7390 - acc: 0.6833 - val_loss: 0.8281 - val_acc: 0.6444
Epoch 564/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7389 - acc: 0.6875 - val_loss: 0.8296 - val_acc: 0.6500
Epoch 565/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7389 - acc: 0.6833 - val_loss: 0.8280 - val_acc: 0.6444
Epoch 566/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7389 - acc: 0.6875 - val_loss: 0.8304 - val_acc: 0.6500
Epoch 567/15000
720/720 [==============================] - 0s 7us/step - loss: 0.7390 - acc: 0.6861 - val_loss: 0.8278 - val_acc: 0.6333
Epoch 568/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7393 - acc: 0.6847 - val_loss: 0.8320 - val_acc: 0.6500
Epoch 569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7399 - acc: 0.6875 - val_loss: 0.8283 - val_acc: 0.6333
Epoch 570/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7411 - acc: 0.6806 - val_loss: 0.8367 - val_acc: 0.6500
Epoch 571/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7431 - acc: 0.6889 - val_loss: 0.8322 - val_acc: 0.6333
Epoch 572/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7470 - acc: 0.6778 - val_loss: 0.8487 - val_acc: 0.6556
Epoch 573/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7527 - acc: 0.6736 - val_loss: 0.8431 - val_acc: 0.6278
Epoch 574/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7608 - acc: 0.6639 - val_loss: 0.8644 - val_acc: 0.6444
Epoch 575/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7663 - acc: 0.6750 - val_loss: 0.8468 - val_acc: 0.6222
Epoch 576/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7644 - acc: 0.6611 - val_loss: 0.8506 - val_acc: 0.6500
Epoch 577/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7528 - acc: 0.6778 - val_loss: 0.8303 - val_acc: 0.6389
Epoch 578/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7406 - acc: 0.6819 - val_loss: 0.8305 - val_acc: 0.6389
Epoch 579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7385 - acc: 0.6861 - val_loss: 0.8432 - val_acc: 0.6556
Epoch 580/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7452 - acc: 0.6833 - val_loss: 0.8374 - val_acc: 0.6167
Epoch 581/15000
720/720 [==============================] - 0s 6us/step - loss: 0.7503 - acc: 0.6694 - val_loss: 0.8439 - val_acc: 0.6500
Epoch 582/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7463 - acc: 0.6819 - val_loss: 0.8303 - val_acc: 0.6333
Epoch 583/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7390 - acc: 0.6847 - val_loss: 0.8300 - val_acc: 0.6389
Epoch 584/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7382 - acc: 0.6903 - val_loss: 0.8407 - val_acc: 0.6556
Epoch 585/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7430 - acc: 0.6889 - val_loss: 0.8343 - val_acc: 0.6333
Epoch 586/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7450 - acc: 0.6764 - val_loss: 0.8372 - val_acc: 0.6500
Epoch 587/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7405 - acc: 0.6889 - val_loss: 0.8301 - val_acc: 0.6500
Epoch 588/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7370 - acc: 0.6861 - val_loss: 0.8291 - val_acc: 0.6333
Epoch 589/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7388 - acc: 0.6833 - val_loss: 0.8365 - val_acc: 0.6556
Epoch 590/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7413 - acc: 0.6889 - val_loss: 0.8289 - val_acc: 0.6389
Epoch 591/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7402 - acc: 0.6806 - val_loss: 0.8304 - val_acc: 0.6500
Epoch 592/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7371 - acc: 0.6889 - val_loss: 0.8301 - val_acc: 0.6500
Epoch 593/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7369 - acc: 0.6861 - val_loss: 0.8282 - val_acc: 0.6333
Epoch 594/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7389 - acc: 0.6833 - val_loss: 0.8331 - val_acc: 0.6500
Epoch 595/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7393 - acc: 0.6903 - val_loss: 0.8260 - val_acc: 0.6389
Epoch 596/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7376 - acc: 0.6833 - val_loss: 0.8268 - val_acc: 0.6500
Epoch 597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7360 - acc: 0.6875 - val_loss: 0.8290 - val_acc: 0.6500
Epoch 598/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7367 - acc: 0.6889 - val_loss: 0.8267 - val_acc: 0.6333
Epoch 599/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7379 - acc: 0.6819 - val_loss: 0.8309 - val_acc: 0.6500
Epoch 600/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7377 - acc: 0.6875 - val_loss: 0.8255 - val_acc: 0.6389
Epoch 601/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7364 - acc: 0.6847 - val_loss: 0.8258 - val_acc: 0.6500
Epoch 602/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7355 - acc: 0.6875 - val_loss: 0.8278 - val_acc: 0.6500
Epoch 603/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7360 - acc: 0.6903 - val_loss: 0.8260 - val_acc: 0.6333
Epoch 604/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7367 - acc: 0.6847 - val_loss: 0.8303 - val_acc: 0.6500
Epoch 605/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7366 - acc: 0.6889 - val_loss: 0.8264 - val_acc: 0.6500
Epoch 606/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7357 - acc: 0.6889 - val_loss: 0.8267 - val_acc: 0.6500
Epoch 607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7351 - acc: 0.6875 - val_loss: 0.8268 - val_acc: 0.6500
Epoch 608/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7352 - acc: 0.6917 - val_loss: 0.8250 - val_acc: 0.6389
Epoch 609/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7356 - acc: 0.6903 - val_loss: 0.8286 - val_acc: 0.6500
Epoch 610/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7357 - acc: 0.6889 - val_loss: 0.8258 - val_acc: 0.6389
Epoch 611/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7353 - acc: 0.6875 - val_loss: 0.8273 - val_acc: 0.6500
Epoch 612/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7347 - acc: 0.6889 - val_loss: 0.8260 - val_acc: 0.6500
Epoch 613/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7345 - acc: 0.6889 - val_loss: 0.8248 - val_acc: 0.6500
Epoch 614/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7346 - acc: 0.6903 - val_loss: 0.8269 - val_acc: 0.6500
Epoch 615/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7348 - acc: 0.6917 - val_loss: 0.8250 - val_acc: 0.6389
Epoch 616/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7347 - acc: 0.6889 - val_loss: 0.8274 - val_acc: 0.6500
Epoch 617/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7345 - acc: 0.6917 - val_loss: 0.8254 - val_acc: 0.6500
Epoch 618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7341 - acc: 0.6903 - val_loss: 0.8255 - val_acc: 0.6500
Epoch 619/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7339 - acc: 0.6903 - val_loss: 0.8255 - val_acc: 0.6500
Epoch 620/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7338 - acc: 0.6903 - val_loss: 0.8246 - val_acc: 0.6500
Epoch 621/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7339 - acc: 0.6917 - val_loss: 0.8266 - val_acc: 0.6500
Epoch 622/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7339 - acc: 0.6903 - val_loss: 0.8251 - val_acc: 0.6500
Epoch 623/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7339 - acc: 0.6903 - val_loss: 0.8267 - val_acc: 0.6500
Epoch 624/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7337 - acc: 0.6903 - val_loss: 0.8248 - val_acc: 0.6500
Epoch 625/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7335 - acc: 0.6917 - val_loss: 0.8256 - val_acc: 0.6500
Epoch 626/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7333 - acc: 0.6917 - val_loss: 0.8252 - val_acc: 0.6500
Epoch 627/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7331 - acc: 0.6903 - val_loss: 0.8254 - val_acc: 0.6500
Epoch 628/15000
720/720 [==============================] - 0s 20us/step - loss: 0.7331 - acc: 0.6903 - val_loss: 0.8263 - val_acc: 0.6500
Epoch 629/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7330 - acc: 0.6917 - val_loss: 0.8252 - val_acc: 0.6500
Epoch 630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7330 - acc: 0.6917 - val_loss: 0.8262 - val_acc: 0.6500
Epoch 631/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7329 - acc: 0.6917 - val_loss: 0.8246 - val_acc: 0.6500
Epoch 632/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7329 - acc: 0.6931 - val_loss: 0.8261 - val_acc: 0.6500
Epoch 633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7328 - acc: 0.6917 - val_loss: 0.8247 - val_acc: 0.6500
Epoch 634/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7327 - acc: 0.6917 - val_loss: 0.8261 - val_acc: 0.6500
Epoch 635/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7326 - acc: 0.6931 - val_loss: 0.8245 - val_acc: 0.6500
Epoch 636/15000
720/720 [==============================] - 0s 2us/step - loss: 0.7325 - acc: 0.6931 - val_loss: 0.8256 - val_acc: 0.6500
Epoch 637/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7323 - acc: 0.6903 - val_loss: 0.8243 - val_acc: 0.6500
Epoch 638/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7322 - acc: 0.6944 - val_loss: 0.8255 - val_acc: 0.6500
Epoch 639/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7321 - acc: 0.6917 - val_loss: 0.8245 - val_acc: 0.6500
Epoch 640/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7320 - acc: 0.6917 - val_loss: 0.8255 - val_acc: 0.6500
Epoch 641/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7319 - acc: 0.6903 - val_loss: 0.8243 - val_acc: 0.6500
Epoch 642/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7319 - acc: 0.6944 - val_loss: 0.8254 - val_acc: 0.6500
Epoch 643/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7318 - acc: 0.6931 - val_loss: 0.8240 - val_acc: 0.6500
Epoch 644/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7317 - acc: 0.6944 - val_loss: 0.8257 - val_acc: 0.6500
Epoch 645/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7317 - acc: 0.6931 - val_loss: 0.8239 - val_acc: 0.6500
Epoch 646/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7318 - acc: 0.6958 - val_loss: 0.8265 - val_acc: 0.6500
Epoch 647/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7319 - acc: 0.6903 - val_loss: 0.8237 - val_acc: 0.6333
Epoch 648/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7323 - acc: 0.6903 - val_loss: 0.8284 - val_acc: 0.6444
Epoch 649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7329 - acc: 0.6917 - val_loss: 0.8245 - val_acc: 0.6389
Epoch 650/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7343 - acc: 0.6847 - val_loss: 0.8339 - val_acc: 0.6444
Epoch 651/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7367 - acc: 0.6889 - val_loss: 0.8289 - val_acc: 0.6333
Epoch 652/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7412 - acc: 0.6792 - val_loss: 0.8468 - val_acc: 0.6500
Epoch 653/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7470 - acc: 0.6708 - val_loss: 0.8398 - val_acc: 0.6333
Epoch 654/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7551 - acc: 0.6708 - val_loss: 0.8596 - val_acc: 0.6444
Epoch 655/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7574 - acc: 0.6736 - val_loss: 0.8389 - val_acc: 0.6222
Epoch 656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7526 - acc: 0.6681 - val_loss: 0.8415 - val_acc: 0.6500
Epoch 657/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7402 - acc: 0.6806 - val_loss: 0.8264 - val_acc: 0.6444
Epoch 658/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7314 - acc: 0.6944 - val_loss: 0.8270 - val_acc: 0.6389
Epoch 659/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7330 - acc: 0.6889 - val_loss: 0.8421 - val_acc: 0.6500
Epoch 660/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7400 - acc: 0.6819 - val_loss: 0.8329 - val_acc: 0.6222
Epoch 661/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7425 - acc: 0.6708 - val_loss: 0.8370 - val_acc: 0.6444
Epoch 662/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7364 - acc: 0.6917 - val_loss: 0.8266 - val_acc: 0.6500
Epoch 663/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7308 - acc: 0.6958 - val_loss: 0.8261 - val_acc: 0.6389
Epoch 664/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7320 - acc: 0.6889 - val_loss: 0.8375 - val_acc: 0.6444
Epoch 665/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7362 - acc: 0.6903 - val_loss: 0.8292 - val_acc: 0.6389
Epoch 666/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7367 - acc: 0.6847 - val_loss: 0.8312 - val_acc: 0.6500
Epoch 667/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7320 - acc: 0.6889 - val_loss: 0.8267 - val_acc: 0.6500
Epoch 668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7299 - acc: 0.6931 - val_loss: 0.8248 - val_acc: 0.6333
Epoch 669/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7322 - acc: 0.6875 - val_loss: 0.8322 - val_acc: 0.6444
Epoch 670/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7339 - acc: 0.6917 - val_loss: 0.8247 - val_acc: 0.6389
Epoch 671/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7322 - acc: 0.6847 - val_loss: 0.8259 - val_acc: 0.6556
Epoch 672/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7296 - acc: 0.6903 - val_loss: 0.8269 - val_acc: 0.6556
Epoch 673/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7301 - acc: 0.6931 - val_loss: 0.8238 - val_acc: 0.6333
Epoch 674/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7320 - acc: 0.6847 - val_loss: 0.8282 - val_acc: 0.6500
Epoch 675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7320 - acc: 0.6903 - val_loss: 0.8216 - val_acc: 0.6389
Epoch 676/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7302 - acc: 0.6944 - val_loss: 0.8228 - val_acc: 0.6500
Epoch 677/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7290 - acc: 0.6944 - val_loss: 0.8254 - val_acc: 0.6500
Epoch 678/15000
720/720 [==============================] - 0s 6us/step - loss: 0.7296 - acc: 0.6903 - val_loss: 0.8231 - val_acc: 0.6389
Epoch 679/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7308 - acc: 0.6875 - val_loss: 0.8276 - val_acc: 0.6500
Epoch 680/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7304 - acc: 0.6917 - val_loss: 0.8223 - val_acc: 0.6500
Epoch 681/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7291 - acc: 0.6944 - val_loss: 0.8231 - val_acc: 0.6500
Epoch 682/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7285 - acc: 0.6944 - val_loss: 0.8250 - val_acc: 0.6556
Epoch 683/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7289 - acc: 0.6903 - val_loss: 0.8226 - val_acc: 0.6444
Epoch 684/15000
720/720 [==============================] - 0s 30us/step - loss: 0.7295 - acc: 0.6931 - val_loss: 0.8266 - val_acc: 0.6500
Epoch 685/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7293 - acc: 0.6917 - val_loss: 0.8226 - val_acc: 0.6500
Epoch 686/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7285 - acc: 0.6958 - val_loss: 0.8231 - val_acc: 0.6556
Epoch 687/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7280 - acc: 0.6944 - val_loss: 0.8237 - val_acc: 0.6556
Epoch 688/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7281 - acc: 0.6944 - val_loss: 0.8216 - val_acc: 0.6444
Epoch 689/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7284 - acc: 0.6944 - val_loss: 0.8249 - val_acc: 0.6500
Epoch 690/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7284 - acc: 0.6903 - val_loss: 0.8220 - val_acc: 0.6444
Epoch 691/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7281 - acc: 0.6958 - val_loss: 0.8234 - val_acc: 0.6556
Epoch 692/15000
720/720 [==============================] - 0s 9us/step - loss: 0.7277 - acc: 0.6931 - val_loss: 0.8227 - val_acc: 0.6556
Epoch 693/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7274 - acc: 0.6931 - val_loss: 0.8219 - val_acc: 0.6556
Epoch 694/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7275 - acc: 0.6972 - val_loss: 0.8237 - val_acc: 0.6500
Epoch 695/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7276 - acc: 0.6944 - val_loss: 0.8217 - val_acc: 0.6500
Epoch 696/15000
720/720 [==============================] - 0s 23us/step - loss: 0.7276 - acc: 0.6958 - val_loss: 0.8237 - val_acc: 0.6500
Epoch 697/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7274 - acc: 0.6931 - val_loss: 0.8218 - val_acc: 0.6556
Epoch 698/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7271 - acc: 0.6958 - val_loss: 0.8227 - val_acc: 0.6556
Epoch 699/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7269 - acc: 0.6944 - val_loss: 0.8223 - val_acc: 0.6556
Epoch 700/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7268 - acc: 0.6958 - val_loss: 0.8217 - val_acc: 0.6556
Epoch 701/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7268 - acc: 0.6944 - val_loss: 0.8233 - val_acc: 0.6500
Epoch 702/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7268 - acc: 0.6958 - val_loss: 0.8217 - val_acc: 0.6556
Epoch 703/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7268 - acc: 0.6958 - val_loss: 0.8238 - val_acc: 0.6500
Epoch 704/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7267 - acc: 0.6944 - val_loss: 0.8220 - val_acc: 0.6556
Epoch 705/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7265 - acc: 0.6972 - val_loss: 0.8232 - val_acc: 0.6500
Epoch 706/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7263 - acc: 0.6958 - val_loss: 0.8222 - val_acc: 0.6556
Epoch 707/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7262 - acc: 0.6944 - val_loss: 0.8222 - val_acc: 0.6556
Epoch 708/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7261 - acc: 0.6958 - val_loss: 0.8224 - val_acc: 0.6556
Epoch 709/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7260 - acc: 0.6944 - val_loss: 0.8218 - val_acc: 0.6556
Epoch 710/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7259 - acc: 0.6944 - val_loss: 0.8226 - val_acc: 0.6500
Epoch 711/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7259 - acc: 0.6944 - val_loss: 0.8214 - val_acc: 0.6556
Epoch 712/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7258 - acc: 0.6944 - val_loss: 0.8226 - val_acc: 0.6500
Epoch 713/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7258 - acc: 0.6944 - val_loss: 0.8211 - val_acc: 0.6556
Epoch 714/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7257 - acc: 0.6972 - val_loss: 0.8227 - val_acc: 0.6500
Epoch 715/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7256 - acc: 0.6944 - val_loss: 0.8210 - val_acc: 0.6556
Epoch 716/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7256 - acc: 0.6972 - val_loss: 0.8229 - val_acc: 0.6500
Epoch 717/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7255 - acc: 0.6944 - val_loss: 0.8209 - val_acc: 0.6556
Epoch 718/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7254 - acc: 0.6972 - val_loss: 0.8229 - val_acc: 0.6500
Epoch 719/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7254 - acc: 0.6944 - val_loss: 0.8207 - val_acc: 0.6500
Epoch 720/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7253 - acc: 0.6958 - val_loss: 0.8231 - val_acc: 0.6500
Epoch 721/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7254 - acc: 0.6931 - val_loss: 0.8206 - val_acc: 0.6500
Epoch 722/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7254 - acc: 0.6944 - val_loss: 0.8239 - val_acc: 0.6500
Epoch 723/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7256 - acc: 0.6903 - val_loss: 0.8205 - val_acc: 0.6444
Epoch 724/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7259 - acc: 0.6958 - val_loss: 0.8257 - val_acc: 0.6500
Epoch 725/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7265 - acc: 0.6931 - val_loss: 0.8210 - val_acc: 0.6333
Epoch 726/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7275 - acc: 0.6875 - val_loss: 0.8295 - val_acc: 0.6444
Epoch 727/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7289 - acc: 0.6903 - val_loss: 0.8232 - val_acc: 0.6389
Epoch 728/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7314 - acc: 0.6861 - val_loss: 0.8365 - val_acc: 0.6444
Epoch 729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7340 - acc: 0.6861 - val_loss: 0.8278 - val_acc: 0.6333
Epoch 730/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7378 - acc: 0.6750 - val_loss: 0.8433 - val_acc: 0.6444
Epoch 731/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7389 - acc: 0.6750 - val_loss: 0.8289 - val_acc: 0.6278
Epoch 732/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7385 - acc: 0.6750 - val_loss: 0.8380 - val_acc: 0.6444
Epoch 733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7335 - acc: 0.6847 - val_loss: 0.8230 - val_acc: 0.6389
Epoch 734/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7279 - acc: 0.6861 - val_loss: 0.8248 - val_acc: 0.6500
Epoch 735/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7242 - acc: 0.6958 - val_loss: 0.8253 - val_acc: 0.6500
Epoch 736/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7244 - acc: 0.6944 - val_loss: 0.8226 - val_acc: 0.6389
Epoch 737/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7271 - acc: 0.6917 - val_loss: 0.8330 - val_acc: 0.6444
Epoch 738/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7295 - acc: 0.6889 - val_loss: 0.8241 - val_acc: 0.6389
Epoch 739/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7299 - acc: 0.6847 - val_loss: 0.8294 - val_acc: 0.6444
Epoch 740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7273 - acc: 0.6889 - val_loss: 0.8217 - val_acc: 0.6389
Epoch 741/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7246 - acc: 0.6972 - val_loss: 0.8222 - val_acc: 0.6500
Epoch 742/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7233 - acc: 0.6958 - val_loss: 0.8251 - val_acc: 0.6500
Epoch 743/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7241 - acc: 0.6931 - val_loss: 0.8216 - val_acc: 0.6389
Epoch 744/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7257 - acc: 0.6903 - val_loss: 0.8275 - val_acc: 0.6500
Epoch 745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7262 - acc: 0.6903 - val_loss: 0.8202 - val_acc: 0.6389
Epoch 746/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7253 - acc: 0.6903 - val_loss: 0.8229 - val_acc: 0.6500
Epoch 747/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7236 - acc: 0.6917 - val_loss: 0.8202 - val_acc: 0.6500
Epoch 748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7227 - acc: 0.6972 - val_loss: 0.8201 - val_acc: 0.6556
Epoch 749/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7230 - acc: 0.6986 - val_loss: 0.8236 - val_acc: 0.6500
Epoch 750/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7237 - acc: 0.6931 - val_loss: 0.8191 - val_acc: 0.6389
Epoch 751/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7244 - acc: 0.6944 - val_loss: 0.8239 - val_acc: 0.6444
Epoch 752/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7242 - acc: 0.6944 - val_loss: 0.8184 - val_acc: 0.6444
Epoch 753/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7236 - acc: 0.6958 - val_loss: 0.8219 - val_acc: 0.6444
Epoch 754/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7227 - acc: 0.6931 - val_loss: 0.8202 - val_acc: 0.6556
Epoch 755/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7221 - acc: 0.6986 - val_loss: 0.8201 - val_acc: 0.6556
Epoch 756/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7221 - acc: 0.6986 - val_loss: 0.8225 - val_acc: 0.6500
Epoch 757/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7224 - acc: 0.6931 - val_loss: 0.8191 - val_acc: 0.6444
Epoch 758/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7227 - acc: 0.6944 - val_loss: 0.8231 - val_acc: 0.6500
Epoch 759/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7228 - acc: 0.6917 - val_loss: 0.8189 - val_acc: 0.6444
Epoch 760/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7226 - acc: 0.6958 - val_loss: 0.8218 - val_acc: 0.6500
Epoch 761/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7222 - acc: 0.6917 - val_loss: 0.8190 - val_acc: 0.6556
Epoch 762/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7218 - acc: 0.6986 - val_loss: 0.8203 - val_acc: 0.6500
Epoch 763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7214 - acc: 0.6958 - val_loss: 0.8198 - val_acc: 0.6500
Epoch 764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7213 - acc: 0.6958 - val_loss: 0.8192 - val_acc: 0.6500
Epoch 765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7213 - acc: 0.6986 - val_loss: 0.8204 - val_acc: 0.6500
Epoch 766/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7213 - acc: 0.6931 - val_loss: 0.8183 - val_acc: 0.6389
Epoch 767/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7214 - acc: 0.7000 - val_loss: 0.8211 - val_acc: 0.6500
Epoch 768/15000
720/720 [==============================] - 0s 6us/step - loss: 0.7215 - acc: 0.6917 - val_loss: 0.8184 - val_acc: 0.6500
Epoch 769/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7215 - acc: 0.6944 - val_loss: 0.8220 - val_acc: 0.6500
Epoch 770/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7214 - acc: 0.6931 - val_loss: 0.8184 - val_acc: 0.6500
Epoch 771/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7213 - acc: 0.6944 - val_loss: 0.8214 - val_acc: 0.6500
Epoch 772/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7212 - acc: 0.6931 - val_loss: 0.8180 - val_acc: 0.6500
Epoch 773/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7210 - acc: 0.6944 - val_loss: 0.8208 - val_acc: 0.6500
Epoch 774/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7209 - acc: 0.6931 - val_loss: 0.8184 - val_acc: 0.6444
Epoch 775/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7207 - acc: 0.6972 - val_loss: 0.8209 - val_acc: 0.6500
Epoch 776/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7206 - acc: 0.6931 - val_loss: 0.8186 - val_acc: 0.6444
Epoch 777/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7205 - acc: 0.6986 - val_loss: 0.8207 - val_acc: 0.6500
Epoch 778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7204 - acc: 0.6944 - val_loss: 0.8183 - val_acc: 0.6444
Epoch 779/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7203 - acc: 0.6986 - val_loss: 0.8208 - val_acc: 0.6500
Epoch 780/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7202 - acc: 0.6944 - val_loss: 0.8181 - val_acc: 0.6444
Epoch 781/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7202 - acc: 0.6972 - val_loss: 0.8211 - val_acc: 0.6500
Epoch 782/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7203 - acc: 0.6917 - val_loss: 0.8178 - val_acc: 0.6500
Epoch 783/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7205 - acc: 0.6972 - val_loss: 0.8221 - val_acc: 0.6500
Epoch 784/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7207 - acc: 0.6903 - val_loss: 0.8178 - val_acc: 0.6389
Epoch 785/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7214 - acc: 0.6944 - val_loss: 0.8247 - val_acc: 0.6444
Epoch 786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7222 - acc: 0.6917 - val_loss: 0.8187 - val_acc: 0.6500
Epoch 787/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7240 - acc: 0.6903 - val_loss: 0.8303 - val_acc: 0.6444
Epoch 788/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7261 - acc: 0.6875 - val_loss: 0.8222 - val_acc: 0.6444
Epoch 789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7299 - acc: 0.6861 - val_loss: 0.8396 - val_acc: 0.6444
Epoch 790/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7330 - acc: 0.6806 - val_loss: 0.8273 - val_acc: 0.6444
Epoch 791/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7366 - acc: 0.6736 - val_loss: 0.8428 - val_acc: 0.6500
Epoch 792/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7348 - acc: 0.6736 - val_loss: 0.8238 - val_acc: 0.6444
Epoch 793/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7303 - acc: 0.6792 - val_loss: 0.8292 - val_acc: 0.6444
Epoch 794/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7233 - acc: 0.6931 - val_loss: 0.8199 - val_acc: 0.6500
Epoch 795/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7191 - acc: 0.6958 - val_loss: 0.8195 - val_acc: 0.6444
Epoch 796/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7196 - acc: 0.6958 - val_loss: 0.8290 - val_acc: 0.6444
Epoch 797/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7231 - acc: 0.6903 - val_loss: 0.8218 - val_acc: 0.6500
Epoch 798/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7261 - acc: 0.6875 - val_loss: 0.8314 - val_acc: 0.6444
Epoch 799/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7252 - acc: 0.6875 - val_loss: 0.8199 - val_acc: 0.6444
Epoch 800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7222 - acc: 0.6944 - val_loss: 0.8218 - val_acc: 0.6500
Epoch 801/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7191 - acc: 0.6903 - val_loss: 0.8211 - val_acc: 0.6444
Epoch 802/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7184 - acc: 0.6958 - val_loss: 0.8183 - val_acc: 0.6444
Epoch 803/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7199 - acc: 0.6944 - val_loss: 0.8260 - val_acc: 0.6444
Epoch 804/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7214 - acc: 0.6931 - val_loss: 0.8181 - val_acc: 0.6444
Epoch 805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7215 - acc: 0.6903 - val_loss: 0.8218 - val_acc: 0.6500
Epoch 806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7197 - acc: 0.6917 - val_loss: 0.8171 - val_acc: 0.6444
Epoch 807/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7181 - acc: 0.6986 - val_loss: 0.8171 - val_acc: 0.6500
Epoch 808/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7178 - acc: 0.6972 - val_loss: 0.8208 - val_acc: 0.6500
Epoch 809/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7186 - acc: 0.6903 - val_loss: 0.8168 - val_acc: 0.6444
Epoch 810/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7196 - acc: 0.6972 - val_loss: 0.8215 - val_acc: 0.6500
Epoch 811/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7196 - acc: 0.6903 - val_loss: 0.8156 - val_acc: 0.6444
Epoch 812/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7189 - acc: 0.7000 - val_loss: 0.8187 - val_acc: 0.6500
Epoch 813/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7178 - acc: 0.6917 - val_loss: 0.8170 - val_acc: 0.6500
Epoch 814/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7171 - acc: 0.6972 - val_loss: 0.8172 - val_acc: 0.6444
Epoch 815/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7172 - acc: 0.6986 - val_loss: 0.8197 - val_acc: 0.6500
Epoch 816/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7176 - acc: 0.6917 - val_loss: 0.8163 - val_acc: 0.6444
Epoch 817/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7180 - acc: 0.6958 - val_loss: 0.8205 - val_acc: 0.6500
Epoch 818/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7179 - acc: 0.6889 - val_loss: 0.8160 - val_acc: 0.6444
Epoch 819/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7176 - acc: 0.6986 - val_loss: 0.8189 - val_acc: 0.6500
Epoch 820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7170 - acc: 0.6931 - val_loss: 0.8160 - val_acc: 0.6500
Epoch 821/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7166 - acc: 0.6986 - val_loss: 0.8164 - val_acc: 0.6500
Epoch 822/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7164 - acc: 0.6958 - val_loss: 0.8175 - val_acc: 0.6500
Epoch 823/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7165 - acc: 0.6944 - val_loss: 0.8157 - val_acc: 0.6444
Epoch 824/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7166 - acc: 0.7000 - val_loss: 0.8190 - val_acc: 0.6500
Epoch 825/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7167 - acc: 0.6931 - val_loss: 0.8151 - val_acc: 0.6444
Epoch 826/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7167 - acc: 0.6972 - val_loss: 0.8183 - val_acc: 0.6500
Epoch 827/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7166 - acc: 0.6903 - val_loss: 0.8150 - val_acc: 0.6389
Epoch 828/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7164 - acc: 0.7014 - val_loss: 0.8177 - val_acc: 0.6500
Epoch 829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7161 - acc: 0.6931 - val_loss: 0.8159 - val_acc: 0.6444
Epoch 830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7159 - acc: 0.6986 - val_loss: 0.8167 - val_acc: 0.6500
Epoch 831/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7157 - acc: 0.6958 - val_loss: 0.8161 - val_acc: 0.6500
Epoch 832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7155 - acc: 0.6972 - val_loss: 0.8157 - val_acc: 0.6500
Epoch 833/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7154 - acc: 0.6972 - val_loss: 0.8165 - val_acc: 0.6500
Epoch 834/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7154 - acc: 0.6958 - val_loss: 0.8155 - val_acc: 0.6444
Epoch 835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7154 - acc: 0.6986 - val_loss: 0.8170 - val_acc: 0.6500
Epoch 836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7154 - acc: 0.6931 - val_loss: 0.8152 - val_acc: 0.6389
Epoch 837/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7154 - acc: 0.7000 - val_loss: 0.8176 - val_acc: 0.6500
Epoch 838/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7154 - acc: 0.6903 - val_loss: 0.8149 - val_acc: 0.6389
Epoch 839/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7154 - acc: 0.7000 - val_loss: 0.8182 - val_acc: 0.6500
Epoch 840/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7155 - acc: 0.6903 - val_loss: 0.8144 - val_acc: 0.6389
Epoch 841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7156 - acc: 0.6972 - val_loss: 0.8190 - val_acc: 0.6500
Epoch 842/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7158 - acc: 0.6875 - val_loss: 0.8142 - val_acc: 0.6389
Epoch 843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7162 - acc: 0.6958 - val_loss: 0.8209 - val_acc: 0.6444
Epoch 844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7167 - acc: 0.6917 - val_loss: 0.8147 - val_acc: 0.6444
Epoch 845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7176 - acc: 0.6944 - val_loss: 0.8240 - val_acc: 0.6444
Epoch 846/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7187 - acc: 0.6917 - val_loss: 0.8159 - val_acc: 0.6556
Epoch 847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7205 - acc: 0.6917 - val_loss: 0.8287 - val_acc: 0.6444
Epoch 848/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7220 - acc: 0.6847 - val_loss: 0.8184 - val_acc: 0.6500
Epoch 849/15000
720/720 [==============================] - 0s 1us/step - loss: 0.7243 - acc: 0.6861 - val_loss: 0.8330 - val_acc: 0.6444
Epoch 850/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7247 - acc: 0.6847 - val_loss: 0.8189 - val_acc: 0.6444
Epoch 851/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7246 - acc: 0.6861 - val_loss: 0.8302 - val_acc: 0.6444
Epoch 852/15000
720/720 [==============================] - 0s 16us/step - loss: 0.7217 - acc: 0.6875 - val_loss: 0.8160 - val_acc: 0.6444
Epoch 853/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7183 - acc: 0.6944 - val_loss: 0.8209 - val_acc: 0.6444
Epoch 854/15000
720/720 [==============================] - 0s 31us/step - loss: 0.7151 - acc: 0.6931 - val_loss: 0.8161 - val_acc: 0.6500
Epoch 855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7137 - acc: 0.6944 - val_loss: 0.8152 - val_acc: 0.6500
Epoch 856/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7142 - acc: 0.7000 - val_loss: 0.8217 - val_acc: 0.6444
Epoch 857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7158 - acc: 0.6917 - val_loss: 0.8154 - val_acc: 0.6500
Epoch 858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7175 - acc: 0.6931 - val_loss: 0.8249 - val_acc: 0.6444
Epoch 859/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7179 - acc: 0.6917 - val_loss: 0.8150 - val_acc: 0.6444
Epoch 860/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7173 - acc: 0.6944 - val_loss: 0.8208 - val_acc: 0.6444
Epoch 861/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7155 - acc: 0.6917 - val_loss: 0.8141 - val_acc: 0.6444
Epoch 862/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7139 - acc: 0.7000 - val_loss: 0.8153 - val_acc: 0.6500
Epoch 863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7131 - acc: 0.6944 - val_loss: 0.8167 - val_acc: 0.6444
Epoch 864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7132 - acc: 0.6944 - val_loss: 0.8131 - val_acc: 0.6444
Epoch 865/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7139 - acc: 0.6986 - val_loss: 0.8191 - val_acc: 0.6444
Epoch 866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7146 - acc: 0.6931 - val_loss: 0.8128 - val_acc: 0.6389
Epoch 867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7150 - acc: 0.7014 - val_loss: 0.8189 - val_acc: 0.6444
Epoch 868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7146 - acc: 0.6903 - val_loss: 0.8132 - val_acc: 0.6444
Epoch 869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7141 - acc: 0.7028 - val_loss: 0.8165 - val_acc: 0.6500
Epoch 870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7133 - acc: 0.6889 - val_loss: 0.8138 - val_acc: 0.6500
Epoch 871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7127 - acc: 0.7014 - val_loss: 0.8139 - val_acc: 0.6500
Epoch 872/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7123 - acc: 0.6944 - val_loss: 0.8149 - val_acc: 0.6444
Epoch 873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7122 - acc: 0.6958 - val_loss: 0.8128 - val_acc: 0.6389
Epoch 874/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7124 - acc: 0.7000 - val_loss: 0.8162 - val_acc: 0.6500
Epoch 875/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7126 - acc: 0.6903 - val_loss: 0.8129 - val_acc: 0.6444
Epoch 876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7129 - acc: 0.7014 - val_loss: 0.8169 - val_acc: 0.6500
Epoch 877/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7130 - acc: 0.6875 - val_loss: 0.8129 - val_acc: 0.6500
Epoch 878/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7130 - acc: 0.7028 - val_loss: 0.8164 - val_acc: 0.6500
Epoch 879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7127 - acc: 0.6889 - val_loss: 0.8122 - val_acc: 0.6444
Epoch 880/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7125 - acc: 0.7000 - val_loss: 0.8153 - val_acc: 0.6500
Epoch 881/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7121 - acc: 0.6903 - val_loss: 0.8121 - val_acc: 0.6444
Epoch 882/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7118 - acc: 0.7014 - val_loss: 0.8147 - val_acc: 0.6500
Epoch 883/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7115 - acc: 0.6917 - val_loss: 0.8125 - val_acc: 0.6444
Epoch 884/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7113 - acc: 0.6958 - val_loss: 0.8140 - val_acc: 0.6444
Epoch 885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7112 - acc: 0.6958 - val_loss: 0.8126 - val_acc: 0.6500
Epoch 886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7110 - acc: 0.6944 - val_loss: 0.8131 - val_acc: 0.6500
Epoch 887/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7109 - acc: 0.6986 - val_loss: 0.8129 - val_acc: 0.6500
Epoch 888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7109 - acc: 0.6931 - val_loss: 0.8125 - val_acc: 0.6500
Epoch 889/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7108 - acc: 0.6972 - val_loss: 0.8135 - val_acc: 0.6500
Epoch 890/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7107 - acc: 0.6917 - val_loss: 0.8122 - val_acc: 0.6500
Epoch 891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7107 - acc: 0.6958 - val_loss: 0.8143 - val_acc: 0.6500
Epoch 892/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7107 - acc: 0.6917 - val_loss: 0.8116 - val_acc: 0.6444
Epoch 893/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7108 - acc: 0.6986 - val_loss: 0.8151 - val_acc: 0.6500
Epoch 894/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7109 - acc: 0.6903 - val_loss: 0.8110 - val_acc: 0.6444
Epoch 895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7113 - acc: 0.7000 - val_loss: 0.8170 - val_acc: 0.6444
Epoch 896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7118 - acc: 0.6889 - val_loss: 0.8111 - val_acc: 0.6444
Epoch 897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7129 - acc: 0.6972 - val_loss: 0.8215 - val_acc: 0.6444
Epoch 898/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7145 - acc: 0.6917 - val_loss: 0.8132 - val_acc: 0.6556
Epoch 899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7176 - acc: 0.6972 - val_loss: 0.8304 - val_acc: 0.6444
Epoch 900/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7210 - acc: 0.6833 - val_loss: 0.8190 - val_acc: 0.6500
Epoch 901/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7267 - acc: 0.6778 - val_loss: 0.8400 - val_acc: 0.6333
Epoch 902/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7282 - acc: 0.6750 - val_loss: 0.8211 - val_acc: 0.6611
Epoch 903/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7283 - acc: 0.6764 - val_loss: 0.8336 - val_acc: 0.6444
Epoch 904/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7212 - acc: 0.6819 - val_loss: 0.8140 - val_acc: 0.6444
Epoch 905/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7139 - acc: 0.6889 - val_loss: 0.8172 - val_acc: 0.6556
Epoch 906/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7103 - acc: 0.7000 - val_loss: 0.8187 - val_acc: 0.6389
Epoch 907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7118 - acc: 0.6889 - val_loss: 0.8152 - val_acc: 0.6500
Epoch 908/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7164 - acc: 0.6986 - val_loss: 0.8273 - val_acc: 0.6333
Epoch 909/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7178 - acc: 0.6819 - val_loss: 0.8151 - val_acc: 0.6556
Epoch 910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7164 - acc: 0.6986 - val_loss: 0.8211 - val_acc: 0.6444
Epoch 911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7119 - acc: 0.6931 - val_loss: 0.8132 - val_acc: 0.6444
Epoch 912/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7093 - acc: 0.6986 - val_loss: 0.8123 - val_acc: 0.6500
Epoch 913/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7101 - acc: 0.7042 - val_loss: 0.8186 - val_acc: 0.6389
Epoch 914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7123 - acc: 0.6931 - val_loss: 0.8116 - val_acc: 0.6500
Epoch 915/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7136 - acc: 0.7028 - val_loss: 0.8184 - val_acc: 0.6444
Epoch 916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7117 - acc: 0.6917 - val_loss: 0.8108 - val_acc: 0.6444
Epoch 917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7094 - acc: 0.7028 - val_loss: 0.8117 - val_acc: 0.6500
Epoch 918/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7086 - acc: 0.6986 - val_loss: 0.8141 - val_acc: 0.6444
Epoch 919/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7094 - acc: 0.6903 - val_loss: 0.8099 - val_acc: 0.6444
Epoch 920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7108 - acc: 0.7028 - val_loss: 0.8163 - val_acc: 0.6389
Epoch 921/15000
720/720 [==============================] - 0s 26us/step - loss: 0.7108 - acc: 0.6903 - val_loss: 0.8099 - val_acc: 0.6500
Epoch 922/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7099 - acc: 0.7014 - val_loss: 0.8128 - val_acc: 0.6500
Epoch 923/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7086 - acc: 0.6917 - val_loss: 0.8113 - val_acc: 0.6444
Epoch 924/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7080 - acc: 0.6972 - val_loss: 0.8096 - val_acc: 0.6444
Epoch 925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7083 - acc: 0.7014 - val_loss: 0.8140 - val_acc: 0.6444
Epoch 926/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7090 - acc: 0.6889 - val_loss: 0.8096 - val_acc: 0.6500
Epoch 927/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7093 - acc: 0.7069 - val_loss: 0.8144 - val_acc: 0.6500
Epoch 928/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7089 - acc: 0.6889 - val_loss: 0.8101 - val_acc: 0.6500
Epoch 929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7082 - acc: 0.7042 - val_loss: 0.8115 - val_acc: 0.6500
Epoch 930/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7076 - acc: 0.6917 - val_loss: 0.8112 - val_acc: 0.6500
Epoch 931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7074 - acc: 0.6944 - val_loss: 0.8091 - val_acc: 0.6444
Epoch 932/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7076 - acc: 0.7000 - val_loss: 0.8125 - val_acc: 0.6444
Epoch 933/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7079 - acc: 0.6917 - val_loss: 0.8086 - val_acc: 0.6444
Epoch 934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7080 - acc: 0.7000 - val_loss: 0.8127 - val_acc: 0.6444
Epoch 935/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7078 - acc: 0.6903 - val_loss: 0.8091 - val_acc: 0.6444
Epoch 936/15000
720/720 [==============================] - 0s 25us/step - loss: 0.7074 - acc: 0.7014 - val_loss: 0.8113 - val_acc: 0.6500
Epoch 937/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7071 - acc: 0.6903 - val_loss: 0.8097 - val_acc: 0.6500
Epoch 938/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7068 - acc: 0.6972 - val_loss: 0.8093 - val_acc: 0.6500
Epoch 939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7067 - acc: 0.6958 - val_loss: 0.8106 - val_acc: 0.6444
Epoch 940/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7067 - acc: 0.6931 - val_loss: 0.8086 - val_acc: 0.6444
Epoch 941/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7068 - acc: 0.7000 - val_loss: 0.8118 - val_acc: 0.6444
Epoch 942/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7069 - acc: 0.6917 - val_loss: 0.8088 - val_acc: 0.6444
Epoch 943/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7068 - acc: 0.7000 - val_loss: 0.8121 - val_acc: 0.6444
Epoch 944/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7067 - acc: 0.6931 - val_loss: 0.8088 - val_acc: 0.6444
Epoch 945/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7065 - acc: 0.7000 - val_loss: 0.8111 - val_acc: 0.6444
Epoch 946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7063 - acc: 0.6944 - val_loss: 0.8086 - val_acc: 0.6444
Epoch 947/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7062 - acc: 0.6972 - val_loss: 0.8101 - val_acc: 0.6444
Epoch 948/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7060 - acc: 0.6944 - val_loss: 0.8088 - val_acc: 0.6500
Epoch 949/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7059 - acc: 0.6944 - val_loss: 0.8096 - val_acc: 0.6500
Epoch 950/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7058 - acc: 0.6958 - val_loss: 0.8092 - val_acc: 0.6444
Epoch 951/15000
720/720 [==============================] - 0s 26us/step - loss: 0.7057 - acc: 0.6944 - val_loss: 0.8092 - val_acc: 0.6500
Epoch 952/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7056 - acc: 0.6958 - val_loss: 0.8092 - val_acc: 0.6500
Epoch 953/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7056 - acc: 0.6944 - val_loss: 0.8088 - val_acc: 0.6556
Epoch 954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7056 - acc: 0.6972 - val_loss: 0.8094 - val_acc: 0.6500
Epoch 955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7056 - acc: 0.6931 - val_loss: 0.8089 - val_acc: 0.6556
Epoch 956/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7057 - acc: 0.7000 - val_loss: 0.8097 - val_acc: 0.6444
Epoch 957/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7058 - acc: 0.6903 - val_loss: 0.8094 - val_acc: 0.6556
Epoch 958/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7062 - acc: 0.7069 - val_loss: 0.8104 - val_acc: 0.6389
Epoch 959/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7067 - acc: 0.6861 - val_loss: 0.8111 - val_acc: 0.6611
Epoch 960/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7078 - acc: 0.7042 - val_loss: 0.8119 - val_acc: 0.6333
Epoch 961/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7091 - acc: 0.6833 - val_loss: 0.8152 - val_acc: 0.6667
Epoch 962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7114 - acc: 0.7028 - val_loss: 0.8141 - val_acc: 0.6278
Epoch 963/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7128 - acc: 0.6861 - val_loss: 0.8199 - val_acc: 0.6667
Epoch 964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7142 - acc: 0.7056 - val_loss: 0.8123 - val_acc: 0.6389
Epoch 965/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7124 - acc: 0.6861 - val_loss: 0.8203 - val_acc: 0.6611
Epoch 966/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7112 - acc: 0.7042 - val_loss: 0.8081 - val_acc: 0.6333
Epoch 967/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7100 - acc: 0.6889 - val_loss: 0.8245 - val_acc: 0.6444
Epoch 968/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7131 - acc: 0.6847 - val_loss: 0.8132 - val_acc: 0.6611
Epoch 969/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7205 - acc: 0.6792 - val_loss: 0.8390 - val_acc: 0.6222
Epoch 970/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7262 - acc: 0.6722 - val_loss: 0.8216 - val_acc: 0.6444
Epoch 971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7311 - acc: 0.6792 - val_loss: 0.8379 - val_acc: 0.6389
Epoch 972/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7217 - acc: 0.6736 - val_loss: 0.8122 - val_acc: 0.6444
Epoch 973/15000
720/720 [==============================] - 0s 28us/step - loss: 0.7117 - acc: 0.6847 - val_loss: 0.8192 - val_acc: 0.6667
Epoch 974/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7082 - acc: 0.7042 - val_loss: 0.8178 - val_acc: 0.6333
Epoch 975/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7102 - acc: 0.6847 - val_loss: 0.8120 - val_acc: 0.6611
Epoch 976/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7145 - acc: 0.6986 - val_loss: 0.8232 - val_acc: 0.6444
Epoch 977/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7124 - acc: 0.6861 - val_loss: 0.8110 - val_acc: 0.6389
Epoch 978/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7099 - acc: 0.6889 - val_loss: 0.8228 - val_acc: 0.6611
Epoch 979/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7094 - acc: 0.7028 - val_loss: 0.8146 - val_acc: 0.6389
Epoch 980/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7080 - acc: 0.6861 - val_loss: 0.8075 - val_acc: 0.6444
Epoch 981/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7073 - acc: 0.7042 - val_loss: 0.8140 - val_acc: 0.6556
Epoch 982/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7070 - acc: 0.6986 - val_loss: 0.8072 - val_acc: 0.6333
Epoch 983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7076 - acc: 0.6889 - val_loss: 0.8178 - val_acc: 0.6611
Epoch 984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7080 - acc: 0.7056 - val_loss: 0.8102 - val_acc: 0.6389
Epoch 985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7058 - acc: 0.6861 - val_loss: 0.8045 - val_acc: 0.6500
Epoch 986/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7043 - acc: 0.7028 - val_loss: 0.8113 - val_acc: 0.6556
Epoch 987/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7055 - acc: 0.6972 - val_loss: 0.8065 - val_acc: 0.6333
Epoch 988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7066 - acc: 0.6917 - val_loss: 0.8164 - val_acc: 0.6556
Epoch 989/15000
720/720 [==============================] - 0s 8us/step - loss: 0.7064 - acc: 0.7042 - val_loss: 0.8087 - val_acc: 0.6389
Epoch 990/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7037 - acc: 0.6889 - val_loss: 0.8053 - val_acc: 0.6444
Epoch 991/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7031 - acc: 0.7014 - val_loss: 0.8104 - val_acc: 0.6556
Epoch 992/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7046 - acc: 0.7028 - val_loss: 0.8055 - val_acc: 0.6333
Epoch 993/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7054 - acc: 0.6903 - val_loss: 0.8134 - val_acc: 0.6556
Epoch 994/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7045 - acc: 0.7014 - val_loss: 0.8060 - val_acc: 0.6389
Epoch 995/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7028 - acc: 0.7014 - val_loss: 0.8049 - val_acc: 0.6500
Epoch 996/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7025 - acc: 0.6931 - val_loss: 0.8085 - val_acc: 0.6556
Epoch 997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7035 - acc: 0.6986 - val_loss: 0.8058 - val_acc: 0.6389
Epoch 998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7037 - acc: 0.6931 - val_loss: 0.8125 - val_acc: 0.6556
Epoch 999/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7032 - acc: 0.7014 - val_loss: 0.8061 - val_acc: 0.6444
Epoch 1000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7025 - acc: 0.6986 - val_loss: 0.8063 - val_acc: 0.6389
Epoch 1001/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7024 - acc: 0.6903 - val_loss: 0.8059 - val_acc: 0.6556
Epoch 1002/15000
720/720 [==============================] - 0s 4us/step - loss: 0.7026 - acc: 0.7056 - val_loss: 0.8054 - val_acc: 0.6389
Epoch 1003/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7024 - acc: 0.6917 - val_loss: 0.8092 - val_acc: 0.6500
Epoch 1004/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7020 - acc: 0.6944 - val_loss: 0.8059 - val_acc: 0.6444
Epoch 1005/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7019 - acc: 0.6931 - val_loss: 0.8070 - val_acc: 0.6444
Epoch 1006/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7020 - acc: 0.6903 - val_loss: 0.8056 - val_acc: 0.6556
Epoch 1007/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7021 - acc: 0.7042 - val_loss: 0.8067 - val_acc: 0.6444
Epoch 1008/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7018 - acc: 0.6903 - val_loss: 0.8068 - val_acc: 0.6556
Epoch 1009/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7014 - acc: 0.6986 - val_loss: 0.8060 - val_acc: 0.6500
Epoch 1010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7012 - acc: 0.6944 - val_loss: 0.8052 - val_acc: 0.6444
Epoch 1011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7012 - acc: 0.6931 - val_loss: 0.8053 - val_acc: 0.6556
Epoch 1012/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7014 - acc: 0.7028 - val_loss: 0.8067 - val_acc: 0.6444
Epoch 1013/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7013 - acc: 0.6903 - val_loss: 0.8062 - val_acc: 0.6556
Epoch 1014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7011 - acc: 0.6972 - val_loss: 0.8068 - val_acc: 0.6500
Epoch 1015/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7009 - acc: 0.6917 - val_loss: 0.8041 - val_acc: 0.6444
Epoch 1016/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7008 - acc: 0.6958 - val_loss: 0.8062 - val_acc: 0.6500
Epoch 1017/15000
720/720 [==============================] - 0s 19us/step - loss: 0.7008 - acc: 0.6944 - val_loss: 0.8048 - val_acc: 0.6389
Epoch 1018/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7007 - acc: 0.6931 - val_loss: 0.8064 - val_acc: 0.6556
Epoch 1019/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7006 - acc: 0.7000 - val_loss: 0.8048 - val_acc: 0.6444
Epoch 1020/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7004 - acc: 0.6931 - val_loss: 0.8045 - val_acc: 0.6500
Epoch 1021/15000
720/720 [==============================] - 0s 3us/step - loss: 0.7003 - acc: 0.6944 - val_loss: 0.8054 - val_acc: 0.6556
Epoch 1022/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7002 - acc: 0.6958 - val_loss: 0.8046 - val_acc: 0.6444
Epoch 1023/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7002 - acc: 0.6931 - val_loss: 0.8063 - val_acc: 0.6556
Epoch 1024/15000
720/720 [==============================] - 0s 20us/step - loss: 0.7002 - acc: 0.6972 - val_loss: 0.8037 - val_acc: 0.6389
Epoch 1025/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7001 - acc: 0.6931 - val_loss: 0.8056 - val_acc: 0.6556
Epoch 1026/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7000 - acc: 0.6958 - val_loss: 0.8038 - val_acc: 0.6444
Epoch 1027/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6999 - acc: 0.6931 - val_loss: 0.8060 - val_acc: 0.6500
Epoch 1028/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6998 - acc: 0.6903 - val_loss: 0.8039 - val_acc: 0.6500
Epoch 1029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6998 - acc: 0.6958 - val_loss: 0.8057 - val_acc: 0.6444
Epoch 1030/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6998 - acc: 0.6917 - val_loss: 0.8033 - val_acc: 0.6500
Epoch 1031/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6998 - acc: 0.7028 - val_loss: 0.8066 - val_acc: 0.6389
Epoch 1032/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6999 - acc: 0.6931 - val_loss: 0.8033 - val_acc: 0.6500
Epoch 1033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7000 - acc: 0.7056 - val_loss: 0.8077 - val_acc: 0.6389
Epoch 1034/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7002 - acc: 0.6889 - val_loss: 0.8021 - val_acc: 0.6500
Epoch 1035/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7006 - acc: 0.7014 - val_loss: 0.8102 - val_acc: 0.6389
Epoch 1036/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7013 - acc: 0.6903 - val_loss: 0.8024 - val_acc: 0.6444
Epoch 1037/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7027 - acc: 0.7014 - val_loss: 0.8160 - val_acc: 0.6389
Epoch 1038/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7046 - acc: 0.6889 - val_loss: 0.8045 - val_acc: 0.6500
Epoch 1039/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7080 - acc: 0.6986 - val_loss: 0.8252 - val_acc: 0.6333
Epoch 1040/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7113 - acc: 0.6806 - val_loss: 0.8094 - val_acc: 0.6667
Epoch 1041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7157 - acc: 0.6819 - val_loss: 0.8320 - val_acc: 0.6333
Epoch 1042/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7157 - acc: 0.6778 - val_loss: 0.8093 - val_acc: 0.6667
Epoch 1043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7135 - acc: 0.6861 - val_loss: 0.8206 - val_acc: 0.6389
Epoch 1044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7062 - acc: 0.6861 - val_loss: 0.8045 - val_acc: 0.6389
Epoch 1045/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7003 - acc: 0.7014 - val_loss: 0.8061 - val_acc: 0.6500
Epoch 1046/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6986 - acc: 0.7014 - val_loss: 0.8129 - val_acc: 0.6444
Epoch 1047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7010 - acc: 0.6903 - val_loss: 0.8053 - val_acc: 0.6500
Epoch 1048/15000
720/720 [==============================] - 0s 3us/step - loss: 0.7051 - acc: 0.7014 - val_loss: 0.8192 - val_acc: 0.6389
Epoch 1049/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7060 - acc: 0.6861 - val_loss: 0.8048 - val_acc: 0.6500
Epoch 1050/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7045 - acc: 0.7042 - val_loss: 0.8113 - val_acc: 0.6389
Epoch 1051/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7005 - acc: 0.6917 - val_loss: 0.8051 - val_acc: 0.6556
Epoch 1052/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6983 - acc: 0.7042 - val_loss: 0.8032 - val_acc: 0.6389
Epoch 1053/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6989 - acc: 0.6972 - val_loss: 0.8119 - val_acc: 0.6556
Epoch 1054/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7008 - acc: 0.6986 - val_loss: 0.8018 - val_acc: 0.6444
Epoch 1055/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7017 - acc: 0.6972 - val_loss: 0.8103 - val_acc: 0.6500
Epoch 1056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7006 - acc: 0.6972 - val_loss: 0.8012 - val_acc: 0.6500
Epoch 1057/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6987 - acc: 0.7056 - val_loss: 0.8037 - val_acc: 0.6444
Epoch 1058/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6977 - acc: 0.6917 - val_loss: 0.8063 - val_acc: 0.6556
Epoch 1059/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6980 - acc: 0.7000 - val_loss: 0.8022 - val_acc: 0.6500
Epoch 1060/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6990 - acc: 0.6958 - val_loss: 0.8101 - val_acc: 0.6556
Epoch 1061/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6996 - acc: 0.6972 - val_loss: 0.8009 - val_acc: 0.6444
Epoch 1062/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6990 - acc: 0.6986 - val_loss: 0.8057 - val_acc: 0.6556
Epoch 1063/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6979 - acc: 0.6986 - val_loss: 0.8012 - val_acc: 0.6389
Epoch 1064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6971 - acc: 0.6958 - val_loss: 0.8017 - val_acc: 0.6444
Epoch 1065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6969 - acc: 0.6972 - val_loss: 0.8054 - val_acc: 0.6556
Epoch 1066/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6973 - acc: 0.7000 - val_loss: 0.8011 - val_acc: 0.6444
Epoch 1067/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6978 - acc: 0.6958 - val_loss: 0.8073 - val_acc: 0.6556
Epoch 1068/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6980 - acc: 0.6972 - val_loss: 0.8006 - val_acc: 0.6444
Epoch 1069/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6976 - acc: 0.6972 - val_loss: 0.8047 - val_acc: 0.6556
Epoch 1070/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6970 - acc: 0.7000 - val_loss: 0.8010 - val_acc: 0.6444
Epoch 1071/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6965 - acc: 0.6931 - val_loss: 0.8018 - val_acc: 0.6500
Epoch 1072/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6963 - acc: 0.6986 - val_loss: 0.8035 - val_acc: 0.6444
Epoch 1073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6964 - acc: 0.6931 - val_loss: 0.8007 - val_acc: 0.6389
Epoch 1074/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6966 - acc: 0.7014 - val_loss: 0.8051 - val_acc: 0.6444
Epoch 1075/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6968 - acc: 0.6931 - val_loss: 0.8000 - val_acc: 0.6500
Epoch 1076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6968 - acc: 0.7042 - val_loss: 0.8045 - val_acc: 0.6500
Epoch 1077/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6966 - acc: 0.6931 - val_loss: 0.8002 - val_acc: 0.6500
Epoch 1078/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6963 - acc: 0.7069 - val_loss: 0.8033 - val_acc: 0.6444
Epoch 1079/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6960 - acc: 0.6917 - val_loss: 0.8014 - val_acc: 0.6556
Epoch 1080/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6959 - acc: 0.7028 - val_loss: 0.8023 - val_acc: 0.6389
Epoch 1081/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6959 - acc: 0.6903 - val_loss: 0.8028 - val_acc: 0.6556
Epoch 1082/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6960 - acc: 0.7042 - val_loss: 0.8016 - val_acc: 0.6389
Epoch 1083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6963 - acc: 0.6944 - val_loss: 0.8042 - val_acc: 0.6611
Epoch 1084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6968 - acc: 0.7028 - val_loss: 0.8022 - val_acc: 0.6333
Epoch 1085/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6975 - acc: 0.6958 - val_loss: 0.8061 - val_acc: 0.6611
Epoch 1086/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6987 - acc: 0.7069 - val_loss: 0.8047 - val_acc: 0.6278
Epoch 1087/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7000 - acc: 0.6931 - val_loss: 0.8090 - val_acc: 0.6667
Epoch 1088/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7024 - acc: 0.7111 - val_loss: 0.8085 - val_acc: 0.6222
Epoch 1089/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7041 - acc: 0.6889 - val_loss: 0.8112 - val_acc: 0.6667
Epoch 1090/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7060 - acc: 0.7097 - val_loss: 0.8101 - val_acc: 0.6278
Epoch 1091/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7045 - acc: 0.6861 - val_loss: 0.8067 - val_acc: 0.6667
Epoch 1092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7018 - acc: 0.7083 - val_loss: 0.8062 - val_acc: 0.6333
Epoch 1093/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6978 - acc: 0.6889 - val_loss: 0.8000 - val_acc: 0.6500
Epoch 1094/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6956 - acc: 0.7083 - val_loss: 0.8052 - val_acc: 0.6556
Epoch 1095/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6958 - acc: 0.6986 - val_loss: 0.7998 - val_acc: 0.6389
Epoch 1096/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6974 - acc: 0.6931 - val_loss: 0.8078 - val_acc: 0.6611
Epoch 1097/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6992 - acc: 0.7097 - val_loss: 0.8008 - val_acc: 0.6389
Epoch 1098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6984 - acc: 0.6917 - val_loss: 0.8054 - val_acc: 0.6611
Epoch 1099/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6968 - acc: 0.7056 - val_loss: 0.7994 - val_acc: 0.6389
Epoch 1100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6948 - acc: 0.7000 - val_loss: 0.8014 - val_acc: 0.6444
Epoch 1101/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6942 - acc: 0.6931 - val_loss: 0.8004 - val_acc: 0.6556
Epoch 1102/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6949 - acc: 0.7028 - val_loss: 0.8015 - val_acc: 0.6333
Epoch 1103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6958 - acc: 0.6903 - val_loss: 0.8022 - val_acc: 0.6611
Epoch 1104/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6961 - acc: 0.7056 - val_loss: 0.8015 - val_acc: 0.6389
Epoch 1105/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6952 - acc: 0.6917 - val_loss: 0.8002 - val_acc: 0.6556
Epoch 1106/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6941 - acc: 0.7028 - val_loss: 0.8007 - val_acc: 0.6444
Epoch 1107/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6936 - acc: 0.6972 - val_loss: 0.7985 - val_acc: 0.6389
Epoch 1108/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6939 - acc: 0.6931 - val_loss: 0.8018 - val_acc: 0.6611
Epoch 1109/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6945 - acc: 0.6986 - val_loss: 0.7986 - val_acc: 0.6389
Epoch 1110/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6947 - acc: 0.7014 - val_loss: 0.8029 - val_acc: 0.6611
Epoch 1111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6946 - acc: 0.6986 - val_loss: 0.7985 - val_acc: 0.6389
Epoch 1112/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6940 - acc: 0.6972 - val_loss: 0.8030 - val_acc: 0.6500
Epoch 1113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6938 - acc: 0.6944 - val_loss: 0.7978 - val_acc: 0.6500
Epoch 1114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6941 - acc: 0.7069 - val_loss: 0.8045 - val_acc: 0.6389
Epoch 1115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6951 - acc: 0.6903 - val_loss: 0.7980 - val_acc: 0.6500
Epoch 1116/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6970 - acc: 0.7042 - val_loss: 0.8108 - val_acc: 0.6333
Epoch 1117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6993 - acc: 0.6861 - val_loss: 0.8013 - val_acc: 0.6611
Epoch 1118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7039 - acc: 0.6986 - val_loss: 0.8238 - val_acc: 0.6333
Epoch 1119/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7078 - acc: 0.6792 - val_loss: 0.8085 - val_acc: 0.6722
Epoch 1120/15000
720/720 [==============================] - 0s 13us/step - loss: 0.7150 - acc: 0.6847 - val_loss: 0.8370 - val_acc: 0.6556
Epoch 1121/15000
720/720 [==============================] - 0s 21us/step - loss: 0.7171 - acc: 0.6806 - val_loss: 0.8088 - val_acc: 0.6500
Epoch 1122/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7135 - acc: 0.6736 - val_loss: 0.8224 - val_acc: 0.6667
Epoch 1123/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7047 - acc: 0.6944 - val_loss: 0.8007 - val_acc: 0.6389
Epoch 1124/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6951 - acc: 0.6972 - val_loss: 0.8010 - val_acc: 0.6556
Epoch 1125/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6936 - acc: 0.7083 - val_loss: 0.8143 - val_acc: 0.6444
Epoch 1126/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6987 - acc: 0.6861 - val_loss: 0.8049 - val_acc: 0.6389
Epoch 1127/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7044 - acc: 0.6861 - val_loss: 0.8200 - val_acc: 0.6556
Epoch 1128/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7025 - acc: 0.6903 - val_loss: 0.8003 - val_acc: 0.6444
Epoch 1129/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6962 - acc: 0.7042 - val_loss: 0.8017 - val_acc: 0.6500
Epoch 1130/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6923 - acc: 0.7014 - val_loss: 0.8067 - val_acc: 0.6500
Epoch 1131/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6943 - acc: 0.6958 - val_loss: 0.8002 - val_acc: 0.6389
Epoch 1132/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6979 - acc: 0.7014 - val_loss: 0.8127 - val_acc: 0.6556
Epoch 1133/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6973 - acc: 0.6944 - val_loss: 0.7987 - val_acc: 0.6389
Epoch 1134/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6937 - acc: 0.7042 - val_loss: 0.7991 - val_acc: 0.6444
Epoch 1135/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6917 - acc: 0.6958 - val_loss: 0.8030 - val_acc: 0.6556
Epoch 1136/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6932 - acc: 0.7014 - val_loss: 0.7971 - val_acc: 0.6389
Epoch 1137/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6949 - acc: 0.7014 - val_loss: 0.8070 - val_acc: 0.6611
Epoch 1138/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6943 - acc: 0.7000 - val_loss: 0.7986 - val_acc: 0.6444
Epoch 1139/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6922 - acc: 0.7056 - val_loss: 0.7994 - val_acc: 0.6444
Epoch 1140/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6915 - acc: 0.6944 - val_loss: 0.8026 - val_acc: 0.6611
Epoch 1141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6925 - acc: 0.7042 - val_loss: 0.7968 - val_acc: 0.6444
Epoch 1142/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6933 - acc: 0.7000 - val_loss: 0.8032 - val_acc: 0.6611
Epoch 1143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6928 - acc: 0.7000 - val_loss: 0.7961 - val_acc: 0.6389
Epoch 1144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6914 - acc: 0.7014 - val_loss: 0.7975 - val_acc: 0.6500
Epoch 1145/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6908 - acc: 0.6986 - val_loss: 0.8008 - val_acc: 0.6556
Epoch 1146/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6913 - acc: 0.7000 - val_loss: 0.7979 - val_acc: 0.6444
Epoch 1147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6920 - acc: 0.7014 - val_loss: 0.8034 - val_acc: 0.6611
Epoch 1148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6921 - acc: 0.7028 - val_loss: 0.7966 - val_acc: 0.6389
Epoch 1149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6912 - acc: 0.7028 - val_loss: 0.7977 - val_acc: 0.6556
Epoch 1150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6905 - acc: 0.7014 - val_loss: 0.7984 - val_acc: 0.6444
Epoch 1151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6904 - acc: 0.6972 - val_loss: 0.7965 - val_acc: 0.6389
Epoch 1152/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6908 - acc: 0.7056 - val_loss: 0.8017 - val_acc: 0.6500
Epoch 1153/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6910 - acc: 0.6972 - val_loss: 0.7963 - val_acc: 0.6389
Epoch 1154/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6908 - acc: 0.7014 - val_loss: 0.7994 - val_acc: 0.6500
Epoch 1155/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6903 - acc: 0.6986 - val_loss: 0.7970 - val_acc: 0.6500
Epoch 1156/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6899 - acc: 0.7000 - val_loss: 0.7967 - val_acc: 0.6500
Epoch 1157/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6898 - acc: 0.7000 - val_loss: 0.7990 - val_acc: 0.6500
Epoch 1158/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6900 - acc: 0.6986 - val_loss: 0.7958 - val_acc: 0.6444
Epoch 1159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6901 - acc: 0.7042 - val_loss: 0.8002 - val_acc: 0.6500
Epoch 1160/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6900 - acc: 0.6986 - val_loss: 0.7965 - val_acc: 0.6444
Epoch 1161/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6898 - acc: 0.7014 - val_loss: 0.7987 - val_acc: 0.6500
Epoch 1162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6895 - acc: 0.7000 - val_loss: 0.7968 - val_acc: 0.6500
Epoch 1163/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6893 - acc: 0.7014 - val_loss: 0.7967 - val_acc: 0.6444
Epoch 1164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6893 - acc: 0.6944 - val_loss: 0.7982 - val_acc: 0.6556
Epoch 1165/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6894 - acc: 0.7000 - val_loss: 0.7966 - val_acc: 0.6389
Epoch 1166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6895 - acc: 0.6972 - val_loss: 0.7984 - val_acc: 0.6611
Epoch 1167/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6895 - acc: 0.7042 - val_loss: 0.7964 - val_acc: 0.6444
Epoch 1168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6894 - acc: 0.7000 - val_loss: 0.7975 - val_acc: 0.6611
Epoch 1169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6894 - acc: 0.7069 - val_loss: 0.7976 - val_acc: 0.6389
Epoch 1170/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6895 - acc: 0.6931 - val_loss: 0.7969 - val_acc: 0.6611
Epoch 1171/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6898 - acc: 0.7083 - val_loss: 0.7997 - val_acc: 0.6389
Epoch 1172/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6903 - acc: 0.6889 - val_loss: 0.7970 - val_acc: 0.6500
Epoch 1173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6914 - acc: 0.7083 - val_loss: 0.8031 - val_acc: 0.6222
Epoch 1174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6928 - acc: 0.6875 - val_loss: 0.7991 - val_acc: 0.6611
Epoch 1175/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6953 - acc: 0.7083 - val_loss: 0.8078 - val_acc: 0.6222
Epoch 1176/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6974 - acc: 0.6847 - val_loss: 0.8033 - val_acc: 0.6611
Epoch 1177/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7006 - acc: 0.7069 - val_loss: 0.8111 - val_acc: 0.6333
Epoch 1178/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7004 - acc: 0.6917 - val_loss: 0.8038 - val_acc: 0.6611
Epoch 1179/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6989 - acc: 0.7125 - val_loss: 0.8048 - val_acc: 0.6333
Epoch 1180/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6941 - acc: 0.6889 - val_loss: 0.7985 - val_acc: 0.6611
Epoch 1181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6901 - acc: 0.7097 - val_loss: 0.7959 - val_acc: 0.6444
Epoch 1182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6881 - acc: 0.7000 - val_loss: 0.7980 - val_acc: 0.6444
Epoch 1183/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6886 - acc: 0.6917 - val_loss: 0.7949 - val_acc: 0.6500
Epoch 1184/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6909 - acc: 0.7125 - val_loss: 0.8027 - val_acc: 0.6222
Epoch 1185/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6927 - acc: 0.6889 - val_loss: 0.7974 - val_acc: 0.6611
Epoch 1186/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6936 - acc: 0.7083 - val_loss: 0.8032 - val_acc: 0.6278
Epoch 1187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6916 - acc: 0.6903 - val_loss: 0.7951 - val_acc: 0.6556
Epoch 1188/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6893 - acc: 0.7125 - val_loss: 0.7984 - val_acc: 0.6500
Epoch 1189/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6879 - acc: 0.7014 - val_loss: 0.7951 - val_acc: 0.6389
Epoch 1190/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6880 - acc: 0.7042 - val_loss: 0.7970 - val_acc: 0.6611
Epoch 1191/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6891 - acc: 0.7083 - val_loss: 0.7981 - val_acc: 0.6333
Epoch 1192/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6898 - acc: 0.6903 - val_loss: 0.7969 - val_acc: 0.6611
Epoch 1193/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6896 - acc: 0.7083 - val_loss: 0.7983 - val_acc: 0.6444
Epoch 1194/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6884 - acc: 0.6889 - val_loss: 0.7946 - val_acc: 0.6500
Epoch 1195/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6874 - acc: 0.7056 - val_loss: 0.7966 - val_acc: 0.6500
Epoch 1196/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6871 - acc: 0.7014 - val_loss: 0.7941 - val_acc: 0.6389
Epoch 1197/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6875 - acc: 0.7056 - val_loss: 0.7976 - val_acc: 0.6611
Epoch 1198/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6883 - acc: 0.7069 - val_loss: 0.7954 - val_acc: 0.6389
Epoch 1199/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6886 - acc: 0.7042 - val_loss: 0.7989 - val_acc: 0.6611
Epoch 1200/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6885 - acc: 0.7069 - val_loss: 0.7946 - val_acc: 0.6444
Epoch 1201/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6878 - acc: 0.7056 - val_loss: 0.7981 - val_acc: 0.6611
Epoch 1202/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6874 - acc: 0.7014 - val_loss: 0.7928 - val_acc: 0.6500
Epoch 1203/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6872 - acc: 0.7069 - val_loss: 0.7988 - val_acc: 0.6556
Epoch 1204/15000
720/720 [==============================] - 0s 18us/step - loss: 0.6875 - acc: 0.6972 - val_loss: 0.7932 - val_acc: 0.6500
Epoch 1205/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6882 - acc: 0.7097 - val_loss: 0.8016 - val_acc: 0.6500
Epoch 1206/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6887 - acc: 0.6931 - val_loss: 0.7938 - val_acc: 0.6556
Epoch 1207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6894 - acc: 0.7083 - val_loss: 0.8033 - val_acc: 0.6500
Epoch 1208/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6894 - acc: 0.6958 - val_loss: 0.7931 - val_acc: 0.6444
Epoch 1209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6899 - acc: 0.7083 - val_loss: 0.8047 - val_acc: 0.6556
Epoch 1210/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6901 - acc: 0.6958 - val_loss: 0.7936 - val_acc: 0.6389
Epoch 1211/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6908 - acc: 0.7111 - val_loss: 0.8075 - val_acc: 0.6667
Epoch 1212/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6916 - acc: 0.7014 - val_loss: 0.7949 - val_acc: 0.6333
Epoch 1213/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6918 - acc: 0.7000 - val_loss: 0.8087 - val_acc: 0.6611
Epoch 1214/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6922 - acc: 0.7042 - val_loss: 0.7947 - val_acc: 0.6333
Epoch 1215/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6910 - acc: 0.7028 - val_loss: 0.8053 - val_acc: 0.6611
Epoch 1216/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6899 - acc: 0.7014 - val_loss: 0.7936 - val_acc: 0.6444
Epoch 1217/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6880 - acc: 0.7069 - val_loss: 0.7998 - val_acc: 0.6500
Epoch 1218/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6864 - acc: 0.7042 - val_loss: 0.7947 - val_acc: 0.6444
Epoch 1219/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6855 - acc: 0.7083 - val_loss: 0.7963 - val_acc: 0.6500
Epoch 1220/15000
720/720 [==============================] - 0s 3us/step - loss: 0.6853 - acc: 0.6944 - val_loss: 0.7977 - val_acc: 0.6611
Epoch 1221/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6857 - acc: 0.7042 - val_loss: 0.7943 - val_acc: 0.6389
Epoch 1222/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6861 - acc: 0.7042 - val_loss: 0.7994 - val_acc: 0.6611
Epoch 1223/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6866 - acc: 0.7028 - val_loss: 0.7930 - val_acc: 0.6444
Epoch 1224/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6864 - acc: 0.7042 - val_loss: 0.7990 - val_acc: 0.6611
Epoch 1225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6861 - acc: 0.6986 - val_loss: 0.7928 - val_acc: 0.6500
Epoch 1226/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6856 - acc: 0.7083 - val_loss: 0.7974 - val_acc: 0.6500
Epoch 1227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6851 - acc: 0.7028 - val_loss: 0.7933 - val_acc: 0.6444
Epoch 1228/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6850 - acc: 0.7097 - val_loss: 0.7960 - val_acc: 0.6500
Epoch 1229/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6851 - acc: 0.6931 - val_loss: 0.7944 - val_acc: 0.6611
Epoch 1230/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6854 - acc: 0.7083 - val_loss: 0.7958 - val_acc: 0.6389
Epoch 1231/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6857 - acc: 0.6944 - val_loss: 0.7953 - val_acc: 0.6611
Epoch 1232/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6860 - acc: 0.7083 - val_loss: 0.7967 - val_acc: 0.6389
Epoch 1233/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6861 - acc: 0.6903 - val_loss: 0.7951 - val_acc: 0.6667
Epoch 1234/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6863 - acc: 0.7083 - val_loss: 0.7978 - val_acc: 0.6389
Epoch 1235/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6863 - acc: 0.6944 - val_loss: 0.7938 - val_acc: 0.6556
Epoch 1236/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6865 - acc: 0.7111 - val_loss: 0.7997 - val_acc: 0.6389
Epoch 1237/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6867 - acc: 0.6931 - val_loss: 0.7929 - val_acc: 0.6611
Epoch 1238/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6876 - acc: 0.7111 - val_loss: 0.8030 - val_acc: 0.6389
Epoch 1239/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6881 - acc: 0.6944 - val_loss: 0.7930 - val_acc: 0.6611
Epoch 1240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6896 - acc: 0.7125 - val_loss: 0.8064 - val_acc: 0.6389
Epoch 1241/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6900 - acc: 0.6903 - val_loss: 0.7936 - val_acc: 0.6556
Epoch 1242/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6912 - acc: 0.7097 - val_loss: 0.8075 - val_acc: 0.6500
Epoch 1243/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6903 - acc: 0.6903 - val_loss: 0.7934 - val_acc: 0.6500
Epoch 1244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6897 - acc: 0.7111 - val_loss: 0.8038 - val_acc: 0.6556
Epoch 1245/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6874 - acc: 0.7000 - val_loss: 0.7927 - val_acc: 0.6500
Epoch 1246/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6855 - acc: 0.7097 - val_loss: 0.7975 - val_acc: 0.6500
Epoch 1247/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6838 - acc: 0.7028 - val_loss: 0.7939 - val_acc: 0.6500
Epoch 1248/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6830 - acc: 0.7069 - val_loss: 0.7930 - val_acc: 0.6444
Epoch 1249/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6831 - acc: 0.7097 - val_loss: 0.7971 - val_acc: 0.6500
Epoch 1250/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6837 - acc: 0.7028 - val_loss: 0.7916 - val_acc: 0.6444
Epoch 1251/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6846 - acc: 0.7083 - val_loss: 0.8001 - val_acc: 0.6556
Epoch 1252/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6852 - acc: 0.6972 - val_loss: 0.7916 - val_acc: 0.6500
Epoch 1253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6858 - acc: 0.7069 - val_loss: 0.8008 - val_acc: 0.6556
Epoch 1254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6856 - acc: 0.6972 - val_loss: 0.7921 - val_acc: 0.6611
Epoch 1255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6854 - acc: 0.7111 - val_loss: 0.7985 - val_acc: 0.6500
Epoch 1256/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6846 - acc: 0.6917 - val_loss: 0.7926 - val_acc: 0.6611
Epoch 1257/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6841 - acc: 0.7083 - val_loss: 0.7953 - val_acc: 0.6556
Epoch 1258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6837 - acc: 0.6917 - val_loss: 0.7949 - val_acc: 0.6611
Epoch 1259/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6837 - acc: 0.7111 - val_loss: 0.7937 - val_acc: 0.6444
Epoch 1260/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6840 - acc: 0.7083 - val_loss: 0.7979 - val_acc: 0.6611
Epoch 1261/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6846 - acc: 0.7083 - val_loss: 0.7933 - val_acc: 0.6444
Epoch 1262/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6850 - acc: 0.7056 - val_loss: 0.8002 - val_acc: 0.6611
Epoch 1263/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6858 - acc: 0.7097 - val_loss: 0.7932 - val_acc: 0.6444
Epoch 1264/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6857 - acc: 0.7069 - val_loss: 0.8003 - val_acc: 0.6611
Epoch 1265/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6861 - acc: 0.7097 - val_loss: 0.7930 - val_acc: 0.6444
Epoch 1266/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6853 - acc: 0.7069 - val_loss: 0.7986 - val_acc: 0.6611
Epoch 1267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6849 - acc: 0.7069 - val_loss: 0.7934 - val_acc: 0.6556
Epoch 1268/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6838 - acc: 0.7083 - val_loss: 0.7954 - val_acc: 0.6611
Epoch 1269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6830 - acc: 0.7097 - val_loss: 0.7940 - val_acc: 0.6556
Epoch 1270/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6823 - acc: 0.7014 - val_loss: 0.7925 - val_acc: 0.6611
Epoch 1271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6820 - acc: 0.7097 - val_loss: 0.7956 - val_acc: 0.6556
Epoch 1272/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6820 - acc: 0.6986 - val_loss: 0.7907 - val_acc: 0.6500
Epoch 1273/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6823 - acc: 0.7125 - val_loss: 0.7978 - val_acc: 0.6556
Epoch 1274/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6828 - acc: 0.7028 - val_loss: 0.7901 - val_acc: 0.6500
Epoch 1275/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6834 - acc: 0.7111 - val_loss: 0.7998 - val_acc: 0.6611
Epoch 1276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6838 - acc: 0.6986 - val_loss: 0.7902 - val_acc: 0.6556
Epoch 1277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6843 - acc: 0.7097 - val_loss: 0.8008 - val_acc: 0.6556
Epoch 1278/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6843 - acc: 0.7014 - val_loss: 0.7907 - val_acc: 0.6667
Epoch 1279/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6849 - acc: 0.7097 - val_loss: 0.8014 - val_acc: 0.6444
Epoch 1280/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6849 - acc: 0.6958 - val_loss: 0.7922 - val_acc: 0.6611
Epoch 1281/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6858 - acc: 0.7083 - val_loss: 0.8018 - val_acc: 0.6389
Epoch 1282/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6858 - acc: 0.6944 - val_loss: 0.7943 - val_acc: 0.6556
Epoch 1283/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6868 - acc: 0.7139 - val_loss: 0.8014 - val_acc: 0.6389
Epoch 1284/15000
720/720 [==============================] - 0s 18us/step - loss: 0.6866 - acc: 0.6931 - val_loss: 0.7961 - val_acc: 0.6611
Epoch 1285/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6867 - acc: 0.7097 - val_loss: 0.7990 - val_acc: 0.6389
Epoch 1286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6855 - acc: 0.6917 - val_loss: 0.7956 - val_acc: 0.6667
Epoch 1287/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6844 - acc: 0.7069 - val_loss: 0.7947 - val_acc: 0.6500
Epoch 1288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6826 - acc: 0.6958 - val_loss: 0.7936 - val_acc: 0.6611
Epoch 1289/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6812 - acc: 0.7097 - val_loss: 0.7913 - val_acc: 0.6444
Epoch 1290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6802 - acc: 0.7056 - val_loss: 0.7927 - val_acc: 0.6611
Epoch 1291/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6799 - acc: 0.6986 - val_loss: 0.7905 - val_acc: 0.6556
Epoch 1292/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6802 - acc: 0.7111 - val_loss: 0.7940 - val_acc: 0.6556
Epoch 1293/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6809 - acc: 0.6903 - val_loss: 0.7916 - val_acc: 0.6722
Epoch 1294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6817 - acc: 0.7069 - val_loss: 0.7957 - val_acc: 0.6500
Epoch 1295/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6823 - acc: 0.6944 - val_loss: 0.7925 - val_acc: 0.6556
Epoch 1296/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6829 - acc: 0.7083 - val_loss: 0.7968 - val_acc: 0.6500
Epoch 1297/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6827 - acc: 0.6972 - val_loss: 0.7918 - val_acc: 0.6611
Epoch 1298/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6824 - acc: 0.7167 - val_loss: 0.7965 - val_acc: 0.6611
Epoch 1299/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6815 - acc: 0.6931 - val_loss: 0.7902 - val_acc: 0.6667
Epoch 1300/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6809 - acc: 0.7125 - val_loss: 0.7958 - val_acc: 0.6611
Epoch 1301/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6803 - acc: 0.7000 - val_loss: 0.7891 - val_acc: 0.6556
Epoch 1302/15000
720/720 [==============================] - 0s 29us/step - loss: 0.6802 - acc: 0.7125 - val_loss: 0.7960 - val_acc: 0.6611
Epoch 1303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6803 - acc: 0.7014 - val_loss: 0.7890 - val_acc: 0.6556
Epoch 1304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6805 - acc: 0.7139 - val_loss: 0.7969 - val_acc: 0.6611
Epoch 1305/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6809 - acc: 0.7042 - val_loss: 0.7894 - val_acc: 0.6556
Epoch 1306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6809 - acc: 0.7125 - val_loss: 0.7978 - val_acc: 0.6611
Epoch 1307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6811 - acc: 0.7069 - val_loss: 0.7896 - val_acc: 0.6611
Epoch 1308/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6809 - acc: 0.7139 - val_loss: 0.7977 - val_acc: 0.6611
Epoch 1309/15000
720/720 [==============================] - 0s 4us/step - loss: 0.6808 - acc: 0.7069 - val_loss: 0.7895 - val_acc: 0.6611
Epoch 1310/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6803 - acc: 0.7111 - val_loss: 0.7968 - val_acc: 0.6556
Epoch 1311/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6799 - acc: 0.7028 - val_loss: 0.7893 - val_acc: 0.6556
Epoch 1312/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6795 - acc: 0.7153 - val_loss: 0.7957 - val_acc: 0.6611
Epoch 1313/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6793 - acc: 0.7028 - val_loss: 0.7894 - val_acc: 0.6611
Epoch 1314/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6795 - acc: 0.7139 - val_loss: 0.7964 - val_acc: 0.6556
Epoch 1315/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6802 - acc: 0.6917 - val_loss: 0.7910 - val_acc: 0.6611
Epoch 1316/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6821 - acc: 0.7167 - val_loss: 0.8007 - val_acc: 0.6444
Epoch 1317/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6842 - acc: 0.6958 - val_loss: 0.7951 - val_acc: 0.6556
Epoch 1318/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6879 - acc: 0.7111 - val_loss: 0.8062 - val_acc: 0.6389
Epoch 1319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6889 - acc: 0.6889 - val_loss: 0.7966 - val_acc: 0.6611
Epoch 1320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6898 - acc: 0.7111 - val_loss: 0.8041 - val_acc: 0.6389
Epoch 1321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6859 - acc: 0.6931 - val_loss: 0.7915 - val_acc: 0.6667
Epoch 1322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6823 - acc: 0.7167 - val_loss: 0.7961 - val_acc: 0.6667
Epoch 1323/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6789 - acc: 0.6986 - val_loss: 0.7895 - val_acc: 0.6556
Epoch 1324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6778 - acc: 0.7153 - val_loss: 0.7924 - val_acc: 0.6722
Epoch 1325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6786 - acc: 0.7097 - val_loss: 0.7934 - val_acc: 0.6500
Epoch 1326/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6802 - acc: 0.7000 - val_loss: 0.7931 - val_acc: 0.6667
Epoch 1327/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6817 - acc: 0.7111 - val_loss: 0.7969 - val_acc: 0.6389
Epoch 1328/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6816 - acc: 0.6986 - val_loss: 0.7914 - val_acc: 0.6611
Epoch 1329/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6808 - acc: 0.7139 - val_loss: 0.7958 - val_acc: 0.6667
Epoch 1330/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6791 - acc: 0.6917 - val_loss: 0.7885 - val_acc: 0.6667
Epoch 1331/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6781 - acc: 0.7139 - val_loss: 0.7953 - val_acc: 0.6667
Epoch 1332/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6781 - acc: 0.7056 - val_loss: 0.7893 - val_acc: 0.6556
Epoch 1333/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6788 - acc: 0.7125 - val_loss: 0.7967 - val_acc: 0.6722
Epoch 1334/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6799 - acc: 0.7111 - val_loss: 0.7906 - val_acc: 0.6500
Epoch 1335/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6798 - acc: 0.7083 - val_loss: 0.7963 - val_acc: 0.6667
Epoch 1336/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6796 - acc: 0.7097 - val_loss: 0.7895 - val_acc: 0.6556
Epoch 1337/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6782 - acc: 0.7139 - val_loss: 0.7937 - val_acc: 0.6667
Epoch 1338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6773 - acc: 0.7069 - val_loss: 0.7885 - val_acc: 0.6556
Epoch 1339/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6766 - acc: 0.7167 - val_loss: 0.7928 - val_acc: 0.6611
Epoch 1340/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6766 - acc: 0.7028 - val_loss: 0.7893 - val_acc: 0.6667
Epoch 1341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6771 - acc: 0.7083 - val_loss: 0.7929 - val_acc: 0.6611
Epoch 1342/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6775 - acc: 0.6931 - val_loss: 0.7895 - val_acc: 0.6667
Epoch 1343/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6778 - acc: 0.7083 - val_loss: 0.7929 - val_acc: 0.6556
Epoch 1344/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6775 - acc: 0.6917 - val_loss: 0.7887 - val_acc: 0.6667
Epoch 1345/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6773 - acc: 0.7139 - val_loss: 0.7934 - val_acc: 0.6611
Epoch 1346/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6768 - acc: 0.6972 - val_loss: 0.7881 - val_acc: 0.6667
Epoch 1347/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6767 - acc: 0.7153 - val_loss: 0.7951 - val_acc: 0.6611
Epoch 1348/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6768 - acc: 0.7028 - val_loss: 0.7877 - val_acc: 0.6722
Epoch 1349/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6772 - acc: 0.7139 - val_loss: 0.7973 - val_acc: 0.6667
Epoch 1350/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6779 - acc: 0.7014 - val_loss: 0.7873 - val_acc: 0.6556
Epoch 1351/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6785 - acc: 0.7111 - val_loss: 0.7997 - val_acc: 0.6667
Epoch 1352/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6793 - acc: 0.7083 - val_loss: 0.7875 - val_acc: 0.6556
Epoch 1353/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6800 - acc: 0.7153 - val_loss: 0.8022 - val_acc: 0.6667
Epoch 1354/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6806 - acc: 0.7014 - val_loss: 0.7885 - val_acc: 0.6611
Epoch 1355/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6815 - acc: 0.7125 - val_loss: 0.8038 - val_acc: 0.6611
Epoch 1356/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6814 - acc: 0.6958 - val_loss: 0.7899 - val_acc: 0.6667
Epoch 1357/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6820 - acc: 0.7111 - val_loss: 0.8026 - val_acc: 0.6500
Epoch 1358/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6805 - acc: 0.6972 - val_loss: 0.7905 - val_acc: 0.6667
Epoch 1359/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6798 - acc: 0.7097 - val_loss: 0.7977 - val_acc: 0.6556
Epoch 1360/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6778 - acc: 0.6944 - val_loss: 0.7910 - val_acc: 0.6667
Epoch 1361/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6765 - acc: 0.7097 - val_loss: 0.7919 - val_acc: 0.6500
Epoch 1362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6756 - acc: 0.6986 - val_loss: 0.7923 - val_acc: 0.6722
Epoch 1363/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6752 - acc: 0.7083 - val_loss: 0.7881 - val_acc: 0.6611
Epoch 1364/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6751 - acc: 0.7153 - val_loss: 0.7937 - val_acc: 0.6611
Epoch 1365/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6753 - acc: 0.7042 - val_loss: 0.7870 - val_acc: 0.6722
Epoch 1366/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6756 - acc: 0.7125 - val_loss: 0.7948 - val_acc: 0.6667
Epoch 1367/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6758 - acc: 0.7014 - val_loss: 0.7876 - val_acc: 0.6667
Epoch 1368/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6763 - acc: 0.7111 - val_loss: 0.7951 - val_acc: 0.6611
Epoch 1369/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6764 - acc: 0.6958 - val_loss: 0.7889 - val_acc: 0.6667
Epoch 1370/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6768 - acc: 0.7167 - val_loss: 0.7945 - val_acc: 0.6500
Epoch 1371/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6766 - acc: 0.6972 - val_loss: 0.7903 - val_acc: 0.6667
Epoch 1372/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6765 - acc: 0.7125 - val_loss: 0.7932 - val_acc: 0.6556
Epoch 1373/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6760 - acc: 0.7056 - val_loss: 0.7908 - val_acc: 0.6722
Epoch 1374/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6756 - acc: 0.7083 - val_loss: 0.7913 - val_acc: 0.6500
Epoch 1375/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6749 - acc: 0.7028 - val_loss: 0.7902 - val_acc: 0.6722
Epoch 1376/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6743 - acc: 0.7083 - val_loss: 0.7893 - val_acc: 0.6556
Epoch 1377/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6737 - acc: 0.7042 - val_loss: 0.7893 - val_acc: 0.6722
Epoch 1378/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6733 - acc: 0.7042 - val_loss: 0.7883 - val_acc: 0.6611
Epoch 1379/15000
720/720 [==============================] - 0s 16us/step - loss: 0.6730 - acc: 0.7097 - val_loss: 0.7890 - val_acc: 0.6611
Epoch 1380/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6729 - acc: 0.7083 - val_loss: 0.7882 - val_acc: 0.6667
Epoch 1381/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6728 - acc: 0.7083 - val_loss: 0.7893 - val_acc: 0.6667
Epoch 1382/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6729 - acc: 0.7083 - val_loss: 0.7886 - val_acc: 0.6722
Epoch 1383/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6731 - acc: 0.7069 - val_loss: 0.7902 - val_acc: 0.6611
Epoch 1384/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6733 - acc: 0.7014 - val_loss: 0.7889 - val_acc: 0.6722
Epoch 1385/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6736 - acc: 0.7097 - val_loss: 0.7916 - val_acc: 0.6611
Epoch 1386/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6739 - acc: 0.7014 - val_loss: 0.7890 - val_acc: 0.6667
Epoch 1387/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6746 - acc: 0.7125 - val_loss: 0.7938 - val_acc: 0.6444
Epoch 1388/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6753 - acc: 0.6986 - val_loss: 0.7893 - val_acc: 0.6611
Epoch 1389/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6767 - acc: 0.7167 - val_loss: 0.7975 - val_acc: 0.6444
Epoch 1390/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6778 - acc: 0.7014 - val_loss: 0.7904 - val_acc: 0.6556
Epoch 1391/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6802 - acc: 0.7153 - val_loss: 0.8020 - val_acc: 0.6444
Epoch 1392/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6807 - acc: 0.6986 - val_loss: 0.7911 - val_acc: 0.6667
Epoch 1393/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6826 - acc: 0.7167 - val_loss: 0.8033 - val_acc: 0.6444
Epoch 1394/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6804 - acc: 0.6986 - val_loss: 0.7885 - val_acc: 0.6611
Epoch 1395/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6792 - acc: 0.7125 - val_loss: 0.7993 - val_acc: 0.6667
Epoch 1396/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6760 - acc: 0.7014 - val_loss: 0.7863 - val_acc: 0.6611
Epoch 1397/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6743 - acc: 0.7167 - val_loss: 0.7950 - val_acc: 0.6722
Epoch 1398/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6737 - acc: 0.7125 - val_loss: 0.7885 - val_acc: 0.6500
Epoch 1399/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6740 - acc: 0.7153 - val_loss: 0.7939 - val_acc: 0.6722
Epoch 1400/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6753 - acc: 0.7111 - val_loss: 0.7925 - val_acc: 0.6333
Epoch 1401/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6759 - acc: 0.7097 - val_loss: 0.7934 - val_acc: 0.6722
Epoch 1402/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6764 - acc: 0.7097 - val_loss: 0.7936 - val_acc: 0.6389
Epoch 1403/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6754 - acc: 0.7069 - val_loss: 0.7901 - val_acc: 0.6722
Epoch 1404/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6740 - acc: 0.7111 - val_loss: 0.7915 - val_acc: 0.6667
Epoch 1405/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6723 - acc: 0.6986 - val_loss: 0.7870 - val_acc: 0.6667
Epoch 1406/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6713 - acc: 0.7181 - val_loss: 0.7903 - val_acc: 0.6722
Epoch 1407/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6711 - acc: 0.7069 - val_loss: 0.7871 - val_acc: 0.6556
Epoch 1408/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6716 - acc: 0.7194 - val_loss: 0.7915 - val_acc: 0.6722
Epoch 1409/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6725 - acc: 0.7111 - val_loss: 0.7886 - val_acc: 0.6500
Epoch 1410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6729 - acc: 0.7111 - val_loss: 0.7926 - val_acc: 0.6722
Epoch 1411/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6731 - acc: 0.7111 - val_loss: 0.7889 - val_acc: 0.6500
Epoch 1412/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6724 - acc: 0.7125 - val_loss: 0.7913 - val_acc: 0.6722
Epoch 1413/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6716 - acc: 0.7097 - val_loss: 0.7877 - val_acc: 0.6667
Epoch 1414/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6707 - acc: 0.7194 - val_loss: 0.7892 - val_acc: 0.6778
Epoch 1415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6702 - acc: 0.7111 - val_loss: 0.7871 - val_acc: 0.6667
Epoch 1416/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6700 - acc: 0.7111 - val_loss: 0.7885 - val_acc: 0.6667
Epoch 1417/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6703 - acc: 0.7097 - val_loss: 0.7877 - val_acc: 0.6778
Epoch 1418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6706 - acc: 0.7125 - val_loss: 0.7894 - val_acc: 0.6556
Epoch 1419/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6709 - acc: 0.7042 - val_loss: 0.7884 - val_acc: 0.6778
Epoch 1420/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6710 - acc: 0.7111 - val_loss: 0.7904 - val_acc: 0.6667
Epoch 1421/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6709 - acc: 0.7042 - val_loss: 0.7878 - val_acc: 0.6722
Epoch 1422/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6707 - acc: 0.7194 - val_loss: 0.7912 - val_acc: 0.6667
Epoch 1423/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6705 - acc: 0.7000 - val_loss: 0.7861 - val_acc: 0.6722
Epoch 1424/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6705 - acc: 0.7208 - val_loss: 0.7927 - val_acc: 0.6667
Epoch 1425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6706 - acc: 0.7042 - val_loss: 0.7848 - val_acc: 0.6611
Epoch 1426/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6713 - acc: 0.7167 - val_loss: 0.7963 - val_acc: 0.6667
Epoch 1427/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6723 - acc: 0.7069 - val_loss: 0.7851 - val_acc: 0.6611
Epoch 1428/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6741 - acc: 0.7125 - val_loss: 0.8029 - val_acc: 0.6667
Epoch 1429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6761 - acc: 0.7069 - val_loss: 0.7874 - val_acc: 0.6667
Epoch 1430/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6791 - acc: 0.7042 - val_loss: 0.8099 - val_acc: 0.6611
Epoch 1431/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6806 - acc: 0.7000 - val_loss: 0.7900 - val_acc: 0.6667
Epoch 1432/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6825 - acc: 0.7042 - val_loss: 0.8090 - val_acc: 0.6611
Epoch 1433/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6793 - acc: 0.7014 - val_loss: 0.7887 - val_acc: 0.6611
Epoch 1434/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6765 - acc: 0.7139 - val_loss: 0.7978 - val_acc: 0.6611
Epoch 1435/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6717 - acc: 0.7042 - val_loss: 0.7896 - val_acc: 0.6778
Epoch 1436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6695 - acc: 0.7181 - val_loss: 0.7885 - val_acc: 0.6556
Epoch 1437/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6697 - acc: 0.7139 - val_loss: 0.7966 - val_acc: 0.6722
Epoch 1438/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6716 - acc: 0.7097 - val_loss: 0.7858 - val_acc: 0.6611
Epoch 1439/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6727 - acc: 0.7194 - val_loss: 0.7987 - val_acc: 0.6667
Epoch 1440/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6729 - acc: 0.7097 - val_loss: 0.7853 - val_acc: 0.6611
Epoch 1441/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6715 - acc: 0.7153 - val_loss: 0.7940 - val_acc: 0.6667
Epoch 1442/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6697 - acc: 0.7042 - val_loss: 0.7876 - val_acc: 0.6722
Epoch 1443/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6690 - acc: 0.7222 - val_loss: 0.7897 - val_acc: 0.6556
Epoch 1444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6693 - acc: 0.7097 - val_loss: 0.7930 - val_acc: 0.6778
Epoch 1445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6705 - acc: 0.7111 - val_loss: 0.7882 - val_acc: 0.6500
Epoch 1446/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6711 - acc: 0.7111 - val_loss: 0.7945 - val_acc: 0.6722
Epoch 1447/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6714 - acc: 0.7111 - val_loss: 0.7884 - val_acc: 0.6556
Epoch 1448/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6701 - acc: 0.7111 - val_loss: 0.7903 - val_acc: 0.6722
Epoch 1449/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6690 - acc: 0.7111 - val_loss: 0.7907 - val_acc: 0.6667
Epoch 1450/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6683 - acc: 0.7083 - val_loss: 0.7863 - val_acc: 0.6722
Epoch 1451/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6685 - acc: 0.7208 - val_loss: 0.7933 - val_acc: 0.6667
Epoch 1452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6689 - acc: 0.7069 - val_loss: 0.7840 - val_acc: 0.6611
Epoch 1453/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6693 - acc: 0.7139 - val_loss: 0.7932 - val_acc: 0.6667
Epoch 1454/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6690 - acc: 0.7056 - val_loss: 0.7843 - val_acc: 0.6722
Epoch 1455/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6685 - acc: 0.7139 - val_loss: 0.7913 - val_acc: 0.6667
Epoch 1456/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6677 - acc: 0.7056 - val_loss: 0.7869 - val_acc: 0.6722
Epoch 1457/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6674 - acc: 0.7236 - val_loss: 0.7894 - val_acc: 0.6611
Epoch 1458/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6674 - acc: 0.7125 - val_loss: 0.7892 - val_acc: 0.6778
Epoch 1459/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6677 - acc: 0.7139 - val_loss: 0.7879 - val_acc: 0.6611
Epoch 1460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6678 - acc: 0.7139 - val_loss: 0.7893 - val_acc: 0.6778
Epoch 1461/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6679 - acc: 0.7125 - val_loss: 0.7881 - val_acc: 0.6611
Epoch 1462/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6677 - acc: 0.7083 - val_loss: 0.7875 - val_acc: 0.6778
Epoch 1463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6677 - acc: 0.7125 - val_loss: 0.7900 - val_acc: 0.6611
Epoch 1464/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6677 - acc: 0.7069 - val_loss: 0.7857 - val_acc: 0.6667
Epoch 1465/15000
720/720 [==============================] - 0s 3us/step - loss: 0.6681 - acc: 0.7167 - val_loss: 0.7929 - val_acc: 0.6556
Epoch 1466/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6686 - acc: 0.7028 - val_loss: 0.7851 - val_acc: 0.6667
Epoch 1467/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6698 - acc: 0.7111 - val_loss: 0.7961 - val_acc: 0.6556
Epoch 1468/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6703 - acc: 0.7014 - val_loss: 0.7862 - val_acc: 0.6611
Epoch 1469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6717 - acc: 0.7111 - val_loss: 0.7977 - val_acc: 0.6556
Epoch 1470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6714 - acc: 0.7014 - val_loss: 0.7875 - val_acc: 0.6611
Epoch 1471/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6720 - acc: 0.7125 - val_loss: 0.7960 - val_acc: 0.6444
Epoch 1472/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6707 - acc: 0.7056 - val_loss: 0.7883 - val_acc: 0.6611
Epoch 1473/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6700 - acc: 0.7167 - val_loss: 0.7919 - val_acc: 0.6444
Epoch 1474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6685 - acc: 0.7069 - val_loss: 0.7885 - val_acc: 0.6722
Epoch 1475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6675 - acc: 0.7056 - val_loss: 0.7879 - val_acc: 0.6667
Epoch 1476/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6663 - acc: 0.7125 - val_loss: 0.7878 - val_acc: 0.6778
Epoch 1477/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6655 - acc: 0.7125 - val_loss: 0.7855 - val_acc: 0.6667
Epoch 1478/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6649 - acc: 0.7222 - val_loss: 0.7875 - val_acc: 0.6722
Epoch 1479/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6648 - acc: 0.7125 - val_loss: 0.7856 - val_acc: 0.6722
Epoch 1480/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6650 - acc: 0.7139 - val_loss: 0.7885 - val_acc: 0.6667
Epoch 1481/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6654 - acc: 0.7125 - val_loss: 0.7867 - val_acc: 0.6722
Epoch 1482/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6659 - acc: 0.7153 - val_loss: 0.7898 - val_acc: 0.6556
Epoch 1483/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6663 - acc: 0.7069 - val_loss: 0.7870 - val_acc: 0.6667
Epoch 1484/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6667 - acc: 0.7097 - val_loss: 0.7909 - val_acc: 0.6611
Epoch 1485/15000
720/720 [==============================] - 0s 23us/step - loss: 0.6668 - acc: 0.7083 - val_loss: 0.7862 - val_acc: 0.6667
Epoch 1486/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6669 - acc: 0.7167 - val_loss: 0.7917 - val_acc: 0.6556
Epoch 1487/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6666 - acc: 0.7083 - val_loss: 0.7850 - val_acc: 0.6611
Epoch 1488/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6666 - acc: 0.7139 - val_loss: 0.7920 - val_acc: 0.6611
Epoch 1489/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6662 - acc: 0.7056 - val_loss: 0.7839 - val_acc: 0.6611
Epoch 1490/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6661 - acc: 0.7153 - val_loss: 0.7918 - val_acc: 0.6722
Epoch 1491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6656 - acc: 0.7069 - val_loss: 0.7835 - val_acc: 0.6611
Epoch 1492/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6655 - acc: 0.7139 - val_loss: 0.7914 - val_acc: 0.6778
Epoch 1493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6650 - acc: 0.7097 - val_loss: 0.7838 - val_acc: 0.6667
Epoch 1494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6648 - acc: 0.7153 - val_loss: 0.7907 - val_acc: 0.6778
Epoch 1495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6644 - acc: 0.7097 - val_loss: 0.7842 - val_acc: 0.6722
Epoch 1496/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6641 - acc: 0.7208 - val_loss: 0.7895 - val_acc: 0.6778
Epoch 1497/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6637 - acc: 0.7083 - val_loss: 0.7846 - val_acc: 0.6722
Epoch 1498/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6635 - acc: 0.7208 - val_loss: 0.7882 - val_acc: 0.6778
Epoch 1499/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6633 - acc: 0.7167 - val_loss: 0.7850 - val_acc: 0.6722
Epoch 1500/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6632 - acc: 0.7194 - val_loss: 0.7875 - val_acc: 0.6722
Epoch 1501/15000
720/720 [==============================] - 0s 17us/step - loss: 0.6631 - acc: 0.7167 - val_loss: 0.7855 - val_acc: 0.6722
Epoch 1502/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6631 - acc: 0.7181 - val_loss: 0.7874 - val_acc: 0.6667
Epoch 1503/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6631 - acc: 0.7167 - val_loss: 0.7857 - val_acc: 0.6722
Epoch 1504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6632 - acc: 0.7167 - val_loss: 0.7880 - val_acc: 0.6667
Epoch 1505/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6633 - acc: 0.7125 - val_loss: 0.7858 - val_acc: 0.6667
Epoch 1506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6637 - acc: 0.7167 - val_loss: 0.7895 - val_acc: 0.6667
Epoch 1507/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6641 - acc: 0.7069 - val_loss: 0.7860 - val_acc: 0.6667
Epoch 1508/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6651 - acc: 0.7153 - val_loss: 0.7927 - val_acc: 0.6500
Epoch 1509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6661 - acc: 0.7125 - val_loss: 0.7870 - val_acc: 0.6611
Epoch 1510/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6685 - acc: 0.7153 - val_loss: 0.7978 - val_acc: 0.6444
Epoch 1511/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6700 - acc: 0.7111 - val_loss: 0.7894 - val_acc: 0.6500
Epoch 1512/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6737 - acc: 0.7194 - val_loss: 0.8024 - val_acc: 0.6444
Epoch 1513/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6733 - acc: 0.7056 - val_loss: 0.7895 - val_acc: 0.6444
Epoch 1514/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6742 - acc: 0.7153 - val_loss: 0.7995 - val_acc: 0.6500
Epoch 1515/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6697 - acc: 0.7097 - val_loss: 0.7850 - val_acc: 0.6556
Epoch 1516/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6664 - acc: 0.7097 - val_loss: 0.7910 - val_acc: 0.6722
Epoch 1517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6629 - acc: 0.7139 - val_loss: 0.7839 - val_acc: 0.6722
Epoch 1518/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6616 - acc: 0.7236 - val_loss: 0.7862 - val_acc: 0.6778
Epoch 1519/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6620 - acc: 0.7167 - val_loss: 0.7883 - val_acc: 0.6556
Epoch 1520/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6634 - acc: 0.7097 - val_loss: 0.7868 - val_acc: 0.6611
Epoch 1521/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6652 - acc: 0.7139 - val_loss: 0.7929 - val_acc: 0.6500
Epoch 1522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6659 - acc: 0.7139 - val_loss: 0.7870 - val_acc: 0.6611
Epoch 1523/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6662 - acc: 0.7125 - val_loss: 0.7926 - val_acc: 0.6556
Epoch 1524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6645 - acc: 0.7083 - val_loss: 0.7841 - val_acc: 0.6667
Epoch 1525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6630 - acc: 0.7153 - val_loss: 0.7894 - val_acc: 0.6778
Epoch 1526/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6615 - acc: 0.7139 - val_loss: 0.7831 - val_acc: 0.6667
Epoch 1527/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6612 - acc: 0.7194 - val_loss: 0.7883 - val_acc: 0.6778
Epoch 1528/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6616 - acc: 0.7125 - val_loss: 0.7848 - val_acc: 0.6667
Epoch 1529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6623 - acc: 0.7167 - val_loss: 0.7896 - val_acc: 0.6722
Epoch 1530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6632 - acc: 0.7125 - val_loss: 0.7865 - val_acc: 0.6611
Epoch 1531/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6632 - acc: 0.7167 - val_loss: 0.7899 - val_acc: 0.6667
Epoch 1532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6630 - acc: 0.7097 - val_loss: 0.7861 - val_acc: 0.6611
Epoch 1533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6619 - acc: 0.7181 - val_loss: 0.7880 - val_acc: 0.6778
Epoch 1534/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6609 - acc: 0.7111 - val_loss: 0.7842 - val_acc: 0.6667
Epoch 1535/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6601 - acc: 0.7236 - val_loss: 0.7861 - val_acc: 0.6778
Epoch 1536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6597 - acc: 0.7153 - val_loss: 0.7837 - val_acc: 0.6722
Epoch 1537/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6599 - acc: 0.7167 - val_loss: 0.7865 - val_acc: 0.6667
Epoch 1538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6602 - acc: 0.7194 - val_loss: 0.7846 - val_acc: 0.6667
Epoch 1539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6607 - acc: 0.7167 - val_loss: 0.7882 - val_acc: 0.6611
Epoch 1540/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6610 - acc: 0.7139 - val_loss: 0.7847 - val_acc: 0.6667
Epoch 1541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6611 - acc: 0.7181 - val_loss: 0.7893 - val_acc: 0.6722
Epoch 1542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6609 - acc: 0.7139 - val_loss: 0.7832 - val_acc: 0.6667
Epoch 1543/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6609 - acc: 0.7181 - val_loss: 0.7906 - val_acc: 0.6778
Epoch 1544/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6608 - acc: 0.7153 - val_loss: 0.7817 - val_acc: 0.6667
Epoch 1545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6614 - acc: 0.7153 - val_loss: 0.7940 - val_acc: 0.6778
Epoch 1546/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6622 - acc: 0.7139 - val_loss: 0.7817 - val_acc: 0.6611
Epoch 1547/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6639 - acc: 0.7208 - val_loss: 0.8004 - val_acc: 0.6722
Epoch 1548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6658 - acc: 0.7153 - val_loss: 0.7836 - val_acc: 0.6722
Epoch 1549/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6682 - acc: 0.7153 - val_loss: 0.8065 - val_acc: 0.6611
Epoch 1550/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6695 - acc: 0.7097 - val_loss: 0.7853 - val_acc: 0.6667
Epoch 1551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6702 - acc: 0.7167 - val_loss: 0.8044 - val_acc: 0.6667
Epoch 1552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6674 - acc: 0.7097 - val_loss: 0.7841 - val_acc: 0.6611
Epoch 1553/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6647 - acc: 0.7208 - val_loss: 0.7939 - val_acc: 0.6722
Epoch 1554/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6608 - acc: 0.7167 - val_loss: 0.7855 - val_acc: 0.6667
Epoch 1555/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6591 - acc: 0.7208 - val_loss: 0.7853 - val_acc: 0.6611
Epoch 1556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6590 - acc: 0.7222 - val_loss: 0.7917 - val_acc: 0.6778
Epoch 1557/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6603 - acc: 0.7125 - val_loss: 0.7823 - val_acc: 0.6611
Epoch 1558/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6611 - acc: 0.7222 - val_loss: 0.7944 - val_acc: 0.6778
Epoch 1559/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6615 - acc: 0.7153 - val_loss: 0.7819 - val_acc: 0.6667
Epoch 1560/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6607 - acc: 0.7250 - val_loss: 0.7919 - val_acc: 0.6778
Epoch 1561/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6597 - acc: 0.7153 - val_loss: 0.7838 - val_acc: 0.6667
Epoch 1562/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6594 - acc: 0.7153 - val_loss: 0.7892 - val_acc: 0.6611
Epoch 1563/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6596 - acc: 0.7153 - val_loss: 0.7877 - val_acc: 0.6722
Epoch 1564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6605 - acc: 0.7083 - val_loss: 0.7881 - val_acc: 0.6500
Epoch 1565/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6609 - acc: 0.7194 - val_loss: 0.7896 - val_acc: 0.6722
Epoch 1566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6612 - acc: 0.7097 - val_loss: 0.7877 - val_acc: 0.6556
Epoch 1567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6602 - acc: 0.7208 - val_loss: 0.7865 - val_acc: 0.6667
Epoch 1568/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6592 - acc: 0.7111 - val_loss: 0.7880 - val_acc: 0.6722
Epoch 1569/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6582 - acc: 0.7194 - val_loss: 0.7826 - val_acc: 0.6667
Epoch 1570/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6579 - acc: 0.7194 - val_loss: 0.7892 - val_acc: 0.6778
Epoch 1571/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6579 - acc: 0.7153 - val_loss: 0.7808 - val_acc: 0.6667
Epoch 1572/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6581 - acc: 0.7222 - val_loss: 0.7898 - val_acc: 0.6778
Epoch 1573/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6580 - acc: 0.7139 - val_loss: 0.7813 - val_acc: 0.6611
Epoch 1574/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6576 - acc: 0.7250 - val_loss: 0.7885 - val_acc: 0.6778
Epoch 1575/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6570 - acc: 0.7125 - val_loss: 0.7831 - val_acc: 0.6611
Epoch 1576/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6565 - acc: 0.7181 - val_loss: 0.7864 - val_acc: 0.6722
Epoch 1577/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6563 - acc: 0.7194 - val_loss: 0.7849 - val_acc: 0.6667
Epoch 1578/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6564 - acc: 0.7139 - val_loss: 0.7848 - val_acc: 0.6667
Epoch 1579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6566 - acc: 0.7208 - val_loss: 0.7852 - val_acc: 0.6667
Epoch 1580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6567 - acc: 0.7181 - val_loss: 0.7846 - val_acc: 0.6722
Epoch 1581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6566 - acc: 0.7250 - val_loss: 0.7838 - val_acc: 0.6667
Epoch 1582/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6566 - acc: 0.7153 - val_loss: 0.7861 - val_acc: 0.6722
Epoch 1583/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6565 - acc: 0.7181 - val_loss: 0.7822 - val_acc: 0.6667
Epoch 1584/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6569 - acc: 0.7181 - val_loss: 0.7895 - val_acc: 0.6722
Epoch 1585/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6574 - acc: 0.7208 - val_loss: 0.7816 - val_acc: 0.6556
Epoch 1586/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6588 - acc: 0.7153 - val_loss: 0.7945 - val_acc: 0.6667
Epoch 1587/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6600 - acc: 0.7208 - val_loss: 0.7827 - val_acc: 0.6556
Epoch 1588/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6629 - acc: 0.7181 - val_loss: 0.7993 - val_acc: 0.6667
Epoch 1589/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6636 - acc: 0.7139 - val_loss: 0.7852 - val_acc: 0.6556
Epoch 1590/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6668 - acc: 0.7194 - val_loss: 0.8003 - val_acc: 0.6611
Epoch 1591/15000
720/720 [==============================] - 0s 29us/step - loss: 0.6646 - acc: 0.7125 - val_loss: 0.7860 - val_acc: 0.6500
Epoch 1592/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6642 - acc: 0.7208 - val_loss: 0.7942 - val_acc: 0.6611
Epoch 1593/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6602 - acc: 0.7153 - val_loss: 0.7855 - val_acc: 0.6611
Epoch 1594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6577 - acc: 0.7167 - val_loss: 0.7855 - val_acc: 0.6667
Epoch 1595/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6557 - acc: 0.7236 - val_loss: 0.7865 - val_acc: 0.6722
Epoch 1596/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6549 - acc: 0.7125 - val_loss: 0.7809 - val_acc: 0.6611
Epoch 1597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6551 - acc: 0.7222 - val_loss: 0.7891 - val_acc: 0.6722
Epoch 1598/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6559 - acc: 0.7181 - val_loss: 0.7820 - val_acc: 0.6556
Epoch 1599/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6574 - acc: 0.7139 - val_loss: 0.7924 - val_acc: 0.6556
Epoch 1600/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6583 - acc: 0.7153 - val_loss: 0.7847 - val_acc: 0.6556
Epoch 1601/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6596 - acc: 0.7181 - val_loss: 0.7926 - val_acc: 0.6556
Epoch 1602/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6588 - acc: 0.7167 - val_loss: 0.7849 - val_acc: 0.6556
Epoch 1603/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6581 - acc: 0.7153 - val_loss: 0.7887 - val_acc: 0.6611
Epoch 1604/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6562 - acc: 0.7181 - val_loss: 0.7836 - val_acc: 0.6667
Epoch 1605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6548 - acc: 0.7167 - val_loss: 0.7842 - val_acc: 0.6722
Epoch 1606/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6537 - acc: 0.7222 - val_loss: 0.7837 - val_acc: 0.6667
Epoch 1607/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6532 - acc: 0.7181 - val_loss: 0.7823 - val_acc: 0.6667
Epoch 1608/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6534 - acc: 0.7181 - val_loss: 0.7855 - val_acc: 0.6722
Epoch 1609/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6539 - acc: 0.7181 - val_loss: 0.7826 - val_acc: 0.6667
Epoch 1610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6546 - acc: 0.7194 - val_loss: 0.7878 - val_acc: 0.6667
Epoch 1611/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6551 - acc: 0.7208 - val_loss: 0.7830 - val_acc: 0.6611
Epoch 1612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6557 - acc: 0.7167 - val_loss: 0.7891 - val_acc: 0.6611
Epoch 1613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6555 - acc: 0.7194 - val_loss: 0.7823 - val_acc: 0.6611
Epoch 1614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6555 - acc: 0.7167 - val_loss: 0.7892 - val_acc: 0.6667
Epoch 1615/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6549 - acc: 0.7208 - val_loss: 0.7813 - val_acc: 0.6611
Epoch 1616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6546 - acc: 0.7181 - val_loss: 0.7885 - val_acc: 0.6778
Epoch 1617/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6539 - acc: 0.7250 - val_loss: 0.7806 - val_acc: 0.6611
Epoch 1618/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6535 - acc: 0.7208 - val_loss: 0.7875 - val_acc: 0.6778
Epoch 1619/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6531 - acc: 0.7236 - val_loss: 0.7807 - val_acc: 0.6611
Epoch 1620/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6528 - acc: 0.7236 - val_loss: 0.7864 - val_acc: 0.6778
Epoch 1621/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6525 - acc: 0.7167 - val_loss: 0.7814 - val_acc: 0.6611
Epoch 1622/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6522 - acc: 0.7236 - val_loss: 0.7853 - val_acc: 0.6722
Epoch 1623/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6520 - acc: 0.7153 - val_loss: 0.7823 - val_acc: 0.6667
Epoch 1624/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6518 - acc: 0.7250 - val_loss: 0.7842 - val_acc: 0.6667
Epoch 1625/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6516 - acc: 0.7125 - val_loss: 0.7832 - val_acc: 0.6667
Epoch 1626/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6515 - acc: 0.7264 - val_loss: 0.7831 - val_acc: 0.6667
Epoch 1627/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6514 - acc: 0.7181 - val_loss: 0.7841 - val_acc: 0.6667
Epoch 1628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6513 - acc: 0.7236 - val_loss: 0.7821 - val_acc: 0.6667
Epoch 1629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6513 - acc: 0.7222 - val_loss: 0.7850 - val_acc: 0.6667
Epoch 1630/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6513 - acc: 0.7222 - val_loss: 0.7811 - val_acc: 0.6611
Epoch 1631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6514 - acc: 0.7208 - val_loss: 0.7863 - val_acc: 0.6778
Epoch 1632/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6516 - acc: 0.7236 - val_loss: 0.7801 - val_acc: 0.6667
Epoch 1633/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6520 - acc: 0.7194 - val_loss: 0.7886 - val_acc: 0.6778
Epoch 1634/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6526 - acc: 0.7250 - val_loss: 0.7798 - val_acc: 0.6556
Epoch 1635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6538 - acc: 0.7181 - val_loss: 0.7932 - val_acc: 0.6667
Epoch 1636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6552 - acc: 0.7222 - val_loss: 0.7812 - val_acc: 0.6611
Epoch 1637/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6587 - acc: 0.7222 - val_loss: 0.8001 - val_acc: 0.6611
Epoch 1638/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6604 - acc: 0.7194 - val_loss: 0.7850 - val_acc: 0.6667
Epoch 1639/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6659 - acc: 0.7167 - val_loss: 0.8042 - val_acc: 0.6611
Epoch 1640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6636 - acc: 0.7181 - val_loss: 0.7858 - val_acc: 0.6611
Epoch 1641/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6639 - acc: 0.7167 - val_loss: 0.7965 - val_acc: 0.6667
Epoch 1642/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6573 - acc: 0.7222 - val_loss: 0.7839 - val_acc: 0.6611
Epoch 1643/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6534 - acc: 0.7208 - val_loss: 0.7843 - val_acc: 0.6722
Epoch 1644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6512 - acc: 0.7278 - val_loss: 0.7888 - val_acc: 0.6778
Epoch 1645/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6517 - acc: 0.7167 - val_loss: 0.7791 - val_acc: 0.6722
Epoch 1646/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6536 - acc: 0.7319 - val_loss: 0.7960 - val_acc: 0.6722
Epoch 1647/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6558 - acc: 0.7194 - val_loss: 0.7805 - val_acc: 0.6778
Epoch 1648/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6575 - acc: 0.7222 - val_loss: 0.7979 - val_acc: 0.6667
Epoch 1649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6564 - acc: 0.7181 - val_loss: 0.7814 - val_acc: 0.6611
Epoch 1650/15000
720/720 [==============================] - 0s 4us/step - loss: 0.6548 - acc: 0.7236 - val_loss: 0.7912 - val_acc: 0.6778
Epoch 1651/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6517 - acc: 0.7250 - val_loss: 0.7828 - val_acc: 0.6611
Epoch 1652/15000
720/720 [==============================] - 0s 28us/step - loss: 0.6500 - acc: 0.7222 - val_loss: 0.7832 - val_acc: 0.6722
Epoch 1653/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6496 - acc: 0.7250 - val_loss: 0.7884 - val_acc: 0.6722
Epoch 1654/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6507 - acc: 0.7167 - val_loss: 0.7798 - val_acc: 0.6778
Epoch 1655/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6519 - acc: 0.7319 - val_loss: 0.7928 - val_acc: 0.6778
Epoch 1656/15000
720/720 [==============================] - 0s 28us/step - loss: 0.6530 - acc: 0.7181 - val_loss: 0.7799 - val_acc: 0.6722
Epoch 1657/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6525 - acc: 0.7306 - val_loss: 0.7910 - val_acc: 0.6778
Epoch 1658/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6514 - acc: 0.7181 - val_loss: 0.7804 - val_acc: 0.6722
Epoch 1659/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6498 - acc: 0.7264 - val_loss: 0.7849 - val_acc: 0.6722
Epoch 1660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6486 - acc: 0.7208 - val_loss: 0.7829 - val_acc: 0.6722
Epoch 1661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6482 - acc: 0.7250 - val_loss: 0.7803 - val_acc: 0.6667
Epoch 1662/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6486 - acc: 0.7250 - val_loss: 0.7871 - val_acc: 0.6778
Epoch 1663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6493 - acc: 0.7208 - val_loss: 0.7795 - val_acc: 0.6778
Epoch 1664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6498 - acc: 0.7264 - val_loss: 0.7891 - val_acc: 0.6778
Epoch 1665/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6499 - acc: 0.7194 - val_loss: 0.7799 - val_acc: 0.6722
Epoch 1666/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6494 - acc: 0.7264 - val_loss: 0.7867 - val_acc: 0.6778
Epoch 1667/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6486 - acc: 0.7250 - val_loss: 0.7802 - val_acc: 0.6722
Epoch 1668/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6479 - acc: 0.7236 - val_loss: 0.7824 - val_acc: 0.6722
Epoch 1669/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6475 - acc: 0.7278 - val_loss: 0.7822 - val_acc: 0.6722
Epoch 1670/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6475 - acc: 0.7167 - val_loss: 0.7804 - val_acc: 0.6722
Epoch 1671/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6478 - acc: 0.7264 - val_loss: 0.7851 - val_acc: 0.6778
Epoch 1672/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6481 - acc: 0.7167 - val_loss: 0.7808 - val_acc: 0.6722
Epoch 1673/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6482 - acc: 0.7319 - val_loss: 0.7862 - val_acc: 0.6722
Epoch 1674/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6483 - acc: 0.7125 - val_loss: 0.7820 - val_acc: 0.6722
Epoch 1675/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6481 - acc: 0.7306 - val_loss: 0.7845 - val_acc: 0.6611
Epoch 1676/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6481 - acc: 0.7167 - val_loss: 0.7839 - val_acc: 0.6722
Epoch 1677/15000
720/720 [==============================] - 0s 17us/step - loss: 0.6483 - acc: 0.7264 - val_loss: 0.7819 - val_acc: 0.6667
Epoch 1678/15000
720/720 [==============================] - 0s 18us/step - loss: 0.6492 - acc: 0.7250 - val_loss: 0.7883 - val_acc: 0.6722
Epoch 1679/15000
720/720 [==============================] - 0s 35us/step - loss: 0.6506 - acc: 0.7236 - val_loss: 0.7821 - val_acc: 0.6611
Epoch 1680/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6543 - acc: 0.7250 - val_loss: 0.7968 - val_acc: 0.6722
Epoch 1681/15000
720/720 [==============================] - 0s 18us/step - loss: 0.6573 - acc: 0.7208 - val_loss: 0.7880 - val_acc: 0.6556
Epoch 1682/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6648 - acc: 0.7139 - val_loss: 0.8042 - val_acc: 0.6611
Epoch 1683/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6633 - acc: 0.7167 - val_loss: 0.7902 - val_acc: 0.6556
Epoch 1684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6641 - acc: 0.7125 - val_loss: 0.7961 - val_acc: 0.6500
Epoch 1685/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6555 - acc: 0.7153 - val_loss: 0.7848 - val_acc: 0.6611
Epoch 1686/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6499 - acc: 0.7194 - val_loss: 0.7817 - val_acc: 0.6722
Epoch 1687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6467 - acc: 0.7236 - val_loss: 0.7858 - val_acc: 0.6778
Epoch 1688/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6471 - acc: 0.7236 - val_loss: 0.7782 - val_acc: 0.6556
Epoch 1689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6499 - acc: 0.7236 - val_loss: 0.7925 - val_acc: 0.6667
Epoch 1690/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6525 - acc: 0.7222 - val_loss: 0.7845 - val_acc: 0.6611
Epoch 1691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6560 - acc: 0.7222 - val_loss: 0.7950 - val_acc: 0.6667
Epoch 1692/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6538 - acc: 0.7194 - val_loss: 0.7848 - val_acc: 0.6667
Epoch 1693/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6511 - acc: 0.7208 - val_loss: 0.7860 - val_acc: 0.6722
Epoch 1694/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6472 - acc: 0.7264 - val_loss: 0.7831 - val_acc: 0.6778
Epoch 1695/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6454 - acc: 0.7167 - val_loss: 0.7792 - val_acc: 0.6611
Epoch 1696/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6459 - acc: 0.7250 - val_loss: 0.7869 - val_acc: 0.6611
Epoch 1697/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6478 - acc: 0.7250 - val_loss: 0.7802 - val_acc: 0.6611
Epoch 1698/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6504 - acc: 0.7222 - val_loss: 0.7906 - val_acc: 0.6722
Epoch 1699/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6503 - acc: 0.7208 - val_loss: 0.7820 - val_acc: 0.6611
Epoch 1700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6498 - acc: 0.7264 - val_loss: 0.7877 - val_acc: 0.6778
Epoch 1701/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6472 - acc: 0.7278 - val_loss: 0.7807 - val_acc: 0.6667
Epoch 1702/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6454 - acc: 0.7208 - val_loss: 0.7827 - val_acc: 0.6722
Epoch 1703/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6445 - acc: 0.7264 - val_loss: 0.7825 - val_acc: 0.6778
Epoch 1704/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6448 - acc: 0.7306 - val_loss: 0.7798 - val_acc: 0.6667
Epoch 1705/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6459 - acc: 0.7264 - val_loss: 0.7857 - val_acc: 0.6667
Epoch 1706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6467 - acc: 0.7278 - val_loss: 0.7803 - val_acc: 0.6667
Epoch 1707/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6473 - acc: 0.7250 - val_loss: 0.7874 - val_acc: 0.6667
Epoch 1708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6467 - acc: 0.7278 - val_loss: 0.7796 - val_acc: 0.6667
Epoch 1709/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6461 - acc: 0.7278 - val_loss: 0.7867 - val_acc: 0.6722
Epoch 1710/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6450 - acc: 0.7236 - val_loss: 0.7795 - val_acc: 0.6722
Epoch 1711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6443 - acc: 0.7264 - val_loss: 0.7835 - val_acc: 0.6778
Epoch 1712/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6441 - acc: 0.7194 - val_loss: 0.7803 - val_acc: 0.6722
Epoch 1713/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6441 - acc: 0.7278 - val_loss: 0.7816 - val_acc: 0.6667
Epoch 1714/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6442 - acc: 0.7181 - val_loss: 0.7826 - val_acc: 0.6778
Epoch 1715/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6443 - acc: 0.7319 - val_loss: 0.7805 - val_acc: 0.6667
Epoch 1716/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6443 - acc: 0.7250 - val_loss: 0.7851 - val_acc: 0.6778
Epoch 1717/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6442 - acc: 0.7250 - val_loss: 0.7795 - val_acc: 0.6722
Epoch 1718/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6442 - acc: 0.7306 - val_loss: 0.7862 - val_acc: 0.6778
Epoch 1719/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6441 - acc: 0.7250 - val_loss: 0.7783 - val_acc: 0.6667
Epoch 1720/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6441 - acc: 0.7306 - val_loss: 0.7861 - val_acc: 0.6778
Epoch 1721/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6441 - acc: 0.7222 - val_loss: 0.7780 - val_acc: 0.6722
Epoch 1722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6440 - acc: 0.7319 - val_loss: 0.7858 - val_acc: 0.6778
Epoch 1723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6438 - acc: 0.7264 - val_loss: 0.7787 - val_acc: 0.6722
Epoch 1724/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6434 - acc: 0.7306 - val_loss: 0.7848 - val_acc: 0.6722
Epoch 1725/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6431 - acc: 0.7264 - val_loss: 0.7794 - val_acc: 0.6722
Epoch 1726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6427 - acc: 0.7278 - val_loss: 0.7832 - val_acc: 0.6778
Epoch 1727/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6424 - acc: 0.7236 - val_loss: 0.7797 - val_acc: 0.6778
Epoch 1728/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6422 - acc: 0.7236 - val_loss: 0.7815 - val_acc: 0.6833
Epoch 1729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6421 - acc: 0.7292 - val_loss: 0.7803 - val_acc: 0.6778
Epoch 1730/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6420 - acc: 0.7236 - val_loss: 0.7807 - val_acc: 0.6833
Epoch 1731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6420 - acc: 0.7306 - val_loss: 0.7808 - val_acc: 0.6722
Epoch 1732/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6420 - acc: 0.7236 - val_loss: 0.7811 - val_acc: 0.6833
Epoch 1733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6419 - acc: 0.7306 - val_loss: 0.7812 - val_acc: 0.6722
Epoch 1734/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6419 - acc: 0.7194 - val_loss: 0.7814 - val_acc: 0.6833
Epoch 1735/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6418 - acc: 0.7319 - val_loss: 0.7804 - val_acc: 0.6722
Epoch 1736/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6418 - acc: 0.7208 - val_loss: 0.7820 - val_acc: 0.6833
Epoch 1737/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6418 - acc: 0.7319 - val_loss: 0.7790 - val_acc: 0.6722
Epoch 1738/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6419 - acc: 0.7278 - val_loss: 0.7836 - val_acc: 0.6833
Epoch 1739/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6422 - acc: 0.7264 - val_loss: 0.7782 - val_acc: 0.6722
Epoch 1740/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6429 - acc: 0.7306 - val_loss: 0.7873 - val_acc: 0.6722
Epoch 1741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6439 - acc: 0.7292 - val_loss: 0.7783 - val_acc: 0.6611
Epoch 1742/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6463 - acc: 0.7264 - val_loss: 0.7941 - val_acc: 0.6722
Epoch 1743/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6485 - acc: 0.7250 - val_loss: 0.7808 - val_acc: 0.6778
Epoch 1744/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6540 - acc: 0.7236 - val_loss: 0.8023 - val_acc: 0.6667
Epoch 1745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6548 - acc: 0.7222 - val_loss: 0.7841 - val_acc: 0.6778
Epoch 1746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6591 - acc: 0.7167 - val_loss: 0.8012 - val_acc: 0.6667
Epoch 1747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6529 - acc: 0.7236 - val_loss: 0.7807 - val_acc: 0.6722
Epoch 1748/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6487 - acc: 0.7264 - val_loss: 0.7881 - val_acc: 0.6722
Epoch 1749/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6428 - acc: 0.7278 - val_loss: 0.7810 - val_acc: 0.6778
Epoch 1750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6403 - acc: 0.7278 - val_loss: 0.7784 - val_acc: 0.6722
Epoch 1751/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6409 - acc: 0.7292 - val_loss: 0.7887 - val_acc: 0.6722
Epoch 1752/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6434 - acc: 0.7236 - val_loss: 0.7778 - val_acc: 0.6833
Epoch 1753/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6469 - acc: 0.7264 - val_loss: 0.7951 - val_acc: 0.6667
Epoch 1754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6478 - acc: 0.7250 - val_loss: 0.7801 - val_acc: 0.6833
Epoch 1755/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6485 - acc: 0.7194 - val_loss: 0.7923 - val_acc: 0.6722
Epoch 1756/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6451 - acc: 0.7278 - val_loss: 0.7800 - val_acc: 0.6722
Epoch 1757/15000
720/720 [==============================] - 0s 3us/step - loss: 0.6423 - acc: 0.7278 - val_loss: 0.7835 - val_acc: 0.6667
Epoch 1758/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6402 - acc: 0.7292 - val_loss: 0.7835 - val_acc: 0.6778
Epoch 1759/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6400 - acc: 0.7250 - val_loss: 0.7773 - val_acc: 0.6722
Epoch 1760/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6411 - acc: 0.7333 - val_loss: 0.7896 - val_acc: 0.6778
Epoch 1761/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6429 - acc: 0.7236 - val_loss: 0.7770 - val_acc: 0.6833
Epoch 1762/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6439 - acc: 0.7333 - val_loss: 0.7917 - val_acc: 0.6778
Epoch 1763/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6438 - acc: 0.7208 - val_loss: 0.7777 - val_acc: 0.6833
Epoch 1764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6426 - acc: 0.7347 - val_loss: 0.7870 - val_acc: 0.6833
Epoch 1765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6407 - acc: 0.7222 - val_loss: 0.7784 - val_acc: 0.6778
Epoch 1766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6392 - acc: 0.7333 - val_loss: 0.7801 - val_acc: 0.6778
Epoch 1767/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6385 - acc: 0.7306 - val_loss: 0.7823 - val_acc: 0.6778
Epoch 1768/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6389 - acc: 0.7264 - val_loss: 0.7773 - val_acc: 0.6722
Epoch 1769/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6396 - acc: 0.7333 - val_loss: 0.7872 - val_acc: 0.6778
Epoch 1770/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6405 - acc: 0.7222 - val_loss: 0.7774 - val_acc: 0.6778
Epoch 1771/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6409 - acc: 0.7333 - val_loss: 0.7878 - val_acc: 0.6778
Epoch 1772/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6407 - acc: 0.7181 - val_loss: 0.7771 - val_acc: 0.6722
Epoch 1773/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6398 - acc: 0.7333 - val_loss: 0.7837 - val_acc: 0.6778
Epoch 1774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6389 - acc: 0.7264 - val_loss: 0.7774 - val_acc: 0.6778
Epoch 1775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6381 - acc: 0.7333 - val_loss: 0.7794 - val_acc: 0.6778
Epoch 1776/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6377 - acc: 0.7292 - val_loss: 0.7806 - val_acc: 0.6778
Epoch 1777/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6377 - acc: 0.7292 - val_loss: 0.7779 - val_acc: 0.6722
Epoch 1778/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6380 - acc: 0.7319 - val_loss: 0.7841 - val_acc: 0.6778
Epoch 1779/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6383 - acc: 0.7278 - val_loss: 0.7779 - val_acc: 0.6722
Epoch 1780/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6385 - acc: 0.7347 - val_loss: 0.7852 - val_acc: 0.6778
Epoch 1781/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6386 - acc: 0.7264 - val_loss: 0.7774 - val_acc: 0.6722
Epoch 1782/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6383 - acc: 0.7347 - val_loss: 0.7833 - val_acc: 0.6778
Epoch 1783/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6380 - acc: 0.7264 - val_loss: 0.7774 - val_acc: 0.6722
Epoch 1784/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6376 - acc: 0.7333 - val_loss: 0.7811 - val_acc: 0.6778
Epoch 1785/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6372 - acc: 0.7236 - val_loss: 0.7791 - val_acc: 0.6778
Epoch 1786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6370 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6778
Epoch 1787/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6370 - acc: 0.7264 - val_loss: 0.7816 - val_acc: 0.6833
Epoch 1788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6373 - acc: 0.7278 - val_loss: 0.7786 - val_acc: 0.6722
Epoch 1789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6380 - acc: 0.7292 - val_loss: 0.7844 - val_acc: 0.6667
Epoch 1790/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6391 - acc: 0.7264 - val_loss: 0.7790 - val_acc: 0.6722
Epoch 1791/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6418 - acc: 0.7278 - val_loss: 0.7908 - val_acc: 0.6611
Epoch 1792/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6453 - acc: 0.7222 - val_loss: 0.7864 - val_acc: 0.6611
Epoch 1793/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6536 - acc: 0.7208 - val_loss: 0.8029 - val_acc: 0.6556
Epoch 1794/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6577 - acc: 0.7194 - val_loss: 0.7993 - val_acc: 0.6556
Epoch 1795/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6668 - acc: 0.7111 - val_loss: 0.8034 - val_acc: 0.6500
Epoch 1796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6576 - acc: 0.7167 - val_loss: 0.7933 - val_acc: 0.6667
Epoch 1797/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6493 - acc: 0.7125 - val_loss: 0.7817 - val_acc: 0.6722
Epoch 1798/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6399 - acc: 0.7375 - val_loss: 0.7851 - val_acc: 0.6889
Epoch 1799/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6380 - acc: 0.7222 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 1800/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6423 - acc: 0.7306 - val_loss: 0.7937 - val_acc: 0.6667
Epoch 1801/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6477 - acc: 0.7222 - val_loss: 0.7876 - val_acc: 0.6611
Epoch 1802/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6539 - acc: 0.7236 - val_loss: 0.7957 - val_acc: 0.6556
Epoch 1803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6462 - acc: 0.7222 - val_loss: 0.7832 - val_acc: 0.6667
Epoch 1804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6389 - acc: 0.7292 - val_loss: 0.7808 - val_acc: 0.6722
Epoch 1805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6354 - acc: 0.7319 - val_loss: 0.7838 - val_acc: 0.6778
Epoch 1806/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6380 - acc: 0.7264 - val_loss: 0.7799 - val_acc: 0.6722
Epoch 1807/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6426 - acc: 0.7250 - val_loss: 0.7908 - val_acc: 0.6556
Epoch 1808/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6433 - acc: 0.7167 - val_loss: 0.7796 - val_acc: 0.6667
Epoch 1809/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6424 - acc: 0.7292 - val_loss: 0.7881 - val_acc: 0.6778
Epoch 1810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6380 - acc: 0.7264 - val_loss: 0.7769 - val_acc: 0.6778
Epoch 1811/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6366 - acc: 0.7347 - val_loss: 0.7829 - val_acc: 0.6722
Epoch 1812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6373 - acc: 0.7236 - val_loss: 0.7815 - val_acc: 0.6611
Epoch 1813/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6379 - acc: 0.7264 - val_loss: 0.7815 - val_acc: 0.6722
Epoch 1814/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6377 - acc: 0.7278 - val_loss: 0.7865 - val_acc: 0.6667
Epoch 1815/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6367 - acc: 0.7264 - val_loss: 0.7755 - val_acc: 0.6722
Epoch 1816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6370 - acc: 0.7333 - val_loss: 0.7875 - val_acc: 0.6833
Epoch 1817/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6380 - acc: 0.7250 - val_loss: 0.7758 - val_acc: 0.6889
Epoch 1818/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6378 - acc: 0.7347 - val_loss: 0.7845 - val_acc: 0.6889
Epoch 1819/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6366 - acc: 0.7278 - val_loss: 0.7783 - val_acc: 0.6722
Epoch 1820/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6345 - acc: 0.7319 - val_loss: 0.7804 - val_acc: 0.6722
Epoch 1821/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6339 - acc: 0.7319 - val_loss: 0.7832 - val_acc: 0.6778
Epoch 1822/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6346 - acc: 0.7292 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 1823/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6356 - acc: 0.7361 - val_loss: 0.7850 - val_acc: 0.6833
Epoch 1824/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6361 - acc: 0.7278 - val_loss: 0.7760 - val_acc: 0.6722
Epoch 1825/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6353 - acc: 0.7347 - val_loss: 0.7844 - val_acc: 0.6833
Epoch 1826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6346 - acc: 0.7264 - val_loss: 0.7789 - val_acc: 0.6778
Epoch 1827/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6345 - acc: 0.7333 - val_loss: 0.7817 - val_acc: 0.6722
Epoch 1828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6345 - acc: 0.7292 - val_loss: 0.7789 - val_acc: 0.6778
Epoch 1829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6343 - acc: 0.7278 - val_loss: 0.7786 - val_acc: 0.6778
Epoch 1830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6336 - acc: 0.7333 - val_loss: 0.7788 - val_acc: 0.6778
Epoch 1831/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6330 - acc: 0.7333 - val_loss: 0.7787 - val_acc: 0.6778
Epoch 1832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6328 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6778
Epoch 1833/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6331 - acc: 0.7319 - val_loss: 0.7789 - val_acc: 0.6778
Epoch 1834/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6333 - acc: 0.7278 - val_loss: 0.7797 - val_acc: 0.6778
Epoch 1835/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6334 - acc: 0.7306 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 1836/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6332 - acc: 0.7319 - val_loss: 0.7816 - val_acc: 0.6778
Epoch 1837/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6331 - acc: 0.7306 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 1838/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6331 - acc: 0.7361 - val_loss: 0.7827 - val_acc: 0.6778
Epoch 1839/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6332 - acc: 0.7292 - val_loss: 0.7753 - val_acc: 0.6722
Epoch 1840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6332 - acc: 0.7333 - val_loss: 0.7824 - val_acc: 0.6778
Epoch 1841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6331 - acc: 0.7278 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 1842/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6329 - acc: 0.7375 - val_loss: 0.7820 - val_acc: 0.6778
Epoch 1843/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6327 - acc: 0.7278 - val_loss: 0.7772 - val_acc: 0.6778
Epoch 1844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6327 - acc: 0.7347 - val_loss: 0.7815 - val_acc: 0.6778
Epoch 1845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6327 - acc: 0.7250 - val_loss: 0.7766 - val_acc: 0.6778
Epoch 1846/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6327 - acc: 0.7319 - val_loss: 0.7811 - val_acc: 0.6722
Epoch 1847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6326 - acc: 0.7264 - val_loss: 0.7761 - val_acc: 0.6778
Epoch 1848/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6327 - acc: 0.7319 - val_loss: 0.7827 - val_acc: 0.6778
Epoch 1849/15000
720/720 [==============================] - 0s 4us/step - loss: 0.6327 - acc: 0.7278 - val_loss: 0.7757 - val_acc: 0.6778
Epoch 1850/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6330 - acc: 0.7347 - val_loss: 0.7844 - val_acc: 0.6778
Epoch 1851/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6332 - acc: 0.7250 - val_loss: 0.7749 - val_acc: 0.6778
Epoch 1852/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6338 - acc: 0.7319 - val_loss: 0.7860 - val_acc: 0.6722
Epoch 1853/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6342 - acc: 0.7236 - val_loss: 0.7752 - val_acc: 0.6778
Epoch 1854/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6350 - acc: 0.7347 - val_loss: 0.7879 - val_acc: 0.6778
Epoch 1855/15000
720/720 [==============================] - 0s 31us/step - loss: 0.6354 - acc: 0.7264 - val_loss: 0.7761 - val_acc: 0.6778
Epoch 1856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6367 - acc: 0.7375 - val_loss: 0.7894 - val_acc: 0.6722
Epoch 1857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6367 - acc: 0.7236 - val_loss: 0.7767 - val_acc: 0.6778
Epoch 1858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6376 - acc: 0.7361 - val_loss: 0.7889 - val_acc: 0.6722
Epoch 1859/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6364 - acc: 0.7250 - val_loss: 0.7768 - val_acc: 0.6778
Epoch 1860/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6359 - acc: 0.7361 - val_loss: 0.7861 - val_acc: 0.6722
Epoch 1861/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6340 - acc: 0.7264 - val_loss: 0.7761 - val_acc: 0.6722
Epoch 1862/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6327 - acc: 0.7319 - val_loss: 0.7821 - val_acc: 0.6722
Epoch 1863/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6313 - acc: 0.7278 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 1864/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6305 - acc: 0.7333 - val_loss: 0.7792 - val_acc: 0.6778
Epoch 1865/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6299 - acc: 0.7333 - val_loss: 0.7780 - val_acc: 0.6778
Epoch 1866/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6297 - acc: 0.7333 - val_loss: 0.7776 - val_acc: 0.6778
Epoch 1867/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6297 - acc: 0.7306 - val_loss: 0.7796 - val_acc: 0.6778
Epoch 1868/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6299 - acc: 0.7333 - val_loss: 0.7763 - val_acc: 0.6778
Epoch 1869/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6302 - acc: 0.7333 - val_loss: 0.7815 - val_acc: 0.6722
Epoch 1870/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6306 - acc: 0.7264 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 1871/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6313 - acc: 0.7333 - val_loss: 0.7844 - val_acc: 0.6722
Epoch 1872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6320 - acc: 0.7264 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 1873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6333 - acc: 0.7361 - val_loss: 0.7877 - val_acc: 0.6722
Epoch 1874/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6342 - acc: 0.7236 - val_loss: 0.7759 - val_acc: 0.6778
Epoch 1875/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6361 - acc: 0.7361 - val_loss: 0.7905 - val_acc: 0.6778
Epoch 1876/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6363 - acc: 0.7208 - val_loss: 0.7768 - val_acc: 0.6778
Epoch 1877/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6375 - acc: 0.7333 - val_loss: 0.7903 - val_acc: 0.6778
Epoch 1878/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6360 - acc: 0.7208 - val_loss: 0.7766 - val_acc: 0.6778
Epoch 1879/15000
720/720 [==============================] - 0s 3us/step - loss: 0.6351 - acc: 0.7361 - val_loss: 0.7858 - val_acc: 0.6722
Epoch 1880/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6326 - acc: 0.7264 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 1881/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6309 - acc: 0.7333 - val_loss: 0.7803 - val_acc: 0.6722
Epoch 1882/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6294 - acc: 0.7306 - val_loss: 0.7780 - val_acc: 0.6778
Epoch 1883/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6286 - acc: 0.7306 - val_loss: 0.7767 - val_acc: 0.6778
Epoch 1884/15000
720/720 [==============================] - 0s 16us/step - loss: 0.6284 - acc: 0.7347 - val_loss: 0.7804 - val_acc: 0.6778
Epoch 1885/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6285 - acc: 0.7292 - val_loss: 0.7753 - val_acc: 0.6778
Epoch 1886/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6290 - acc: 0.7333 - val_loss: 0.7828 - val_acc: 0.6722
Epoch 1887/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6296 - acc: 0.7292 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 1888/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6304 - acc: 0.7375 - val_loss: 0.7851 - val_acc: 0.6722
Epoch 1889/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6310 - acc: 0.7292 - val_loss: 0.7760 - val_acc: 0.6778
Epoch 1890/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6321 - acc: 0.7375 - val_loss: 0.7866 - val_acc: 0.6667
Epoch 1891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6324 - acc: 0.7292 - val_loss: 0.7767 - val_acc: 0.6778
Epoch 1892/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6333 - acc: 0.7361 - val_loss: 0.7865 - val_acc: 0.6667
Epoch 1893/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6328 - acc: 0.7250 - val_loss: 0.7772 - val_acc: 0.6778
Epoch 1894/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6329 - acc: 0.7319 - val_loss: 0.7845 - val_acc: 0.6667
Epoch 1895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6316 - acc: 0.7278 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 1896/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6308 - acc: 0.7347 - val_loss: 0.7814 - val_acc: 0.6667
Epoch 1897/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6295 - acc: 0.7278 - val_loss: 0.7772 - val_acc: 0.6778
Epoch 1898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6286 - acc: 0.7278 - val_loss: 0.7789 - val_acc: 0.6722
Epoch 1899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6278 - acc: 0.7333 - val_loss: 0.7778 - val_acc: 0.6778
Epoch 1900/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6272 - acc: 0.7278 - val_loss: 0.7774 - val_acc: 0.6778
Epoch 1901/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6268 - acc: 0.7347 - val_loss: 0.7784 - val_acc: 0.6778
Epoch 1902/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6266 - acc: 0.7306 - val_loss: 0.7765 - val_acc: 0.6778
Epoch 1903/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6266 - acc: 0.7347 - val_loss: 0.7789 - val_acc: 0.6778
Epoch 1904/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6266 - acc: 0.7333 - val_loss: 0.7759 - val_acc: 0.6778
Epoch 1905/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6268 - acc: 0.7333 - val_loss: 0.7797 - val_acc: 0.6778
Epoch 1906/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6270 - acc: 0.7333 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 1907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6274 - acc: 0.7292 - val_loss: 0.7813 - val_acc: 0.6667
Epoch 1908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6279 - acc: 0.7236 - val_loss: 0.7756 - val_acc: 0.6778
Epoch 1909/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6288 - acc: 0.7333 - val_loss: 0.7840 - val_acc: 0.6722
Epoch 1910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6296 - acc: 0.7250 - val_loss: 0.7763 - val_acc: 0.6778
Epoch 1911/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6313 - acc: 0.7375 - val_loss: 0.7877 - val_acc: 0.6667
Epoch 1912/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6323 - acc: 0.7264 - val_loss: 0.7773 - val_acc: 0.6778
Epoch 1913/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6345 - acc: 0.7333 - val_loss: 0.7906 - val_acc: 0.6722
Epoch 1914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6344 - acc: 0.7222 - val_loss: 0.7778 - val_acc: 0.6778
Epoch 1915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6355 - acc: 0.7306 - val_loss: 0.7896 - val_acc: 0.6667
Epoch 1916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6332 - acc: 0.7236 - val_loss: 0.7765 - val_acc: 0.6778
Epoch 1917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6318 - acc: 0.7389 - val_loss: 0.7844 - val_acc: 0.6722
Epoch 1918/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6289 - acc: 0.7278 - val_loss: 0.7757 - val_acc: 0.6778
Epoch 1919/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6270 - acc: 0.7333 - val_loss: 0.7790 - val_acc: 0.6778
Epoch 1920/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6256 - acc: 0.7333 - val_loss: 0.7773 - val_acc: 0.6778
Epoch 1921/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6250 - acc: 0.7319 - val_loss: 0.7760 - val_acc: 0.6778
Epoch 1922/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6250 - acc: 0.7319 - val_loss: 0.7806 - val_acc: 0.6778
Epoch 1923/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6255 - acc: 0.7292 - val_loss: 0.7751 - val_acc: 0.6833
Epoch 1924/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6264 - acc: 0.7361 - val_loss: 0.7841 - val_acc: 0.6722
Epoch 1925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6273 - acc: 0.7264 - val_loss: 0.7751 - val_acc: 0.6833
Epoch 1926/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6286 - acc: 0.7347 - val_loss: 0.7870 - val_acc: 0.6667
Epoch 1927/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6292 - acc: 0.7278 - val_loss: 0.7752 - val_acc: 0.6833
Epoch 1928/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6302 - acc: 0.7361 - val_loss: 0.7880 - val_acc: 0.6667
Epoch 1929/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6299 - acc: 0.7236 - val_loss: 0.7750 - val_acc: 0.6833
Epoch 1930/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6298 - acc: 0.7361 - val_loss: 0.7862 - val_acc: 0.6722
Epoch 1931/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6285 - acc: 0.7292 - val_loss: 0.7745 - val_acc: 0.6889
Epoch 1932/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6274 - acc: 0.7389 - val_loss: 0.7823 - val_acc: 0.6667
Epoch 1933/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6259 - acc: 0.7250 - val_loss: 0.7748 - val_acc: 0.6833
Epoch 1934/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6248 - acc: 0.7347 - val_loss: 0.7787 - val_acc: 0.6778
Epoch 1935/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6241 - acc: 0.7347 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 1936/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6237 - acc: 0.7319 - val_loss: 0.7765 - val_acc: 0.6778
Epoch 1937/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6236 - acc: 0.7306 - val_loss: 0.7787 - val_acc: 0.6778
Epoch 1938/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6237 - acc: 0.7361 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 1939/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6240 - acc: 0.7361 - val_loss: 0.7810 - val_acc: 0.6722
Epoch 1940/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6243 - acc: 0.7264 - val_loss: 0.7745 - val_acc: 0.6833
Epoch 1941/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6249 - acc: 0.7347 - val_loss: 0.7833 - val_acc: 0.6611
Epoch 1942/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6255 - acc: 0.7278 - val_loss: 0.7739 - val_acc: 0.6889
Epoch 1943/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6263 - acc: 0.7361 - val_loss: 0.7857 - val_acc: 0.6667
Epoch 1944/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6270 - acc: 0.7278 - val_loss: 0.7741 - val_acc: 0.6889
Epoch 1945/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6280 - acc: 0.7361 - val_loss: 0.7877 - val_acc: 0.6667
Epoch 1946/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6284 - acc: 0.7236 - val_loss: 0.7748 - val_acc: 0.6889
Epoch 1947/15000
720/720 [==============================] - 0s 27us/step - loss: 0.6290 - acc: 0.7333 - val_loss: 0.7879 - val_acc: 0.6667
Epoch 1948/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6284 - acc: 0.7264 - val_loss: 0.7753 - val_acc: 0.6833
Epoch 1949/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6280 - acc: 0.7389 - val_loss: 0.7851 - val_acc: 0.6667
Epoch 1950/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6266 - acc: 0.7278 - val_loss: 0.7762 - val_acc: 0.6889
Epoch 1951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6259 - acc: 0.7375 - val_loss: 0.7813 - val_acc: 0.6611
Epoch 1952/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6252 - acc: 0.7278 - val_loss: 0.7798 - val_acc: 0.6778
Epoch 1953/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6257 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6611
Epoch 1954/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6270 - acc: 0.7347 - val_loss: 0.7891 - val_acc: 0.6722
Epoch 1955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6310 - acc: 0.7208 - val_loss: 0.7839 - val_acc: 0.6556
Epoch 1956/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6345 - acc: 0.7264 - val_loss: 0.8059 - val_acc: 0.6611
Epoch 1957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6441 - acc: 0.7153 - val_loss: 0.7908 - val_acc: 0.6500
Epoch 1958/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6426 - acc: 0.7167 - val_loss: 0.8083 - val_acc: 0.6611
Epoch 1959/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6462 - acc: 0.7153 - val_loss: 0.7847 - val_acc: 0.6611
Epoch 1960/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6332 - acc: 0.7264 - val_loss: 0.7818 - val_acc: 0.6778
Epoch 1961/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6252 - acc: 0.7319 - val_loss: 0.7818 - val_acc: 0.6722
Epoch 1962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6229 - acc: 0.7306 - val_loss: 0.7753 - val_acc: 0.6889
Epoch 1963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6270 - acc: 0.7319 - val_loss: 0.7981 - val_acc: 0.6667
Epoch 1964/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6329 - acc: 0.7250 - val_loss: 0.7770 - val_acc: 0.6833
Epoch 1965/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6286 - acc: 0.7306 - val_loss: 0.7838 - val_acc: 0.6722
Epoch 1966/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6237 - acc: 0.7278 - val_loss: 0.7773 - val_acc: 0.6722
Epoch 1967/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6223 - acc: 0.7306 - val_loss: 0.7802 - val_acc: 0.6556
Epoch 1968/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6252 - acc: 0.7347 - val_loss: 0.7879 - val_acc: 0.6667
Epoch 1969/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6274 - acc: 0.7222 - val_loss: 0.7786 - val_acc: 0.6611
Epoch 1970/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6237 - acc: 0.7333 - val_loss: 0.7762 - val_acc: 0.6778
Epoch 1971/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6214 - acc: 0.7347 - val_loss: 0.7829 - val_acc: 0.6667
Epoch 1972/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6227 - acc: 0.7306 - val_loss: 0.7747 - val_acc: 0.6778
Epoch 1973/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6241 - acc: 0.7375 - val_loss: 0.7837 - val_acc: 0.6722
Epoch 1974/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6232 - acc: 0.7292 - val_loss: 0.7747 - val_acc: 0.6833
Epoch 1975/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6212 - acc: 0.7361 - val_loss: 0.7783 - val_acc: 0.6611
Epoch 1976/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6218 - acc: 0.7319 - val_loss: 0.7808 - val_acc: 0.6722
Epoch 1977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6234 - acc: 0.7319 - val_loss: 0.7786 - val_acc: 0.6611
Epoch 1978/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6228 - acc: 0.7306 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 1979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6218 - acc: 0.7333 - val_loss: 0.7825 - val_acc: 0.6611
Epoch 1980/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6224 - acc: 0.7264 - val_loss: 0.7729 - val_acc: 0.6889
Epoch 1981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6241 - acc: 0.7333 - val_loss: 0.7870 - val_acc: 0.6611
Epoch 1982/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6249 - acc: 0.7250 - val_loss: 0.7749 - val_acc: 0.6944
Epoch 1983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6255 - acc: 0.7333 - val_loss: 0.7869 - val_acc: 0.6556
Epoch 1984/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6267 - acc: 0.7264 - val_loss: 0.7805 - val_acc: 0.6722
Epoch 1985/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6297 - acc: 0.7333 - val_loss: 0.7909 - val_acc: 0.6500
Epoch 1986/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6294 - acc: 0.7250 - val_loss: 0.7792 - val_acc: 0.6778
Epoch 1987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6300 - acc: 0.7306 - val_loss: 0.7914 - val_acc: 0.6667
Epoch 1988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6280 - acc: 0.7236 - val_loss: 0.7747 - val_acc: 0.6889
Epoch 1989/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6271 - acc: 0.7333 - val_loss: 0.7861 - val_acc: 0.6667
Epoch 1990/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6240 - acc: 0.7264 - val_loss: 0.7741 - val_acc: 0.6889
Epoch 1991/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6213 - acc: 0.7375 - val_loss: 0.7778 - val_acc: 0.6611
Epoch 1992/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6199 - acc: 0.7319 - val_loss: 0.7789 - val_acc: 0.6722
Epoch 1993/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6196 - acc: 0.7347 - val_loss: 0.7749 - val_acc: 0.6833
Epoch 1994/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6196 - acc: 0.7403 - val_loss: 0.7801 - val_acc: 0.6667
Epoch 1995/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6198 - acc: 0.7278 - val_loss: 0.7754 - val_acc: 0.6889
Epoch 1996/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6209 - acc: 0.7361 - val_loss: 0.7824 - val_acc: 0.6611
Epoch 1997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6222 - acc: 0.7278 - val_loss: 0.7776 - val_acc: 0.6833
Epoch 1998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6235 - acc: 0.7375 - val_loss: 0.7855 - val_acc: 0.6667
Epoch 1999/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6237 - acc: 0.7278 - val_loss: 0.7745 - val_acc: 0.6889
Epoch 2000/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6244 - acc: 0.7375 - val_loss: 0.7866 - val_acc: 0.6667
Epoch 2001/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6240 - acc: 0.7292 - val_loss: 0.7737 - val_acc: 0.6944
Epoch 2002/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6237 - acc: 0.7319 - val_loss: 0.7849 - val_acc: 0.6611
Epoch 2003/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6222 - acc: 0.7278 - val_loss: 0.7754 - val_acc: 0.6889
Epoch 2004/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6210 - acc: 0.7375 - val_loss: 0.7807 - val_acc: 0.6611
Epoch 2005/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6198 - acc: 0.7292 - val_loss: 0.7765 - val_acc: 0.6722
Epoch 2006/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6189 - acc: 0.7319 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 2007/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6182 - acc: 0.7347 - val_loss: 0.7758 - val_acc: 0.6722
Epoch 2008/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6177 - acc: 0.7319 - val_loss: 0.7765 - val_acc: 0.6722
Epoch 2009/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6177 - acc: 0.7319 - val_loss: 0.7778 - val_acc: 0.6722
Epoch 2010/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6179 - acc: 0.7347 - val_loss: 0.7766 - val_acc: 0.6778
Epoch 2011/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6182 - acc: 0.7333 - val_loss: 0.7797 - val_acc: 0.6611
Epoch 2012/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6185 - acc: 0.7333 - val_loss: 0.7748 - val_acc: 0.6833
Epoch 2013/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6191 - acc: 0.7347 - val_loss: 0.7826 - val_acc: 0.6611
Epoch 2014/15000
720/720 [==============================] - 0s 32us/step - loss: 0.6197 - acc: 0.7264 - val_loss: 0.7740 - val_acc: 0.6889
Epoch 2015/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6206 - acc: 0.7361 - val_loss: 0.7851 - val_acc: 0.6611
Epoch 2016/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6213 - acc: 0.7278 - val_loss: 0.7745 - val_acc: 0.6889
Epoch 2017/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6224 - acc: 0.7389 - val_loss: 0.7858 - val_acc: 0.6667
Epoch 2018/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6227 - acc: 0.7278 - val_loss: 0.7759 - val_acc: 0.6833
Epoch 2019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6235 - acc: 0.7375 - val_loss: 0.7861 - val_acc: 0.6611
Epoch 2020/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6228 - acc: 0.7292 - val_loss: 0.7764 - val_acc: 0.6833
Epoch 2021/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6224 - acc: 0.7361 - val_loss: 0.7844 - val_acc: 0.6611
Epoch 2022/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6208 - acc: 0.7306 - val_loss: 0.7748 - val_acc: 0.6889
Epoch 2023/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6197 - acc: 0.7361 - val_loss: 0.7815 - val_acc: 0.6611
Epoch 2024/15000
720/720 [==============================] - 0s 18us/step - loss: 0.6184 - acc: 0.7306 - val_loss: 0.7745 - val_acc: 0.6833
Epoch 2025/15000
720/720 [==============================] - 0s 5us/step - loss: 0.6175 - acc: 0.7361 - val_loss: 0.7791 - val_acc: 0.6667
Epoch 2026/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6167 - acc: 0.7333 - val_loss: 0.7757 - val_acc: 0.6778
Epoch 2027/15000
720/720 [==============================] - 0s 1us/step - loss: 0.6163 - acc: 0.7347 - val_loss: 0.7769 - val_acc: 0.6778
Epoch 2028/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6161 - acc: 0.7361 - val_loss: 0.7773 - val_acc: 0.6722
Epoch 2029/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6160 - acc: 0.7361 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 2030/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6161 - acc: 0.7333 - val_loss: 0.7788 - val_acc: 0.6722
Epoch 2031/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6162 - acc: 0.7361 - val_loss: 0.7751 - val_acc: 0.6778
Epoch 2032/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6164 - acc: 0.7375 - val_loss: 0.7800 - val_acc: 0.6611
Epoch 2033/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6168 - acc: 0.7292 - val_loss: 0.7748 - val_acc: 0.6889
Epoch 2034/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6174 - acc: 0.7347 - val_loss: 0.7818 - val_acc: 0.6611
Epoch 2035/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6181 - acc: 0.7292 - val_loss: 0.7749 - val_acc: 0.6889
Epoch 2036/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6193 - acc: 0.7389 - val_loss: 0.7853 - val_acc: 0.6667
Epoch 2037/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6205 - acc: 0.7306 - val_loss: 0.7757 - val_acc: 0.6889
Epoch 2038/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6226 - acc: 0.7361 - val_loss: 0.7895 - val_acc: 0.6556
Epoch 2039/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6236 - acc: 0.7264 - val_loss: 0.7768 - val_acc: 0.6889
Epoch 2040/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6256 - acc: 0.7333 - val_loss: 0.7909 - val_acc: 0.6611
Epoch 2041/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6247 - acc: 0.7250 - val_loss: 0.7769 - val_acc: 0.6778
Epoch 2042/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6243 - acc: 0.7361 - val_loss: 0.7868 - val_acc: 0.6556
Epoch 2043/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6212 - acc: 0.7306 - val_loss: 0.7759 - val_acc: 0.6833
Epoch 2044/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6188 - acc: 0.7389 - val_loss: 0.7801 - val_acc: 0.6667
Epoch 2045/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6164 - acc: 0.7292 - val_loss: 0.7762 - val_acc: 0.6778
Epoch 2046/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6151 - acc: 0.7347 - val_loss: 0.7759 - val_acc: 0.6778
Epoch 2047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6146 - acc: 0.7347 - val_loss: 0.7782 - val_acc: 0.6778
Epoch 2048/15000
720/720 [==============================] - 0s 3us/step - loss: 0.6147 - acc: 0.7361 - val_loss: 0.7752 - val_acc: 0.6833
Epoch 2049/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6155 - acc: 0.7375 - val_loss: 0.7815 - val_acc: 0.6611
Epoch 2050/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6165 - acc: 0.7278 - val_loss: 0.7762 - val_acc: 0.6889
Epoch 2051/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6178 - acc: 0.7389 - val_loss: 0.7849 - val_acc: 0.6667
Epoch 2052/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6187 - acc: 0.7292 - val_loss: 0.7765 - val_acc: 0.6833
Epoch 2053/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6198 - acc: 0.7375 - val_loss: 0.7868 - val_acc: 0.6556
Epoch 2054/15000
720/720 [==============================] - 0s 30us/step - loss: 0.6198 - acc: 0.7306 - val_loss: 0.7757 - val_acc: 0.6833
Epoch 2055/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6200 - acc: 0.7375 - val_loss: 0.7856 - val_acc: 0.6667
Epoch 2056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6189 - acc: 0.7292 - val_loss: 0.7744 - val_acc: 0.6889
Epoch 2057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6179 - acc: 0.7375 - val_loss: 0.7821 - val_acc: 0.6611
Epoch 2058/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6164 - acc: 0.7292 - val_loss: 0.7743 - val_acc: 0.6833
Epoch 2059/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6152 - acc: 0.7375 - val_loss: 0.7787 - val_acc: 0.6667
Epoch 2060/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6141 - acc: 0.7319 - val_loss: 0.7758 - val_acc: 0.6778
Epoch 2061/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6136 - acc: 0.7347 - val_loss: 0.7766 - val_acc: 0.6778
Epoch 2062/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6133 - acc: 0.7347 - val_loss: 0.7777 - val_acc: 0.6778
Epoch 2063/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6132 - acc: 0.7361 - val_loss: 0.7755 - val_acc: 0.6778
Epoch 2064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6133 - acc: 0.7361 - val_loss: 0.7792 - val_acc: 0.6667
Epoch 2065/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6136 - acc: 0.7333 - val_loss: 0.7750 - val_acc: 0.6833
Epoch 2066/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6140 - acc: 0.7361 - val_loss: 0.7807 - val_acc: 0.6611
Epoch 2067/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6145 - acc: 0.7278 - val_loss: 0.7749 - val_acc: 0.6833
Epoch 2068/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6152 - acc: 0.7389 - val_loss: 0.7828 - val_acc: 0.6611
Epoch 2069/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6159 - acc: 0.7278 - val_loss: 0.7753 - val_acc: 0.6889
Epoch 2070/15000
720/720 [==============================] - 0s 30us/step - loss: 0.6170 - acc: 0.7375 - val_loss: 0.7853 - val_acc: 0.6556
Epoch 2071/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6177 - acc: 0.7306 - val_loss: 0.7760 - val_acc: 0.6833
Epoch 2072/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6189 - acc: 0.7361 - val_loss: 0.7868 - val_acc: 0.6556
Epoch 2073/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6189 - acc: 0.7306 - val_loss: 0.7762 - val_acc: 0.6833
Epoch 2074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6193 - acc: 0.7375 - val_loss: 0.7862 - val_acc: 0.6500
Epoch 2075/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6182 - acc: 0.7319 - val_loss: 0.7759 - val_acc: 0.6833
Epoch 2076/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6176 - acc: 0.7375 - val_loss: 0.7835 - val_acc: 0.6611
Epoch 2077/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6159 - acc: 0.7278 - val_loss: 0.7756 - val_acc: 0.6833
Epoch 2078/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6148 - acc: 0.7403 - val_loss: 0.7803 - val_acc: 0.6667
Epoch 2079/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6136 - acc: 0.7292 - val_loss: 0.7757 - val_acc: 0.6833
Epoch 2080/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6127 - acc: 0.7333 - val_loss: 0.7780 - val_acc: 0.6722
Epoch 2081/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6121 - acc: 0.7319 - val_loss: 0.7764 - val_acc: 0.6778
Epoch 2082/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6117 - acc: 0.7347 - val_loss: 0.7769 - val_acc: 0.6778
Epoch 2083/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6115 - acc: 0.7347 - val_loss: 0.7772 - val_acc: 0.6778
Epoch 2084/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6114 - acc: 0.7361 - val_loss: 0.7763 - val_acc: 0.6778
Epoch 2085/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6115 - acc: 0.7347 - val_loss: 0.7782 - val_acc: 0.6722
Epoch 2086/15000
720/720 [==============================] - 0s 28us/step - loss: 0.6116 - acc: 0.7347 - val_loss: 0.7758 - val_acc: 0.6778
Epoch 2087/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6118 - acc: 0.7347 - val_loss: 0.7794 - val_acc: 0.6667
Epoch 2088/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6121 - acc: 0.7306 - val_loss: 0.7752 - val_acc: 0.6833
Epoch 2089/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6127 - acc: 0.7403 - val_loss: 0.7815 - val_acc: 0.6667
Epoch 2090/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6133 - acc: 0.7264 - val_loss: 0.7750 - val_acc: 0.6833
Epoch 2091/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6145 - acc: 0.7389 - val_loss: 0.7851 - val_acc: 0.6611
Epoch 2092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6158 - acc: 0.7292 - val_loss: 0.7759 - val_acc: 0.6889
Epoch 2093/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6180 - acc: 0.7375 - val_loss: 0.7898 - val_acc: 0.6611
Epoch 2094/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6194 - acc: 0.7292 - val_loss: 0.7778 - val_acc: 0.6889
Epoch 2095/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6219 - acc: 0.7306 - val_loss: 0.7922 - val_acc: 0.6611
Epoch 2096/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6215 - acc: 0.7278 - val_loss: 0.7785 - val_acc: 0.6722
Epoch 2097/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6216 - acc: 0.7306 - val_loss: 0.7882 - val_acc: 0.6556
Epoch 2098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6184 - acc: 0.7278 - val_loss: 0.7776 - val_acc: 0.6833
Epoch 2099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6161 - acc: 0.7389 - val_loss: 0.7808 - val_acc: 0.6556
Epoch 2100/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6133 - acc: 0.7236 - val_loss: 0.7784 - val_acc: 0.6833
Epoch 2101/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6118 - acc: 0.7347 - val_loss: 0.7757 - val_acc: 0.6722
Epoch 2102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6110 - acc: 0.7389 - val_loss: 0.7810 - val_acc: 0.6722
Epoch 2103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6109 - acc: 0.7347 - val_loss: 0.7742 - val_acc: 0.7000
Epoch 2104/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6113 - acc: 0.7375 - val_loss: 0.7838 - val_acc: 0.6611
Epoch 2105/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6120 - acc: 0.7306 - val_loss: 0.7752 - val_acc: 0.6889
Epoch 2106/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6130 - acc: 0.7347 - val_loss: 0.7857 - val_acc: 0.6667
Epoch 2107/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6137 - acc: 0.7292 - val_loss: 0.7768 - val_acc: 0.6833
Epoch 2108/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6147 - acc: 0.7375 - val_loss: 0.7859 - val_acc: 0.6611
Epoch 2109/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6148 - acc: 0.7306 - val_loss: 0.7779 - val_acc: 0.6833
Epoch 2110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6153 - acc: 0.7389 - val_loss: 0.7839 - val_acc: 0.6556
Epoch 2111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6145 - acc: 0.7278 - val_loss: 0.7783 - val_acc: 0.6833
Epoch 2112/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6141 - acc: 0.7389 - val_loss: 0.7808 - val_acc: 0.6611
Epoch 2113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6127 - acc: 0.7264 - val_loss: 0.7777 - val_acc: 0.6833
Epoch 2114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6117 - acc: 0.7389 - val_loss: 0.7783 - val_acc: 0.6667
Epoch 2115/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6105 - acc: 0.7319 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 2116/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6096 - acc: 0.7347 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 2117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6089 - acc: 0.7333 - val_loss: 0.7770 - val_acc: 0.6778
Epoch 2118/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6086 - acc: 0.7333 - val_loss: 0.7768 - val_acc: 0.6778
Epoch 2119/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6085 - acc: 0.7347 - val_loss: 0.7773 - val_acc: 0.6722
Epoch 2120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6087 - acc: 0.7333 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 2121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6089 - acc: 0.7389 - val_loss: 0.7784 - val_acc: 0.6722
Epoch 2122/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6092 - acc: 0.7306 - val_loss: 0.7772 - val_acc: 0.6833
Epoch 2123/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6096 - acc: 0.7361 - val_loss: 0.7801 - val_acc: 0.6722
Epoch 2124/15000
720/720 [==============================] - 0s 15us/step - loss: 0.6100 - acc: 0.7292 - val_loss: 0.7769 - val_acc: 0.6833
Epoch 2125/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6106 - acc: 0.7389 - val_loss: 0.7824 - val_acc: 0.6556
Epoch 2126/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6111 - acc: 0.7264 - val_loss: 0.7762 - val_acc: 0.6889
Epoch 2127/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6121 - acc: 0.7375 - val_loss: 0.7856 - val_acc: 0.6667
Epoch 2128/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6129 - acc: 0.7292 - val_loss: 0.7757 - val_acc: 0.7000
Epoch 2129/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6144 - acc: 0.7403 - val_loss: 0.7893 - val_acc: 0.6556
Epoch 2130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6151 - acc: 0.7278 - val_loss: 0.7758 - val_acc: 0.6889
Epoch 2131/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6164 - acc: 0.7361 - val_loss: 0.7909 - val_acc: 0.6611
Epoch 2132/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6158 - acc: 0.7278 - val_loss: 0.7755 - val_acc: 0.6889
Epoch 2133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6153 - acc: 0.7375 - val_loss: 0.7878 - val_acc: 0.6667
Epoch 2134/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6130 - acc: 0.7306 - val_loss: 0.7748 - val_acc: 0.6944
Epoch 2135/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6110 - acc: 0.7347 - val_loss: 0.7819 - val_acc: 0.6667
Epoch 2136/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6089 - acc: 0.7292 - val_loss: 0.7759 - val_acc: 0.6833
Epoch 2137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6076 - acc: 0.7375 - val_loss: 0.7771 - val_acc: 0.6778
Epoch 2138/15000
720/720 [==============================] - 0s 14us/step - loss: 0.6071 - acc: 0.7347 - val_loss: 0.7791 - val_acc: 0.6778
Epoch 2139/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6071 - acc: 0.7361 - val_loss: 0.7749 - val_acc: 0.6944
Epoch 2140/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6076 - acc: 0.7375 - val_loss: 0.7830 - val_acc: 0.6611
Epoch 2141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6083 - acc: 0.7319 - val_loss: 0.7745 - val_acc: 0.6944
Epoch 2142/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6092 - acc: 0.7403 - val_loss: 0.7865 - val_acc: 0.6611
Epoch 2143/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6101 - acc: 0.7292 - val_loss: 0.7746 - val_acc: 0.6944
Epoch 2144/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6110 - acc: 0.7375 - val_loss: 0.7884 - val_acc: 0.6667
Epoch 2145/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6116 - acc: 0.7278 - val_loss: 0.7747 - val_acc: 0.6944
Epoch 2146/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6121 - acc: 0.7375 - val_loss: 0.7876 - val_acc: 0.6667
Epoch 2147/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6118 - acc: 0.7319 - val_loss: 0.7753 - val_acc: 0.6944
Epoch 2148/15000
720/720 [==============================] - 0s 31us/step - loss: 0.6116 - acc: 0.7389 - val_loss: 0.7847 - val_acc: 0.6611
Epoch 2149/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6107 - acc: 0.7292 - val_loss: 0.7773 - val_acc: 0.6833
Epoch 2150/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6105 - acc: 0.7389 - val_loss: 0.7821 - val_acc: 0.6556
Epoch 2151/15000
720/720 [==============================] - 0s 16us/step - loss: 0.6103 - acc: 0.7319 - val_loss: 0.7819 - val_acc: 0.6778
Epoch 2152/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6113 - acc: 0.7389 - val_loss: 0.7815 - val_acc: 0.6556
Epoch 2153/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6119 - acc: 0.7347 - val_loss: 0.7882 - val_acc: 0.6722
Epoch 2154/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6142 - acc: 0.7264 - val_loss: 0.7825 - val_acc: 0.6500
Epoch 2155/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6142 - acc: 0.7319 - val_loss: 0.7919 - val_acc: 0.6722
Epoch 2156/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6161 - acc: 0.7264 - val_loss: 0.7823 - val_acc: 0.6500
Epoch 2157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6135 - acc: 0.7333 - val_loss: 0.7873 - val_acc: 0.6778
Epoch 2158/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6122 - acc: 0.7278 - val_loss: 0.7801 - val_acc: 0.6667
Epoch 2159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6087 - acc: 0.7347 - val_loss: 0.7786 - val_acc: 0.6833
Epoch 2160/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6067 - acc: 0.7403 - val_loss: 0.7813 - val_acc: 0.6667
Epoch 2161/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6060 - acc: 0.7319 - val_loss: 0.7746 - val_acc: 0.6889
Epoch 2162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6068 - acc: 0.7417 - val_loss: 0.7873 - val_acc: 0.6611
Epoch 2163/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6085 - acc: 0.7278 - val_loss: 0.7747 - val_acc: 0.6889
Epoch 2164/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6092 - acc: 0.7417 - val_loss: 0.7888 - val_acc: 0.6556
Epoch 2165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6093 - acc: 0.7264 - val_loss: 0.7745 - val_acc: 0.6889
Epoch 2166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6081 - acc: 0.7389 - val_loss: 0.7850 - val_acc: 0.6667
Epoch 2167/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6073 - acc: 0.7278 - val_loss: 0.7766 - val_acc: 0.6889
Epoch 2168/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6075 - acc: 0.7417 - val_loss: 0.7839 - val_acc: 0.6611
Epoch 2169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6085 - acc: 0.7264 - val_loss: 0.7806 - val_acc: 0.6889
Epoch 2170/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6103 - acc: 0.7361 - val_loss: 0.7854 - val_acc: 0.6611
Epoch 2171/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6107 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6889
Epoch 2172/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6113 - acc: 0.7375 - val_loss: 0.7872 - val_acc: 0.6667
Epoch 2173/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6106 - acc: 0.7278 - val_loss: 0.7762 - val_acc: 0.7000
Epoch 2174/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6110 - acc: 0.7375 - val_loss: 0.7903 - val_acc: 0.6667
Epoch 2175/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6109 - acc: 0.7292 - val_loss: 0.7746 - val_acc: 0.6944
Epoch 2176/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6110 - acc: 0.7361 - val_loss: 0.7895 - val_acc: 0.6667
Epoch 2177/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6097 - acc: 0.7292 - val_loss: 0.7744 - val_acc: 0.6944
Epoch 2178/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6077 - acc: 0.7389 - val_loss: 0.7830 - val_acc: 0.6667
Epoch 2179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6055 - acc: 0.7306 - val_loss: 0.7767 - val_acc: 0.6833
Epoch 2180/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6043 - acc: 0.7417 - val_loss: 0.7780 - val_acc: 0.6667
Epoch 2181/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6040 - acc: 0.7347 - val_loss: 0.7805 - val_acc: 0.6722
Epoch 2182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6040 - acc: 0.7361 - val_loss: 0.7756 - val_acc: 0.6833
Epoch 2183/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6040 - acc: 0.7389 - val_loss: 0.7818 - val_acc: 0.6667
Epoch 2184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6040 - acc: 0.7333 - val_loss: 0.7757 - val_acc: 0.6944
Epoch 2185/15000
720/720 [==============================] - 0s 26us/step - loss: 0.6041 - acc: 0.7431 - val_loss: 0.7824 - val_acc: 0.6722
Epoch 2186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6046 - acc: 0.7264 - val_loss: 0.7771 - val_acc: 0.6889
Epoch 2187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6058 - acc: 0.7431 - val_loss: 0.7847 - val_acc: 0.6667
Epoch 2188/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6072 - acc: 0.7250 - val_loss: 0.7780 - val_acc: 0.6833
Epoch 2189/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6091 - acc: 0.7389 - val_loss: 0.7886 - val_acc: 0.6778
Epoch 2190/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6103 - acc: 0.7264 - val_loss: 0.7777 - val_acc: 0.6944
Epoch 2191/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6123 - acc: 0.7389 - val_loss: 0.7918 - val_acc: 0.6722
Epoch 2192/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6123 - acc: 0.7264 - val_loss: 0.7768 - val_acc: 0.6889
Epoch 2193/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6126 - acc: 0.7319 - val_loss: 0.7904 - val_acc: 0.6778
Epoch 2194/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6103 - acc: 0.7292 - val_loss: 0.7754 - val_acc: 0.6944
Epoch 2195/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6081 - acc: 0.7389 - val_loss: 0.7847 - val_acc: 0.6722
Epoch 2196/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6051 - acc: 0.7306 - val_loss: 0.7757 - val_acc: 0.6889
Epoch 2197/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6031 - acc: 0.7431 - val_loss: 0.7787 - val_acc: 0.6722
Epoch 2198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6021 - acc: 0.7319 - val_loss: 0.7790 - val_acc: 0.6722
Epoch 2199/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6019 - acc: 0.7333 - val_loss: 0.7758 - val_acc: 0.6944
Epoch 2200/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6023 - acc: 0.7389 - val_loss: 0.7832 - val_acc: 0.6667
Epoch 2201/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6032 - acc: 0.7333 - val_loss: 0.7760 - val_acc: 0.7000
Epoch 2202/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6043 - acc: 0.7403 - val_loss: 0.7868 - val_acc: 0.6667
Epoch 2203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6054 - acc: 0.7292 - val_loss: 0.7770 - val_acc: 0.6944
Epoch 2204/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6067 - acc: 0.7389 - val_loss: 0.7884 - val_acc: 0.6611
Epoch 2205/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6074 - acc: 0.7319 - val_loss: 0.7777 - val_acc: 0.6944
Epoch 2206/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6082 - acc: 0.7389 - val_loss: 0.7875 - val_acc: 0.6667
Epoch 2207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6076 - acc: 0.7278 - val_loss: 0.7777 - val_acc: 0.6889
Epoch 2208/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6072 - acc: 0.7375 - val_loss: 0.7843 - val_acc: 0.6667
Epoch 2209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6056 - acc: 0.7236 - val_loss: 0.7772 - val_acc: 0.6833
Epoch 2210/15000
720/720 [==============================] - 0s 7us/step - loss: 0.6044 - acc: 0.7403 - val_loss: 0.7812 - val_acc: 0.6667
Epoch 2211/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6028 - acc: 0.7292 - val_loss: 0.7768 - val_acc: 0.6889
Epoch 2212/15000
720/720 [==============================] - 0s 28us/step - loss: 0.6018 - acc: 0.7375 - val_loss: 0.7793 - val_acc: 0.6722
Epoch 2213/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6010 - acc: 0.7333 - val_loss: 0.7770 - val_acc: 0.6889
Epoch 2214/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6005 - acc: 0.7347 - val_loss: 0.7785 - val_acc: 0.6778
Epoch 2215/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6004 - acc: 0.7306 - val_loss: 0.7778 - val_acc: 0.6722
Epoch 2216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6004 - acc: 0.7347 - val_loss: 0.7784 - val_acc: 0.6778
Epoch 2217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6005 - acc: 0.7375 - val_loss: 0.7792 - val_acc: 0.6722
Epoch 2218/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6006 - acc: 0.7333 - val_loss: 0.7779 - val_acc: 0.6889
Epoch 2219/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6008 - acc: 0.7375 - val_loss: 0.7809 - val_acc: 0.6722
Epoch 2220/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6011 - acc: 0.7319 - val_loss: 0.7767 - val_acc: 0.6889
Epoch 2221/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6016 - acc: 0.7361 - val_loss: 0.7833 - val_acc: 0.6722
Epoch 2222/15000
720/720 [==============================] - 0s 9us/step - loss: 0.6023 - acc: 0.7250 - val_loss: 0.7758 - val_acc: 0.6944
Epoch 2223/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6035 - acc: 0.7389 - val_loss: 0.7874 - val_acc: 0.6667
Epoch 2224/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6048 - acc: 0.7292 - val_loss: 0.7763 - val_acc: 0.7000
Epoch 2225/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6069 - acc: 0.7361 - val_loss: 0.7924 - val_acc: 0.6722
Epoch 2226/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6083 - acc: 0.7292 - val_loss: 0.7779 - val_acc: 0.6778
Epoch 2227/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6104 - acc: 0.7319 - val_loss: 0.7944 - val_acc: 0.6722
Epoch 2228/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6099 - acc: 0.7264 - val_loss: 0.7785 - val_acc: 0.6833
Epoch 2229/15000
720/720 [==============================] - 0s 5us/step - loss: 0.6094 - acc: 0.7319 - val_loss: 0.7896 - val_acc: 0.6667
Epoch 2230/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6065 - acc: 0.7292 - val_loss: 0.7784 - val_acc: 0.6833
Epoch 2231/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6042 - acc: 0.7417 - val_loss: 0.7823 - val_acc: 0.6611
Epoch 2232/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6021 - acc: 0.7292 - val_loss: 0.7809 - val_acc: 0.6833
Epoch 2233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6012 - acc: 0.7361 - val_loss: 0.7776 - val_acc: 0.6778
Epoch 2234/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6007 - acc: 0.7389 - val_loss: 0.7848 - val_acc: 0.6778
Epoch 2235/15000
720/720 [==============================] - 0s 25us/step - loss: 0.6011 - acc: 0.7306 - val_loss: 0.7758 - val_acc: 0.6833
Epoch 2236/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6011 - acc: 0.7403 - val_loss: 0.7877 - val_acc: 0.6611
Epoch 2237/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6017 - acc: 0.7306 - val_loss: 0.7755 - val_acc: 0.6889
Epoch 2238/15000
720/720 [==============================] - 0s 6us/step - loss: 0.6018 - acc: 0.7375 - val_loss: 0.7887 - val_acc: 0.6667
Epoch 2239/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6021 - acc: 0.7319 - val_loss: 0.7762 - val_acc: 0.6944
Epoch 2240/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6025 - acc: 0.7361 - val_loss: 0.7882 - val_acc: 0.6722
Epoch 2241/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6028 - acc: 0.7306 - val_loss: 0.7778 - val_acc: 0.6944
Epoch 2242/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6036 - acc: 0.7389 - val_loss: 0.7872 - val_acc: 0.6667
Epoch 2243/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6039 - acc: 0.7292 - val_loss: 0.7805 - val_acc: 0.6889
Epoch 2244/15000
720/720 [==============================] - 0s 28us/step - loss: 0.6049 - acc: 0.7361 - val_loss: 0.7861 - val_acc: 0.6722
Epoch 2245/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6048 - acc: 0.7306 - val_loss: 0.7828 - val_acc: 0.6833
Epoch 2246/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6053 - acc: 0.7361 - val_loss: 0.7846 - val_acc: 0.6722
Epoch 2247/15000
720/720 [==============================] - 0s 8us/step - loss: 0.6040 - acc: 0.7347 - val_loss: 0.7819 - val_acc: 0.6833
Epoch 2248/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6031 - acc: 0.7403 - val_loss: 0.7823 - val_acc: 0.6667
Epoch 2249/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6011 - acc: 0.7319 - val_loss: 0.7786 - val_acc: 0.6833
Epoch 2250/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5997 - acc: 0.7417 - val_loss: 0.7812 - val_acc: 0.6722
Epoch 2251/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5984 - acc: 0.7306 - val_loss: 0.7765 - val_acc: 0.6944
Epoch 2252/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5979 - acc: 0.7417 - val_loss: 0.7825 - val_acc: 0.6667
Epoch 2253/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5978 - acc: 0.7361 - val_loss: 0.7761 - val_acc: 0.6889
Epoch 2254/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5980 - acc: 0.7361 - val_loss: 0.7842 - val_acc: 0.6722
Epoch 2255/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5984 - acc: 0.7333 - val_loss: 0.7761 - val_acc: 0.6833
Epoch 2256/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5984 - acc: 0.7403 - val_loss: 0.7842 - val_acc: 0.6722
Epoch 2257/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5983 - acc: 0.7306 - val_loss: 0.7759 - val_acc: 0.6833
Epoch 2258/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5978 - acc: 0.7403 - val_loss: 0.7828 - val_acc: 0.6667
Epoch 2259/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5974 - acc: 0.7347 - val_loss: 0.7761 - val_acc: 0.6944
Epoch 2260/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5971 - acc: 0.7389 - val_loss: 0.7819 - val_acc: 0.6722
Epoch 2261/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5970 - acc: 0.7361 - val_loss: 0.7769 - val_acc: 0.6944
Epoch 2262/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5973 - acc: 0.7389 - val_loss: 0.7827 - val_acc: 0.6778
Epoch 2263/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5979 - acc: 0.7278 - val_loss: 0.7776 - val_acc: 0.6944
Epoch 2264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5990 - acc: 0.7444 - val_loss: 0.7858 - val_acc: 0.6722
Epoch 2265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6004 - acc: 0.7264 - val_loss: 0.7784 - val_acc: 0.7000
Epoch 2266/15000
720/720 [==============================] - 0s 24us/step - loss: 0.6027 - acc: 0.7389 - val_loss: 0.7917 - val_acc: 0.6778
Epoch 2267/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6049 - acc: 0.7236 - val_loss: 0.7798 - val_acc: 0.6778
Epoch 2268/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6085 - acc: 0.7361 - val_loss: 0.7983 - val_acc: 0.6778
Epoch 2269/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6100 - acc: 0.7278 - val_loss: 0.7805 - val_acc: 0.6833
Epoch 2270/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6118 - acc: 0.7306 - val_loss: 0.7976 - val_acc: 0.6722
Epoch 2271/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6087 - acc: 0.7278 - val_loss: 0.7776 - val_acc: 0.6833
Epoch 2272/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6050 - acc: 0.7347 - val_loss: 0.7878 - val_acc: 0.6778
Epoch 2273/15000
720/720 [==============================] - 0s 27us/step - loss: 0.5998 - acc: 0.7333 - val_loss: 0.7762 - val_acc: 0.6944
Epoch 2274/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5963 - acc: 0.7403 - val_loss: 0.7794 - val_acc: 0.6833
Epoch 2275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5951 - acc: 0.7333 - val_loss: 0.7815 - val_acc: 0.6778
Epoch 2276/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5958 - acc: 0.7333 - val_loss: 0.7765 - val_acc: 0.6944
Epoch 2277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5979 - acc: 0.7375 - val_loss: 0.7898 - val_acc: 0.6667
Epoch 2278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6005 - acc: 0.7264 - val_loss: 0.7775 - val_acc: 0.6889
Epoch 2279/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6032 - acc: 0.7347 - val_loss: 0.7948 - val_acc: 0.6722
Epoch 2280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6039 - acc: 0.7278 - val_loss: 0.7779 - val_acc: 0.6778
Epoch 2281/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6035 - acc: 0.7333 - val_loss: 0.7903 - val_acc: 0.6833
Epoch 2282/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6007 - acc: 0.7319 - val_loss: 0.7764 - val_acc: 0.6944
Epoch 2283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5980 - acc: 0.7417 - val_loss: 0.7817 - val_acc: 0.6778
Epoch 2284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5955 - acc: 0.7347 - val_loss: 0.7773 - val_acc: 0.6778
Epoch 2285/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5943 - acc: 0.7389 - val_loss: 0.7761 - val_acc: 0.6889
Epoch 2286/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5943 - acc: 0.7361 - val_loss: 0.7821 - val_acc: 0.6778
Epoch 2287/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5951 - acc: 0.7333 - val_loss: 0.7746 - val_acc: 0.7000
Epoch 2288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5964 - acc: 0.7389 - val_loss: 0.7884 - val_acc: 0.6667
Epoch 2289/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5980 - acc: 0.7306 - val_loss: 0.7753 - val_acc: 0.6944
Epoch 2290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5994 - acc: 0.7347 - val_loss: 0.7921 - val_acc: 0.6722
Epoch 2291/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6001 - acc: 0.7319 - val_loss: 0.7761 - val_acc: 0.6889
Epoch 2292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6002 - acc: 0.7347 - val_loss: 0.7906 - val_acc: 0.6778
Epoch 2293/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5989 - acc: 0.7306 - val_loss: 0.7762 - val_acc: 0.6944
Epoch 2294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5973 - acc: 0.7403 - val_loss: 0.7850 - val_acc: 0.6778
Epoch 2295/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5953 - acc: 0.7319 - val_loss: 0.7771 - val_acc: 0.6944
Epoch 2296/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5939 - acc: 0.7403 - val_loss: 0.7789 - val_acc: 0.6778
Epoch 2297/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5933 - acc: 0.7333 - val_loss: 0.7803 - val_acc: 0.6778
Epoch 2298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5934 - acc: 0.7347 - val_loss: 0.7755 - val_acc: 0.6833
Epoch 2299/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5939 - acc: 0.7431 - val_loss: 0.7850 - val_acc: 0.6722
Epoch 2300/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5949 - acc: 0.7292 - val_loss: 0.7750 - val_acc: 0.6778
Epoch 2301/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5958 - acc: 0.7417 - val_loss: 0.7898 - val_acc: 0.6667
Epoch 2302/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5969 - acc: 0.7278 - val_loss: 0.7761 - val_acc: 0.6833
Epoch 2303/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5973 - acc: 0.7403 - val_loss: 0.7921 - val_acc: 0.6778
Epoch 2304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5977 - acc: 0.7278 - val_loss: 0.7763 - val_acc: 0.6833
Epoch 2305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5968 - acc: 0.7389 - val_loss: 0.7893 - val_acc: 0.6722
Epoch 2306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5958 - acc: 0.7278 - val_loss: 0.7757 - val_acc: 0.6944
Epoch 2307/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5942 - acc: 0.7431 - val_loss: 0.7833 - val_acc: 0.6778
Epoch 2308/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5930 - acc: 0.7319 - val_loss: 0.7769 - val_acc: 0.6889
Epoch 2309/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5921 - acc: 0.7375 - val_loss: 0.7787 - val_acc: 0.6778
Epoch 2310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5918 - acc: 0.7347 - val_loss: 0.7798 - val_acc: 0.6778
Epoch 2311/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5920 - acc: 0.7347 - val_loss: 0.7768 - val_acc: 0.6722
Epoch 2312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5924 - acc: 0.7361 - val_loss: 0.7831 - val_acc: 0.6778
Epoch 2313/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5930 - acc: 0.7292 - val_loss: 0.7769 - val_acc: 0.6722
Epoch 2314/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5933 - acc: 0.7389 - val_loss: 0.7854 - val_acc: 0.6722
Epoch 2315/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5939 - acc: 0.7292 - val_loss: 0.7775 - val_acc: 0.6667
Epoch 2316/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5937 - acc: 0.7361 - val_loss: 0.7854 - val_acc: 0.6722
Epoch 2317/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5938 - acc: 0.7306 - val_loss: 0.7784 - val_acc: 0.6722
Epoch 2318/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5933 - acc: 0.7417 - val_loss: 0.7828 - val_acc: 0.6778
Epoch 2319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5933 - acc: 0.7361 - val_loss: 0.7806 - val_acc: 0.6778
Epoch 2320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5932 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6889
Epoch 2321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5941 - acc: 0.7444 - val_loss: 0.7866 - val_acc: 0.6778
Epoch 2322/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5960 - acc: 0.7319 - val_loss: 0.7797 - val_acc: 0.6833
Epoch 2323/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6005 - acc: 0.7389 - val_loss: 0.8002 - val_acc: 0.6667
Epoch 2324/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6063 - acc: 0.7264 - val_loss: 0.7870 - val_acc: 0.6833
Epoch 2325/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6159 - acc: 0.7292 - val_loss: 0.8126 - val_acc: 0.6667
Epoch 2326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6182 - acc: 0.7236 - val_loss: 0.7918 - val_acc: 0.6722
Epoch 2327/15000
720/720 [==============================] - 0s 21us/step - loss: 0.6197 - acc: 0.7319 - val_loss: 0.8006 - val_acc: 0.6611
Epoch 2328/15000
720/720 [==============================] - 0s 7us/step - loss: 0.6096 - acc: 0.7236 - val_loss: 0.7887 - val_acc: 0.6778
Epoch 2329/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6025 - acc: 0.7278 - val_loss: 0.7820 - val_acc: 0.6556
Epoch 2330/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5967 - acc: 0.7444 - val_loss: 0.7923 - val_acc: 0.6833
Epoch 2331/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5971 - acc: 0.7278 - val_loss: 0.7765 - val_acc: 0.6944
Epoch 2332/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5980 - acc: 0.7444 - val_loss: 0.7976 - val_acc: 0.6778
Epoch 2333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6004 - acc: 0.7292 - val_loss: 0.7798 - val_acc: 0.6778
Epoch 2334/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6024 - acc: 0.7333 - val_loss: 0.7960 - val_acc: 0.6833
Epoch 2335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6005 - acc: 0.7292 - val_loss: 0.7865 - val_acc: 0.6778
Epoch 2336/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5983 - acc: 0.7389 - val_loss: 0.7850 - val_acc: 0.6722
Epoch 2337/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5952 - acc: 0.7403 - val_loss: 0.7915 - val_acc: 0.6778
Epoch 2338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5942 - acc: 0.7306 - val_loss: 0.7770 - val_acc: 0.6778
Epoch 2339/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5925 - acc: 0.7431 - val_loss: 0.7878 - val_acc: 0.6833
Epoch 2340/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5930 - acc: 0.7361 - val_loss: 0.7786 - val_acc: 0.6944
Epoch 2341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5953 - acc: 0.7361 - val_loss: 0.7883 - val_acc: 0.6778
Epoch 2342/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5965 - acc: 0.7292 - val_loss: 0.7823 - val_acc: 0.6833
Epoch 2343/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5963 - acc: 0.7444 - val_loss: 0.7840 - val_acc: 0.6667
Epoch 2344/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5929 - acc: 0.7319 - val_loss: 0.7787 - val_acc: 0.6833
Epoch 2345/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5899 - acc: 0.7361 - val_loss: 0.7787 - val_acc: 0.6833
Epoch 2346/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5886 - acc: 0.7389 - val_loss: 0.7803 - val_acc: 0.6833
Epoch 2347/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5894 - acc: 0.7361 - val_loss: 0.7801 - val_acc: 0.6944
Epoch 2348/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5911 - acc: 0.7347 - val_loss: 0.7843 - val_acc: 0.6778
Epoch 2349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5919 - acc: 0.7333 - val_loss: 0.7800 - val_acc: 0.6944
Epoch 2350/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5921 - acc: 0.7403 - val_loss: 0.7866 - val_acc: 0.6833
Epoch 2351/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5912 - acc: 0.7333 - val_loss: 0.7768 - val_acc: 0.6889
Epoch 2352/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5908 - acc: 0.7403 - val_loss: 0.7881 - val_acc: 0.6833
Epoch 2353/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5908 - acc: 0.7278 - val_loss: 0.7754 - val_acc: 0.6778
Epoch 2354/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5905 - acc: 0.7417 - val_loss: 0.7857 - val_acc: 0.6778
Epoch 2355/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5897 - acc: 0.7292 - val_loss: 0.7764 - val_acc: 0.6889
Epoch 2356/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5885 - acc: 0.7361 - val_loss: 0.7811 - val_acc: 0.6833
Epoch 2357/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5877 - acc: 0.7361 - val_loss: 0.7810 - val_acc: 0.6778
Epoch 2358/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5875 - acc: 0.7375 - val_loss: 0.7790 - val_acc: 0.6778
Epoch 2359/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5878 - acc: 0.7361 - val_loss: 0.7834 - val_acc: 0.6778
Epoch 2360/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5881 - acc: 0.7333 - val_loss: 0.7771 - val_acc: 0.6889
Epoch 2361/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5880 - acc: 0.7417 - val_loss: 0.7835 - val_acc: 0.6778
Epoch 2362/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5879 - acc: 0.7333 - val_loss: 0.7770 - val_acc: 0.6944
Epoch 2363/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5880 - acc: 0.7431 - val_loss: 0.7843 - val_acc: 0.6889
Epoch 2364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5884 - acc: 0.7319 - val_loss: 0.7781 - val_acc: 0.6944
Epoch 2365/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5889 - acc: 0.7375 - val_loss: 0.7851 - val_acc: 0.6833
Epoch 2366/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5892 - acc: 0.7333 - val_loss: 0.7777 - val_acc: 0.6944
Epoch 2367/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5896 - acc: 0.7403 - val_loss: 0.7861 - val_acc: 0.6889
Epoch 2368/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5896 - acc: 0.7333 - val_loss: 0.7763 - val_acc: 0.6889
Epoch 2369/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5899 - acc: 0.7403 - val_loss: 0.7883 - val_acc: 0.6833
Epoch 2370/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5900 - acc: 0.7292 - val_loss: 0.7757 - val_acc: 0.6889
Epoch 2371/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5902 - acc: 0.7417 - val_loss: 0.7898 - val_acc: 0.6833
Epoch 2372/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5902 - acc: 0.7319 - val_loss: 0.7760 - val_acc: 0.6889
Epoch 2373/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5900 - acc: 0.7403 - val_loss: 0.7885 - val_acc: 0.6833
Epoch 2374/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5894 - acc: 0.7292 - val_loss: 0.7761 - val_acc: 0.6889
Epoch 2375/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5890 - acc: 0.7389 - val_loss: 0.7864 - val_acc: 0.6889
Epoch 2376/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5884 - acc: 0.7347 - val_loss: 0.7773 - val_acc: 0.6944
Epoch 2377/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5880 - acc: 0.7417 - val_loss: 0.7852 - val_acc: 0.6833
Epoch 2378/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5876 - acc: 0.7347 - val_loss: 0.7786 - val_acc: 0.6944
Epoch 2379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5873 - acc: 0.7361 - val_loss: 0.7839 - val_acc: 0.6833
Epoch 2380/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5869 - acc: 0.7319 - val_loss: 0.7780 - val_acc: 0.6944
Epoch 2381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5867 - acc: 0.7375 - val_loss: 0.7830 - val_acc: 0.6833
Epoch 2382/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5864 - acc: 0.7333 - val_loss: 0.7770 - val_acc: 0.6944
Epoch 2383/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5863 - acc: 0.7375 - val_loss: 0.7843 - val_acc: 0.6833
Epoch 2384/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5863 - acc: 0.7333 - val_loss: 0.7766 - val_acc: 0.6889
Epoch 2385/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5866 - acc: 0.7431 - val_loss: 0.7869 - val_acc: 0.6833
Epoch 2386/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5870 - acc: 0.7375 - val_loss: 0.7763 - val_acc: 0.6889
Epoch 2387/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5877 - acc: 0.7403 - val_loss: 0.7897 - val_acc: 0.6833
Epoch 2388/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5886 - acc: 0.7319 - val_loss: 0.7763 - val_acc: 0.6889
Epoch 2389/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5898 - acc: 0.7417 - val_loss: 0.7937 - val_acc: 0.6889
Epoch 2390/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5912 - acc: 0.7292 - val_loss: 0.7773 - val_acc: 0.6889
Epoch 2391/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5929 - acc: 0.7389 - val_loss: 0.7972 - val_acc: 0.6778
Epoch 2392/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5938 - acc: 0.7264 - val_loss: 0.7789 - val_acc: 0.6833
Epoch 2393/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5946 - acc: 0.7347 - val_loss: 0.7960 - val_acc: 0.6778
Epoch 2394/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5933 - acc: 0.7278 - val_loss: 0.7797 - val_acc: 0.6833
Epoch 2395/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5920 - acc: 0.7403 - val_loss: 0.7896 - val_acc: 0.6833
Epoch 2396/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5895 - acc: 0.7319 - val_loss: 0.7804 - val_acc: 0.6944
Epoch 2397/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5878 - acc: 0.7444 - val_loss: 0.7832 - val_acc: 0.6778
Epoch 2398/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5862 - acc: 0.7333 - val_loss: 0.7825 - val_acc: 0.6833
Epoch 2399/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5854 - acc: 0.7333 - val_loss: 0.7794 - val_acc: 0.6889
Epoch 2400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5848 - acc: 0.7361 - val_loss: 0.7851 - val_acc: 0.6778
Epoch 2401/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5847 - acc: 0.7333 - val_loss: 0.7774 - val_acc: 0.6778
Epoch 2402/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5847 - acc: 0.7431 - val_loss: 0.7879 - val_acc: 0.6833
Epoch 2403/15000
720/720 [==============================] - 0s 18us/step - loss: 0.5852 - acc: 0.7319 - val_loss: 0.7771 - val_acc: 0.6889
Epoch 2404/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5860 - acc: 0.7417 - val_loss: 0.7913 - val_acc: 0.6833
Epoch 2405/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5873 - acc: 0.7319 - val_loss: 0.7781 - val_acc: 0.6889
Epoch 2406/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5892 - acc: 0.7375 - val_loss: 0.7952 - val_acc: 0.6833
Epoch 2407/15000
720/720 [==============================] - 0s 4us/step - loss: 0.5909 - acc: 0.7278 - val_loss: 0.7798 - val_acc: 0.6889
Epoch 2408/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5930 - acc: 0.7361 - val_loss: 0.7969 - val_acc: 0.6778
Epoch 2409/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5932 - acc: 0.7264 - val_loss: 0.7804 - val_acc: 0.6889
Epoch 2410/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5932 - acc: 0.7375 - val_loss: 0.7929 - val_acc: 0.6778
Epoch 2411/15000
720/720 [==============================] - 0s 16us/step - loss: 0.5907 - acc: 0.7292 - val_loss: 0.7798 - val_acc: 0.6889
Epoch 2412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5885 - acc: 0.7403 - val_loss: 0.7860 - val_acc: 0.6889
Epoch 2413/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5857 - acc: 0.7361 - val_loss: 0.7801 - val_acc: 0.6944
Epoch 2414/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5839 - acc: 0.7361 - val_loss: 0.7808 - val_acc: 0.6889
Epoch 2415/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5827 - acc: 0.7361 - val_loss: 0.7827 - val_acc: 0.6833
Epoch 2416/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5823 - acc: 0.7333 - val_loss: 0.7786 - val_acc: 0.6778
Epoch 2417/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5825 - acc: 0.7444 - val_loss: 0.7870 - val_acc: 0.6889
Epoch 2418/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5833 - acc: 0.7319 - val_loss: 0.7780 - val_acc: 0.6889
Epoch 2419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5844 - acc: 0.7403 - val_loss: 0.7918 - val_acc: 0.7000
Epoch 2420/15000
720/720 [==============================] - 0s 3us/step - loss: 0.5858 - acc: 0.7319 - val_loss: 0.7782 - val_acc: 0.6833
Epoch 2421/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5876 - acc: 0.7389 - val_loss: 0.7959 - val_acc: 0.6833
Epoch 2422/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5889 - acc: 0.7278 - val_loss: 0.7787 - val_acc: 0.6833
Epoch 2423/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5901 - acc: 0.7361 - val_loss: 0.7963 - val_acc: 0.6833
Epoch 2424/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5897 - acc: 0.7264 - val_loss: 0.7782 - val_acc: 0.6833
Epoch 2425/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5887 - acc: 0.7389 - val_loss: 0.7918 - val_acc: 0.6944
Epoch 2426/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5863 - acc: 0.7292 - val_loss: 0.7775 - val_acc: 0.6889
Epoch 2427/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5842 - acc: 0.7417 - val_loss: 0.7857 - val_acc: 0.6889
Epoch 2428/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5823 - acc: 0.7333 - val_loss: 0.7788 - val_acc: 0.6778
Epoch 2429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5811 - acc: 0.7347 - val_loss: 0.7816 - val_acc: 0.6833
Epoch 2430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5807 - acc: 0.7319 - val_loss: 0.7821 - val_acc: 0.6833
Epoch 2431/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5807 - acc: 0.7333 - val_loss: 0.7797 - val_acc: 0.6833
Epoch 2432/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5811 - acc: 0.7361 - val_loss: 0.7864 - val_acc: 0.6944
Epoch 2433/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5818 - acc: 0.7333 - val_loss: 0.7789 - val_acc: 0.6889
Epoch 2434/15000
720/720 [==============================] - 0s 7us/step - loss: 0.5829 - acc: 0.7403 - val_loss: 0.7909 - val_acc: 0.7000
Epoch 2435/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5841 - acc: 0.7319 - val_loss: 0.7787 - val_acc: 0.6833
Epoch 2436/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5857 - acc: 0.7403 - val_loss: 0.7952 - val_acc: 0.6889
Epoch 2437/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5870 - acc: 0.7264 - val_loss: 0.7787 - val_acc: 0.6833
Epoch 2438/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5884 - acc: 0.7389 - val_loss: 0.7973 - val_acc: 0.6833
Epoch 2439/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5885 - acc: 0.7278 - val_loss: 0.7782 - val_acc: 0.6833
Epoch 2440/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5881 - acc: 0.7375 - val_loss: 0.7949 - val_acc: 0.6889
Epoch 2441/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5864 - acc: 0.7292 - val_loss: 0.7774 - val_acc: 0.6944
Epoch 2442/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5845 - acc: 0.7403 - val_loss: 0.7903 - val_acc: 0.6889
Epoch 2443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5825 - acc: 0.7347 - val_loss: 0.7781 - val_acc: 0.6889
Epoch 2444/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5812 - acc: 0.7417 - val_loss: 0.7873 - val_acc: 0.6833
Epoch 2445/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5807 - acc: 0.7306 - val_loss: 0.7810 - val_acc: 0.6778
Epoch 2446/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5809 - acc: 0.7417 - val_loss: 0.7878 - val_acc: 0.6833
Epoch 2447/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5822 - acc: 0.7333 - val_loss: 0.7858 - val_acc: 0.6778
Epoch 2448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5839 - acc: 0.7472 - val_loss: 0.7926 - val_acc: 0.6833
Epoch 2449/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5879 - acc: 0.7306 - val_loss: 0.7929 - val_acc: 0.6722
Epoch 2450/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5904 - acc: 0.7542 - val_loss: 0.8015 - val_acc: 0.6833
Epoch 2451/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5972 - acc: 0.7319 - val_loss: 0.7993 - val_acc: 0.6722
Epoch 2452/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5962 - acc: 0.7486 - val_loss: 0.8025 - val_acc: 0.6833
Epoch 2453/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5988 - acc: 0.7347 - val_loss: 0.7964 - val_acc: 0.6889
Epoch 2454/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5909 - acc: 0.7472 - val_loss: 0.7865 - val_acc: 0.6833
Epoch 2455/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5858 - acc: 0.7389 - val_loss: 0.7927 - val_acc: 0.7000
Epoch 2456/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5825 - acc: 0.7319 - val_loss: 0.7788 - val_acc: 0.6833
Epoch 2457/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5842 - acc: 0.7458 - val_loss: 0.8053 - val_acc: 0.6778
Epoch 2458/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5896 - acc: 0.7347 - val_loss: 0.7820 - val_acc: 0.6833
Epoch 2459/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5904 - acc: 0.7458 - val_loss: 0.8061 - val_acc: 0.6778
Epoch 2460/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5896 - acc: 0.7347 - val_loss: 0.7804 - val_acc: 0.6944
Epoch 2461/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5840 - acc: 0.7444 - val_loss: 0.7937 - val_acc: 0.7000
Epoch 2462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5817 - acc: 0.7319 - val_loss: 0.7882 - val_acc: 0.6889
Epoch 2463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5834 - acc: 0.7389 - val_loss: 0.7908 - val_acc: 0.6778
Epoch 2464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5840 - acc: 0.7403 - val_loss: 0.7892 - val_acc: 0.6944
Epoch 2465/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5826 - acc: 0.7319 - val_loss: 0.7856 - val_acc: 0.6889
Epoch 2466/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5788 - acc: 0.7417 - val_loss: 0.7811 - val_acc: 0.6833
Epoch 2467/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5779 - acc: 0.7403 - val_loss: 0.7892 - val_acc: 0.6889
Epoch 2468/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5796 - acc: 0.7319 - val_loss: 0.7824 - val_acc: 0.6833
Epoch 2469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5801 - acc: 0.7472 - val_loss: 0.7875 - val_acc: 0.6889
Epoch 2470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5789 - acc: 0.7333 - val_loss: 0.7820 - val_acc: 0.6889
Epoch 2471/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5771 - acc: 0.7375 - val_loss: 0.7817 - val_acc: 0.6833
Epoch 2472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5773 - acc: 0.7403 - val_loss: 0.7875 - val_acc: 0.6889
Epoch 2473/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5786 - acc: 0.7333 - val_loss: 0.7805 - val_acc: 0.6833
Epoch 2474/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5784 - acc: 0.7444 - val_loss: 0.7856 - val_acc: 0.6889
Epoch 2475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5774 - acc: 0.7319 - val_loss: 0.7804 - val_acc: 0.6833
Epoch 2476/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5768 - acc: 0.7403 - val_loss: 0.7844 - val_acc: 0.6889
Epoch 2477/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5774 - acc: 0.7347 - val_loss: 0.7833 - val_acc: 0.6944
Epoch 2478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5784 - acc: 0.7389 - val_loss: 0.7872 - val_acc: 0.6889
Epoch 2479/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5786 - acc: 0.7361 - val_loss: 0.7797 - val_acc: 0.6889
Epoch 2480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5790 - acc: 0.7375 - val_loss: 0.7943 - val_acc: 0.7000
Epoch 2481/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5809 - acc: 0.7319 - val_loss: 0.7781 - val_acc: 0.6889
Epoch 2482/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5845 - acc: 0.7458 - val_loss: 0.8066 - val_acc: 0.6944
Epoch 2483/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5890 - acc: 0.7250 - val_loss: 0.7814 - val_acc: 0.6944
Epoch 2484/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5926 - acc: 0.7417 - val_loss: 0.8101 - val_acc: 0.6833
Epoch 2485/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5933 - acc: 0.7250 - val_loss: 0.7845 - val_acc: 0.6889
Epoch 2486/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5925 - acc: 0.7417 - val_loss: 0.8007 - val_acc: 0.6833
Epoch 2487/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5870 - acc: 0.7292 - val_loss: 0.7843 - val_acc: 0.6944
Epoch 2488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5817 - acc: 0.7444 - val_loss: 0.7864 - val_acc: 0.6944
Epoch 2489/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5771 - acc: 0.7389 - val_loss: 0.7833 - val_acc: 0.6889
Epoch 2490/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5756 - acc: 0.7333 - val_loss: 0.7812 - val_acc: 0.6944
Epoch 2491/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5770 - acc: 0.7389 - val_loss: 0.7911 - val_acc: 0.6944
Epoch 2492/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5798 - acc: 0.7347 - val_loss: 0.7817 - val_acc: 0.6889
Epoch 2493/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5833 - acc: 0.7403 - val_loss: 0.8015 - val_acc: 0.6889
Epoch 2494/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5854 - acc: 0.7306 - val_loss: 0.7798 - val_acc: 0.6889
Epoch 2495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5865 - acc: 0.7389 - val_loss: 0.8032 - val_acc: 0.6889
Epoch 2496/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5853 - acc: 0.7278 - val_loss: 0.7793 - val_acc: 0.7000
Epoch 2497/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5827 - acc: 0.7500 - val_loss: 0.7941 - val_acc: 0.6944
Epoch 2498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5790 - acc: 0.7347 - val_loss: 0.7810 - val_acc: 0.6889
Epoch 2499/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5757 - acc: 0.7458 - val_loss: 0.7831 - val_acc: 0.6889
Epoch 2500/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5744 - acc: 0.7333 - val_loss: 0.7865 - val_acc: 0.6889
Epoch 2501/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5753 - acc: 0.7389 - val_loss: 0.7788 - val_acc: 0.6944
Epoch 2502/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5772 - acc: 0.7458 - val_loss: 0.7946 - val_acc: 0.6889
Epoch 2503/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5792 - acc: 0.7333 - val_loss: 0.7795 - val_acc: 0.6889
Epoch 2504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5814 - acc: 0.7403 - val_loss: 0.8020 - val_acc: 0.6833
Epoch 2505/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5832 - acc: 0.7264 - val_loss: 0.7808 - val_acc: 0.6889
Epoch 2506/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5837 - acc: 0.7403 - val_loss: 0.7996 - val_acc: 0.6944
Epoch 2507/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5818 - acc: 0.7264 - val_loss: 0.7824 - val_acc: 0.6889
Epoch 2508/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5794 - acc: 0.7458 - val_loss: 0.7902 - val_acc: 0.6889
Epoch 2509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5764 - acc: 0.7361 - val_loss: 0.7828 - val_acc: 0.6889
Epoch 2510/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5742 - acc: 0.7389 - val_loss: 0.7823 - val_acc: 0.6889
Epoch 2511/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5734 - acc: 0.7361 - val_loss: 0.7853 - val_acc: 0.6889
Epoch 2512/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5740 - acc: 0.7389 - val_loss: 0.7810 - val_acc: 0.6889
Epoch 2513/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5754 - acc: 0.7431 - val_loss: 0.7916 - val_acc: 0.7000
Epoch 2514/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5768 - acc: 0.7333 - val_loss: 0.7801 - val_acc: 0.6833
Epoch 2515/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5784 - acc: 0.7389 - val_loss: 0.7984 - val_acc: 0.6944
Epoch 2516/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5798 - acc: 0.7292 - val_loss: 0.7793 - val_acc: 0.6944
Epoch 2517/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5805 - acc: 0.7444 - val_loss: 0.8005 - val_acc: 0.7000
Epoch 2518/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5800 - acc: 0.7264 - val_loss: 0.7808 - val_acc: 0.6944
Epoch 2519/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5787 - acc: 0.7500 - val_loss: 0.7949 - val_acc: 0.6944
Epoch 2520/15000
720/720 [==============================] - 0s 17us/step - loss: 0.5765 - acc: 0.7319 - val_loss: 0.7813 - val_acc: 0.6944
Epoch 2521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5743 - acc: 0.7528 - val_loss: 0.7863 - val_acc: 0.6944
Epoch 2522/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5727 - acc: 0.7347 - val_loss: 0.7833 - val_acc: 0.6889
Epoch 2523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5724 - acc: 0.7347 - val_loss: 0.7817 - val_acc: 0.6889
Epoch 2524/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5727 - acc: 0.7458 - val_loss: 0.7878 - val_acc: 0.6889
Epoch 2525/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5732 - acc: 0.7375 - val_loss: 0.7798 - val_acc: 0.6944
Epoch 2526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5741 - acc: 0.7417 - val_loss: 0.7945 - val_acc: 0.7000
Epoch 2527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5755 - acc: 0.7361 - val_loss: 0.7802 - val_acc: 0.6889
Epoch 2528/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5769 - acc: 0.7417 - val_loss: 0.7997 - val_acc: 0.6944
Epoch 2529/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5781 - acc: 0.7319 - val_loss: 0.7818 - val_acc: 0.6944
Epoch 2530/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5789 - acc: 0.7444 - val_loss: 0.7992 - val_acc: 0.6889
Epoch 2531/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5786 - acc: 0.7292 - val_loss: 0.7816 - val_acc: 0.7000
Epoch 2532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5778 - acc: 0.7431 - val_loss: 0.7942 - val_acc: 0.6944
Epoch 2533/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5760 - acc: 0.7319 - val_loss: 0.7804 - val_acc: 0.6944
Epoch 2534/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5743 - acc: 0.7472 - val_loss: 0.7893 - val_acc: 0.6944
Epoch 2535/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5729 - acc: 0.7361 - val_loss: 0.7806 - val_acc: 0.6833
Epoch 2536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5719 - acc: 0.7375 - val_loss: 0.7861 - val_acc: 0.6889
Epoch 2537/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5712 - acc: 0.7375 - val_loss: 0.7832 - val_acc: 0.6889
Epoch 2538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5709 - acc: 0.7375 - val_loss: 0.7848 - val_acc: 0.6889
Epoch 2539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5709 - acc: 0.7389 - val_loss: 0.7870 - val_acc: 0.6944
Epoch 2540/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5710 - acc: 0.7403 - val_loss: 0.7842 - val_acc: 0.6889
Epoch 2541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5711 - acc: 0.7417 - val_loss: 0.7894 - val_acc: 0.6944
Epoch 2542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5713 - acc: 0.7403 - val_loss: 0.7824 - val_acc: 0.6944
Epoch 2543/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5718 - acc: 0.7472 - val_loss: 0.7921 - val_acc: 0.6944
Epoch 2544/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5725 - acc: 0.7347 - val_loss: 0.7804 - val_acc: 0.6944
Epoch 2545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5737 - acc: 0.7458 - val_loss: 0.7974 - val_acc: 0.7000
Epoch 2546/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5754 - acc: 0.7361 - val_loss: 0.7795 - val_acc: 0.6944
Epoch 2547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5777 - acc: 0.7431 - val_loss: 0.8053 - val_acc: 0.7000
Epoch 2548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5805 - acc: 0.7278 - val_loss: 0.7810 - val_acc: 0.6944
Epoch 2549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5826 - acc: 0.7472 - val_loss: 0.8091 - val_acc: 0.6944
Epoch 2550/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5829 - acc: 0.7250 - val_loss: 0.7825 - val_acc: 0.7000
Epoch 2551/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5814 - acc: 0.7486 - val_loss: 0.8022 - val_acc: 0.6889
Epoch 2552/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5774 - acc: 0.7264 - val_loss: 0.7829 - val_acc: 0.6889
Epoch 2553/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5736 - acc: 0.7500 - val_loss: 0.7904 - val_acc: 0.7000
Epoch 2554/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5707 - acc: 0.7403 - val_loss: 0.7866 - val_acc: 0.6889
Epoch 2555/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5699 - acc: 0.7347 - val_loss: 0.7834 - val_acc: 0.6889
Epoch 2556/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5705 - acc: 0.7514 - val_loss: 0.7935 - val_acc: 0.6944
Epoch 2557/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5718 - acc: 0.7375 - val_loss: 0.7809 - val_acc: 0.6889
Epoch 2558/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5735 - acc: 0.7514 - val_loss: 0.8020 - val_acc: 0.7056
Epoch 2559/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5758 - acc: 0.7347 - val_loss: 0.7811 - val_acc: 0.6889
Epoch 2560/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5776 - acc: 0.7417 - val_loss: 0.8063 - val_acc: 0.6944
Epoch 2561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5786 - acc: 0.7292 - val_loss: 0.7823 - val_acc: 0.7000
Epoch 2562/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5781 - acc: 0.7444 - val_loss: 0.8010 - val_acc: 0.6889
Epoch 2563/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5760 - acc: 0.7306 - val_loss: 0.7844 - val_acc: 0.6944
Epoch 2564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5741 - acc: 0.7486 - val_loss: 0.7915 - val_acc: 0.7000
Epoch 2565/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5721 - acc: 0.7431 - val_loss: 0.7872 - val_acc: 0.7056
Epoch 2566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5712 - acc: 0.7403 - val_loss: 0.7851 - val_acc: 0.6833
Epoch 2567/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5708 - acc: 0.7542 - val_loss: 0.7915 - val_acc: 0.6944
Epoch 2568/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5712 - acc: 0.7389 - val_loss: 0.7830 - val_acc: 0.6889
Epoch 2569/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5711 - acc: 0.7569 - val_loss: 0.7968 - val_acc: 0.7000
Epoch 2570/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5715 - acc: 0.7403 - val_loss: 0.7819 - val_acc: 0.6889
Epoch 2571/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5722 - acc: 0.7514 - val_loss: 0.8023 - val_acc: 0.7000
Epoch 2572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5738 - acc: 0.7333 - val_loss: 0.7830 - val_acc: 0.6944
Epoch 2573/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5753 - acc: 0.7486 - val_loss: 0.8042 - val_acc: 0.6944
Epoch 2574/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5763 - acc: 0.7347 - val_loss: 0.7859 - val_acc: 0.7000
Epoch 2575/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5774 - acc: 0.7444 - val_loss: 0.8011 - val_acc: 0.6944
Epoch 2576/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5766 - acc: 0.7417 - val_loss: 0.7874 - val_acc: 0.6944
Epoch 2577/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5758 - acc: 0.7361 - val_loss: 0.7939 - val_acc: 0.6944
Epoch 2578/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5731 - acc: 0.7514 - val_loss: 0.7858 - val_acc: 0.6833
Epoch 2579/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5711 - acc: 0.7389 - val_loss: 0.7882 - val_acc: 0.6889
Epoch 2580/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5689 - acc: 0.7472 - val_loss: 0.7859 - val_acc: 0.6889
Epoch 2581/15000
720/720 [==============================] - 0s 18us/step - loss: 0.5675 - acc: 0.7347 - val_loss: 0.7858 - val_acc: 0.6889
Epoch 2582/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5669 - acc: 0.7431 - val_loss: 0.7893 - val_acc: 0.7000
Epoch 2583/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5672 - acc: 0.7403 - val_loss: 0.7858 - val_acc: 0.6778
Epoch 2584/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5683 - acc: 0.7417 - val_loss: 0.7939 - val_acc: 0.7056
Epoch 2585/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5694 - acc: 0.7403 - val_loss: 0.7858 - val_acc: 0.6778
Epoch 2586/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5705 - acc: 0.7417 - val_loss: 0.7976 - val_acc: 0.7000
Epoch 2587/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5713 - acc: 0.7375 - val_loss: 0.7840 - val_acc: 0.6944
Epoch 2588/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5725 - acc: 0.7472 - val_loss: 0.8012 - val_acc: 0.7000
Epoch 2589/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5735 - acc: 0.7347 - val_loss: 0.7812 - val_acc: 0.7000
Epoch 2590/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5750 - acc: 0.7472 - val_loss: 0.8065 - val_acc: 0.7000
Epoch 2591/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5764 - acc: 0.7292 - val_loss: 0.7807 - val_acc: 0.7056
Epoch 2592/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5772 - acc: 0.7472 - val_loss: 0.8093 - val_acc: 0.7000
Epoch 2593/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5770 - acc: 0.7292 - val_loss: 0.7824 - val_acc: 0.7000
Epoch 2594/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5745 - acc: 0.7486 - val_loss: 0.8024 - val_acc: 0.6944
Epoch 2595/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5712 - acc: 0.7347 - val_loss: 0.7854 - val_acc: 0.6944
Epoch 2596/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5678 - acc: 0.7583 - val_loss: 0.7909 - val_acc: 0.6944
Epoch 2597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5658 - acc: 0.7361 - val_loss: 0.7910 - val_acc: 0.7000
Epoch 2598/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5657 - acc: 0.7431 - val_loss: 0.7838 - val_acc: 0.6833
Epoch 2599/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5672 - acc: 0.7542 - val_loss: 0.7991 - val_acc: 0.7056
Epoch 2600/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5696 - acc: 0.7347 - val_loss: 0.7819 - val_acc: 0.7056
Epoch 2601/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5725 - acc: 0.7542 - val_loss: 0.8090 - val_acc: 0.7056
Epoch 2602/15000
720/720 [==============================] - 0s 9us/step - loss: 0.5756 - acc: 0.7292 - val_loss: 0.7821 - val_acc: 0.7056
Epoch 2603/15000
720/720 [==============================] - 0s 9us/step - loss: 0.5768 - acc: 0.7444 - val_loss: 0.8108 - val_acc: 0.7000
Epoch 2604/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5763 - acc: 0.7319 - val_loss: 0.7825 - val_acc: 0.7000
Epoch 2605/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5730 - acc: 0.7528 - val_loss: 0.7985 - val_acc: 0.7000
Epoch 2606/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5689 - acc: 0.7389 - val_loss: 0.7860 - val_acc: 0.6944
Epoch 2607/15000
720/720 [==============================] - 0s 29us/step - loss: 0.5663 - acc: 0.7458 - val_loss: 0.7868 - val_acc: 0.6889
Epoch 2608/15000
720/720 [==============================] - 0s 3us/step - loss: 0.5656 - acc: 0.7597 - val_loss: 0.7935 - val_acc: 0.7000
Epoch 2609/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5668 - acc: 0.7417 - val_loss: 0.7825 - val_acc: 0.7000
Epoch 2610/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5685 - acc: 0.7583 - val_loss: 0.8019 - val_acc: 0.6944
Epoch 2611/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5708 - acc: 0.7361 - val_loss: 0.7832 - val_acc: 0.7000
Epoch 2612/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5721 - acc: 0.7514 - val_loss: 0.8091 - val_acc: 0.7056
Epoch 2613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5735 - acc: 0.7306 - val_loss: 0.7836 - val_acc: 0.6944
Epoch 2614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5739 - acc: 0.7472 - val_loss: 0.8079 - val_acc: 0.6944
Epoch 2615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5731 - acc: 0.7347 - val_loss: 0.7866 - val_acc: 0.7000
Epoch 2616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5720 - acc: 0.7472 - val_loss: 0.7988 - val_acc: 0.6944
Epoch 2617/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5705 - acc: 0.7528 - val_loss: 0.7931 - val_acc: 0.6944
Epoch 2618/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5706 - acc: 0.7347 - val_loss: 0.7903 - val_acc: 0.7000
Epoch 2619/15000
720/720 [==============================] - 0s 3us/step - loss: 0.5691 - acc: 0.7569 - val_loss: 0.7952 - val_acc: 0.7000
Epoch 2620/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5684 - acc: 0.7389 - val_loss: 0.7849 - val_acc: 0.6833
Epoch 2621/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5662 - acc: 0.7556 - val_loss: 0.7946 - val_acc: 0.7000
Epoch 2622/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5652 - acc: 0.7333 - val_loss: 0.7852 - val_acc: 0.6889
Epoch 2623/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5653 - acc: 0.7528 - val_loss: 0.7978 - val_acc: 0.7000
Epoch 2624/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5668 - acc: 0.7417 - val_loss: 0.7872 - val_acc: 0.6944
Epoch 2625/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5697 - acc: 0.7403 - val_loss: 0.8037 - val_acc: 0.6944
Epoch 2626/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5717 - acc: 0.7444 - val_loss: 0.7877 - val_acc: 0.7000
Epoch 2627/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5729 - acc: 0.7417 - val_loss: 0.8039 - val_acc: 0.6944
Epoch 2628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5713 - acc: 0.7444 - val_loss: 0.7847 - val_acc: 0.7000
Epoch 2629/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5698 - acc: 0.7514 - val_loss: 0.7995 - val_acc: 0.7000
Epoch 2630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5676 - acc: 0.7375 - val_loss: 0.7824 - val_acc: 0.7000
Epoch 2631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5661 - acc: 0.7569 - val_loss: 0.7966 - val_acc: 0.7056
Epoch 2632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5653 - acc: 0.7375 - val_loss: 0.7835 - val_acc: 0.6778
Epoch 2633/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5647 - acc: 0.7528 - val_loss: 0.7950 - val_acc: 0.7056
Epoch 2634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5642 - acc: 0.7375 - val_loss: 0.7866 - val_acc: 0.6944
Epoch 2635/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5629 - acc: 0.7583 - val_loss: 0.7907 - val_acc: 0.6944
Epoch 2636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5620 - acc: 0.7417 - val_loss: 0.7914 - val_acc: 0.6944
Epoch 2637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5618 - acc: 0.7444 - val_loss: 0.7877 - val_acc: 0.6944
Epoch 2638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5622 - acc: 0.7556 - val_loss: 0.7955 - val_acc: 0.7000
Epoch 2639/15000
720/720 [==============================] - 0s 6us/step - loss: 0.5628 - acc: 0.7444 - val_loss: 0.7853 - val_acc: 0.6889
Epoch 2640/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5632 - acc: 0.7556 - val_loss: 0.7969 - val_acc: 0.7056
Epoch 2641/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5636 - acc: 0.7389 - val_loss: 0.7837 - val_acc: 0.6833
Epoch 2642/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5641 - acc: 0.7556 - val_loss: 0.7989 - val_acc: 0.7056
Epoch 2643/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5650 - acc: 0.7389 - val_loss: 0.7827 - val_acc: 0.6889
Epoch 2644/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5666 - acc: 0.7569 - val_loss: 0.8041 - val_acc: 0.7000
Epoch 2645/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5686 - acc: 0.7333 - val_loss: 0.7837 - val_acc: 0.6944
Epoch 2646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5708 - acc: 0.7500 - val_loss: 0.8086 - val_acc: 0.7000
Epoch 2647/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5717 - acc: 0.7319 - val_loss: 0.7846 - val_acc: 0.6944
Epoch 2648/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5718 - acc: 0.7472 - val_loss: 0.8069 - val_acc: 0.6944
Epoch 2649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5699 - acc: 0.7389 - val_loss: 0.7846 - val_acc: 0.6944
Epoch 2650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5675 - acc: 0.7611 - val_loss: 0.8002 - val_acc: 0.7056
Epoch 2651/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5646 - acc: 0.7375 - val_loss: 0.7848 - val_acc: 0.6889
Epoch 2652/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5624 - acc: 0.7569 - val_loss: 0.7937 - val_acc: 0.7000
Epoch 2653/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5611 - acc: 0.7431 - val_loss: 0.7874 - val_acc: 0.6944
Epoch 2654/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5606 - acc: 0.7583 - val_loss: 0.7893 - val_acc: 0.6889
Epoch 2655/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5605 - acc: 0.7458 - val_loss: 0.7921 - val_acc: 0.7000
Epoch 2656/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5607 - acc: 0.7472 - val_loss: 0.7862 - val_acc: 0.6889
Epoch 2657/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5613 - acc: 0.7514 - val_loss: 0.7981 - val_acc: 0.7056
Epoch 2658/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5623 - acc: 0.7403 - val_loss: 0.7841 - val_acc: 0.6889
Epoch 2659/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5637 - acc: 0.7556 - val_loss: 0.8042 - val_acc: 0.7056
Epoch 2660/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5654 - acc: 0.7361 - val_loss: 0.7838 - val_acc: 0.6944
Epoch 2661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5672 - acc: 0.7500 - val_loss: 0.8097 - val_acc: 0.7056
Epoch 2662/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5689 - acc: 0.7333 - val_loss: 0.7843 - val_acc: 0.6944
Epoch 2663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5701 - acc: 0.7528 - val_loss: 0.8112 - val_acc: 0.7000
Epoch 2664/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5698 - acc: 0.7333 - val_loss: 0.7840 - val_acc: 0.6944
Epoch 2665/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5683 - acc: 0.7514 - val_loss: 0.8054 - val_acc: 0.7056
Epoch 2666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5656 - acc: 0.7389 - val_loss: 0.7847 - val_acc: 0.6944
Epoch 2667/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5629 - acc: 0.7625 - val_loss: 0.7968 - val_acc: 0.7056
Epoch 2668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5607 - acc: 0.7444 - val_loss: 0.7884 - val_acc: 0.6944
Epoch 2669/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5594 - acc: 0.7500 - val_loss: 0.7901 - val_acc: 0.6944
Epoch 2670/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5590 - acc: 0.7528 - val_loss: 0.7936 - val_acc: 0.7000
Epoch 2671/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5592 - acc: 0.7458 - val_loss: 0.7866 - val_acc: 0.6889
Epoch 2672/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5598 - acc: 0.7597 - val_loss: 0.7991 - val_acc: 0.7111
Epoch 2673/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5608 - acc: 0.7431 - val_loss: 0.7850 - val_acc: 0.6833
Epoch 2674/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5621 - acc: 0.7556 - val_loss: 0.8050 - val_acc: 0.7111
Epoch 2675/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5637 - acc: 0.7403 - val_loss: 0.7847 - val_acc: 0.6944
Epoch 2676/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5655 - acc: 0.7528 - val_loss: 0.8097 - val_acc: 0.7056
Epoch 2677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5670 - acc: 0.7375 - val_loss: 0.7848 - val_acc: 0.7000
Epoch 2678/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5679 - acc: 0.7500 - val_loss: 0.8094 - val_acc: 0.7000
Epoch 2679/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5674 - acc: 0.7389 - val_loss: 0.7851 - val_acc: 0.7000
Epoch 2680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5661 - acc: 0.7569 - val_loss: 0.8032 - val_acc: 0.6944
Epoch 2681/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5636 - acc: 0.7403 - val_loss: 0.7864 - val_acc: 0.6944
Epoch 2682/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5615 - acc: 0.7583 - val_loss: 0.7957 - val_acc: 0.7000
Epoch 2683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5596 - acc: 0.7500 - val_loss: 0.7892 - val_acc: 0.6889
Epoch 2684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5584 - acc: 0.7472 - val_loss: 0.7906 - val_acc: 0.6944
Epoch 2685/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5579 - acc: 0.7514 - val_loss: 0.7934 - val_acc: 0.6944
Epoch 2686/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5578 - acc: 0.7458 - val_loss: 0.7881 - val_acc: 0.6833
Epoch 2687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5581 - acc: 0.7597 - val_loss: 0.7987 - val_acc: 0.7056
Epoch 2688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5588 - acc: 0.7444 - val_loss: 0.7866 - val_acc: 0.6889
Epoch 2689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5597 - acc: 0.7569 - val_loss: 0.8045 - val_acc: 0.7056
Epoch 2690/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5612 - acc: 0.7389 - val_loss: 0.7855 - val_acc: 0.6944
Epoch 2691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5629 - acc: 0.7542 - val_loss: 0.8097 - val_acc: 0.7000
Epoch 2692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5649 - acc: 0.7389 - val_loss: 0.7852 - val_acc: 0.7000
Epoch 2693/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5666 - acc: 0.7514 - val_loss: 0.8123 - val_acc: 0.7056
Epoch 2694/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5673 - acc: 0.7361 - val_loss: 0.7855 - val_acc: 0.6944
Epoch 2695/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5671 - acc: 0.7528 - val_loss: 0.8092 - val_acc: 0.6944
Epoch 2696/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5651 - acc: 0.7347 - val_loss: 0.7856 - val_acc: 0.6944
Epoch 2697/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5628 - acc: 0.7597 - val_loss: 0.8016 - val_acc: 0.7000
Epoch 2698/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5600 - acc: 0.7458 - val_loss: 0.7876 - val_acc: 0.6889
Epoch 2699/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5579 - acc: 0.7597 - val_loss: 0.7947 - val_acc: 0.7000
Epoch 2700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5567 - acc: 0.7528 - val_loss: 0.7920 - val_acc: 0.6944
Epoch 2701/15000
720/720 [==============================] - 0s 2us/step - loss: 0.5562 - acc: 0.7542 - val_loss: 0.7902 - val_acc: 0.6944
Epoch 2702/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5562 - acc: 0.7597 - val_loss: 0.7972 - val_acc: 0.7000
Epoch 2703/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5567 - acc: 0.7458 - val_loss: 0.7874 - val_acc: 0.6889
Epoch 2704/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5577 - acc: 0.7611 - val_loss: 0.8035 - val_acc: 0.7111
Epoch 2705/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5591 - acc: 0.7389 - val_loss: 0.7859 - val_acc: 0.6889
Epoch 2706/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5608 - acc: 0.7569 - val_loss: 0.8103 - val_acc: 0.7111
Epoch 2707/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5629 - acc: 0.7417 - val_loss: 0.7857 - val_acc: 0.6944
Epoch 2708/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5648 - acc: 0.7542 - val_loss: 0.8154 - val_acc: 0.7000
Epoch 2709/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5663 - acc: 0.7319 - val_loss: 0.7864 - val_acc: 0.6833
Epoch 2710/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5664 - acc: 0.7514 - val_loss: 0.8144 - val_acc: 0.7056
Epoch 2711/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5651 - acc: 0.7375 - val_loss: 0.7870 - val_acc: 0.6889
Epoch 2712/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5624 - acc: 0.7556 - val_loss: 0.8066 - val_acc: 0.7111
Epoch 2713/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5595 - acc: 0.7417 - val_loss: 0.7890 - val_acc: 0.6889
Epoch 2714/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5570 - acc: 0.7583 - val_loss: 0.7977 - val_acc: 0.7056
Epoch 2715/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5556 - acc: 0.7431 - val_loss: 0.7930 - val_acc: 0.6944
Epoch 2716/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5551 - acc: 0.7597 - val_loss: 0.7914 - val_acc: 0.6889
Epoch 2717/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5554 - acc: 0.7556 - val_loss: 0.7986 - val_acc: 0.7000
Epoch 2718/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5563 - acc: 0.7514 - val_loss: 0.7880 - val_acc: 0.6889
Epoch 2719/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5578 - acc: 0.7583 - val_loss: 0.8057 - val_acc: 0.7000
Epoch 2720/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5597 - acc: 0.7458 - val_loss: 0.7870 - val_acc: 0.7000
Epoch 2721/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5620 - acc: 0.7597 - val_loss: 0.8120 - val_acc: 0.7000
Epoch 2722/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5640 - acc: 0.7417 - val_loss: 0.7877 - val_acc: 0.7056
Epoch 2723/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5655 - acc: 0.7528 - val_loss: 0.8127 - val_acc: 0.6944
Epoch 2724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5651 - acc: 0.7472 - val_loss: 0.7890 - val_acc: 0.7000
Epoch 2725/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5642 - acc: 0.7542 - val_loss: 0.8063 - val_acc: 0.6944
Epoch 2726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5616 - acc: 0.7514 - val_loss: 0.7916 - val_acc: 0.7000
Epoch 2727/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5599 - acc: 0.7431 - val_loss: 0.7986 - val_acc: 0.6889
Epoch 2728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5584 - acc: 0.7583 - val_loss: 0.7982 - val_acc: 0.6944
Epoch 2729/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5588 - acc: 0.7403 - val_loss: 0.7951 - val_acc: 0.6889
Epoch 2730/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5592 - acc: 0.7583 - val_loss: 0.8093 - val_acc: 0.6944
Epoch 2731/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5616 - acc: 0.7472 - val_loss: 0.7946 - val_acc: 0.6889
Epoch 2732/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5620 - acc: 0.7556 - val_loss: 0.8193 - val_acc: 0.7000
Epoch 2733/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5643 - acc: 0.7444 - val_loss: 0.7927 - val_acc: 0.6722
Epoch 2734/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5628 - acc: 0.7444 - val_loss: 0.8189 - val_acc: 0.7056
Epoch 2735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5624 - acc: 0.7361 - val_loss: 0.7904 - val_acc: 0.6944
Epoch 2736/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5609 - acc: 0.7514 - val_loss: 0.8123 - val_acc: 0.7000
Epoch 2737/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5604 - acc: 0.7458 - val_loss: 0.7940 - val_acc: 0.7056
Epoch 2738/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5615 - acc: 0.7528 - val_loss: 0.8067 - val_acc: 0.6889
Epoch 2739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5616 - acc: 0.7583 - val_loss: 0.7974 - val_acc: 0.7000
Epoch 2740/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5620 - acc: 0.7403 - val_loss: 0.7990 - val_acc: 0.6944
Epoch 2741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5586 - acc: 0.7597 - val_loss: 0.7944 - val_acc: 0.6944
Epoch 2742/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5556 - acc: 0.7431 - val_loss: 0.7944 - val_acc: 0.6889
Epoch 2743/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5531 - acc: 0.7556 - val_loss: 0.7947 - val_acc: 0.6889
Epoch 2744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5526 - acc: 0.7611 - val_loss: 0.7963 - val_acc: 0.6944
Epoch 2745/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5536 - acc: 0.7500 - val_loss: 0.7991 - val_acc: 0.7000
Epoch 2746/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5548 - acc: 0.7611 - val_loss: 0.7959 - val_acc: 0.6944
Epoch 2747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5557 - acc: 0.7472 - val_loss: 0.8025 - val_acc: 0.6944
Epoch 2748/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5554 - acc: 0.7556 - val_loss: 0.7906 - val_acc: 0.6889
Epoch 2749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5551 - acc: 0.7569 - val_loss: 0.8067 - val_acc: 0.7111
Epoch 2750/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5559 - acc: 0.7458 - val_loss: 0.7877 - val_acc: 0.6889
Epoch 2751/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5580 - acc: 0.7611 - val_loss: 0.8154 - val_acc: 0.7056
Epoch 2752/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5613 - acc: 0.7361 - val_loss: 0.7887 - val_acc: 0.6889
Epoch 2753/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5637 - acc: 0.7500 - val_loss: 0.8224 - val_acc: 0.7056
Epoch 2754/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5654 - acc: 0.7333 - val_loss: 0.7899 - val_acc: 0.6833
Epoch 2755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5646 - acc: 0.7486 - val_loss: 0.8185 - val_acc: 0.7056
Epoch 2756/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5621 - acc: 0.7431 - val_loss: 0.7927 - val_acc: 0.6944
Epoch 2757/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5593 - acc: 0.7542 - val_loss: 0.8068 - val_acc: 0.6889
Epoch 2758/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5563 - acc: 0.7514 - val_loss: 0.7969 - val_acc: 0.6944
Epoch 2759/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5541 - acc: 0.7472 - val_loss: 0.7950 - val_acc: 0.7000
Epoch 2760/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5522 - acc: 0.7597 - val_loss: 0.7991 - val_acc: 0.7056
Epoch 2761/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5518 - acc: 0.7542 - val_loss: 0.7893 - val_acc: 0.6889
Epoch 2762/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5531 - acc: 0.7556 - val_loss: 0.8053 - val_acc: 0.7000
Epoch 2763/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5556 - acc: 0.7472 - val_loss: 0.7898 - val_acc: 0.7000
Epoch 2764/15000
720/720 [==============================] - 0s 3us/step - loss: 0.5585 - acc: 0.7556 - val_loss: 0.8132 - val_acc: 0.7000
Epoch 2765/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5602 - acc: 0.7458 - val_loss: 0.7893 - val_acc: 0.7000
Epoch 2766/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5610 - acc: 0.7514 - val_loss: 0.8155 - val_acc: 0.7056
Epoch 2767/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5599 - acc: 0.7444 - val_loss: 0.7884 - val_acc: 0.6944
Epoch 2768/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5580 - acc: 0.7583 - val_loss: 0.8099 - val_acc: 0.7167
Epoch 2769/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5555 - acc: 0.7389 - val_loss: 0.7904 - val_acc: 0.6889
Epoch 2770/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5531 - acc: 0.7639 - val_loss: 0.8012 - val_acc: 0.7056
Epoch 2771/15000
720/720 [==============================] - 0s 29us/step - loss: 0.5513 - acc: 0.7486 - val_loss: 0.7950 - val_acc: 0.6944
Epoch 2772/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5503 - acc: 0.7611 - val_loss: 0.7936 - val_acc: 0.6889
Epoch 2773/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5502 - acc: 0.7583 - val_loss: 0.8012 - val_acc: 0.7000
Epoch 2774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5511 - acc: 0.7542 - val_loss: 0.7900 - val_acc: 0.6833
Epoch 2775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5526 - acc: 0.7583 - val_loss: 0.8102 - val_acc: 0.7056
Epoch 2776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5547 - acc: 0.7458 - val_loss: 0.7897 - val_acc: 0.6889
Epoch 2777/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5567 - acc: 0.7514 - val_loss: 0.8182 - val_acc: 0.7056
Epoch 2778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5586 - acc: 0.7417 - val_loss: 0.7904 - val_acc: 0.6833
Epoch 2779/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5590 - acc: 0.7528 - val_loss: 0.8169 - val_acc: 0.7111
Epoch 2780/15000
720/720 [==============================] - 0s 6us/step - loss: 0.5580 - acc: 0.7458 - val_loss: 0.7913 - val_acc: 0.7056
Epoch 2781/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5560 - acc: 0.7611 - val_loss: 0.8074 - val_acc: 0.6944
Epoch 2782/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5534 - acc: 0.7528 - val_loss: 0.7930 - val_acc: 0.6944
Epoch 2783/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5513 - acc: 0.7583 - val_loss: 0.7974 - val_acc: 0.7000
Epoch 2784/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5497 - acc: 0.7611 - val_loss: 0.7956 - val_acc: 0.6944
Epoch 2785/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5490 - acc: 0.7542 - val_loss: 0.7924 - val_acc: 0.6889
Epoch 2786/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5492 - acc: 0.7625 - val_loss: 0.8014 - val_acc: 0.7000
Epoch 2787/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5501 - acc: 0.7556 - val_loss: 0.7914 - val_acc: 0.6944
Epoch 2788/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5515 - acc: 0.7597 - val_loss: 0.8099 - val_acc: 0.6944
Epoch 2789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5533 - acc: 0.7514 - val_loss: 0.7910 - val_acc: 0.6944
Epoch 2790/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5554 - acc: 0.7542 - val_loss: 0.8171 - val_acc: 0.7000
Epoch 2791/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5573 - acc: 0.7458 - val_loss: 0.7897 - val_acc: 0.6944
Epoch 2792/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5582 - acc: 0.7542 - val_loss: 0.8177 - val_acc: 0.7056
Epoch 2793/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5579 - acc: 0.7500 - val_loss: 0.7897 - val_acc: 0.6833
Epoch 2794/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5563 - acc: 0.7556 - val_loss: 0.8121 - val_acc: 0.7111
Epoch 2795/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5540 - acc: 0.7500 - val_loss: 0.7916 - val_acc: 0.6833
Epoch 2796/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5516 - acc: 0.7625 - val_loss: 0.8043 - val_acc: 0.7056
Epoch 2797/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5495 - acc: 0.7542 - val_loss: 0.7946 - val_acc: 0.6889
Epoch 2798/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5483 - acc: 0.7639 - val_loss: 0.7979 - val_acc: 0.6889
Epoch 2799/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5478 - acc: 0.7542 - val_loss: 0.7994 - val_acc: 0.6944
Epoch 2800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5479 - acc: 0.7597 - val_loss: 0.7945 - val_acc: 0.6889
Epoch 2801/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5484 - acc: 0.7667 - val_loss: 0.8059 - val_acc: 0.7000
Epoch 2802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5492 - acc: 0.7542 - val_loss: 0.7923 - val_acc: 0.6889
Epoch 2803/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5505 - acc: 0.7653 - val_loss: 0.8128 - val_acc: 0.7111
Epoch 2804/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5523 - acc: 0.7472 - val_loss: 0.7904 - val_acc: 0.6778
Epoch 2805/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5539 - acc: 0.7583 - val_loss: 0.8177 - val_acc: 0.7056
Epoch 2806/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5557 - acc: 0.7472 - val_loss: 0.7899 - val_acc: 0.6944
Epoch 2807/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5565 - acc: 0.7528 - val_loss: 0.8190 - val_acc: 0.7056
Epoch 2808/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5567 - acc: 0.7472 - val_loss: 0.7912 - val_acc: 0.6722
Epoch 2809/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5557 - acc: 0.7542 - val_loss: 0.8150 - val_acc: 0.7000
Epoch 2810/15000
720/720 [==============================] - 0s 5us/step - loss: 0.5537 - acc: 0.7486 - val_loss: 0.7923 - val_acc: 0.6944
Epoch 2811/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5514 - acc: 0.7583 - val_loss: 0.8075 - val_acc: 0.7056
Epoch 2812/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5492 - acc: 0.7542 - val_loss: 0.7947 - val_acc: 0.6889
Epoch 2813/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5477 - acc: 0.7653 - val_loss: 0.8014 - val_acc: 0.6944
Epoch 2814/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5469 - acc: 0.7514 - val_loss: 0.7986 - val_acc: 0.6944
Epoch 2815/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5465 - acc: 0.7611 - val_loss: 0.7971 - val_acc: 0.6889
Epoch 2816/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5465 - acc: 0.7597 - val_loss: 0.8026 - val_acc: 0.7000
Epoch 2817/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5467 - acc: 0.7583 - val_loss: 0.7939 - val_acc: 0.6889
Epoch 2818/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5473 - acc: 0.7625 - val_loss: 0.8073 - val_acc: 0.7111
Epoch 2819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5482 - acc: 0.7542 - val_loss: 0.7920 - val_acc: 0.6833
Epoch 2820/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5493 - acc: 0.7597 - val_loss: 0.8127 - val_acc: 0.7056
Epoch 2821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5508 - acc: 0.7472 - val_loss: 0.7912 - val_acc: 0.7000
Epoch 2822/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5525 - acc: 0.7597 - val_loss: 0.8185 - val_acc: 0.7000
Epoch 2823/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5545 - acc: 0.7500 - val_loss: 0.7915 - val_acc: 0.6833
Epoch 2824/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5562 - acc: 0.7514 - val_loss: 0.8225 - val_acc: 0.7056
Epoch 2825/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5570 - acc: 0.7458 - val_loss: 0.7919 - val_acc: 0.6833
Epoch 2826/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5568 - acc: 0.7556 - val_loss: 0.8208 - val_acc: 0.7056
Epoch 2827/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5550 - acc: 0.7472 - val_loss: 0.7927 - val_acc: 0.6944
Epoch 2828/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5523 - acc: 0.7611 - val_loss: 0.8130 - val_acc: 0.7056
Epoch 2829/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5494 - acc: 0.7528 - val_loss: 0.7950 - val_acc: 0.6889
Epoch 2830/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5470 - acc: 0.7625 - val_loss: 0.8038 - val_acc: 0.7000
Epoch 2831/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5455 - acc: 0.7569 - val_loss: 0.7994 - val_acc: 0.6889
Epoch 2832/15000
720/720 [==============================] - 0s 28us/step - loss: 0.5449 - acc: 0.7625 - val_loss: 0.7973 - val_acc: 0.6889
Epoch 2833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5451 - acc: 0.7611 - val_loss: 0.8049 - val_acc: 0.7056
Epoch 2834/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5459 - acc: 0.7514 - val_loss: 0.7939 - val_acc: 0.6889
Epoch 2835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5470 - acc: 0.7611 - val_loss: 0.8116 - val_acc: 0.7056
Epoch 2836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5486 - acc: 0.7514 - val_loss: 0.7924 - val_acc: 0.6944
Epoch 2837/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5504 - acc: 0.7583 - val_loss: 0.8185 - val_acc: 0.7000
Epoch 2838/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5522 - acc: 0.7500 - val_loss: 0.7920 - val_acc: 0.6944
Epoch 2839/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5537 - acc: 0.7556 - val_loss: 0.8221 - val_acc: 0.7056
Epoch 2840/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5544 - acc: 0.7472 - val_loss: 0.7923 - val_acc: 0.6833
Epoch 2841/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5539 - acc: 0.7542 - val_loss: 0.8196 - val_acc: 0.7056
Epoch 2842/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5522 - acc: 0.7486 - val_loss: 0.7935 - val_acc: 0.6833
Epoch 2843/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5499 - acc: 0.7597 - val_loss: 0.8127 - val_acc: 0.7111
Epoch 2844/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5476 - acc: 0.7542 - val_loss: 0.7960 - val_acc: 0.6833
Epoch 2845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5458 - acc: 0.7625 - val_loss: 0.8061 - val_acc: 0.7000
Epoch 2846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5448 - acc: 0.7569 - val_loss: 0.7999 - val_acc: 0.6944
Epoch 2847/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5444 - acc: 0.7639 - val_loss: 0.8020 - val_acc: 0.6944
Epoch 2848/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5446 - acc: 0.7514 - val_loss: 0.8046 - val_acc: 0.6944
Epoch 2849/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5451 - acc: 0.7597 - val_loss: 0.7996 - val_acc: 0.6944
Epoch 2850/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5461 - acc: 0.7569 - val_loss: 0.8097 - val_acc: 0.6889
Epoch 2851/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5472 - acc: 0.7569 - val_loss: 0.7980 - val_acc: 0.6944
Epoch 2852/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5489 - acc: 0.7625 - val_loss: 0.8147 - val_acc: 0.6889
Epoch 2853/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5504 - acc: 0.7556 - val_loss: 0.7971 - val_acc: 0.7000
Epoch 2854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5524 - acc: 0.7542 - val_loss: 0.8186 - val_acc: 0.6778
Epoch 2855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5532 - acc: 0.7528 - val_loss: 0.7966 - val_acc: 0.7056
Epoch 2856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5542 - acc: 0.7597 - val_loss: 0.8195 - val_acc: 0.6833
Epoch 2857/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5534 - acc: 0.7528 - val_loss: 0.7957 - val_acc: 0.7000
Epoch 2858/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5523 - acc: 0.7583 - val_loss: 0.8169 - val_acc: 0.6833
Epoch 2859/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5500 - acc: 0.7528 - val_loss: 0.7948 - val_acc: 0.6944
Epoch 2860/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5479 - acc: 0.7569 - val_loss: 0.8139 - val_acc: 0.7056
Epoch 2861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5463 - acc: 0.7528 - val_loss: 0.7962 - val_acc: 0.6833
Epoch 2862/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5454 - acc: 0.7597 - val_loss: 0.8135 - val_acc: 0.7111
Epoch 2863/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5457 - acc: 0.7514 - val_loss: 0.7996 - val_acc: 0.6833
Epoch 2864/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5461 - acc: 0.7583 - val_loss: 0.8151 - val_acc: 0.7056
Epoch 2865/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5475 - acc: 0.7486 - val_loss: 0.8027 - val_acc: 0.6889
Epoch 2866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5473 - acc: 0.7569 - val_loss: 0.8155 - val_acc: 0.7056
Epoch 2867/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5477 - acc: 0.7486 - val_loss: 0.8032 - val_acc: 0.6889
Epoch 2868/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5460 - acc: 0.7639 - val_loss: 0.8121 - val_acc: 0.6944
Epoch 2869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5446 - acc: 0.7542 - val_loss: 0.8012 - val_acc: 0.6833
Epoch 2870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5430 - acc: 0.7653 - val_loss: 0.8082 - val_acc: 0.7000
Epoch 2871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5423 - acc: 0.7556 - val_loss: 0.7995 - val_acc: 0.6944
Epoch 2872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5426 - acc: 0.7625 - val_loss: 0.8079 - val_acc: 0.6944
Epoch 2873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5434 - acc: 0.7486 - val_loss: 0.7989 - val_acc: 0.6944
Epoch 2874/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5446 - acc: 0.7597 - val_loss: 0.8110 - val_acc: 0.6833
Epoch 2875/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5453 - acc: 0.7528 - val_loss: 0.7975 - val_acc: 0.6944
Epoch 2876/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5462 - acc: 0.7625 - val_loss: 0.8165 - val_acc: 0.6833
Epoch 2877/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5471 - acc: 0.7528 - val_loss: 0.7954 - val_acc: 0.7000
Epoch 2878/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5490 - acc: 0.7597 - val_loss: 0.8273 - val_acc: 0.7056
Epoch 2879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5524 - acc: 0.7486 - val_loss: 0.7963 - val_acc: 0.6889
Epoch 2880/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5568 - acc: 0.7486 - val_loss: 0.8420 - val_acc: 0.7000
Epoch 2881/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5619 - acc: 0.7361 - val_loss: 0.7999 - val_acc: 0.6833
Epoch 2882/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5619 - acc: 0.7417 - val_loss: 0.8399 - val_acc: 0.7000
Epoch 2883/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5582 - acc: 0.7319 - val_loss: 0.8007 - val_acc: 0.6722
Epoch 2884/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5496 - acc: 0.7528 - val_loss: 0.8161 - val_acc: 0.7111
Epoch 2885/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5428 - acc: 0.7542 - val_loss: 0.8093 - val_acc: 0.7000
Epoch 2886/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5413 - acc: 0.7569 - val_loss: 0.8000 - val_acc: 0.7000
Epoch 2887/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5443 - acc: 0.7625 - val_loss: 0.8238 - val_acc: 0.7111
Epoch 2888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5497 - acc: 0.7431 - val_loss: 0.7963 - val_acc: 0.6833
Epoch 2889/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5537 - acc: 0.7472 - val_loss: 0.8336 - val_acc: 0.7000
Epoch 2890/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5564 - acc: 0.7417 - val_loss: 0.7977 - val_acc: 0.6833
Epoch 2891/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5545 - acc: 0.7500 - val_loss: 0.8280 - val_acc: 0.7000
Epoch 2892/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5503 - acc: 0.7514 - val_loss: 0.8031 - val_acc: 0.7000
Epoch 2893/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5465 - acc: 0.7625 - val_loss: 0.8119 - val_acc: 0.6889
Epoch 2894/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5443 - acc: 0.7625 - val_loss: 0.8121 - val_acc: 0.7056
Epoch 2895/15000
720/720 [==============================] - 0s 17us/step - loss: 0.5442 - acc: 0.7583 - val_loss: 0.7989 - val_acc: 0.6889
Epoch 2896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5438 - acc: 0.7583 - val_loss: 0.8157 - val_acc: 0.7111
Epoch 2897/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5448 - acc: 0.7542 - val_loss: 0.7943 - val_acc: 0.6889
Epoch 2898/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5462 - acc: 0.7583 - val_loss: 0.8211 - val_acc: 0.6833
Epoch 2899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5485 - acc: 0.7500 - val_loss: 0.7987 - val_acc: 0.7111
Epoch 2900/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5504 - acc: 0.7597 - val_loss: 0.8240 - val_acc: 0.6833
Epoch 2901/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5499 - acc: 0.7542 - val_loss: 0.8009 - val_acc: 0.7056
Epoch 2902/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5481 - acc: 0.7597 - val_loss: 0.8179 - val_acc: 0.6833
Epoch 2903/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5445 - acc: 0.7542 - val_loss: 0.8006 - val_acc: 0.6889
Epoch 2904/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5414 - acc: 0.7667 - val_loss: 0.8087 - val_acc: 0.7000
Epoch 2905/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5396 - acc: 0.7611 - val_loss: 0.8047 - val_acc: 0.6889
Epoch 2906/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5395 - acc: 0.7597 - val_loss: 0.8036 - val_acc: 0.6944
Epoch 2907/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5404 - acc: 0.7569 - val_loss: 0.8109 - val_acc: 0.6833
Epoch 2908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5414 - acc: 0.7597 - val_loss: 0.7992 - val_acc: 0.6944
Epoch 2909/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5423 - acc: 0.7625 - val_loss: 0.8171 - val_acc: 0.6944
Epoch 2910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5432 - acc: 0.7528 - val_loss: 0.7969 - val_acc: 0.6833
Epoch 2911/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5445 - acc: 0.7583 - val_loss: 0.8241 - val_acc: 0.7056
Epoch 2912/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5461 - acc: 0.7514 - val_loss: 0.7973 - val_acc: 0.6833
Epoch 2913/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5463 - acc: 0.7458 - val_loss: 0.8251 - val_acc: 0.7056
Epoch 2914/15000
720/720 [==============================] - 0s 28us/step - loss: 0.5457 - acc: 0.7528 - val_loss: 0.7995 - val_acc: 0.6889
Epoch 2915/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5433 - acc: 0.7625 - val_loss: 0.8173 - val_acc: 0.7056
Epoch 2916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5409 - acc: 0.7556 - val_loss: 0.8035 - val_acc: 0.6944
Epoch 2917/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5392 - acc: 0.7625 - val_loss: 0.8076 - val_acc: 0.7000
Epoch 2918/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5385 - acc: 0.7625 - val_loss: 0.8073 - val_acc: 0.6944
Epoch 2919/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5385 - acc: 0.7556 - val_loss: 0.8007 - val_acc: 0.6833
Epoch 2920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5389 - acc: 0.7639 - val_loss: 0.8120 - val_acc: 0.7000
Epoch 2921/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5396 - acc: 0.7583 - val_loss: 0.7992 - val_acc: 0.6889
Epoch 2922/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5407 - acc: 0.7639 - val_loss: 0.8201 - val_acc: 0.7000
Epoch 2923/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5422 - acc: 0.7528 - val_loss: 0.8003 - val_acc: 0.6944
Epoch 2924/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5439 - acc: 0.7611 - val_loss: 0.8264 - val_acc: 0.7000
Epoch 2925/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5455 - acc: 0.7542 - val_loss: 0.7995 - val_acc: 0.7000
Epoch 2926/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5463 - acc: 0.7556 - val_loss: 0.8252 - val_acc: 0.7000
Epoch 2927/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5457 - acc: 0.7514 - val_loss: 0.7980 - val_acc: 0.6944
Epoch 2928/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5441 - acc: 0.7583 - val_loss: 0.8190 - val_acc: 0.7056
Epoch 2929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5419 - acc: 0.7542 - val_loss: 0.7996 - val_acc: 0.6944
Epoch 2930/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5399 - acc: 0.7653 - val_loss: 0.8130 - val_acc: 0.7000
Epoch 2931/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5384 - acc: 0.7583 - val_loss: 0.8032 - val_acc: 0.6778
Epoch 2932/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5375 - acc: 0.7611 - val_loss: 0.8086 - val_acc: 0.6944
Epoch 2933/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5371 - acc: 0.7611 - val_loss: 0.8074 - val_acc: 0.6833
Epoch 2934/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5370 - acc: 0.7611 - val_loss: 0.8055 - val_acc: 0.6944
Epoch 2935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5371 - acc: 0.7625 - val_loss: 0.8120 - val_acc: 0.6944
Epoch 2936/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5373 - acc: 0.7569 - val_loss: 0.8029 - val_acc: 0.6889
Epoch 2937/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5378 - acc: 0.7639 - val_loss: 0.8166 - val_acc: 0.7000
Epoch 2938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5386 - acc: 0.7556 - val_loss: 0.8002 - val_acc: 0.6944
Epoch 2939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5397 - acc: 0.7625 - val_loss: 0.8218 - val_acc: 0.7111
Epoch 2940/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5413 - acc: 0.7514 - val_loss: 0.7984 - val_acc: 0.6833
Epoch 2941/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5429 - acc: 0.7542 - val_loss: 0.8281 - val_acc: 0.7056
Epoch 2942/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5450 - acc: 0.7514 - val_loss: 0.7985 - val_acc: 0.6833
Epoch 2943/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5464 - acc: 0.7542 - val_loss: 0.8327 - val_acc: 0.7056
Epoch 2944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5476 - acc: 0.7528 - val_loss: 0.8001 - val_acc: 0.6889
Epoch 2945/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5471 - acc: 0.7528 - val_loss: 0.8305 - val_acc: 0.7000
Epoch 2946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5452 - acc: 0.7528 - val_loss: 0.8023 - val_acc: 0.6833
Epoch 2947/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5425 - acc: 0.7653 - val_loss: 0.8214 - val_acc: 0.6889
Epoch 2948/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5395 - acc: 0.7556 - val_loss: 0.8053 - val_acc: 0.6889
Epoch 2949/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5372 - acc: 0.7625 - val_loss: 0.8109 - val_acc: 0.6944
Epoch 2950/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5360 - acc: 0.7597 - val_loss: 0.8093 - val_acc: 0.7000
Epoch 2951/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5357 - acc: 0.7611 - val_loss: 0.8042 - val_acc: 0.6778
Epoch 2952/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5361 - acc: 0.7625 - val_loss: 0.8153 - val_acc: 0.7000
Epoch 2953/15000
720/720 [==============================] - 0s 7us/step - loss: 0.5371 - acc: 0.7583 - val_loss: 0.8014 - val_acc: 0.7000
Epoch 2954/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5384 - acc: 0.7667 - val_loss: 0.8230 - val_acc: 0.7000
Epoch 2955/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5401 - acc: 0.7514 - val_loss: 0.8003 - val_acc: 0.6889
Epoch 2956/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5420 - acc: 0.7597 - val_loss: 0.8296 - val_acc: 0.7000
Epoch 2957/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5440 - acc: 0.7472 - val_loss: 0.7998 - val_acc: 0.6944
Epoch 2958/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5449 - acc: 0.7542 - val_loss: 0.8306 - val_acc: 0.7000
Epoch 2959/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5447 - acc: 0.7500 - val_loss: 0.8002 - val_acc: 0.6889
Epoch 2960/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5430 - acc: 0.7625 - val_loss: 0.8247 - val_acc: 0.6889
Epoch 2961/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5406 - acc: 0.7528 - val_loss: 0.8024 - val_acc: 0.7056
Epoch 2962/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5383 - acc: 0.7639 - val_loss: 0.8168 - val_acc: 0.6944
Epoch 2963/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5364 - acc: 0.7569 - val_loss: 0.8058 - val_acc: 0.6833
Epoch 2964/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5351 - acc: 0.7639 - val_loss: 0.8106 - val_acc: 0.7000
Epoch 2965/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5344 - acc: 0.7625 - val_loss: 0.8103 - val_acc: 0.6889
Epoch 2966/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5343 - acc: 0.7625 - val_loss: 0.8073 - val_acc: 0.6889
Epoch 2967/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5347 - acc: 0.7597 - val_loss: 0.8156 - val_acc: 0.6944
Epoch 2968/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5352 - acc: 0.7597 - val_loss: 0.8049 - val_acc: 0.6944
Epoch 2969/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5360 - acc: 0.7639 - val_loss: 0.8209 - val_acc: 0.6944
Epoch 2970/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5371 - acc: 0.7542 - val_loss: 0.8022 - val_acc: 0.7000
Epoch 2971/15000
720/720 [==============================] - 0s 9us/step - loss: 0.5384 - acc: 0.7625 - val_loss: 0.8265 - val_acc: 0.7000
Epoch 2972/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5401 - acc: 0.7472 - val_loss: 0.8002 - val_acc: 0.6833
Epoch 2973/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5418 - acc: 0.7556 - val_loss: 0.8322 - val_acc: 0.7000
Epoch 2974/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5437 - acc: 0.7500 - val_loss: 0.8003 - val_acc: 0.6833
Epoch 2975/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5444 - acc: 0.7528 - val_loss: 0.8350 - val_acc: 0.7056
Epoch 2976/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5448 - acc: 0.7528 - val_loss: 0.8027 - val_acc: 0.6833
Epoch 2977/15000
720/720 [==============================] - 0s 20us/step - loss: 0.5434 - acc: 0.7514 - val_loss: 0.8321 - val_acc: 0.7056
Epoch 2978/15000
720/720 [==============================] - 0s 18us/step - loss: 0.5413 - acc: 0.7528 - val_loss: 0.8060 - val_acc: 0.6889
Epoch 2979/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5385 - acc: 0.7625 - val_loss: 0.8232 - val_acc: 0.7056
Epoch 2980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5360 - acc: 0.7556 - val_loss: 0.8093 - val_acc: 0.6778
Epoch 2981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5340 - acc: 0.7667 - val_loss: 0.8132 - val_acc: 0.6944
Epoch 2982/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5331 - acc: 0.7611 - val_loss: 0.8132 - val_acc: 0.6944
Epoch 2983/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5332 - acc: 0.7625 - val_loss: 0.8066 - val_acc: 0.6889
Epoch 2984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5339 - acc: 0.7639 - val_loss: 0.8190 - val_acc: 0.6944
Epoch 2985/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5350 - acc: 0.7583 - val_loss: 0.8033 - val_acc: 0.6944
Epoch 2986/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5365 - acc: 0.7681 - val_loss: 0.8268 - val_acc: 0.7000
Epoch 2987/15000
720/720 [==============================] - 0s 4us/step - loss: 0.5384 - acc: 0.7528 - val_loss: 0.8020 - val_acc: 0.6778
Epoch 2988/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5404 - acc: 0.7514 - val_loss: 0.8345 - val_acc: 0.7000
Epoch 2989/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5427 - acc: 0.7514 - val_loss: 0.8019 - val_acc: 0.6778
Epoch 2990/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5433 - acc: 0.7500 - val_loss: 0.8359 - val_acc: 0.7000
Epoch 2991/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5432 - acc: 0.7500 - val_loss: 0.8031 - val_acc: 0.6722
Epoch 2992/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5408 - acc: 0.7542 - val_loss: 0.8288 - val_acc: 0.7000
Epoch 2993/15000
720/720 [==============================] - 0s 20us/step - loss: 0.5380 - acc: 0.7569 - val_loss: 0.8060 - val_acc: 0.6889
Epoch 2994/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5354 - acc: 0.7625 - val_loss: 0.8187 - val_acc: 0.6944
Epoch 2995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5334 - acc: 0.7611 - val_loss: 0.8100 - val_acc: 0.6833
Epoch 2996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5324 - acc: 0.7583 - val_loss: 0.8108 - val_acc: 0.6889
Epoch 2997/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5321 - acc: 0.7611 - val_loss: 0.8155 - val_acc: 0.6944
Epoch 2998/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5324 - acc: 0.7583 - val_loss: 0.8072 - val_acc: 0.6833
Epoch 2999/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5332 - acc: 0.7667 - val_loss: 0.8228 - val_acc: 0.7000
Epoch 3000/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5344 - acc: 0.7611 - val_loss: 0.8059 - val_acc: 0.6889
Epoch 3001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5358 - acc: 0.7639 - val_loss: 0.8303 - val_acc: 0.7056
Epoch 3002/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5375 - acc: 0.7528 - val_loss: 0.8047 - val_acc: 0.6889
Epoch 3003/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5388 - acc: 0.7583 - val_loss: 0.8347 - val_acc: 0.7000
Epoch 3004/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5402 - acc: 0.7514 - val_loss: 0.8035 - val_acc: 0.6778
Epoch 3005/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5406 - acc: 0.7542 - val_loss: 0.8342 - val_acc: 0.7000
Epoch 3006/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5405 - acc: 0.7500 - val_loss: 0.8035 - val_acc: 0.6889
Epoch 3007/15000
720/720 [==============================] - 0s 16us/step - loss: 0.5393 - acc: 0.7611 - val_loss: 0.8291 - val_acc: 0.6944
Epoch 3008/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5378 - acc: 0.7542 - val_loss: 0.8061 - val_acc: 0.6944
Epoch 3009/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5363 - acc: 0.7653 - val_loss: 0.8232 - val_acc: 0.6889
Epoch 3010/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5350 - acc: 0.7625 - val_loss: 0.8108 - val_acc: 0.6889
Epoch 3011/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5344 - acc: 0.7597 - val_loss: 0.8185 - val_acc: 0.6778
Epoch 3012/15000
720/720 [==============================] - 0s 29us/step - loss: 0.5339 - acc: 0.7583 - val_loss: 0.8160 - val_acc: 0.6944
Epoch 3013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5341 - acc: 0.7611 - val_loss: 0.8157 - val_acc: 0.6944
Epoch 3014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5338 - acc: 0.7639 - val_loss: 0.8201 - val_acc: 0.6944
Epoch 3015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5341 - acc: 0.7597 - val_loss: 0.8138 - val_acc: 0.6889
Epoch 3016/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5335 - acc: 0.7639 - val_loss: 0.8218 - val_acc: 0.6944
Epoch 3017/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5332 - acc: 0.7611 - val_loss: 0.8115 - val_acc: 0.6889
Epoch 3018/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5322 - acc: 0.7639 - val_loss: 0.8215 - val_acc: 0.6944
Epoch 3019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5317 - acc: 0.7625 - val_loss: 0.8088 - val_acc: 0.6833
Epoch 3020/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5315 - acc: 0.7625 - val_loss: 0.8226 - val_acc: 0.6944
Epoch 3021/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5321 - acc: 0.7542 - val_loss: 0.8066 - val_acc: 0.6889
Epoch 3022/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5335 - acc: 0.7625 - val_loss: 0.8280 - val_acc: 0.6889
Epoch 3023/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5358 - acc: 0.7569 - val_loss: 0.8055 - val_acc: 0.7000
Epoch 3024/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5388 - acc: 0.7597 - val_loss: 0.8378 - val_acc: 0.6833
Epoch 3025/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5423 - acc: 0.7556 - val_loss: 0.8059 - val_acc: 0.6889
Epoch 3026/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5460 - acc: 0.7583 - val_loss: 0.8471 - val_acc: 0.6778
Epoch 3027/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5481 - acc: 0.7514 - val_loss: 0.8074 - val_acc: 0.6944
Epoch 3028/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5482 - acc: 0.7528 - val_loss: 0.8454 - val_acc: 0.6889
Epoch 3029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5448 - acc: 0.7486 - val_loss: 0.8093 - val_acc: 0.6833
Epoch 3030/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5398 - acc: 0.7611 - val_loss: 0.8309 - val_acc: 0.6889
Epoch 3031/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5343 - acc: 0.7556 - val_loss: 0.8137 - val_acc: 0.6889
Epoch 3032/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5307 - acc: 0.7639 - val_loss: 0.8155 - val_acc: 0.6889
Epoch 3033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5298 - acc: 0.7653 - val_loss: 0.8228 - val_acc: 0.6944
Epoch 3034/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5314 - acc: 0.7639 - val_loss: 0.8079 - val_acc: 0.7056
Epoch 3035/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5346 - acc: 0.7639 - val_loss: 0.8337 - val_acc: 0.6889
Epoch 3036/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5377 - acc: 0.7542 - val_loss: 0.8060 - val_acc: 0.6944
Epoch 3037/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5405 - acc: 0.7611 - val_loss: 0.8418 - val_acc: 0.6944
Epoch 3038/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5416 - acc: 0.7542 - val_loss: 0.8060 - val_acc: 0.6778
Epoch 3039/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5407 - acc: 0.7500 - val_loss: 0.8385 - val_acc: 0.7000
Epoch 3040/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5382 - acc: 0.7500 - val_loss: 0.8083 - val_acc: 0.6778
Epoch 3041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5340 - acc: 0.7556 - val_loss: 0.8248 - val_acc: 0.7000
Epoch 3042/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5308 - acc: 0.7569 - val_loss: 0.8156 - val_acc: 0.6944
Epoch 3043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5293 - acc: 0.7653 - val_loss: 0.8125 - val_acc: 0.6889
Epoch 3044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5298 - acc: 0.7639 - val_loss: 0.8245 - val_acc: 0.6944
Epoch 3045/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5316 - acc: 0.7583 - val_loss: 0.8056 - val_acc: 0.7000
Epoch 3046/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5341 - acc: 0.7611 - val_loss: 0.8334 - val_acc: 0.7000
Epoch 3047/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5367 - acc: 0.7528 - val_loss: 0.8051 - val_acc: 0.6833
Epoch 3048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5383 - acc: 0.7556 - val_loss: 0.8413 - val_acc: 0.6944
Epoch 3049/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5392 - acc: 0.7500 - val_loss: 0.8087 - val_acc: 0.6833
Epoch 3050/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5375 - acc: 0.7528 - val_loss: 0.8380 - val_acc: 0.7056
Epoch 3051/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5351 - acc: 0.7514 - val_loss: 0.8133 - val_acc: 0.6889
Epoch 3052/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5316 - acc: 0.7625 - val_loss: 0.8236 - val_acc: 0.7000
Epoch 3053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5292 - acc: 0.7625 - val_loss: 0.8190 - val_acc: 0.6944
Epoch 3054/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5284 - acc: 0.7597 - val_loss: 0.8106 - val_acc: 0.6833
Epoch 3055/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5293 - acc: 0.7625 - val_loss: 0.8267 - val_acc: 0.6889
Epoch 3056/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5313 - acc: 0.7597 - val_loss: 0.8059 - val_acc: 0.6889
Epoch 3057/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5338 - acc: 0.7625 - val_loss: 0.8370 - val_acc: 0.6944
Epoch 3058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5366 - acc: 0.7514 - val_loss: 0.8077 - val_acc: 0.6889
Epoch 3059/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5384 - acc: 0.7542 - val_loss: 0.8449 - val_acc: 0.6944
Epoch 3060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5393 - acc: 0.7514 - val_loss: 0.8110 - val_acc: 0.6778
Epoch 3061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5366 - acc: 0.7514 - val_loss: 0.8373 - val_acc: 0.7056
Epoch 3062/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5329 - acc: 0.7528 - val_loss: 0.8152 - val_acc: 0.6778
Epoch 3063/15000
720/720 [==============================] - 0s 26us/step - loss: 0.5289 - acc: 0.7653 - val_loss: 0.8208 - val_acc: 0.7000
Epoch 3064/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5270 - acc: 0.7625 - val_loss: 0.8228 - val_acc: 0.6944
Epoch 3065/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5275 - acc: 0.7639 - val_loss: 0.8094 - val_acc: 0.6944
Epoch 3066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5297 - acc: 0.7625 - val_loss: 0.8320 - val_acc: 0.7000
Epoch 3067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5329 - acc: 0.7528 - val_loss: 0.8065 - val_acc: 0.6944
Epoch 3068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5359 - acc: 0.7528 - val_loss: 0.8433 - val_acc: 0.6944
Epoch 3069/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5391 - acc: 0.7500 - val_loss: 0.8093 - val_acc: 0.6778
Epoch 3070/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5387 - acc: 0.7514 - val_loss: 0.8443 - val_acc: 0.7000
Epoch 3071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5365 - acc: 0.7514 - val_loss: 0.8135 - val_acc: 0.6833
Epoch 3072/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5317 - acc: 0.7597 - val_loss: 0.8291 - val_acc: 0.7000
Epoch 3073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5280 - acc: 0.7569 - val_loss: 0.8211 - val_acc: 0.7000
Epoch 3074/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5268 - acc: 0.7639 - val_loss: 0.8143 - val_acc: 0.6889
Epoch 3075/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5280 - acc: 0.7625 - val_loss: 0.8296 - val_acc: 0.7000
Epoch 3076/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5309 - acc: 0.7556 - val_loss: 0.8080 - val_acc: 0.6889
Epoch 3077/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5332 - acc: 0.7556 - val_loss: 0.8389 - val_acc: 0.7056
Epoch 3078/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5358 - acc: 0.7528 - val_loss: 0.8095 - val_acc: 0.6889
Epoch 3079/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5358 - acc: 0.7542 - val_loss: 0.8427 - val_acc: 0.6944
Epoch 3080/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5350 - acc: 0.7542 - val_loss: 0.8133 - val_acc: 0.6778
Epoch 3081/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5327 - acc: 0.7583 - val_loss: 0.8351 - val_acc: 0.6889
Epoch 3082/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5305 - acc: 0.7514 - val_loss: 0.8196 - val_acc: 0.7000
Epoch 3083/15000
720/720 [==============================] - 0s 2us/step - loss: 0.5296 - acc: 0.7611 - val_loss: 0.8241 - val_acc: 0.6722
Epoch 3084/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5293 - acc: 0.7653 - val_loss: 0.8254 - val_acc: 0.7000
Epoch 3085/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5300 - acc: 0.7583 - val_loss: 0.8158 - val_acc: 0.6944
Epoch 3086/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5292 - acc: 0.7625 - val_loss: 0.8280 - val_acc: 0.6889
Epoch 3087/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5290 - acc: 0.7583 - val_loss: 0.8118 - val_acc: 0.6833
Epoch 3088/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5282 - acc: 0.7639 - val_loss: 0.8314 - val_acc: 0.6944
Epoch 3089/15000
720/720 [==============================] - 0s 23us/step - loss: 0.5285 - acc: 0.7611 - val_loss: 0.8131 - val_acc: 0.6833
Epoch 3090/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5299 - acc: 0.7653 - val_loss: 0.8362 - val_acc: 0.6889
Epoch 3091/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5319 - acc: 0.7611 - val_loss: 0.8155 - val_acc: 0.6889
Epoch 3092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5339 - acc: 0.7625 - val_loss: 0.8378 - val_acc: 0.6722
Epoch 3093/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5337 - acc: 0.7611 - val_loss: 0.8149 - val_acc: 0.6944
Epoch 3094/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5326 - acc: 0.7639 - val_loss: 0.8328 - val_acc: 0.6722
Epoch 3095/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5299 - acc: 0.7542 - val_loss: 0.8128 - val_acc: 0.6944
Epoch 3096/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5277 - acc: 0.7681 - val_loss: 0.8276 - val_acc: 0.6944
Epoch 3097/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5263 - acc: 0.7625 - val_loss: 0.8146 - val_acc: 0.6944
Epoch 3098/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5259 - acc: 0.7639 - val_loss: 0.8260 - val_acc: 0.7000
Epoch 3099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5260 - acc: 0.7625 - val_loss: 0.8185 - val_acc: 0.6944
Epoch 3100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5256 - acc: 0.7639 - val_loss: 0.8240 - val_acc: 0.7000
Epoch 3101/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5251 - acc: 0.7639 - val_loss: 0.8220 - val_acc: 0.6944
Epoch 3102/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5244 - acc: 0.7653 - val_loss: 0.8206 - val_acc: 0.6833
Epoch 3103/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5241 - acc: 0.7625 - val_loss: 0.8253 - val_acc: 0.6944
Epoch 3104/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5242 - acc: 0.7667 - val_loss: 0.8175 - val_acc: 0.7000
Epoch 3105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5247 - acc: 0.7667 - val_loss: 0.8277 - val_acc: 0.7000
Epoch 3106/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5253 - acc: 0.7611 - val_loss: 0.8145 - val_acc: 0.6833
Epoch 3107/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5256 - acc: 0.7639 - val_loss: 0.8304 - val_acc: 0.7000
Epoch 3108/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5262 - acc: 0.7583 - val_loss: 0.8125 - val_acc: 0.6778
Epoch 3109/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5269 - acc: 0.7625 - val_loss: 0.8354 - val_acc: 0.6889
Epoch 3110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5285 - acc: 0.7556 - val_loss: 0.8121 - val_acc: 0.6833
Epoch 3111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5304 - acc: 0.7625 - val_loss: 0.8431 - val_acc: 0.6889
Epoch 3112/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5330 - acc: 0.7569 - val_loss: 0.8124 - val_acc: 0.6833
Epoch 3113/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5352 - acc: 0.7583 - val_loss: 0.8483 - val_acc: 0.6833
Epoch 3114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5365 - acc: 0.7556 - val_loss: 0.8126 - val_acc: 0.6833
Epoch 3115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5363 - acc: 0.7625 - val_loss: 0.8465 - val_acc: 0.6833
Epoch 3116/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5344 - acc: 0.7528 - val_loss: 0.8139 - val_acc: 0.6833
Epoch 3117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5314 - acc: 0.7639 - val_loss: 0.8378 - val_acc: 0.6944
Epoch 3118/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5280 - acc: 0.7569 - val_loss: 0.8175 - val_acc: 0.6944
Epoch 3119/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5252 - acc: 0.7681 - val_loss: 0.8269 - val_acc: 0.7000
Epoch 3120/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5234 - acc: 0.7667 - val_loss: 0.8228 - val_acc: 0.6944
Epoch 3121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5228 - acc: 0.7653 - val_loss: 0.8183 - val_acc: 0.6833
Epoch 3122/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5233 - acc: 0.7639 - val_loss: 0.8296 - val_acc: 0.7000
Epoch 3123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5246 - acc: 0.7597 - val_loss: 0.8140 - val_acc: 0.6889
Epoch 3124/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5263 - acc: 0.7681 - val_loss: 0.8381 - val_acc: 0.6944
Epoch 3125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5283 - acc: 0.7542 - val_loss: 0.8125 - val_acc: 0.6833
Epoch 3126/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5303 - acc: 0.7556 - val_loss: 0.8461 - val_acc: 0.6944
Epoch 3127/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5324 - acc: 0.7528 - val_loss: 0.8120 - val_acc: 0.6778
Epoch 3128/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5330 - acc: 0.7514 - val_loss: 0.8469 - val_acc: 0.6889
Epoch 3129/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5327 - acc: 0.7514 - val_loss: 0.8131 - val_acc: 0.6778
Epoch 3130/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5300 - acc: 0.7542 - val_loss: 0.8381 - val_acc: 0.7000
Epoch 3131/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5269 - acc: 0.7583 - val_loss: 0.8172 - val_acc: 0.6889
Epoch 3132/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5240 - acc: 0.7708 - val_loss: 0.8271 - val_acc: 0.7000
Epoch 3133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5224 - acc: 0.7625 - val_loss: 0.8231 - val_acc: 0.6889
Epoch 3134/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5219 - acc: 0.7653 - val_loss: 0.8188 - val_acc: 0.7000
Epoch 3135/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5222 - acc: 0.7653 - val_loss: 0.8300 - val_acc: 0.7000
Epoch 3136/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5232 - acc: 0.7556 - val_loss: 0.8149 - val_acc: 0.6889
Epoch 3137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5246 - acc: 0.7625 - val_loss: 0.8386 - val_acc: 0.6944
Epoch 3138/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5265 - acc: 0.7569 - val_loss: 0.8139 - val_acc: 0.6833
Epoch 3139/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5283 - acc: 0.7542 - val_loss: 0.8452 - val_acc: 0.6778
Epoch 3140/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5302 - acc: 0.7528 - val_loss: 0.8135 - val_acc: 0.6778
Epoch 3141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5309 - acc: 0.7542 - val_loss: 0.8453 - val_acc: 0.6833
Epoch 3142/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5306 - acc: 0.7542 - val_loss: 0.8142 - val_acc: 0.6833
Epoch 3143/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5289 - acc: 0.7611 - val_loss: 0.8387 - val_acc: 0.7000
Epoch 3144/15000
720/720 [==============================] - 0s 9us/step - loss: 0.5265 - acc: 0.7528 - val_loss: 0.8167 - val_acc: 0.6944
Epoch 3145/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5242 - acc: 0.7681 - val_loss: 0.8305 - val_acc: 0.6944
Epoch 3146/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5223 - acc: 0.7667 - val_loss: 0.8207 - val_acc: 0.6889
Epoch 3147/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5211 - acc: 0.7653 - val_loss: 0.8244 - val_acc: 0.6889
Epoch 3148/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5206 - acc: 0.7667 - val_loss: 0.8259 - val_acc: 0.6944
Epoch 3149/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5206 - acc: 0.7653 - val_loss: 0.8210 - val_acc: 0.6833
Epoch 3150/15000
720/720 [==============================] - 0s 29us/step - loss: 0.5211 - acc: 0.7639 - val_loss: 0.8314 - val_acc: 0.7000
Epoch 3151/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5218 - acc: 0.7625 - val_loss: 0.8183 - val_acc: 0.6944
Epoch 3152/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5228 - acc: 0.7708 - val_loss: 0.8368 - val_acc: 0.6889
Epoch 3153/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5240 - acc: 0.7597 - val_loss: 0.8153 - val_acc: 0.6889
Epoch 3154/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5254 - acc: 0.7639 - val_loss: 0.8426 - val_acc: 0.6889
Epoch 3155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5273 - acc: 0.7542 - val_loss: 0.8133 - val_acc: 0.6833
Epoch 3156/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5290 - acc: 0.7528 - val_loss: 0.8489 - val_acc: 0.6889
Epoch 3157/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5310 - acc: 0.7500 - val_loss: 0.8138 - val_acc: 0.6778
Epoch 3158/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5315 - acc: 0.7528 - val_loss: 0.8515 - val_acc: 0.7000
Epoch 3159/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5315 - acc: 0.7528 - val_loss: 0.8166 - val_acc: 0.6833
Epoch 3160/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5292 - acc: 0.7542 - val_loss: 0.8462 - val_acc: 0.6944
Epoch 3161/15000
720/720 [==============================] - 0s 1us/step - loss: 0.5265 - acc: 0.7569 - val_loss: 0.8207 - val_acc: 0.6889
Epoch 3162/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5234 - acc: 0.7639 - val_loss: 0.8348 - val_acc: 0.7000
Epoch 3163/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5212 - acc: 0.7611 - val_loss: 0.8254 - val_acc: 0.7000
Epoch 3164/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5199 - acc: 0.7667 - val_loss: 0.8236 - val_acc: 0.6889
Epoch 3165/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5197 - acc: 0.7694 - val_loss: 0.8307 - val_acc: 0.7000
Epoch 3166/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5204 - acc: 0.7625 - val_loss: 0.8172 - val_acc: 0.6944
Epoch 3167/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5216 - acc: 0.7639 - val_loss: 0.8385 - val_acc: 0.7000
Epoch 3168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5235 - acc: 0.7583 - val_loss: 0.8156 - val_acc: 0.6889
Epoch 3169/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5257 - acc: 0.7597 - val_loss: 0.8482 - val_acc: 0.6889
Epoch 3170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5283 - acc: 0.7528 - val_loss: 0.8162 - val_acc: 0.6889
Epoch 3171/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5299 - acc: 0.7597 - val_loss: 0.8533 - val_acc: 0.6889
Epoch 3172/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5307 - acc: 0.7514 - val_loss: 0.8173 - val_acc: 0.6889
Epoch 3173/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5293 - acc: 0.7583 - val_loss: 0.8482 - val_acc: 0.6944
Epoch 3174/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5268 - acc: 0.7528 - val_loss: 0.8193 - val_acc: 0.6889
Epoch 3175/15000
720/720 [==============================] - 0s 5us/step - loss: 0.5235 - acc: 0.7639 - val_loss: 0.8367 - val_acc: 0.6889
Epoch 3176/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5208 - acc: 0.7653 - val_loss: 0.8234 - val_acc: 0.6889
Epoch 3177/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5192 - acc: 0.7653 - val_loss: 0.8267 - val_acc: 0.7000
Epoch 3178/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5186 - acc: 0.7625 - val_loss: 0.8295 - val_acc: 0.6889
Epoch 3179/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5189 - acc: 0.7667 - val_loss: 0.8212 - val_acc: 0.7000
Epoch 3180/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5198 - acc: 0.7667 - val_loss: 0.8376 - val_acc: 0.7000
Epoch 3181/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5211 - acc: 0.7611 - val_loss: 0.8191 - val_acc: 0.6889
Epoch 3182/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5226 - acc: 0.7639 - val_loss: 0.8459 - val_acc: 0.6944
Epoch 3183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5245 - acc: 0.7542 - val_loss: 0.8177 - val_acc: 0.6889
Epoch 3184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5258 - acc: 0.7556 - val_loss: 0.8502 - val_acc: 0.6833
Epoch 3185/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5271 - acc: 0.7542 - val_loss: 0.8166 - val_acc: 0.6722
Epoch 3186/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5270 - acc: 0.7542 - val_loss: 0.8480 - val_acc: 0.6889
Epoch 3187/15000
720/720 [==============================] - 0s 8us/step - loss: 0.5264 - acc: 0.7528 - val_loss: 0.8172 - val_acc: 0.6889
Epoch 3188/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5246 - acc: 0.7611 - val_loss: 0.8413 - val_acc: 0.6833
Epoch 3189/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5228 - acc: 0.7597 - val_loss: 0.8205 - val_acc: 0.6944
Epoch 3190/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5211 - acc: 0.7694 - val_loss: 0.8345 - val_acc: 0.6833
Epoch 3191/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5198 - acc: 0.7653 - val_loss: 0.8258 - val_acc: 0.6833
Epoch 3192/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5192 - acc: 0.7694 - val_loss: 0.8296 - val_acc: 0.7000
Epoch 3193/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5188 - acc: 0.7625 - val_loss: 0.8312 - val_acc: 0.6889
Epoch 3194/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5189 - acc: 0.7639 - val_loss: 0.8262 - val_acc: 0.6944
Epoch 3195/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5189 - acc: 0.7653 - val_loss: 0.8356 - val_acc: 0.6944
Epoch 3196/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5192 - acc: 0.7583 - val_loss: 0.8232 - val_acc: 0.6889
Epoch 3197/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5193 - acc: 0.7639 - val_loss: 0.8392 - val_acc: 0.6944
Epoch 3198/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5199 - acc: 0.7625 - val_loss: 0.8204 - val_acc: 0.6889
Epoch 3199/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5205 - acc: 0.7653 - val_loss: 0.8438 - val_acc: 0.7000
Epoch 3200/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5218 - acc: 0.7583 - val_loss: 0.8183 - val_acc: 0.6889
Epoch 3201/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5234 - acc: 0.7569 - val_loss: 0.8505 - val_acc: 0.6889
Epoch 3202/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5259 - acc: 0.7528 - val_loss: 0.8177 - val_acc: 0.6778
Epoch 3203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5283 - acc: 0.7556 - val_loss: 0.8574 - val_acc: 0.6889
Epoch 3204/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5306 - acc: 0.7569 - val_loss: 0.8190 - val_acc: 0.6833
Epoch 3205/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5314 - acc: 0.7583 - val_loss: 0.8573 - val_acc: 0.6833
Epoch 3206/15000
720/720 [==============================] - 0s 6us/step - loss: 0.5301 - acc: 0.7556 - val_loss: 0.8217 - val_acc: 0.6833
Epoch 3207/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5274 - acc: 0.7653 - val_loss: 0.8472 - val_acc: 0.6833
Epoch 3208/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5235 - acc: 0.7597 - val_loss: 0.8261 - val_acc: 0.6944
Epoch 3209/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5205 - acc: 0.7639 - val_loss: 0.8336 - val_acc: 0.6944
Epoch 3210/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5182 - acc: 0.7681 - val_loss: 0.8322 - val_acc: 0.6889
Epoch 3211/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5175 - acc: 0.7611 - val_loss: 0.8236 - val_acc: 0.6944
Epoch 3212/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5178 - acc: 0.7667 - val_loss: 0.8404 - val_acc: 0.7000
Epoch 3213/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5193 - acc: 0.7625 - val_loss: 0.8196 - val_acc: 0.6944
Epoch 3214/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5214 - acc: 0.7611 - val_loss: 0.8509 - val_acc: 0.6889
Epoch 3215/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5243 - acc: 0.7528 - val_loss: 0.8196 - val_acc: 0.6944
Epoch 3216/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5267 - acc: 0.7597 - val_loss: 0.8578 - val_acc: 0.6778
Epoch 3217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5282 - acc: 0.7528 - val_loss: 0.8203 - val_acc: 0.6778
Epoch 3218/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5275 - acc: 0.7556 - val_loss: 0.8533 - val_acc: 0.6833
Epoch 3219/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5250 - acc: 0.7528 - val_loss: 0.8219 - val_acc: 0.6833
Epoch 3220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5214 - acc: 0.7667 - val_loss: 0.8407 - val_acc: 0.6833
Epoch 3221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5181 - acc: 0.7625 - val_loss: 0.8269 - val_acc: 0.6889
Epoch 3222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5160 - acc: 0.7667 - val_loss: 0.8295 - val_acc: 0.7000
Epoch 3223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5154 - acc: 0.7639 - val_loss: 0.8348 - val_acc: 0.6944
Epoch 3224/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5160 - acc: 0.7694 - val_loss: 0.8234 - val_acc: 0.6944
Epoch 3225/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5174 - acc: 0.7681 - val_loss: 0.8446 - val_acc: 0.6944
Epoch 3226/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5194 - acc: 0.7583 - val_loss: 0.8214 - val_acc: 0.6833
Epoch 3227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5215 - acc: 0.7611 - val_loss: 0.8541 - val_acc: 0.6778
Epoch 3228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5239 - acc: 0.7542 - val_loss: 0.8207 - val_acc: 0.6833
Epoch 3229/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5249 - acc: 0.7556 - val_loss: 0.8565 - val_acc: 0.6833
Epoch 3230/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5253 - acc: 0.7542 - val_loss: 0.8204 - val_acc: 0.6889
Epoch 3231/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5232 - acc: 0.7569 - val_loss: 0.8485 - val_acc: 0.6889
Epoch 3232/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5206 - acc: 0.7611 - val_loss: 0.8231 - val_acc: 0.6889
Epoch 3233/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5176 - acc: 0.7708 - val_loss: 0.8369 - val_acc: 0.7000
Epoch 3234/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5155 - acc: 0.7639 - val_loss: 0.8291 - val_acc: 0.7000
Epoch 3235/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5145 - acc: 0.7667 - val_loss: 0.8283 - val_acc: 0.7000
Epoch 3236/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5145 - acc: 0.7694 - val_loss: 0.8364 - val_acc: 0.7000
Epoch 3237/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5152 - acc: 0.7694 - val_loss: 0.8239 - val_acc: 0.6944
Epoch 3238/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5164 - acc: 0.7681 - val_loss: 0.8452 - val_acc: 0.7000
Epoch 3239/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5181 - acc: 0.7611 - val_loss: 0.8220 - val_acc: 0.6889
Epoch 3240/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5199 - acc: 0.7583 - val_loss: 0.8532 - val_acc: 0.6833
Epoch 3241/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5221 - acc: 0.7583 - val_loss: 0.8209 - val_acc: 0.6889
Epoch 3242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5230 - acc: 0.7556 - val_loss: 0.8556 - val_acc: 0.6833
Epoch 3243/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5237 - acc: 0.7542 - val_loss: 0.8211 - val_acc: 0.6889
Epoch 3244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5221 - acc: 0.7569 - val_loss: 0.8508 - val_acc: 0.6889
Epoch 3245/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5202 - acc: 0.7583 - val_loss: 0.8239 - val_acc: 0.6889
Epoch 3246/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5177 - acc: 0.7653 - val_loss: 0.8425 - val_acc: 0.6944
Epoch 3247/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5157 - acc: 0.7639 - val_loss: 0.8283 - val_acc: 0.7000
Epoch 3248/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5144 - acc: 0.7708 - val_loss: 0.8346 - val_acc: 0.6944
Epoch 3249/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5137 - acc: 0.7722 - val_loss: 0.8330 - val_acc: 0.7000
Epoch 3250/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5135 - acc: 0.7639 - val_loss: 0.8289 - val_acc: 0.7000
Epoch 3251/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5137 - acc: 0.7708 - val_loss: 0.8380 - val_acc: 0.7000
Epoch 3252/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5142 - acc: 0.7653 - val_loss: 0.8253 - val_acc: 0.6889
Epoch 3253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5149 - acc: 0.7694 - val_loss: 0.8439 - val_acc: 0.6944
Epoch 3254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5161 - acc: 0.7611 - val_loss: 0.8230 - val_acc: 0.6889
Epoch 3255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5173 - acc: 0.7597 - val_loss: 0.8507 - val_acc: 0.6889
Epoch 3256/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5192 - acc: 0.7556 - val_loss: 0.8220 - val_acc: 0.6778
Epoch 3257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5208 - acc: 0.7556 - val_loss: 0.8578 - val_acc: 0.6833
Epoch 3258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5230 - acc: 0.7542 - val_loss: 0.8227 - val_acc: 0.6833
Epoch 3259/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5240 - acc: 0.7583 - val_loss: 0.8619 - val_acc: 0.6778
Epoch 3260/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5248 - acc: 0.7542 - val_loss: 0.8248 - val_acc: 0.6889
Epoch 3261/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5236 - acc: 0.7611 - val_loss: 0.8583 - val_acc: 0.6778
Epoch 3262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5215 - acc: 0.7556 - val_loss: 0.8275 - val_acc: 0.6833
Epoch 3263/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5186 - acc: 0.7667 - val_loss: 0.8476 - val_acc: 0.7000
Epoch 3264/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5159 - acc: 0.7639 - val_loss: 0.8311 - val_acc: 0.6944
Epoch 3265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5140 - acc: 0.7681 - val_loss: 0.8360 - val_acc: 0.7000
Epoch 3266/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5131 - acc: 0.7708 - val_loss: 0.8361 - val_acc: 0.6889
Epoch 3267/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5131 - acc: 0.7667 - val_loss: 0.8288 - val_acc: 0.6944
Epoch 3268/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5138 - acc: 0.7681 - val_loss: 0.8441 - val_acc: 0.6944
Epoch 3269/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5154 - acc: 0.7653 - val_loss: 0.8270 - val_acc: 0.6833
Epoch 3270/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5171 - acc: 0.7639 - val_loss: 0.8550 - val_acc: 0.6944
Epoch 3271/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5200 - acc: 0.7583 - val_loss: 0.8284 - val_acc: 0.6667
Epoch 3272/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5213 - acc: 0.7625 - val_loss: 0.8629 - val_acc: 0.6889
Epoch 3273/15000
720/720 [==============================] - 0s 9us/step - loss: 0.5231 - acc: 0.7556 - val_loss: 0.8290 - val_acc: 0.6833
Epoch 3274/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5216 - acc: 0.7639 - val_loss: 0.8598 - val_acc: 0.6833
Epoch 3275/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5199 - acc: 0.7556 - val_loss: 0.8280 - val_acc: 0.6944
Epoch 3276/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5170 - acc: 0.7625 - val_loss: 0.8496 - val_acc: 0.6833
Epoch 3277/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5151 - acc: 0.7583 - val_loss: 0.8294 - val_acc: 0.6889
Epoch 3278/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5146 - acc: 0.7722 - val_loss: 0.8428 - val_acc: 0.6889
Epoch 3279/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5152 - acc: 0.7694 - val_loss: 0.8342 - val_acc: 0.6833
Epoch 3280/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5168 - acc: 0.7653 - val_loss: 0.8418 - val_acc: 0.6778
Epoch 3281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5175 - acc: 0.7708 - val_loss: 0.8397 - val_acc: 0.6944
Epoch 3282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5186 - acc: 0.7653 - val_loss: 0.8426 - val_acc: 0.6778
Epoch 3283/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5168 - acc: 0.7722 - val_loss: 0.8383 - val_acc: 0.6889
Epoch 3284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5153 - acc: 0.7667 - val_loss: 0.8429 - val_acc: 0.6833
Epoch 3285/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5133 - acc: 0.7653 - val_loss: 0.8318 - val_acc: 0.6944
Epoch 3286/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5127 - acc: 0.7694 - val_loss: 0.8455 - val_acc: 0.7000
Epoch 3287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5134 - acc: 0.7597 - val_loss: 0.8277 - val_acc: 0.6778
Epoch 3288/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5149 - acc: 0.7667 - val_loss: 0.8523 - val_acc: 0.6944
Epoch 3289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5170 - acc: 0.7556 - val_loss: 0.8259 - val_acc: 0.6889
Epoch 3290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5185 - acc: 0.7611 - val_loss: 0.8619 - val_acc: 0.6833
Epoch 3291/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5214 - acc: 0.7528 - val_loss: 0.8247 - val_acc: 0.6833
Epoch 3292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5236 - acc: 0.7597 - val_loss: 0.8690 - val_acc: 0.6944
Epoch 3293/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5272 - acc: 0.7583 - val_loss: 0.8258 - val_acc: 0.6667
Epoch 3294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5277 - acc: 0.7556 - val_loss: 0.8649 - val_acc: 0.6833
Epoch 3295/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5250 - acc: 0.7681 - val_loss: 0.8302 - val_acc: 0.6889
Epoch 3296/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5205 - acc: 0.7611 - val_loss: 0.8504 - val_acc: 0.6833
Epoch 3297/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5161 - acc: 0.7653 - val_loss: 0.8361 - val_acc: 0.7000
Epoch 3298/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5143 - acc: 0.7681 - val_loss: 0.8360 - val_acc: 0.6944
Epoch 3299/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5143 - acc: 0.7681 - val_loss: 0.8417 - val_acc: 0.7000
Epoch 3300/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5150 - acc: 0.7667 - val_loss: 0.8275 - val_acc: 0.6889
Epoch 3301/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5152 - acc: 0.7708 - val_loss: 0.8490 - val_acc: 0.6889
Epoch 3302/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5150 - acc: 0.7597 - val_loss: 0.8265 - val_acc: 0.6889
Epoch 3303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5158 - acc: 0.7653 - val_loss: 0.8572 - val_acc: 0.6833
Epoch 3304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5184 - acc: 0.7542 - val_loss: 0.8290 - val_acc: 0.6889
Epoch 3305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5216 - acc: 0.7681 - val_loss: 0.8631 - val_acc: 0.6722
Epoch 3306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5229 - acc: 0.7556 - val_loss: 0.8299 - val_acc: 0.6889
Epoch 3307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5223 - acc: 0.7639 - val_loss: 0.8593 - val_acc: 0.6778
Epoch 3308/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5189 - acc: 0.7556 - val_loss: 0.8291 - val_acc: 0.6833
Epoch 3309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5153 - acc: 0.7653 - val_loss: 0.8508 - val_acc: 0.6889
Epoch 3310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5128 - acc: 0.7639 - val_loss: 0.8307 - val_acc: 0.7000
Epoch 3311/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5117 - acc: 0.7694 - val_loss: 0.8432 - val_acc: 0.6944
Epoch 3312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5115 - acc: 0.7694 - val_loss: 0.8361 - val_acc: 0.7000
Epoch 3313/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5109 - acc: 0.7736 - val_loss: 0.8384 - val_acc: 0.6944
Epoch 3314/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5100 - acc: 0.7694 - val_loss: 0.8405 - val_acc: 0.6944
Epoch 3315/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5094 - acc: 0.7667 - val_loss: 0.8338 - val_acc: 0.6889
Epoch 3316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5097 - acc: 0.7736 - val_loss: 0.8449 - val_acc: 0.6944
Epoch 3317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5107 - acc: 0.7611 - val_loss: 0.8291 - val_acc: 0.6944
Epoch 3318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5118 - acc: 0.7694 - val_loss: 0.8486 - val_acc: 0.6944
Epoch 3319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5127 - acc: 0.7569 - val_loss: 0.8259 - val_acc: 0.6833
Epoch 3320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5133 - acc: 0.7597 - val_loss: 0.8554 - val_acc: 0.6778
Epoch 3321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5148 - acc: 0.7583 - val_loss: 0.8272 - val_acc: 0.6833
Epoch 3322/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5162 - acc: 0.7653 - val_loss: 0.8625 - val_acc: 0.6778
Epoch 3323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5179 - acc: 0.7542 - val_loss: 0.8284 - val_acc: 0.6889
Epoch 3324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5185 - acc: 0.7639 - val_loss: 0.8641 - val_acc: 0.6889
Epoch 3325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5184 - acc: 0.7583 - val_loss: 0.8288 - val_acc: 0.6833
Epoch 3326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5171 - acc: 0.7653 - val_loss: 0.8587 - val_acc: 0.6833
Epoch 3327/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5154 - acc: 0.7639 - val_loss: 0.8310 - val_acc: 0.6889
Epoch 3328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5131 - acc: 0.7708 - val_loss: 0.8497 - val_acc: 0.6833
Epoch 3329/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5107 - acc: 0.7639 - val_loss: 0.8345 - val_acc: 0.6944
Epoch 3330/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5088 - acc: 0.7736 - val_loss: 0.8401 - val_acc: 0.6944
Epoch 3331/15000
720/720 [==============================] - 0s 15us/step - loss: 0.5077 - acc: 0.7708 - val_loss: 0.8384 - val_acc: 0.7056
Epoch 3332/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5075 - acc: 0.7736 - val_loss: 0.8335 - val_acc: 0.6944
Epoch 3333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5079 - acc: 0.7722 - val_loss: 0.8440 - val_acc: 0.6889
Epoch 3334/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5088 - acc: 0.7653 - val_loss: 0.8307 - val_acc: 0.6889
Epoch 3335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5100 - acc: 0.7764 - val_loss: 0.8516 - val_acc: 0.6889
Epoch 3336/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5114 - acc: 0.7639 - val_loss: 0.8281 - val_acc: 0.6944
Epoch 3337/15000
720/720 [==============================] - 0s 2us/step - loss: 0.5130 - acc: 0.7667 - val_loss: 0.8591 - val_acc: 0.6889
Epoch 3338/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5152 - acc: 0.7569 - val_loss: 0.8264 - val_acc: 0.6778
Epoch 3339/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5173 - acc: 0.7597 - val_loss: 0.8673 - val_acc: 0.6833
Epoch 3340/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5196 - acc: 0.7542 - val_loss: 0.8281 - val_acc: 0.6833
Epoch 3341/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5199 - acc: 0.7597 - val_loss: 0.8700 - val_acc: 0.6833
Epoch 3342/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5195 - acc: 0.7542 - val_loss: 0.8311 - val_acc: 0.6833
Epoch 3343/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5161 - acc: 0.7611 - val_loss: 0.8604 - val_acc: 0.6889
Epoch 3344/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5124 - acc: 0.7583 - val_loss: 0.8353 - val_acc: 0.6889
Epoch 3345/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5089 - acc: 0.7708 - val_loss: 0.8457 - val_acc: 0.6889
Epoch 3346/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5070 - acc: 0.7708 - val_loss: 0.8425 - val_acc: 0.6944
Epoch 3347/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5066 - acc: 0.7736 - val_loss: 0.8347 - val_acc: 0.7000
Epoch 3348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5075 - acc: 0.7681 - val_loss: 0.8503 - val_acc: 0.6944
Epoch 3349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5093 - acc: 0.7597 - val_loss: 0.8285 - val_acc: 0.6944
Epoch 3350/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5113 - acc: 0.7681 - val_loss: 0.8596 - val_acc: 0.6833
Epoch 3351/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5141 - acc: 0.7569 - val_loss: 0.8269 - val_acc: 0.6889
Epoch 3352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5159 - acc: 0.7625 - val_loss: 0.8666 - val_acc: 0.6889
Epoch 3353/15000
720/720 [==============================] - 0s 6us/step - loss: 0.5176 - acc: 0.7542 - val_loss: 0.8287 - val_acc: 0.6778
Epoch 3354/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5168 - acc: 0.7597 - val_loss: 0.8642 - val_acc: 0.6889
Epoch 3355/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5149 - acc: 0.7569 - val_loss: 0.8327 - val_acc: 0.6833
Epoch 3356/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5120 - acc: 0.7667 - val_loss: 0.8533 - val_acc: 0.6833
Epoch 3357/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5092 - acc: 0.7639 - val_loss: 0.8381 - val_acc: 0.6944
Epoch 3358/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5074 - acc: 0.7681 - val_loss: 0.8421 - val_acc: 0.6889
Epoch 3359/15000
720/720 [==============================] - 0s 28us/step - loss: 0.5065 - acc: 0.7694 - val_loss: 0.8447 - val_acc: 0.6944
Epoch 3360/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5064 - acc: 0.7667 - val_loss: 0.8349 - val_acc: 0.6944
Epoch 3361/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5070 - acc: 0.7722 - val_loss: 0.8528 - val_acc: 0.6944
Epoch 3362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5083 - acc: 0.7597 - val_loss: 0.8316 - val_acc: 0.6944
Epoch 3363/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5100 - acc: 0.7681 - val_loss: 0.8613 - val_acc: 0.6889
Epoch 3364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5123 - acc: 0.7556 - val_loss: 0.8303 - val_acc: 0.6889
Epoch 3365/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5143 - acc: 0.7653 - val_loss: 0.8669 - val_acc: 0.6889
Epoch 3366/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5159 - acc: 0.7556 - val_loss: 0.8299 - val_acc: 0.6833
Epoch 3367/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5162 - acc: 0.7625 - val_loss: 0.8653 - val_acc: 0.6889
Epoch 3368/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5151 - acc: 0.7611 - val_loss: 0.8313 - val_acc: 0.6833
Epoch 3369/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5128 - acc: 0.7681 - val_loss: 0.8575 - val_acc: 0.6833
Epoch 3370/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5099 - acc: 0.7681 - val_loss: 0.8355 - val_acc: 0.6944
Epoch 3371/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5073 - acc: 0.7722 - val_loss: 0.8483 - val_acc: 0.6833
Epoch 3372/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5055 - acc: 0.7667 - val_loss: 0.8414 - val_acc: 0.7056
Epoch 3373/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5046 - acc: 0.7722 - val_loss: 0.8411 - val_acc: 0.7000
Epoch 3374/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5046 - acc: 0.7708 - val_loss: 0.8475 - val_acc: 0.6889
Epoch 3375/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5051 - acc: 0.7667 - val_loss: 0.8362 - val_acc: 0.7000
Epoch 3376/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5061 - acc: 0.7694 - val_loss: 0.8538 - val_acc: 0.6833
Epoch 3377/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5074 - acc: 0.7639 - val_loss: 0.8326 - val_acc: 0.6944
Epoch 3378/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5089 - acc: 0.7681 - val_loss: 0.8604 - val_acc: 0.6833
Epoch 3379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5107 - acc: 0.7542 - val_loss: 0.8303 - val_acc: 0.6889
Epoch 3380/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5125 - acc: 0.7639 - val_loss: 0.8674 - val_acc: 0.6889
Epoch 3381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5145 - acc: 0.7569 - val_loss: 0.8303 - val_acc: 0.6833
Epoch 3382/15000
720/720 [==============================] - 0s 2us/step - loss: 0.5154 - acc: 0.7639 - val_loss: 0.8713 - val_acc: 0.6889
Epoch 3383/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5159 - acc: 0.7569 - val_loss: 0.8330 - val_acc: 0.6833
Epoch 3384/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5140 - acc: 0.7611 - val_loss: 0.8674 - val_acc: 0.6778
Epoch 3385/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5118 - acc: 0.7569 - val_loss: 0.8377 - val_acc: 0.6889
Epoch 3386/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5084 - acc: 0.7681 - val_loss: 0.8564 - val_acc: 0.6889
Epoch 3387/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5058 - acc: 0.7653 - val_loss: 0.8434 - val_acc: 0.6944
Epoch 3388/15000
720/720 [==============================] - 0s 23us/step - loss: 0.5042 - acc: 0.7722 - val_loss: 0.8443 - val_acc: 0.7000
Epoch 3389/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5037 - acc: 0.7736 - val_loss: 0.8493 - val_acc: 0.6944
Epoch 3390/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5043 - acc: 0.7667 - val_loss: 0.8359 - val_acc: 0.7000
Epoch 3391/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5055 - acc: 0.7708 - val_loss: 0.8567 - val_acc: 0.6833
Epoch 3392/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5072 - acc: 0.7611 - val_loss: 0.8321 - val_acc: 0.6944
Epoch 3393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5093 - acc: 0.7653 - val_loss: 0.8664 - val_acc: 0.6889
Epoch 3394/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5120 - acc: 0.7569 - val_loss: 0.8317 - val_acc: 0.6833
Epoch 3395/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5139 - acc: 0.7611 - val_loss: 0.8738 - val_acc: 0.6833
Epoch 3396/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5158 - acc: 0.7556 - val_loss: 0.8333 - val_acc: 0.6833
Epoch 3397/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5147 - acc: 0.7639 - val_loss: 0.8714 - val_acc: 0.6833
Epoch 3398/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5129 - acc: 0.7569 - val_loss: 0.8369 - val_acc: 0.6833
Epoch 3399/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5090 - acc: 0.7653 - val_loss: 0.8597 - val_acc: 0.6833
Epoch 3400/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5057 - acc: 0.7667 - val_loss: 0.8427 - val_acc: 0.7000
Epoch 3401/15000
720/720 [==============================] - 0s 31us/step - loss: 0.5034 - acc: 0.7764 - val_loss: 0.8468 - val_acc: 0.7056
Epoch 3402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5025 - acc: 0.7750 - val_loss: 0.8495 - val_acc: 0.6944
Epoch 3403/15000
720/720 [==============================] - 0s 3us/step - loss: 0.5029 - acc: 0.7722 - val_loss: 0.8379 - val_acc: 0.7056
Epoch 3404/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5041 - acc: 0.7750 - val_loss: 0.8578 - val_acc: 0.6778
Epoch 3405/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5059 - acc: 0.7611 - val_loss: 0.8339 - val_acc: 0.7000
Epoch 3406/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5080 - acc: 0.7694 - val_loss: 0.8675 - val_acc: 0.6889
Epoch 3407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5106 - acc: 0.7556 - val_loss: 0.8332 - val_acc: 0.6833
Epoch 3408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5122 - acc: 0.7611 - val_loss: 0.8732 - val_acc: 0.6889
Epoch 3409/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5135 - acc: 0.7569 - val_loss: 0.8342 - val_acc: 0.6833
Epoch 3410/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5123 - acc: 0.7611 - val_loss: 0.8695 - val_acc: 0.6889
Epoch 3411/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5104 - acc: 0.7556 - val_loss: 0.8375 - val_acc: 0.6889
Epoch 3412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5073 - acc: 0.7750 - val_loss: 0.8591 - val_acc: 0.6833
Epoch 3413/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5048 - acc: 0.7667 - val_loss: 0.8430 - val_acc: 0.7000
Epoch 3414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5031 - acc: 0.7736 - val_loss: 0.8490 - val_acc: 0.6944
Epoch 3415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5024 - acc: 0.7681 - val_loss: 0.8496 - val_acc: 0.6889
Epoch 3416/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5026 - acc: 0.7722 - val_loss: 0.8421 - val_acc: 0.6833
Epoch 3417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5033 - acc: 0.7764 - val_loss: 0.8576 - val_acc: 0.6944
Epoch 3418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5048 - acc: 0.7611 - val_loss: 0.8390 - val_acc: 0.6833
Epoch 3419/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5059 - acc: 0.7653 - val_loss: 0.8661 - val_acc: 0.6833
Epoch 3420/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5079 - acc: 0.7597 - val_loss: 0.8374 - val_acc: 0.6889
Epoch 3421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5086 - acc: 0.7681 - val_loss: 0.8714 - val_acc: 0.6778
Epoch 3422/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5101 - acc: 0.7556 - val_loss: 0.8365 - val_acc: 0.6833
Epoch 3423/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5098 - acc: 0.7611 - val_loss: 0.8714 - val_acc: 0.6889
Epoch 3424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5098 - acc: 0.7556 - val_loss: 0.8371 - val_acc: 0.6889
Epoch 3425/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5089 - acc: 0.7708 - val_loss: 0.8676 - val_acc: 0.6833
Epoch 3426/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5082 - acc: 0.7639 - val_loss: 0.8403 - val_acc: 0.6889
Epoch 3427/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5078 - acc: 0.7722 - val_loss: 0.8629 - val_acc: 0.6833
Epoch 3428/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5074 - acc: 0.7708 - val_loss: 0.8455 - val_acc: 0.7000
Epoch 3429/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5079 - acc: 0.7667 - val_loss: 0.8586 - val_acc: 0.6944
Epoch 3430/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5073 - acc: 0.7708 - val_loss: 0.8502 - val_acc: 0.6944
Epoch 3431/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5075 - acc: 0.7681 - val_loss: 0.8543 - val_acc: 0.6833
Epoch 3432/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5056 - acc: 0.7736 - val_loss: 0.8512 - val_acc: 0.6889
Epoch 3433/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5041 - acc: 0.7667 - val_loss: 0.8499 - val_acc: 0.6889
Epoch 3434/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5019 - acc: 0.7708 - val_loss: 0.8496 - val_acc: 0.7000
Epoch 3435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5005 - acc: 0.7722 - val_loss: 0.8474 - val_acc: 0.6833
Epoch 3436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5001 - acc: 0.7750 - val_loss: 0.8501 - val_acc: 0.6889
Epoch 3437/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5006 - acc: 0.7722 - val_loss: 0.8469 - val_acc: 0.6944
Epoch 3438/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5016 - acc: 0.7736 - val_loss: 0.8530 - val_acc: 0.6833
Epoch 3439/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5024 - acc: 0.7681 - val_loss: 0.8463 - val_acc: 0.7000
Epoch 3440/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5030 - acc: 0.7681 - val_loss: 0.8572 - val_acc: 0.6889
Epoch 3441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5029 - acc: 0.7681 - val_loss: 0.8430 - val_acc: 0.6944
Epoch 3442/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5030 - acc: 0.7736 - val_loss: 0.8631 - val_acc: 0.6833
Epoch 3443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5037 - acc: 0.7653 - val_loss: 0.8383 - val_acc: 0.6944
Epoch 3444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5058 - acc: 0.7708 - val_loss: 0.8743 - val_acc: 0.6889
Epoch 3445/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5101 - acc: 0.7569 - val_loss: 0.8355 - val_acc: 0.6778
Epoch 3446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5149 - acc: 0.7639 - val_loss: 0.8909 - val_acc: 0.6889
Epoch 3447/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5225 - acc: 0.7528 - val_loss: 0.8373 - val_acc: 0.6778
Epoch 3448/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5231 - acc: 0.7583 - val_loss: 0.8938 - val_acc: 0.6889
Epoch 3449/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5217 - acc: 0.7528 - val_loss: 0.8429 - val_acc: 0.6833
Epoch 3450/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5131 - acc: 0.7639 - val_loss: 0.8726 - val_acc: 0.6833
Epoch 3451/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5058 - acc: 0.7639 - val_loss: 0.8569 - val_acc: 0.6944
Epoch 3452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5032 - acc: 0.7681 - val_loss: 0.8497 - val_acc: 0.6833
Epoch 3453/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5043 - acc: 0.7764 - val_loss: 0.8686 - val_acc: 0.6778
Epoch 3454/15000
720/720 [==============================] - 0s 21us/step - loss: 0.5080 - acc: 0.7597 - val_loss: 0.8361 - val_acc: 0.6778
Epoch 3455/15000
720/720 [==============================] - 0s 19us/step - loss: 0.5093 - acc: 0.7694 - val_loss: 0.8771 - val_acc: 0.6889
Epoch 3456/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5121 - acc: 0.7542 - val_loss: 0.8377 - val_acc: 0.6944
Epoch 3457/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5130 - acc: 0.7653 - val_loss: 0.8814 - val_acc: 0.6778
Epoch 3458/15000
720/720 [==============================] - 0s 28us/step - loss: 0.5132 - acc: 0.7569 - val_loss: 0.8472 - val_acc: 0.6944
Epoch 3459/15000
720/720 [==============================] - 0s 4us/step - loss: 0.5125 - acc: 0.7750 - val_loss: 0.8729 - val_acc: 0.6778
Epoch 3460/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5089 - acc: 0.7694 - val_loss: 0.8514 - val_acc: 0.7000
Epoch 3461/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5048 - acc: 0.7667 - val_loss: 0.8550 - val_acc: 0.6889
Epoch 3462/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5005 - acc: 0.7750 - val_loss: 0.8540 - val_acc: 0.6944
Epoch 3463/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4992 - acc: 0.7708 - val_loss: 0.8451 - val_acc: 0.6944
Epoch 3464/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5009 - acc: 0.7778 - val_loss: 0.8637 - val_acc: 0.6778
Epoch 3465/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5040 - acc: 0.7681 - val_loss: 0.8429 - val_acc: 0.6944
Epoch 3466/15000
720/720 [==============================] - 0s 27us/step - loss: 0.5068 - acc: 0.7778 - val_loss: 0.8736 - val_acc: 0.6833
Epoch 3467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5080 - acc: 0.7653 - val_loss: 0.8407 - val_acc: 0.6889
Epoch 3468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5085 - acc: 0.7639 - val_loss: 0.8768 - val_acc: 0.6833
Epoch 3469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5087 - acc: 0.7583 - val_loss: 0.8387 - val_acc: 0.6889
Epoch 3470/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5080 - acc: 0.7639 - val_loss: 0.8723 - val_acc: 0.6833
Epoch 3471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5066 - acc: 0.7625 - val_loss: 0.8420 - val_acc: 0.6944
Epoch 3472/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5031 - acc: 0.7722 - val_loss: 0.8602 - val_acc: 0.6889
Epoch 3473/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4999 - acc: 0.7681 - val_loss: 0.8508 - val_acc: 0.6889
Epoch 3474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4979 - acc: 0.7736 - val_loss: 0.8491 - val_acc: 0.6944
Epoch 3475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4980 - acc: 0.7750 - val_loss: 0.8601 - val_acc: 0.6833
Epoch 3476/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4997 - acc: 0.7694 - val_loss: 0.8416 - val_acc: 0.6889
Epoch 3477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5018 - acc: 0.7764 - val_loss: 0.8673 - val_acc: 0.6778
Epoch 3478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5035 - acc: 0.7653 - val_loss: 0.8386 - val_acc: 0.6889
Epoch 3479/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5042 - acc: 0.7653 - val_loss: 0.8740 - val_acc: 0.6889
Epoch 3480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5053 - acc: 0.7556 - val_loss: 0.8422 - val_acc: 0.6889
Epoch 3481/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5056 - acc: 0.7681 - val_loss: 0.8751 - val_acc: 0.6833
Epoch 3482/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5051 - acc: 0.7583 - val_loss: 0.8444 - val_acc: 0.6889
Epoch 3483/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5035 - acc: 0.7764 - val_loss: 0.8680 - val_acc: 0.6778
Epoch 3484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5011 - acc: 0.7681 - val_loss: 0.8467 - val_acc: 0.7000
Epoch 3485/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4988 - acc: 0.7806 - val_loss: 0.8593 - val_acc: 0.6889
Epoch 3486/15000
720/720 [==============================] - 0s 18us/step - loss: 0.4975 - acc: 0.7694 - val_loss: 0.8515 - val_acc: 0.6944
Epoch 3487/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4970 - acc: 0.7778 - val_loss: 0.8549 - val_acc: 0.6944
Epoch 3488/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4970 - acc: 0.7764 - val_loss: 0.8567 - val_acc: 0.6889
Epoch 3489/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4971 - acc: 0.7722 - val_loss: 0.8491 - val_acc: 0.6889
Epoch 3490/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4972 - acc: 0.7792 - val_loss: 0.8598 - val_acc: 0.6833
Epoch 3491/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4975 - acc: 0.7694 - val_loss: 0.8448 - val_acc: 0.7000
Epoch 3492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4982 - acc: 0.7847 - val_loss: 0.8656 - val_acc: 0.6833
Epoch 3493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4995 - acc: 0.7667 - val_loss: 0.8424 - val_acc: 0.6889
Epoch 3494/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5009 - acc: 0.7708 - val_loss: 0.8727 - val_acc: 0.6778
Epoch 3495/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5029 - acc: 0.7625 - val_loss: 0.8401 - val_acc: 0.6889
Epoch 3496/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5045 - acc: 0.7639 - val_loss: 0.8796 - val_acc: 0.6889
Epoch 3497/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5069 - acc: 0.7569 - val_loss: 0.8407 - val_acc: 0.6833
Epoch 3498/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5081 - acc: 0.7653 - val_loss: 0.8848 - val_acc: 0.6889
Epoch 3499/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5090 - acc: 0.7556 - val_loss: 0.8442 - val_acc: 0.6778
Epoch 3500/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5077 - acc: 0.7639 - val_loss: 0.8806 - val_acc: 0.6889
Epoch 3501/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5050 - acc: 0.7569 - val_loss: 0.8475 - val_acc: 0.6889
Epoch 3502/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5013 - acc: 0.7764 - val_loss: 0.8674 - val_acc: 0.6778
Epoch 3503/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4980 - acc: 0.7722 - val_loss: 0.8518 - val_acc: 0.6889
Epoch 3504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4959 - acc: 0.7806 - val_loss: 0.8545 - val_acc: 0.6889
Epoch 3505/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4954 - acc: 0.7778 - val_loss: 0.8593 - val_acc: 0.6889
Epoch 3506/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4961 - acc: 0.7681 - val_loss: 0.8468 - val_acc: 0.7000
Epoch 3507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4975 - acc: 0.7819 - val_loss: 0.8680 - val_acc: 0.6722
Epoch 3508/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4992 - acc: 0.7681 - val_loss: 0.8428 - val_acc: 0.6944
Epoch 3509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5013 - acc: 0.7722 - val_loss: 0.8784 - val_acc: 0.6833
Epoch 3510/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5040 - acc: 0.7556 - val_loss: 0.8414 - val_acc: 0.6833
Epoch 3511/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5060 - acc: 0.7653 - val_loss: 0.8854 - val_acc: 0.6889
Epoch 3512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5079 - acc: 0.7556 - val_loss: 0.8424 - val_acc: 0.6833
Epoch 3513/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5066 - acc: 0.7667 - val_loss: 0.8816 - val_acc: 0.6889
Epoch 3514/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5043 - acc: 0.7597 - val_loss: 0.8464 - val_acc: 0.6889
Epoch 3515/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5004 - acc: 0.7708 - val_loss: 0.8691 - val_acc: 0.6722
Epoch 3516/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4972 - acc: 0.7708 - val_loss: 0.8539 - val_acc: 0.6944
Epoch 3517/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4953 - acc: 0.7792 - val_loss: 0.8564 - val_acc: 0.6889
Epoch 3518/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4947 - acc: 0.7778 - val_loss: 0.8615 - val_acc: 0.6944
Epoch 3519/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4952 - acc: 0.7722 - val_loss: 0.8475 - val_acc: 0.7000
Epoch 3520/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4964 - acc: 0.7847 - val_loss: 0.8698 - val_acc: 0.6778
Epoch 3521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4983 - acc: 0.7667 - val_loss: 0.8437 - val_acc: 0.6944
Epoch 3522/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5003 - acc: 0.7708 - val_loss: 0.8790 - val_acc: 0.6833
Epoch 3523/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5028 - acc: 0.7569 - val_loss: 0.8433 - val_acc: 0.6889
Epoch 3524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5044 - acc: 0.7625 - val_loss: 0.8846 - val_acc: 0.6889
Epoch 3525/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5055 - acc: 0.7542 - val_loss: 0.8442 - val_acc: 0.6889
Epoch 3526/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5046 - acc: 0.7667 - val_loss: 0.8817 - val_acc: 0.6889
Epoch 3527/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5027 - acc: 0.7583 - val_loss: 0.8474 - val_acc: 0.6944
Epoch 3528/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4997 - acc: 0.7764 - val_loss: 0.8719 - val_acc: 0.6778
Epoch 3529/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4969 - acc: 0.7681 - val_loss: 0.8531 - val_acc: 0.6944
Epoch 3530/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4947 - acc: 0.7833 - val_loss: 0.8609 - val_acc: 0.6889
Epoch 3531/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4937 - acc: 0.7722 - val_loss: 0.8595 - val_acc: 0.6889
Epoch 3532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4935 - acc: 0.7750 - val_loss: 0.8524 - val_acc: 0.6889
Epoch 3533/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4941 - acc: 0.7819 - val_loss: 0.8666 - val_acc: 0.6778
Epoch 3534/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4952 - acc: 0.7708 - val_loss: 0.8475 - val_acc: 0.7000
Epoch 3535/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4966 - acc: 0.7792 - val_loss: 0.8747 - val_acc: 0.6778
Epoch 3536/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4985 - acc: 0.7653 - val_loss: 0.8445 - val_acc: 0.6889
Epoch 3537/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5004 - acc: 0.7639 - val_loss: 0.8824 - val_acc: 0.6833
Epoch 3538/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5028 - acc: 0.7569 - val_loss: 0.8435 - val_acc: 0.6889
Epoch 3539/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5039 - acc: 0.7708 - val_loss: 0.8867 - val_acc: 0.6889
Epoch 3540/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5048 - acc: 0.7556 - val_loss: 0.8457 - val_acc: 0.6889
Epoch 3541/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5034 - acc: 0.7667 - val_loss: 0.8833 - val_acc: 0.6833
Epoch 3542/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5013 - acc: 0.7569 - val_loss: 0.8504 - val_acc: 0.6889
Epoch 3543/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4981 - acc: 0.7722 - val_loss: 0.8728 - val_acc: 0.6722
Epoch 3544/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4954 - acc: 0.7722 - val_loss: 0.8562 - val_acc: 0.6944
Epoch 3545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4935 - acc: 0.7819 - val_loss: 0.8608 - val_acc: 0.6889
Epoch 3546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4926 - acc: 0.7750 - val_loss: 0.8622 - val_acc: 0.6889
Epoch 3547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4927 - acc: 0.7722 - val_loss: 0.8520 - val_acc: 0.6889
Epoch 3548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4934 - acc: 0.7847 - val_loss: 0.8694 - val_acc: 0.6778
Epoch 3549/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4948 - acc: 0.7708 - val_loss: 0.8476 - val_acc: 0.6944
Epoch 3550/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4966 - acc: 0.7778 - val_loss: 0.8790 - val_acc: 0.6833
Epoch 3551/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4990 - acc: 0.7556 - val_loss: 0.8461 - val_acc: 0.6889
Epoch 3552/15000
720/720 [==============================] - 0s 5us/step - loss: 0.5013 - acc: 0.7667 - val_loss: 0.8888 - val_acc: 0.6833
Epoch 3553/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5040 - acc: 0.7569 - val_loss: 0.8465 - val_acc: 0.6778
Epoch 3554/15000
720/720 [==============================] - 0s 4us/step - loss: 0.5049 - acc: 0.7667 - val_loss: 0.8923 - val_acc: 0.6833
Epoch 3555/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5052 - acc: 0.7569 - val_loss: 0.8486 - val_acc: 0.6778
Epoch 3556/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5024 - acc: 0.7681 - val_loss: 0.8841 - val_acc: 0.6833
Epoch 3557/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4990 - acc: 0.7611 - val_loss: 0.8537 - val_acc: 0.6833
Epoch 3558/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4951 - acc: 0.7792 - val_loss: 0.8695 - val_acc: 0.6833
Epoch 3559/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4926 - acc: 0.7708 - val_loss: 0.8612 - val_acc: 0.6889
Epoch 3560/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4915 - acc: 0.7778 - val_loss: 0.8566 - val_acc: 0.6889
Epoch 3561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4919 - acc: 0.7819 - val_loss: 0.8695 - val_acc: 0.6833
Epoch 3562/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4933 - acc: 0.7694 - val_loss: 0.8492 - val_acc: 0.6944
Epoch 3563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4953 - acc: 0.7750 - val_loss: 0.8797 - val_acc: 0.6833
Epoch 3564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4979 - acc: 0.7611 - val_loss: 0.8470 - val_acc: 0.6944
Epoch 3565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5002 - acc: 0.7681 - val_loss: 0.8898 - val_acc: 0.6833
Epoch 3566/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5029 - acc: 0.7542 - val_loss: 0.8479 - val_acc: 0.6778
Epoch 3567/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5031 - acc: 0.7667 - val_loss: 0.8916 - val_acc: 0.6833
Epoch 3568/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5027 - acc: 0.7569 - val_loss: 0.8507 - val_acc: 0.6833
Epoch 3569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4994 - acc: 0.7694 - val_loss: 0.8818 - val_acc: 0.6778
Epoch 3570/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4961 - acc: 0.7653 - val_loss: 0.8561 - val_acc: 0.6889
Epoch 3571/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4930 - acc: 0.7778 - val_loss: 0.8681 - val_acc: 0.6833
Epoch 3572/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4913 - acc: 0.7694 - val_loss: 0.8634 - val_acc: 0.6889
Epoch 3573/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4911 - acc: 0.7764 - val_loss: 0.8577 - val_acc: 0.7000
Epoch 3574/15000
720/720 [==============================] - 0s 23us/step - loss: 0.4919 - acc: 0.7833 - val_loss: 0.8723 - val_acc: 0.6722
Epoch 3575/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4938 - acc: 0.7667 - val_loss: 0.8534 - val_acc: 0.6889
Epoch 3576/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4957 - acc: 0.7750 - val_loss: 0.8839 - val_acc: 0.6889
Epoch 3577/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4987 - acc: 0.7583 - val_loss: 0.8540 - val_acc: 0.6778
Epoch 3578/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4994 - acc: 0.7708 - val_loss: 0.8910 - val_acc: 0.6722
Epoch 3579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5008 - acc: 0.7597 - val_loss: 0.8546 - val_acc: 0.6722
Epoch 3580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4984 - acc: 0.7694 - val_loss: 0.8860 - val_acc: 0.6833
Epoch 3581/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4964 - acc: 0.7639 - val_loss: 0.8549 - val_acc: 0.6944
Epoch 3582/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4941 - acc: 0.7778 - val_loss: 0.8767 - val_acc: 0.6833
Epoch 3583/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4934 - acc: 0.7778 - val_loss: 0.8580 - val_acc: 0.6889
Epoch 3584/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4944 - acc: 0.7681 - val_loss: 0.8730 - val_acc: 0.6944
Epoch 3585/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4959 - acc: 0.7875 - val_loss: 0.8633 - val_acc: 0.6944
Epoch 3586/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4987 - acc: 0.7639 - val_loss: 0.8738 - val_acc: 0.6889
Epoch 3587/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4985 - acc: 0.7778 - val_loss: 0.8653 - val_acc: 0.6889
Epoch 3588/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4987 - acc: 0.7625 - val_loss: 0.8748 - val_acc: 0.6889
Epoch 3589/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4955 - acc: 0.7792 - val_loss: 0.8585 - val_acc: 0.6944
Epoch 3590/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4935 - acc: 0.7778 - val_loss: 0.8781 - val_acc: 0.6722
Epoch 3591/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4931 - acc: 0.7708 - val_loss: 0.8530 - val_acc: 0.6833
Epoch 3592/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4948 - acc: 0.7722 - val_loss: 0.8874 - val_acc: 0.6778
Epoch 3593/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4984 - acc: 0.7569 - val_loss: 0.8514 - val_acc: 0.6667
Epoch 3594/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5006 - acc: 0.7694 - val_loss: 0.8977 - val_acc: 0.6778
Epoch 3595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5041 - acc: 0.7583 - val_loss: 0.8502 - val_acc: 0.6778
Epoch 3596/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5034 - acc: 0.7667 - val_loss: 0.8980 - val_acc: 0.6889
Epoch 3597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5038 - acc: 0.7667 - val_loss: 0.8544 - val_acc: 0.6833
Epoch 3598/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5031 - acc: 0.7708 - val_loss: 0.8897 - val_acc: 0.6889
Epoch 3599/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5012 - acc: 0.7764 - val_loss: 0.8623 - val_acc: 0.7000
Epoch 3600/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4991 - acc: 0.7681 - val_loss: 0.8750 - val_acc: 0.6889
Epoch 3601/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4945 - acc: 0.7847 - val_loss: 0.8632 - val_acc: 0.6944
Epoch 3602/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4914 - acc: 0.7778 - val_loss: 0.8607 - val_acc: 0.6944
Epoch 3603/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4902 - acc: 0.7833 - val_loss: 0.8679 - val_acc: 0.7000
Epoch 3604/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4913 - acc: 0.7833 - val_loss: 0.8572 - val_acc: 0.6889
Epoch 3605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4934 - acc: 0.7722 - val_loss: 0.8783 - val_acc: 0.6889
Epoch 3606/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4945 - acc: 0.7875 - val_loss: 0.8545 - val_acc: 0.6944
Epoch 3607/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4957 - acc: 0.7778 - val_loss: 0.8873 - val_acc: 0.6833
Epoch 3608/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4972 - acc: 0.7681 - val_loss: 0.8520 - val_acc: 0.6833
Epoch 3609/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5000 - acc: 0.7667 - val_loss: 0.8976 - val_acc: 0.6722
Epoch 3610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5032 - acc: 0.7597 - val_loss: 0.8535 - val_acc: 0.6667
Epoch 3611/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5040 - acc: 0.7681 - val_loss: 0.9022 - val_acc: 0.6722
Epoch 3612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5031 - acc: 0.7597 - val_loss: 0.8562 - val_acc: 0.6833
Epoch 3613/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4984 - acc: 0.7736 - val_loss: 0.8890 - val_acc: 0.6889
Epoch 3614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4941 - acc: 0.7764 - val_loss: 0.8622 - val_acc: 0.6944
Epoch 3615/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4916 - acc: 0.7736 - val_loss: 0.8722 - val_acc: 0.6944
Epoch 3616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4904 - acc: 0.7958 - val_loss: 0.8706 - val_acc: 0.7000
Epoch 3617/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4899 - acc: 0.7736 - val_loss: 0.8607 - val_acc: 0.7000
Epoch 3618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4894 - acc: 0.7833 - val_loss: 0.8770 - val_acc: 0.6778
Epoch 3619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4903 - acc: 0.7722 - val_loss: 0.8540 - val_acc: 0.7000
Epoch 3620/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4925 - acc: 0.7806 - val_loss: 0.8832 - val_acc: 0.6833
Epoch 3621/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4952 - acc: 0.7833 - val_loss: 0.8512 - val_acc: 0.6944
Epoch 3622/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4974 - acc: 0.7694 - val_loss: 0.8886 - val_acc: 0.6833
Epoch 3623/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4976 - acc: 0.7792 - val_loss: 0.8508 - val_acc: 0.6889
Epoch 3624/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4968 - acc: 0.7722 - val_loss: 0.8894 - val_acc: 0.6778
Epoch 3625/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4956 - acc: 0.7639 - val_loss: 0.8541 - val_acc: 0.6833
Epoch 3626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4938 - acc: 0.7722 - val_loss: 0.8845 - val_acc: 0.6778
Epoch 3627/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4922 - acc: 0.7639 - val_loss: 0.8591 - val_acc: 0.6889
Epoch 3628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4897 - acc: 0.7792 - val_loss: 0.8757 - val_acc: 0.6833
Epoch 3629/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4877 - acc: 0.7708 - val_loss: 0.8669 - val_acc: 0.6889
Epoch 3630/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4867 - acc: 0.7819 - val_loss: 0.8670 - val_acc: 0.6889
Epoch 3631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4867 - acc: 0.7875 - val_loss: 0.8730 - val_acc: 0.6833
Epoch 3632/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4874 - acc: 0.7736 - val_loss: 0.8602 - val_acc: 0.6889
Epoch 3633/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4880 - acc: 0.7806 - val_loss: 0.8775 - val_acc: 0.6833
Epoch 3634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4887 - acc: 0.7736 - val_loss: 0.8559 - val_acc: 0.6889
Epoch 3635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4895 - acc: 0.7806 - val_loss: 0.8828 - val_acc: 0.6778
Epoch 3636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4910 - acc: 0.7681 - val_loss: 0.8540 - val_acc: 0.7000
Epoch 3637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4928 - acc: 0.7750 - val_loss: 0.8891 - val_acc: 0.6833
Epoch 3638/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4949 - acc: 0.7750 - val_loss: 0.8523 - val_acc: 0.6889
Epoch 3639/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4965 - acc: 0.7708 - val_loss: 0.8942 - val_acc: 0.6833
Epoch 3640/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4975 - acc: 0.7722 - val_loss: 0.8526 - val_acc: 0.6778
Epoch 3641/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4975 - acc: 0.7722 - val_loss: 0.8960 - val_acc: 0.6889
Epoch 3642/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4969 - acc: 0.7625 - val_loss: 0.8561 - val_acc: 0.6833
Epoch 3643/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4947 - acc: 0.7708 - val_loss: 0.8904 - val_acc: 0.6833
Epoch 3644/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4920 - acc: 0.7681 - val_loss: 0.8612 - val_acc: 0.6889
Epoch 3645/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4888 - acc: 0.7819 - val_loss: 0.8777 - val_acc: 0.6778
Epoch 3646/15000
720/720 [==============================] - 0s 7us/step - loss: 0.4865 - acc: 0.7722 - val_loss: 0.8681 - val_acc: 0.6889
Epoch 3647/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4855 - acc: 0.7833 - val_loss: 0.8661 - val_acc: 0.6944
Epoch 3648/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4855 - acc: 0.7875 - val_loss: 0.8749 - val_acc: 0.6833
Epoch 3649/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4864 - acc: 0.7778 - val_loss: 0.8588 - val_acc: 0.6944
Epoch 3650/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4875 - acc: 0.7833 - val_loss: 0.8826 - val_acc: 0.6778
Epoch 3651/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4891 - acc: 0.7708 - val_loss: 0.8548 - val_acc: 0.7000
Epoch 3652/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4910 - acc: 0.7736 - val_loss: 0.8913 - val_acc: 0.6833
Epoch 3653/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4936 - acc: 0.7694 - val_loss: 0.8528 - val_acc: 0.6889
Epoch 3654/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4960 - acc: 0.7708 - val_loss: 0.8978 - val_acc: 0.6889
Epoch 3655/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4979 - acc: 0.7694 - val_loss: 0.8530 - val_acc: 0.6833
Epoch 3656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4979 - acc: 0.7708 - val_loss: 0.8969 - val_acc: 0.6833
Epoch 3657/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4962 - acc: 0.7736 - val_loss: 0.8567 - val_acc: 0.6889
Epoch 3658/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4928 - acc: 0.7750 - val_loss: 0.8877 - val_acc: 0.6778
Epoch 3659/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4893 - acc: 0.7708 - val_loss: 0.8638 - val_acc: 0.6944
Epoch 3660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4864 - acc: 0.7819 - val_loss: 0.8752 - val_acc: 0.6833
Epoch 3661/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4849 - acc: 0.7722 - val_loss: 0.8721 - val_acc: 0.6833
Epoch 3662/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4845 - acc: 0.7806 - val_loss: 0.8642 - val_acc: 0.6833
Epoch 3663/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4851 - acc: 0.7833 - val_loss: 0.8803 - val_acc: 0.6833
Epoch 3664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4865 - acc: 0.7764 - val_loss: 0.8570 - val_acc: 0.7000
Epoch 3665/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4884 - acc: 0.7736 - val_loss: 0.8890 - val_acc: 0.6778
Epoch 3666/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4908 - acc: 0.7681 - val_loss: 0.8538 - val_acc: 0.6889
Epoch 3667/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4932 - acc: 0.7708 - val_loss: 0.8981 - val_acc: 0.6833
Epoch 3668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4957 - acc: 0.7611 - val_loss: 0.8538 - val_acc: 0.6833
Epoch 3669/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4965 - acc: 0.7708 - val_loss: 0.9012 - val_acc: 0.6889
Epoch 3670/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4964 - acc: 0.7625 - val_loss: 0.8569 - val_acc: 0.6833
Epoch 3671/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4939 - acc: 0.7694 - val_loss: 0.8935 - val_acc: 0.6778
Epoch 3672/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4905 - acc: 0.7736 - val_loss: 0.8635 - val_acc: 0.7000
Epoch 3673/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4870 - acc: 0.7792 - val_loss: 0.8795 - val_acc: 0.6778
Epoch 3674/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4846 - acc: 0.7792 - val_loss: 0.8719 - val_acc: 0.6889
Epoch 3675/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4836 - acc: 0.7833 - val_loss: 0.8668 - val_acc: 0.6889
Epoch 3676/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4838 - acc: 0.7875 - val_loss: 0.8802 - val_acc: 0.6833
Epoch 3677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4850 - acc: 0.7750 - val_loss: 0.8590 - val_acc: 0.6944
Epoch 3678/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4867 - acc: 0.7764 - val_loss: 0.8893 - val_acc: 0.6778
Epoch 3679/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4890 - acc: 0.7694 - val_loss: 0.8554 - val_acc: 0.6889
Epoch 3680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4912 - acc: 0.7667 - val_loss: 0.8974 - val_acc: 0.6833
Epoch 3681/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4935 - acc: 0.7708 - val_loss: 0.8546 - val_acc: 0.6889
Epoch 3682/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4944 - acc: 0.7694 - val_loss: 0.8995 - val_acc: 0.6889
Epoch 3683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4944 - acc: 0.7694 - val_loss: 0.8569 - val_acc: 0.6833
Epoch 3684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4925 - acc: 0.7736 - val_loss: 0.8933 - val_acc: 0.6778
Epoch 3685/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4897 - acc: 0.7736 - val_loss: 0.8629 - val_acc: 0.7000
Epoch 3686/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4868 - acc: 0.7861 - val_loss: 0.8824 - val_acc: 0.6778
Epoch 3687/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4845 - acc: 0.7750 - val_loss: 0.8708 - val_acc: 0.6944
Epoch 3688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4833 - acc: 0.7875 - val_loss: 0.8714 - val_acc: 0.6889
Epoch 3689/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4831 - acc: 0.7833 - val_loss: 0.8785 - val_acc: 0.6889
Epoch 3690/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4836 - acc: 0.7792 - val_loss: 0.8632 - val_acc: 0.6833
Epoch 3691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4846 - acc: 0.7889 - val_loss: 0.8865 - val_acc: 0.6778
Epoch 3692/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4862 - acc: 0.7764 - val_loss: 0.8586 - val_acc: 0.6889
Epoch 3693/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4877 - acc: 0.7708 - val_loss: 0.8948 - val_acc: 0.6778
Epoch 3694/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4899 - acc: 0.7667 - val_loss: 0.8568 - val_acc: 0.6889
Epoch 3695/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4912 - acc: 0.7681 - val_loss: 0.9015 - val_acc: 0.6833
Epoch 3696/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4929 - acc: 0.7611 - val_loss: 0.8578 - val_acc: 0.6889
Epoch 3697/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4928 - acc: 0.7736 - val_loss: 0.9020 - val_acc: 0.6833
Epoch 3698/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4922 - acc: 0.7653 - val_loss: 0.8615 - val_acc: 0.6778
Epoch 3699/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4902 - acc: 0.7750 - val_loss: 0.8944 - val_acc: 0.6722
Epoch 3700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4878 - acc: 0.7750 - val_loss: 0.8675 - val_acc: 0.6944
Epoch 3701/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4858 - acc: 0.7889 - val_loss: 0.8828 - val_acc: 0.6833
Epoch 3702/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4844 - acc: 0.7847 - val_loss: 0.8747 - val_acc: 0.6889
Epoch 3703/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4840 - acc: 0.7847 - val_loss: 0.8728 - val_acc: 0.6889
Epoch 3704/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4841 - acc: 0.7819 - val_loss: 0.8831 - val_acc: 0.6889
Epoch 3705/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4851 - acc: 0.7750 - val_loss: 0.8666 - val_acc: 0.6778
Epoch 3706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4856 - acc: 0.7792 - val_loss: 0.8914 - val_acc: 0.6778
Epoch 3707/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4869 - acc: 0.7736 - val_loss: 0.8626 - val_acc: 0.6778
Epoch 3708/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4871 - acc: 0.7806 - val_loss: 0.8972 - val_acc: 0.6833
Epoch 3709/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4883 - acc: 0.7736 - val_loss: 0.8600 - val_acc: 0.6889
Epoch 3710/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4889 - acc: 0.7708 - val_loss: 0.9009 - val_acc: 0.6833
Epoch 3711/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4905 - acc: 0.7722 - val_loss: 0.8598 - val_acc: 0.6889
Epoch 3712/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4920 - acc: 0.7736 - val_loss: 0.9030 - val_acc: 0.6833
Epoch 3713/15000
720/720 [==============================] - 0s 7us/step - loss: 0.4931 - acc: 0.7736 - val_loss: 0.8629 - val_acc: 0.6889
Epoch 3714/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4939 - acc: 0.7806 - val_loss: 0.9009 - val_acc: 0.6833
Epoch 3715/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4925 - acc: 0.7764 - val_loss: 0.8676 - val_acc: 0.6889
Epoch 3716/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4907 - acc: 0.7861 - val_loss: 0.8921 - val_acc: 0.6778
Epoch 3717/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4874 - acc: 0.7764 - val_loss: 0.8724 - val_acc: 0.6944
Epoch 3718/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4844 - acc: 0.7917 - val_loss: 0.8806 - val_acc: 0.6778
Epoch 3719/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4820 - acc: 0.7875 - val_loss: 0.8779 - val_acc: 0.6889
Epoch 3720/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4807 - acc: 0.7861 - val_loss: 0.8715 - val_acc: 0.7000
Epoch 3721/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4808 - acc: 0.7861 - val_loss: 0.8847 - val_acc: 0.6778
Epoch 3722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4820 - acc: 0.7889 - val_loss: 0.8656 - val_acc: 0.7000
Epoch 3723/15000
720/720 [==============================] - 0s 1us/step - loss: 0.4840 - acc: 0.7847 - val_loss: 0.8933 - val_acc: 0.6833
Epoch 3724/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4863 - acc: 0.7778 - val_loss: 0.8615 - val_acc: 0.7000
Epoch 3725/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4890 - acc: 0.7847 - val_loss: 0.9032 - val_acc: 0.6889
Epoch 3726/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4915 - acc: 0.7694 - val_loss: 0.8590 - val_acc: 0.6778
Epoch 3727/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4938 - acc: 0.7750 - val_loss: 0.9117 - val_acc: 0.6889
Epoch 3728/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4955 - acc: 0.7625 - val_loss: 0.8598 - val_acc: 0.6833
Epoch 3729/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4944 - acc: 0.7708 - val_loss: 0.9107 - val_acc: 0.6833
Epoch 3730/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4926 - acc: 0.7625 - val_loss: 0.8656 - val_acc: 0.6833
Epoch 3731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4875 - acc: 0.7750 - val_loss: 0.8963 - val_acc: 0.6778
Epoch 3732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4835 - acc: 0.7736 - val_loss: 0.8773 - val_acc: 0.6889
Epoch 3733/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4807 - acc: 0.7889 - val_loss: 0.8784 - val_acc: 0.6944
Epoch 3734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4803 - acc: 0.7917 - val_loss: 0.8896 - val_acc: 0.6778
Epoch 3735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4817 - acc: 0.7778 - val_loss: 0.8654 - val_acc: 0.6889
Epoch 3736/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4841 - acc: 0.7833 - val_loss: 0.8994 - val_acc: 0.6833
Epoch 3737/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4871 - acc: 0.7653 - val_loss: 0.8593 - val_acc: 0.6778
Epoch 3738/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4894 - acc: 0.7736 - val_loss: 0.9084 - val_acc: 0.6833
Epoch 3739/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4922 - acc: 0.7625 - val_loss: 0.8595 - val_acc: 0.6889
Epoch 3740/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4913 - acc: 0.7708 - val_loss: 0.9069 - val_acc: 0.6833
Epoch 3741/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4898 - acc: 0.7681 - val_loss: 0.8650 - val_acc: 0.6889
Epoch 3742/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4855 - acc: 0.7722 - val_loss: 0.8932 - val_acc: 0.6833
Epoch 3743/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4818 - acc: 0.7847 - val_loss: 0.8755 - val_acc: 0.7000
Epoch 3744/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4795 - acc: 0.7875 - val_loss: 0.8787 - val_acc: 0.6889
Epoch 3745/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4789 - acc: 0.7889 - val_loss: 0.8863 - val_acc: 0.6889
Epoch 3746/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4798 - acc: 0.7819 - val_loss: 0.8682 - val_acc: 0.6944
Epoch 3747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4814 - acc: 0.7819 - val_loss: 0.8965 - val_acc: 0.6778
Epoch 3748/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4838 - acc: 0.7722 - val_loss: 0.8626 - val_acc: 0.6778
Epoch 3749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4855 - acc: 0.7736 - val_loss: 0.9041 - val_acc: 0.6833
Epoch 3750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4875 - acc: 0.7708 - val_loss: 0.8618 - val_acc: 0.6889
Epoch 3751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4876 - acc: 0.7708 - val_loss: 0.9036 - val_acc: 0.6778
Epoch 3752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4872 - acc: 0.7819 - val_loss: 0.8648 - val_acc: 0.6944
Epoch 3753/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4857 - acc: 0.7764 - val_loss: 0.8966 - val_acc: 0.6889
Epoch 3754/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4837 - acc: 0.7875 - val_loss: 0.8706 - val_acc: 0.6944
Epoch 3755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4820 - acc: 0.7819 - val_loss: 0.8872 - val_acc: 0.6833
Epoch 3756/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4803 - acc: 0.7917 - val_loss: 0.8772 - val_acc: 0.6889
Epoch 3757/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4792 - acc: 0.7875 - val_loss: 0.8790 - val_acc: 0.6833
Epoch 3758/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4785 - acc: 0.7875 - val_loss: 0.8835 - val_acc: 0.6944
Epoch 3759/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4783 - acc: 0.7847 - val_loss: 0.8728 - val_acc: 0.6833
Epoch 3760/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4785 - acc: 0.7875 - val_loss: 0.8892 - val_acc: 0.6833
Epoch 3761/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4791 - acc: 0.7861 - val_loss: 0.8686 - val_acc: 0.6944
Epoch 3762/15000
720/720 [==============================] - 0s 16us/step - loss: 0.4802 - acc: 0.7819 - val_loss: 0.8958 - val_acc: 0.6833
Epoch 3763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4818 - acc: 0.7875 - val_loss: 0.8652 - val_acc: 0.6944
Epoch 3764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4839 - acc: 0.7806 - val_loss: 0.9041 - val_acc: 0.6833
Epoch 3765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4863 - acc: 0.7750 - val_loss: 0.8629 - val_acc: 0.6833
Epoch 3766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4889 - acc: 0.7778 - val_loss: 0.9134 - val_acc: 0.6889
Epoch 3767/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4913 - acc: 0.7681 - val_loss: 0.8636 - val_acc: 0.6833
Epoch 3768/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4924 - acc: 0.7722 - val_loss: 0.9170 - val_acc: 0.6833
Epoch 3769/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4919 - acc: 0.7639 - val_loss: 0.8679 - val_acc: 0.6722
Epoch 3770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4885 - acc: 0.7806 - val_loss: 0.9070 - val_acc: 0.6722
Epoch 3771/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4840 - acc: 0.7694 - val_loss: 0.8758 - val_acc: 0.6944
Epoch 3772/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4795 - acc: 0.7917 - val_loss: 0.8885 - val_acc: 0.6778
Epoch 3773/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4768 - acc: 0.7833 - val_loss: 0.8866 - val_acc: 0.6778
Epoch 3774/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4765 - acc: 0.7931 - val_loss: 0.8730 - val_acc: 0.6889
Epoch 3775/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4780 - acc: 0.7861 - val_loss: 0.8978 - val_acc: 0.6833
Epoch 3776/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4807 - acc: 0.7792 - val_loss: 0.8648 - val_acc: 0.6944
Epoch 3777/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4840 - acc: 0.7778 - val_loss: 0.9097 - val_acc: 0.6833
Epoch 3778/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4875 - acc: 0.7625 - val_loss: 0.8633 - val_acc: 0.6889
Epoch 3779/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4897 - acc: 0.7750 - val_loss: 0.9173 - val_acc: 0.6778
Epoch 3780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4909 - acc: 0.7639 - val_loss: 0.8659 - val_acc: 0.6778
Epoch 3781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4883 - acc: 0.7750 - val_loss: 0.9100 - val_acc: 0.6833
Epoch 3782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4845 - acc: 0.7722 - val_loss: 0.8725 - val_acc: 0.6833
Epoch 3783/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4796 - acc: 0.7792 - val_loss: 0.8925 - val_acc: 0.6833
Epoch 3784/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4764 - acc: 0.7889 - val_loss: 0.8840 - val_acc: 0.6889
Epoch 3785/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4755 - acc: 0.7917 - val_loss: 0.8778 - val_acc: 0.6944
Epoch 3786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4764 - acc: 0.7889 - val_loss: 0.8957 - val_acc: 0.6778
Epoch 3787/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4784 - acc: 0.7806 - val_loss: 0.8696 - val_acc: 0.6889
Epoch 3788/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4809 - acc: 0.7833 - val_loss: 0.9068 - val_acc: 0.6778
Epoch 3789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4834 - acc: 0.7639 - val_loss: 0.8672 - val_acc: 0.6778
Epoch 3790/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4849 - acc: 0.7806 - val_loss: 0.9128 - val_acc: 0.6833
Epoch 3791/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4858 - acc: 0.7653 - val_loss: 0.8672 - val_acc: 0.6889
Epoch 3792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4845 - acc: 0.7722 - val_loss: 0.9078 - val_acc: 0.6778
Epoch 3793/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4827 - acc: 0.7764 - val_loss: 0.8700 - val_acc: 0.6944
Epoch 3794/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4801 - acc: 0.7806 - val_loss: 0.8963 - val_acc: 0.6833
Epoch 3795/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4780 - acc: 0.7889 - val_loss: 0.8772 - val_acc: 0.6944
Epoch 3796/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4767 - acc: 0.7847 - val_loss: 0.8862 - val_acc: 0.7000
Epoch 3797/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4759 - acc: 0.7931 - val_loss: 0.8857 - val_acc: 0.6833
Epoch 3798/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4757 - acc: 0.7875 - val_loss: 0.8792 - val_acc: 0.6944
Epoch 3799/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4757 - acc: 0.7944 - val_loss: 0.8933 - val_acc: 0.6778
Epoch 3800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4760 - acc: 0.7764 - val_loss: 0.8741 - val_acc: 0.6889
Epoch 3801/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4766 - acc: 0.7847 - val_loss: 0.8996 - val_acc: 0.6778
Epoch 3802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4777 - acc: 0.7792 - val_loss: 0.8696 - val_acc: 0.6833
Epoch 3803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4791 - acc: 0.7764 - val_loss: 0.9055 - val_acc: 0.6778
Epoch 3804/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4813 - acc: 0.7819 - val_loss: 0.8656 - val_acc: 0.6889
Epoch 3805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4834 - acc: 0.7764 - val_loss: 0.9116 - val_acc: 0.6778
Epoch 3806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4857 - acc: 0.7750 - val_loss: 0.8648 - val_acc: 0.6889
Epoch 3807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4860 - acc: 0.7736 - val_loss: 0.9142 - val_acc: 0.6778
Epoch 3808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4856 - acc: 0.7736 - val_loss: 0.8689 - val_acc: 0.6889
Epoch 3809/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4827 - acc: 0.7708 - val_loss: 0.9082 - val_acc: 0.6778
Epoch 3810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4799 - acc: 0.7736 - val_loss: 0.8766 - val_acc: 0.6889
Epoch 3811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4769 - acc: 0.7889 - val_loss: 0.8956 - val_acc: 0.6778
Epoch 3812/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4750 - acc: 0.7806 - val_loss: 0.8844 - val_acc: 0.6944
Epoch 3813/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4742 - acc: 0.7903 - val_loss: 0.8824 - val_acc: 0.6889
Epoch 3814/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4744 - acc: 0.7889 - val_loss: 0.8918 - val_acc: 0.6889
Epoch 3815/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4750 - acc: 0.7875 - val_loss: 0.8732 - val_acc: 0.6778
Epoch 3816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4762 - acc: 0.7875 - val_loss: 0.9012 - val_acc: 0.6778
Epoch 3817/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4780 - acc: 0.7833 - val_loss: 0.8693 - val_acc: 0.6778
Epoch 3818/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4799 - acc: 0.7819 - val_loss: 0.9140 - val_acc: 0.6833
Epoch 3819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4834 - acc: 0.7694 - val_loss: 0.8699 - val_acc: 0.6778
Epoch 3820/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4852 - acc: 0.7764 - val_loss: 0.9251 - val_acc: 0.6722
Epoch 3821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4883 - acc: 0.7611 - val_loss: 0.8729 - val_acc: 0.6778
Epoch 3822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4868 - acc: 0.7764 - val_loss: 0.9224 - val_acc: 0.6722
Epoch 3823/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4847 - acc: 0.7639 - val_loss: 0.8767 - val_acc: 0.6778
Epoch 3824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4801 - acc: 0.7931 - val_loss: 0.9058 - val_acc: 0.6778
Epoch 3825/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4764 - acc: 0.7819 - val_loss: 0.8846 - val_acc: 0.6944
Epoch 3826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4748 - acc: 0.7917 - val_loss: 0.8902 - val_acc: 0.6833
Epoch 3827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4753 - acc: 0.7903 - val_loss: 0.8966 - val_acc: 0.6778
Epoch 3828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4784 - acc: 0.7792 - val_loss: 0.8842 - val_acc: 0.6778
Epoch 3829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4804 - acc: 0.7806 - val_loss: 0.9105 - val_acc: 0.6722
Epoch 3830/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4845 - acc: 0.7736 - val_loss: 0.8827 - val_acc: 0.6778
Epoch 3831/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4812 - acc: 0.7806 - val_loss: 0.9102 - val_acc: 0.6778
Epoch 3832/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4790 - acc: 0.7806 - val_loss: 0.8809 - val_acc: 0.6778
Epoch 3833/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4751 - acc: 0.7875 - val_loss: 0.9015 - val_acc: 0.6833
Epoch 3834/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4746 - acc: 0.7958 - val_loss: 0.8829 - val_acc: 0.6833
Epoch 3835/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4772 - acc: 0.7847 - val_loss: 0.9013 - val_acc: 0.6889
Epoch 3836/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4797 - acc: 0.7986 - val_loss: 0.8816 - val_acc: 0.6889
Epoch 3837/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4823 - acc: 0.7750 - val_loss: 0.9047 - val_acc: 0.6889
Epoch 3838/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4807 - acc: 0.7944 - val_loss: 0.8760 - val_acc: 0.6944
Epoch 3839/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4808 - acc: 0.7889 - val_loss: 0.9161 - val_acc: 0.6722
Epoch 3840/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4827 - acc: 0.7764 - val_loss: 0.8754 - val_acc: 0.6778
Epoch 3841/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4870 - acc: 0.7792 - val_loss: 0.9345 - val_acc: 0.6611
Epoch 3842/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4917 - acc: 0.7625 - val_loss: 0.8768 - val_acc: 0.6778
Epoch 3843/15000
720/720 [==============================] - 0s 29us/step - loss: 0.4906 - acc: 0.7750 - val_loss: 0.9315 - val_acc: 0.6778
Epoch 3844/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4873 - acc: 0.7681 - val_loss: 0.8771 - val_acc: 0.6889
Epoch 3845/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4824 - acc: 0.7806 - val_loss: 0.9111 - val_acc: 0.6833
Epoch 3846/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4797 - acc: 0.7931 - val_loss: 0.8877 - val_acc: 0.6833
Epoch 3847/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4784 - acc: 0.7847 - val_loss: 0.8929 - val_acc: 0.7000
Epoch 3848/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4749 - acc: 0.8000 - val_loss: 0.8947 - val_acc: 0.6833
Epoch 3849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4724 - acc: 0.7833 - val_loss: 0.8787 - val_acc: 0.6944
Epoch 3850/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4726 - acc: 0.7917 - val_loss: 0.9010 - val_acc: 0.6889
Epoch 3851/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4759 - acc: 0.7958 - val_loss: 0.8733 - val_acc: 0.6944
Epoch 3852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4805 - acc: 0.7736 - val_loss: 0.9107 - val_acc: 0.6889
Epoch 3853/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4822 - acc: 0.7917 - val_loss: 0.8703 - val_acc: 0.6944
Epoch 3854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4827 - acc: 0.7764 - val_loss: 0.9204 - val_acc: 0.6833
Epoch 3855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4830 - acc: 0.7722 - val_loss: 0.8717 - val_acc: 0.6778
Epoch 3856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4832 - acc: 0.7764 - val_loss: 0.9225 - val_acc: 0.6722
Epoch 3857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4835 - acc: 0.7681 - val_loss: 0.8762 - val_acc: 0.6778
Epoch 3858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4790 - acc: 0.7875 - val_loss: 0.9127 - val_acc: 0.6833
Epoch 3859/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4745 - acc: 0.7833 - val_loss: 0.8878 - val_acc: 0.6944
Epoch 3860/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4716 - acc: 0.7875 - val_loss: 0.8970 - val_acc: 0.6833
Epoch 3861/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4713 - acc: 0.7944 - val_loss: 0.8987 - val_acc: 0.6778
Epoch 3862/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4720 - acc: 0.7833 - val_loss: 0.8846 - val_acc: 0.6833
Epoch 3863/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4716 - acc: 0.7917 - val_loss: 0.8993 - val_acc: 0.6833
Epoch 3864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4716 - acc: 0.7833 - val_loss: 0.8761 - val_acc: 0.6833
Epoch 3865/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4728 - acc: 0.7819 - val_loss: 0.9048 - val_acc: 0.6833
Epoch 3866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4751 - acc: 0.7931 - val_loss: 0.8745 - val_acc: 0.6889
Epoch 3867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4777 - acc: 0.7819 - val_loss: 0.9141 - val_acc: 0.6889
Epoch 3868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4790 - acc: 0.7903 - val_loss: 0.8727 - val_acc: 0.6889
Epoch 3869/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4803 - acc: 0.7778 - val_loss: 0.9224 - val_acc: 0.6833
Epoch 3870/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4819 - acc: 0.7694 - val_loss: 0.8736 - val_acc: 0.6778
Epoch 3871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4823 - acc: 0.7806 - val_loss: 0.9254 - val_acc: 0.6778
Epoch 3872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4818 - acc: 0.7694 - val_loss: 0.8779 - val_acc: 0.6778
Epoch 3873/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4781 - acc: 0.7875 - val_loss: 0.9145 - val_acc: 0.6778
Epoch 3874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4743 - acc: 0.7806 - val_loss: 0.8854 - val_acc: 0.6944
Epoch 3875/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4714 - acc: 0.7875 - val_loss: 0.8982 - val_acc: 0.6833
Epoch 3876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4699 - acc: 0.7972 - val_loss: 0.8932 - val_acc: 0.6778
Epoch 3877/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4694 - acc: 0.7903 - val_loss: 0.8854 - val_acc: 0.7000
Epoch 3878/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4692 - acc: 0.7944 - val_loss: 0.8988 - val_acc: 0.6833
Epoch 3879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4698 - acc: 0.7861 - val_loss: 0.8785 - val_acc: 0.6889
Epoch 3880/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4712 - acc: 0.7903 - val_loss: 0.9069 - val_acc: 0.6833
Epoch 3881/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4734 - acc: 0.7944 - val_loss: 0.8757 - val_acc: 0.6889
Epoch 3882/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4759 - acc: 0.7833 - val_loss: 0.9166 - val_acc: 0.6778
Epoch 3883/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4780 - acc: 0.7889 - val_loss: 0.8730 - val_acc: 0.6889
Epoch 3884/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4799 - acc: 0.7764 - val_loss: 0.9252 - val_acc: 0.6833
Epoch 3885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4815 - acc: 0.7764 - val_loss: 0.8742 - val_acc: 0.6889
Epoch 3886/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4814 - acc: 0.7778 - val_loss: 0.9261 - val_acc: 0.6833
Epoch 3887/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4804 - acc: 0.7708 - val_loss: 0.8780 - val_acc: 0.6778
Epoch 3888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4768 - acc: 0.7861 - val_loss: 0.9155 - val_acc: 0.6778
Epoch 3889/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4730 - acc: 0.7847 - val_loss: 0.8865 - val_acc: 0.6833
Epoch 3890/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4697 - acc: 0.7889 - val_loss: 0.8987 - val_acc: 0.6778
Epoch 3891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4680 - acc: 0.7986 - val_loss: 0.8966 - val_acc: 0.6833
Epoch 3892/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4677 - acc: 0.7931 - val_loss: 0.8861 - val_acc: 0.6944
Epoch 3893/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4684 - acc: 0.7903 - val_loss: 0.9047 - val_acc: 0.6833
Epoch 3894/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4698 - acc: 0.7903 - val_loss: 0.8779 - val_acc: 0.6833
Epoch 3895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4715 - acc: 0.7861 - val_loss: 0.9129 - val_acc: 0.6778
Epoch 3896/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4740 - acc: 0.7875 - val_loss: 0.8740 - val_acc: 0.6944
Epoch 3897/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4766 - acc: 0.7792 - val_loss: 0.9213 - val_acc: 0.6778
Epoch 3898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4789 - acc: 0.7875 - val_loss: 0.8735 - val_acc: 0.6944
Epoch 3899/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4800 - acc: 0.7778 - val_loss: 0.9246 - val_acc: 0.6833
Epoch 3900/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4796 - acc: 0.7819 - val_loss: 0.8768 - val_acc: 0.6944
Epoch 3901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4774 - acc: 0.7847 - val_loss: 0.9195 - val_acc: 0.6778
Epoch 3902/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4744 - acc: 0.7806 - val_loss: 0.8839 - val_acc: 0.6833
Epoch 3903/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4712 - acc: 0.7917 - val_loss: 0.9067 - val_acc: 0.6778
Epoch 3904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4686 - acc: 0.7889 - val_loss: 0.8930 - val_acc: 0.6944
Epoch 3905/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4670 - acc: 0.7931 - val_loss: 0.8932 - val_acc: 0.6833
Epoch 3906/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4666 - acc: 0.7931 - val_loss: 0.9021 - val_acc: 0.6833
Epoch 3907/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4673 - acc: 0.7931 - val_loss: 0.8828 - val_acc: 0.6833
Epoch 3908/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4687 - acc: 0.7931 - val_loss: 0.9109 - val_acc: 0.6778
Epoch 3909/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4707 - acc: 0.7861 - val_loss: 0.8773 - val_acc: 0.6833
Epoch 3910/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4727 - acc: 0.7861 - val_loss: 0.9203 - val_acc: 0.6833
Epoch 3911/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4753 - acc: 0.7819 - val_loss: 0.8750 - val_acc: 0.6944
Epoch 3912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4772 - acc: 0.7792 - val_loss: 0.9270 - val_acc: 0.6833
Epoch 3913/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4789 - acc: 0.7819 - val_loss: 0.8763 - val_acc: 0.6944
Epoch 3914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4788 - acc: 0.7792 - val_loss: 0.9254 - val_acc: 0.6833
Epoch 3915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4773 - acc: 0.7875 - val_loss: 0.8818 - val_acc: 0.6889
Epoch 3916/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4746 - acc: 0.7931 - val_loss: 0.9148 - val_acc: 0.6833
Epoch 3917/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4713 - acc: 0.7903 - val_loss: 0.8900 - val_acc: 0.6944
Epoch 3918/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4688 - acc: 0.7958 - val_loss: 0.9011 - val_acc: 0.6778
Epoch 3919/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4674 - acc: 0.7958 - val_loss: 0.8988 - val_acc: 0.7056
Epoch 3920/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4672 - acc: 0.7917 - val_loss: 0.8890 - val_acc: 0.6778
Epoch 3921/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4679 - acc: 0.7931 - val_loss: 0.9083 - val_acc: 0.6944
Epoch 3922/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4690 - acc: 0.7833 - val_loss: 0.8818 - val_acc: 0.6833
Epoch 3923/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4703 - acc: 0.7903 - val_loss: 0.9172 - val_acc: 0.6778
Epoch 3924/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4720 - acc: 0.7847 - val_loss: 0.8781 - val_acc: 0.6833
Epoch 3925/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4733 - acc: 0.7861 - val_loss: 0.9249 - val_acc: 0.6833
Epoch 3926/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4754 - acc: 0.7792 - val_loss: 0.8779 - val_acc: 0.6778
Epoch 3927/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4766 - acc: 0.7903 - val_loss: 0.9297 - val_acc: 0.6778
Epoch 3928/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4776 - acc: 0.7764 - val_loss: 0.8815 - val_acc: 0.6833
Epoch 3929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4774 - acc: 0.7833 - val_loss: 0.9261 - val_acc: 0.6778
Epoch 3930/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4759 - acc: 0.7847 - val_loss: 0.8884 - val_acc: 0.6833
Epoch 3931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4741 - acc: 0.7917 - val_loss: 0.9151 - val_acc: 0.6778
Epoch 3932/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4714 - acc: 0.7917 - val_loss: 0.8962 - val_acc: 0.6889
Epoch 3933/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4694 - acc: 0.7972 - val_loss: 0.9004 - val_acc: 0.6722
Epoch 3934/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4675 - acc: 0.7875 - val_loss: 0.9041 - val_acc: 0.6889
Epoch 3935/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4666 - acc: 0.7903 - val_loss: 0.8894 - val_acc: 0.6833
Epoch 3936/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4664 - acc: 0.7931 - val_loss: 0.9125 - val_acc: 0.6833
Epoch 3937/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4674 - acc: 0.7903 - val_loss: 0.8826 - val_acc: 0.6833
Epoch 3938/15000
720/720 [==============================] - 0s 31us/step - loss: 0.4692 - acc: 0.7903 - val_loss: 0.9220 - val_acc: 0.6778
Epoch 3939/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4721 - acc: 0.7875 - val_loss: 0.8793 - val_acc: 0.6944
Epoch 3940/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4755 - acc: 0.7847 - val_loss: 0.9313 - val_acc: 0.6833
Epoch 3941/15000
720/720 [==============================] - 0s 16us/step - loss: 0.4785 - acc: 0.7833 - val_loss: 0.8785 - val_acc: 0.6889
Epoch 3942/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4805 - acc: 0.7806 - val_loss: 0.9332 - val_acc: 0.6833
Epoch 3943/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4796 - acc: 0.7778 - val_loss: 0.8813 - val_acc: 0.6944
Epoch 3944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4763 - acc: 0.7847 - val_loss: 0.9240 - val_acc: 0.6833
Epoch 3945/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4715 - acc: 0.7833 - val_loss: 0.8892 - val_acc: 0.6889
Epoch 3946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4668 - acc: 0.7944 - val_loss: 0.9074 - val_acc: 0.6778
Epoch 3947/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4640 - acc: 0.8000 - val_loss: 0.9020 - val_acc: 0.6778
Epoch 3948/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4634 - acc: 0.8028 - val_loss: 0.8937 - val_acc: 0.6944
Epoch 3949/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4648 - acc: 0.7903 - val_loss: 0.9139 - val_acc: 0.6778
Epoch 3950/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4670 - acc: 0.7958 - val_loss: 0.8847 - val_acc: 0.6778
Epoch 3951/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4697 - acc: 0.7931 - val_loss: 0.9231 - val_acc: 0.6722
Epoch 3952/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4719 - acc: 0.7833 - val_loss: 0.8804 - val_acc: 0.6833
Epoch 3953/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4736 - acc: 0.7861 - val_loss: 0.9291 - val_acc: 0.6778
Epoch 3954/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4745 - acc: 0.7778 - val_loss: 0.8792 - val_acc: 0.6833
Epoch 3955/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4740 - acc: 0.7861 - val_loss: 0.9283 - val_acc: 0.6778
Epoch 3956/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4730 - acc: 0.7861 - val_loss: 0.8830 - val_acc: 0.6833
Epoch 3957/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4703 - acc: 0.7833 - val_loss: 0.9205 - val_acc: 0.6722
Epoch 3958/15000
720/720 [==============================] - 0s 23us/step - loss: 0.4680 - acc: 0.7792 - val_loss: 0.8920 - val_acc: 0.6778
Epoch 3959/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4655 - acc: 0.7917 - val_loss: 0.9084 - val_acc: 0.6833
Epoch 3960/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4640 - acc: 0.7972 - val_loss: 0.9016 - val_acc: 0.6778
Epoch 3961/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4632 - acc: 0.7931 - val_loss: 0.8974 - val_acc: 0.6944
Epoch 3962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4632 - acc: 0.7958 - val_loss: 0.9088 - val_acc: 0.6833
Epoch 3963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4637 - acc: 0.8014 - val_loss: 0.8886 - val_acc: 0.6778
Epoch 3964/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4647 - acc: 0.7931 - val_loss: 0.9159 - val_acc: 0.6833
Epoch 3965/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4662 - acc: 0.7958 - val_loss: 0.8828 - val_acc: 0.6833
Epoch 3966/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4681 - acc: 0.7889 - val_loss: 0.9250 - val_acc: 0.6778
Epoch 3967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4707 - acc: 0.7889 - val_loss: 0.8797 - val_acc: 0.6889
Epoch 3968/15000
720/720 [==============================] - 0s 8us/step - loss: 0.4729 - acc: 0.7792 - val_loss: 0.9342 - val_acc: 0.6778
Epoch 3969/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4756 - acc: 0.7806 - val_loss: 0.8810 - val_acc: 0.6778
Epoch 3970/15000
720/720 [==============================] - 0s 18us/step - loss: 0.4751 - acc: 0.7792 - val_loss: 0.9368 - val_acc: 0.6722
Epoch 3971/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4744 - acc: 0.7806 - val_loss: 0.8870 - val_acc: 0.6778
Epoch 3972/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4703 - acc: 0.7917 - val_loss: 0.9249 - val_acc: 0.6722
Epoch 3973/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4665 - acc: 0.7875 - val_loss: 0.8962 - val_acc: 0.6889
Epoch 3974/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4633 - acc: 0.7972 - val_loss: 0.9066 - val_acc: 0.6778
Epoch 3975/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4618 - acc: 0.8014 - val_loss: 0.9059 - val_acc: 0.6889
Epoch 3976/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4621 - acc: 0.7972 - val_loss: 0.8917 - val_acc: 0.6833
Epoch 3977/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4635 - acc: 0.7917 - val_loss: 0.9167 - val_acc: 0.6722
Epoch 3978/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4660 - acc: 0.7889 - val_loss: 0.8848 - val_acc: 0.6778
Epoch 3979/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4680 - acc: 0.7889 - val_loss: 0.9298 - val_acc: 0.6722
Epoch 3980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4712 - acc: 0.7833 - val_loss: 0.8836 - val_acc: 0.6778
Epoch 3981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4720 - acc: 0.7819 - val_loss: 0.9375 - val_acc: 0.6722
Epoch 3982/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4735 - acc: 0.7806 - val_loss: 0.8854 - val_acc: 0.6778
Epoch 3983/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4727 - acc: 0.7861 - val_loss: 0.9344 - val_acc: 0.6833
Epoch 3984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4716 - acc: 0.7903 - val_loss: 0.8905 - val_acc: 0.6889
Epoch 3985/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4704 - acc: 0.7944 - val_loss: 0.9232 - val_acc: 0.6889
Epoch 3986/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4687 - acc: 0.7972 - val_loss: 0.8983 - val_acc: 0.6944
Epoch 3987/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4678 - acc: 0.7931 - val_loss: 0.9109 - val_acc: 0.6778
Epoch 3988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4659 - acc: 0.7889 - val_loss: 0.9058 - val_acc: 0.6889
Epoch 3989/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4649 - acc: 0.7889 - val_loss: 0.8995 - val_acc: 0.6722
Epoch 3990/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4631 - acc: 0.7931 - val_loss: 0.9126 - val_acc: 0.6889
Epoch 3991/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4623 - acc: 0.7903 - val_loss: 0.8935 - val_acc: 0.6833
Epoch 3992/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4624 - acc: 0.7931 - val_loss: 0.9193 - val_acc: 0.6833
Epoch 3993/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4638 - acc: 0.8000 - val_loss: 0.8893 - val_acc: 0.6889
Epoch 3994/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4664 - acc: 0.7903 - val_loss: 0.9279 - val_acc: 0.6833
Epoch 3995/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4695 - acc: 0.8014 - val_loss: 0.8856 - val_acc: 0.6889
Epoch 3996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4734 - acc: 0.7889 - val_loss: 0.9378 - val_acc: 0.6833
Epoch 3997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4759 - acc: 0.7847 - val_loss: 0.8838 - val_acc: 0.6833
Epoch 3998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4780 - acc: 0.7806 - val_loss: 0.9432 - val_acc: 0.6778
Epoch 3999/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4775 - acc: 0.7764 - val_loss: 0.8869 - val_acc: 0.6778
Epoch 4000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4743 - acc: 0.7861 - val_loss: 0.9372 - val_acc: 0.6611
Epoch 4001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4697 - acc: 0.7806 - val_loss: 0.8959 - val_acc: 0.6889
Epoch 4002/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4640 - acc: 0.7944 - val_loss: 0.9176 - val_acc: 0.6778
Epoch 4003/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4608 - acc: 0.7944 - val_loss: 0.9111 - val_acc: 0.6778
Epoch 4004/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4602 - acc: 0.8000 - val_loss: 0.8991 - val_acc: 0.6833
Epoch 4005/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4621 - acc: 0.7986 - val_loss: 0.9246 - val_acc: 0.6722
Epoch 4006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4650 - acc: 0.7903 - val_loss: 0.8878 - val_acc: 0.6833
Epoch 4007/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4684 - acc: 0.7917 - val_loss: 0.9354 - val_acc: 0.6667
Epoch 4008/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4712 - acc: 0.7806 - val_loss: 0.8842 - val_acc: 0.6722
Epoch 4009/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4723 - acc: 0.7875 - val_loss: 0.9404 - val_acc: 0.6667
Epoch 4010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4726 - acc: 0.7792 - val_loss: 0.8860 - val_acc: 0.6778
Epoch 4011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4696 - acc: 0.7861 - val_loss: 0.9314 - val_acc: 0.6722
Epoch 4012/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4664 - acc: 0.7903 - val_loss: 0.8951 - val_acc: 0.6778
Epoch 4013/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4627 - acc: 0.7931 - val_loss: 0.9152 - val_acc: 0.6944
Epoch 4014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4603 - acc: 0.7958 - val_loss: 0.9084 - val_acc: 0.6778
Epoch 4015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4595 - acc: 0.7972 - val_loss: 0.9011 - val_acc: 0.6944
Epoch 4016/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4596 - acc: 0.8000 - val_loss: 0.9191 - val_acc: 0.6778
Epoch 4017/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4608 - acc: 0.7958 - val_loss: 0.8915 - val_acc: 0.6833
Epoch 4018/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4624 - acc: 0.7903 - val_loss: 0.9281 - val_acc: 0.6722
Epoch 4019/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4648 - acc: 0.7917 - val_loss: 0.8867 - val_acc: 0.6833
Epoch 4020/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4666 - acc: 0.7819 - val_loss: 0.9335 - val_acc: 0.6833
Epoch 4021/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4684 - acc: 0.7903 - val_loss: 0.8859 - val_acc: 0.6944
Epoch 4022/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4685 - acc: 0.7806 - val_loss: 0.9318 - val_acc: 0.6778
Epoch 4023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4674 - acc: 0.7972 - val_loss: 0.8893 - val_acc: 0.6944
Epoch 4024/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4652 - acc: 0.7903 - val_loss: 0.9250 - val_acc: 0.6833
Epoch 4025/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4628 - acc: 0.8014 - val_loss: 0.8963 - val_acc: 0.6833
Epoch 4026/15000
720/720 [==============================] - 0s 7us/step - loss: 0.4608 - acc: 0.7944 - val_loss: 0.9169 - val_acc: 0.6833
Epoch 4027/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4594 - acc: 0.8028 - val_loss: 0.9037 - val_acc: 0.6944
Epoch 4028/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4586 - acc: 0.8000 - val_loss: 0.9081 - val_acc: 0.6667
Epoch 4029/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4581 - acc: 0.8000 - val_loss: 0.9097 - val_acc: 0.6889
Epoch 4030/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4578 - acc: 0.8014 - val_loss: 0.9002 - val_acc: 0.6833
Epoch 4031/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4579 - acc: 0.7972 - val_loss: 0.9151 - val_acc: 0.6833
Epoch 4032/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4583 - acc: 0.8028 - val_loss: 0.8945 - val_acc: 0.6833
Epoch 4033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4593 - acc: 0.7972 - val_loss: 0.9235 - val_acc: 0.6778
Epoch 4034/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4610 - acc: 0.8000 - val_loss: 0.8910 - val_acc: 0.6833
Epoch 4035/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4634 - acc: 0.7903 - val_loss: 0.9366 - val_acc: 0.6778
Epoch 4036/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4668 - acc: 0.7861 - val_loss: 0.8884 - val_acc: 0.6722
Epoch 4037/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4705 - acc: 0.7889 - val_loss: 0.9501 - val_acc: 0.6722
Epoch 4038/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4746 - acc: 0.7778 - val_loss: 0.8872 - val_acc: 0.6778
Epoch 4039/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4762 - acc: 0.7833 - val_loss: 0.9517 - val_acc: 0.6722
Epoch 4040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4751 - acc: 0.7806 - val_loss: 0.8903 - val_acc: 0.6944
Epoch 4041/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4694 - acc: 0.7875 - val_loss: 0.9332 - val_acc: 0.6778
Epoch 4042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4628 - acc: 0.7986 - val_loss: 0.9036 - val_acc: 0.6778
Epoch 4043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4580 - acc: 0.7944 - val_loss: 0.9097 - val_acc: 0.6833
Epoch 4044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4565 - acc: 0.7986 - val_loss: 0.9216 - val_acc: 0.6778
Epoch 4045/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4582 - acc: 0.8028 - val_loss: 0.8939 - val_acc: 0.6833
Epoch 4046/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4615 - acc: 0.7944 - val_loss: 0.9367 - val_acc: 0.6667
Epoch 4047/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4659 - acc: 0.7833 - val_loss: 0.8868 - val_acc: 0.6778
Epoch 4048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4688 - acc: 0.7889 - val_loss: 0.9459 - val_acc: 0.6667
Epoch 4049/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4711 - acc: 0.7792 - val_loss: 0.8874 - val_acc: 0.6778
Epoch 4050/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4693 - acc: 0.7806 - val_loss: 0.9392 - val_acc: 0.6778
Epoch 4051/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4660 - acc: 0.7944 - val_loss: 0.8949 - val_acc: 0.6833
Epoch 4052/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4612 - acc: 0.7958 - val_loss: 0.9209 - val_acc: 0.6833
Epoch 4053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4575 - acc: 0.8069 - val_loss: 0.9085 - val_acc: 0.6833
Epoch 4054/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4559 - acc: 0.8069 - val_loss: 0.9050 - val_acc: 0.6889
Epoch 4055/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4563 - acc: 0.7986 - val_loss: 0.9229 - val_acc: 0.6778
Epoch 4056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4582 - acc: 0.7958 - val_loss: 0.8950 - val_acc: 0.6833
Epoch 4057/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4606 - acc: 0.7889 - val_loss: 0.9364 - val_acc: 0.6667
Epoch 4058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4639 - acc: 0.7875 - val_loss: 0.8917 - val_acc: 0.6778
Epoch 4059/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4651 - acc: 0.7847 - val_loss: 0.9423 - val_acc: 0.6722
Epoch 4060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4664 - acc: 0.7833 - val_loss: 0.8925 - val_acc: 0.6833
Epoch 4061/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4643 - acc: 0.7847 - val_loss: 0.9359 - val_acc: 0.6722
Epoch 4062/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4621 - acc: 0.7958 - val_loss: 0.8974 - val_acc: 0.6778
Epoch 4063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4595 - acc: 0.7972 - val_loss: 0.9241 - val_acc: 0.6889
Epoch 4064/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4578 - acc: 0.8083 - val_loss: 0.9055 - val_acc: 0.6889
Epoch 4065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4573 - acc: 0.7972 - val_loss: 0.9148 - val_acc: 0.6722
Epoch 4066/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4576 - acc: 0.8014 - val_loss: 0.9150 - val_acc: 0.6778
Epoch 4067/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4590 - acc: 0.7917 - val_loss: 0.9099 - val_acc: 0.6667
Epoch 4068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4593 - acc: 0.7944 - val_loss: 0.9227 - val_acc: 0.6778
Epoch 4069/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4603 - acc: 0.7875 - val_loss: 0.9065 - val_acc: 0.6611
Epoch 4070/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4588 - acc: 0.7944 - val_loss: 0.9241 - val_acc: 0.6889
Epoch 4071/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4577 - acc: 0.7931 - val_loss: 0.9036 - val_acc: 0.6833
Epoch 4072/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4562 - acc: 0.8042 - val_loss: 0.9227 - val_acc: 0.6833
Epoch 4073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4558 - acc: 0.8028 - val_loss: 0.9009 - val_acc: 0.6722
Epoch 4074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4567 - acc: 0.7986 - val_loss: 0.9276 - val_acc: 0.6889
Epoch 4075/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4587 - acc: 0.8083 - val_loss: 0.8987 - val_acc: 0.6833
Epoch 4076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4621 - acc: 0.7903 - val_loss: 0.9385 - val_acc: 0.6833
Epoch 4077/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4656 - acc: 0.7944 - val_loss: 0.8957 - val_acc: 0.6722
Epoch 4078/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4708 - acc: 0.7931 - val_loss: 0.9527 - val_acc: 0.6778
Epoch 4079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4744 - acc: 0.7861 - val_loss: 0.8929 - val_acc: 0.6778
Epoch 4080/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4777 - acc: 0.7819 - val_loss: 0.9612 - val_acc: 0.6722
Epoch 4081/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4773 - acc: 0.7764 - val_loss: 0.8942 - val_acc: 0.6722
Epoch 4082/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4724 - acc: 0.7806 - val_loss: 0.9512 - val_acc: 0.6611
Epoch 4083/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4660 - acc: 0.7875 - val_loss: 0.9061 - val_acc: 0.6833
Epoch 4084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4584 - acc: 0.7958 - val_loss: 0.9257 - val_acc: 0.6833
Epoch 4085/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4551 - acc: 0.8014 - val_loss: 0.9280 - val_acc: 0.6778
Epoch 4086/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4560 - acc: 0.8042 - val_loss: 0.9016 - val_acc: 0.6778
Epoch 4087/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4603 - acc: 0.7958 - val_loss: 0.9444 - val_acc: 0.6722
Epoch 4088/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4653 - acc: 0.7875 - val_loss: 0.8905 - val_acc: 0.6833
Epoch 4089/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4692 - acc: 0.7833 - val_loss: 0.9500 - val_acc: 0.6611
Epoch 4090/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4703 - acc: 0.7792 - val_loss: 0.8908 - val_acc: 0.6833
Epoch 4091/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4668 - acc: 0.7847 - val_loss: 0.9418 - val_acc: 0.6722
Epoch 4092/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4621 - acc: 0.7917 - val_loss: 0.9015 - val_acc: 0.6833
Epoch 4093/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4566 - acc: 0.7972 - val_loss: 0.9225 - val_acc: 0.6833
Epoch 4094/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4536 - acc: 0.8056 - val_loss: 0.9209 - val_acc: 0.6667
Epoch 4095/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4536 - acc: 0.8042 - val_loss: 0.9062 - val_acc: 0.6944
Epoch 4096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4555 - acc: 0.8000 - val_loss: 0.9365 - val_acc: 0.6611
Epoch 4097/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4583 - acc: 0.8000 - val_loss: 0.8975 - val_acc: 0.6778
Epoch 4098/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4608 - acc: 0.7944 - val_loss: 0.9454 - val_acc: 0.6667
Epoch 4099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4632 - acc: 0.7917 - val_loss: 0.8939 - val_acc: 0.6833
Epoch 4100/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4633 - acc: 0.7861 - val_loss: 0.9438 - val_acc: 0.6722
Epoch 4101/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4625 - acc: 0.7917 - val_loss: 0.8973 - val_acc: 0.6889
Epoch 4102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4599 - acc: 0.7903 - val_loss: 0.9311 - val_acc: 0.6944
Epoch 4103/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4568 - acc: 0.7986 - val_loss: 0.9072 - val_acc: 0.6833
Epoch 4104/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4545 - acc: 0.7986 - val_loss: 0.9176 - val_acc: 0.6944
Epoch 4105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4529 - acc: 0.8000 - val_loss: 0.9176 - val_acc: 0.6778
Epoch 4106/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4523 - acc: 0.8056 - val_loss: 0.9074 - val_acc: 0.6889
Epoch 4107/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4525 - acc: 0.8069 - val_loss: 0.9270 - val_acc: 0.6778
Epoch 4108/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4536 - acc: 0.8028 - val_loss: 0.9012 - val_acc: 0.6833
Epoch 4109/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4552 - acc: 0.8000 - val_loss: 0.9353 - val_acc: 0.6833
Epoch 4110/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4572 - acc: 0.7917 - val_loss: 0.8969 - val_acc: 0.6889
Epoch 4111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4591 - acc: 0.7875 - val_loss: 0.9401 - val_acc: 0.6833
Epoch 4112/15000
720/720 [==============================] - 0s 8us/step - loss: 0.4608 - acc: 0.7972 - val_loss: 0.8941 - val_acc: 0.6889
Epoch 4113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4618 - acc: 0.7861 - val_loss: 0.9432 - val_acc: 0.6778
Epoch 4114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4621 - acc: 0.8028 - val_loss: 0.8962 - val_acc: 0.6833
Epoch 4115/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4617 - acc: 0.7903 - val_loss: 0.9434 - val_acc: 0.6722
Epoch 4116/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4604 - acc: 0.7944 - val_loss: 0.9027 - val_acc: 0.6778
Epoch 4117/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4585 - acc: 0.7972 - val_loss: 0.9376 - val_acc: 0.6667
Epoch 4118/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4560 - acc: 0.7944 - val_loss: 0.9098 - val_acc: 0.6944
Epoch 4119/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4536 - acc: 0.8028 - val_loss: 0.9251 - val_acc: 0.6611
Epoch 4120/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4516 - acc: 0.8097 - val_loss: 0.9164 - val_acc: 0.6833
Epoch 4121/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4505 - acc: 0.8056 - val_loss: 0.9129 - val_acc: 0.6722
Epoch 4122/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4504 - acc: 0.8042 - val_loss: 0.9234 - val_acc: 0.6722
Epoch 4123/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4511 - acc: 0.8069 - val_loss: 0.9053 - val_acc: 0.6778
Epoch 4124/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4524 - acc: 0.8014 - val_loss: 0.9326 - val_acc: 0.6667
Epoch 4125/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4542 - acc: 0.8042 - val_loss: 0.9008 - val_acc: 0.6833
Epoch 4126/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4565 - acc: 0.7944 - val_loss: 0.9449 - val_acc: 0.6722
Epoch 4127/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4594 - acc: 0.7917 - val_loss: 0.8968 - val_acc: 0.6778
Epoch 4128/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4627 - acc: 0.7903 - val_loss: 0.9565 - val_acc: 0.6667
Epoch 4129/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4664 - acc: 0.7889 - val_loss: 0.8941 - val_acc: 0.6833
Epoch 4130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4682 - acc: 0.7861 - val_loss: 0.9590 - val_acc: 0.6778
Epoch 4131/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4680 - acc: 0.7917 - val_loss: 0.8968 - val_acc: 0.6944
Epoch 4132/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4635 - acc: 0.7847 - val_loss: 0.9441 - val_acc: 0.6722
Epoch 4133/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4574 - acc: 0.8014 - val_loss: 0.9104 - val_acc: 0.6833
Epoch 4134/15000
720/720 [==============================] - 0s 8us/step - loss: 0.4521 - acc: 0.8000 - val_loss: 0.9220 - val_acc: 0.6778
Epoch 4135/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4497 - acc: 0.8042 - val_loss: 0.9279 - val_acc: 0.6778
Epoch 4136/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4503 - acc: 0.8083 - val_loss: 0.9043 - val_acc: 0.6833
Epoch 4137/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4531 - acc: 0.8028 - val_loss: 0.9416 - val_acc: 0.6667
Epoch 4138/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4569 - acc: 0.7958 - val_loss: 0.8950 - val_acc: 0.6833
Epoch 4139/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4601 - acc: 0.7875 - val_loss: 0.9516 - val_acc: 0.6722
Epoch 4140/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4630 - acc: 0.7875 - val_loss: 0.8944 - val_acc: 0.6778
Epoch 4141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4626 - acc: 0.7847 - val_loss: 0.9503 - val_acc: 0.6722
Epoch 4142/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4608 - acc: 0.7903 - val_loss: 0.9012 - val_acc: 0.6833
Epoch 4143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4567 - acc: 0.7917 - val_loss: 0.9376 - val_acc: 0.6722
Epoch 4144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4528 - acc: 0.7986 - val_loss: 0.9127 - val_acc: 0.6833
Epoch 4145/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4500 - acc: 0.8056 - val_loss: 0.9218 - val_acc: 0.6722
Epoch 4146/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4489 - acc: 0.8083 - val_loss: 0.9251 - val_acc: 0.6833
Epoch 4147/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4492 - acc: 0.8069 - val_loss: 0.9085 - val_acc: 0.6833
Epoch 4148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4506 - acc: 0.8069 - val_loss: 0.9361 - val_acc: 0.6778
Epoch 4149/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4528 - acc: 0.8000 - val_loss: 0.9011 - val_acc: 0.6833
Epoch 4150/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4548 - acc: 0.7958 - val_loss: 0.9463 - val_acc: 0.6667
Epoch 4151/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4575 - acc: 0.7903 - val_loss: 0.8997 - val_acc: 0.6889
Epoch 4152/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4585 - acc: 0.7903 - val_loss: 0.9540 - val_acc: 0.6667
Epoch 4153/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4600 - acc: 0.7931 - val_loss: 0.9020 - val_acc: 0.6722
Epoch 4154/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4586 - acc: 0.7917 - val_loss: 0.9524 - val_acc: 0.6667
Epoch 4155/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4573 - acc: 0.7958 - val_loss: 0.9069 - val_acc: 0.6833
Epoch 4156/15000
720/720 [==============================] - 0s 31us/step - loss: 0.4545 - acc: 0.7972 - val_loss: 0.9412 - val_acc: 0.6722
Epoch 4157/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4521 - acc: 0.8028 - val_loss: 0.9135 - val_acc: 0.6778
Epoch 4158/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4505 - acc: 0.7972 - val_loss: 0.9283 - val_acc: 0.6722
Epoch 4159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4499 - acc: 0.8028 - val_loss: 0.9212 - val_acc: 0.6833
Epoch 4160/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4505 - acc: 0.7972 - val_loss: 0.9197 - val_acc: 0.6778
Epoch 4161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4515 - acc: 0.8014 - val_loss: 0.9318 - val_acc: 0.6778
Epoch 4162/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4538 - acc: 0.7917 - val_loss: 0.9170 - val_acc: 0.6778
Epoch 4163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4541 - acc: 0.7972 - val_loss: 0.9404 - val_acc: 0.6667
Epoch 4164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4554 - acc: 0.7944 - val_loss: 0.9157 - val_acc: 0.6778
Epoch 4165/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4529 - acc: 0.7944 - val_loss: 0.9402 - val_acc: 0.6722
Epoch 4166/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4514 - acc: 0.8000 - val_loss: 0.9129 - val_acc: 0.6833
Epoch 4167/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4496 - acc: 0.8069 - val_loss: 0.9378 - val_acc: 0.6889
Epoch 4168/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4500 - acc: 0.8042 - val_loss: 0.9104 - val_acc: 0.6722
Epoch 4169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4524 - acc: 0.7986 - val_loss: 0.9430 - val_acc: 0.6889
Epoch 4170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4560 - acc: 0.8111 - val_loss: 0.9075 - val_acc: 0.6778
Epoch 4171/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4614 - acc: 0.7903 - val_loss: 0.9555 - val_acc: 0.6778
Epoch 4172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4647 - acc: 0.8028 - val_loss: 0.9031 - val_acc: 0.6722
Epoch 4173/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4693 - acc: 0.7917 - val_loss: 0.9682 - val_acc: 0.6722
Epoch 4174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4704 - acc: 0.7861 - val_loss: 0.9027 - val_acc: 0.6722
Epoch 4175/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4705 - acc: 0.7861 - val_loss: 0.9732 - val_acc: 0.6611
Epoch 4176/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4683 - acc: 0.7764 - val_loss: 0.9109 - val_acc: 0.6722
Epoch 4177/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4609 - acc: 0.7875 - val_loss: 0.9547 - val_acc: 0.6611
Epoch 4178/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4536 - acc: 0.7972 - val_loss: 0.9288 - val_acc: 0.6833
Epoch 4179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4479 - acc: 0.8028 - val_loss: 0.9207 - val_acc: 0.6833
Epoch 4180/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4484 - acc: 0.8042 - val_loss: 0.9521 - val_acc: 0.6611
Epoch 4181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4539 - acc: 0.8014 - val_loss: 0.9026 - val_acc: 0.6833
Epoch 4182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4606 - acc: 0.7861 - val_loss: 0.9645 - val_acc: 0.6611
Epoch 4183/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4659 - acc: 0.7819 - val_loss: 0.9000 - val_acc: 0.6778
Epoch 4184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4643 - acc: 0.7833 - val_loss: 0.9580 - val_acc: 0.6611
Epoch 4185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4595 - acc: 0.7958 - val_loss: 0.9084 - val_acc: 0.6778
Epoch 4186/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4533 - acc: 0.7944 - val_loss: 0.9366 - val_acc: 0.6889
Epoch 4187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4493 - acc: 0.8083 - val_loss: 0.9276 - val_acc: 0.6611
Epoch 4188/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4484 - acc: 0.8014 - val_loss: 0.9198 - val_acc: 0.6944
Epoch 4189/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4486 - acc: 0.7958 - val_loss: 0.9414 - val_acc: 0.6556
Epoch 4190/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4495 - acc: 0.8042 - val_loss: 0.9106 - val_acc: 0.6889
Epoch 4191/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4507 - acc: 0.8028 - val_loss: 0.9485 - val_acc: 0.6778
Epoch 4192/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4530 - acc: 0.8069 - val_loss: 0.9073 - val_acc: 0.6833
Epoch 4193/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4561 - acc: 0.7903 - val_loss: 0.9522 - val_acc: 0.6889
Epoch 4194/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4576 - acc: 0.8042 - val_loss: 0.9063 - val_acc: 0.6833
Epoch 4195/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4575 - acc: 0.7889 - val_loss: 0.9474 - val_acc: 0.6944
Epoch 4196/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4540 - acc: 0.8028 - val_loss: 0.9080 - val_acc: 0.6722
Epoch 4197/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4506 - acc: 0.8000 - val_loss: 0.9403 - val_acc: 0.6722
Epoch 4198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4484 - acc: 0.8014 - val_loss: 0.9146 - val_acc: 0.6833
Epoch 4199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4473 - acc: 0.8028 - val_loss: 0.9343 - val_acc: 0.6778
Epoch 4200/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4471 - acc: 0.8028 - val_loss: 0.9247 - val_acc: 0.6778
Epoch 4201/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4461 - acc: 0.8042 - val_loss: 0.9260 - val_acc: 0.6778
Epoch 4202/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4454 - acc: 0.8014 - val_loss: 0.9344 - val_acc: 0.6667
Epoch 4203/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4454 - acc: 0.8056 - val_loss: 0.9159 - val_acc: 0.6833
Epoch 4204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4464 - acc: 0.8028 - val_loss: 0.9418 - val_acc: 0.6611
Epoch 4205/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4481 - acc: 0.8028 - val_loss: 0.9085 - val_acc: 0.6833
Epoch 4206/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4499 - acc: 0.7931 - val_loss: 0.9507 - val_acc: 0.6667
Epoch 4207/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4523 - acc: 0.7931 - val_loss: 0.9038 - val_acc: 0.6833
Epoch 4208/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4543 - acc: 0.7903 - val_loss: 0.9601 - val_acc: 0.6778
Epoch 4209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4575 - acc: 0.7903 - val_loss: 0.9032 - val_acc: 0.6889
Epoch 4210/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4598 - acc: 0.7889 - val_loss: 0.9634 - val_acc: 0.6833
Epoch 4211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4602 - acc: 0.7972 - val_loss: 0.9077 - val_acc: 0.6833
Epoch 4212/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4580 - acc: 0.7931 - val_loss: 0.9543 - val_acc: 0.6833
Epoch 4213/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4533 - acc: 0.8042 - val_loss: 0.9173 - val_acc: 0.6778
Epoch 4214/15000
720/720 [==============================] - 0s 4us/step - loss: 0.4488 - acc: 0.8000 - val_loss: 0.9370 - val_acc: 0.6611
Epoch 4215/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4458 - acc: 0.8056 - val_loss: 0.9278 - val_acc: 0.6778
Epoch 4216/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4449 - acc: 0.8056 - val_loss: 0.9207 - val_acc: 0.6611
Epoch 4217/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4457 - acc: 0.8056 - val_loss: 0.9396 - val_acc: 0.6778
Epoch 4218/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4472 - acc: 0.8000 - val_loss: 0.9097 - val_acc: 0.6722
Epoch 4219/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4493 - acc: 0.8014 - val_loss: 0.9517 - val_acc: 0.6722
Epoch 4220/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4519 - acc: 0.7972 - val_loss: 0.9050 - val_acc: 0.6778
Epoch 4221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4546 - acc: 0.7875 - val_loss: 0.9623 - val_acc: 0.6611
Epoch 4222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4577 - acc: 0.7972 - val_loss: 0.9058 - val_acc: 0.6778
Epoch 4223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4591 - acc: 0.7889 - val_loss: 0.9668 - val_acc: 0.6611
Epoch 4224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4587 - acc: 0.7931 - val_loss: 0.9106 - val_acc: 0.6722
Epoch 4225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4558 - acc: 0.7944 - val_loss: 0.9565 - val_acc: 0.6611
Epoch 4226/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4515 - acc: 0.8000 - val_loss: 0.9207 - val_acc: 0.6778
Epoch 4227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4474 - acc: 0.8014 - val_loss: 0.9368 - val_acc: 0.6667
Epoch 4228/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4447 - acc: 0.8056 - val_loss: 0.9334 - val_acc: 0.6778
Epoch 4229/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4438 - acc: 0.8056 - val_loss: 0.9213 - val_acc: 0.6889
Epoch 4230/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4442 - acc: 0.8042 - val_loss: 0.9439 - val_acc: 0.6611
Epoch 4231/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4457 - acc: 0.8056 - val_loss: 0.9121 - val_acc: 0.6778
Epoch 4232/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4475 - acc: 0.7972 - val_loss: 0.9528 - val_acc: 0.6667
Epoch 4233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4500 - acc: 0.8056 - val_loss: 0.9081 - val_acc: 0.6722
Epoch 4234/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4525 - acc: 0.7931 - val_loss: 0.9586 - val_acc: 0.6778
Epoch 4235/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4546 - acc: 0.8028 - val_loss: 0.9069 - val_acc: 0.6833
Epoch 4236/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4558 - acc: 0.7931 - val_loss: 0.9593 - val_acc: 0.6722
Epoch 4237/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4548 - acc: 0.8069 - val_loss: 0.9091 - val_acc: 0.6833
Epoch 4238/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4525 - acc: 0.7944 - val_loss: 0.9533 - val_acc: 0.6722
Epoch 4239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4491 - acc: 0.8028 - val_loss: 0.9162 - val_acc: 0.6778
Epoch 4240/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4459 - acc: 0.8000 - val_loss: 0.9424 - val_acc: 0.6722
Epoch 4241/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4435 - acc: 0.8097 - val_loss: 0.9267 - val_acc: 0.6778
Epoch 4242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4422 - acc: 0.8069 - val_loss: 0.9307 - val_acc: 0.6778
Epoch 4243/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4419 - acc: 0.8083 - val_loss: 0.9363 - val_acc: 0.6833
Epoch 4244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4425 - acc: 0.8056 - val_loss: 0.9199 - val_acc: 0.6722
Epoch 4245/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4436 - acc: 0.8042 - val_loss: 0.9449 - val_acc: 0.6722
Epoch 4246/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4452 - acc: 0.8056 - val_loss: 0.9123 - val_acc: 0.6722
Epoch 4247/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4472 - acc: 0.8042 - val_loss: 0.9551 - val_acc: 0.6667
Epoch 4248/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4497 - acc: 0.8014 - val_loss: 0.9082 - val_acc: 0.6778
Epoch 4249/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4523 - acc: 0.7972 - val_loss: 0.9671 - val_acc: 0.6667
Epoch 4250/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4555 - acc: 0.7958 - val_loss: 0.9073 - val_acc: 0.6778
Epoch 4251/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4570 - acc: 0.7889 - val_loss: 0.9726 - val_acc: 0.6722
Epoch 4252/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4575 - acc: 0.7931 - val_loss: 0.9106 - val_acc: 0.6833
Epoch 4253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4543 - acc: 0.7903 - val_loss: 0.9611 - val_acc: 0.6722
Epoch 4254/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4496 - acc: 0.8000 - val_loss: 0.9209 - val_acc: 0.6833
Epoch 4255/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4447 - acc: 0.8042 - val_loss: 0.9397 - val_acc: 0.6833
Epoch 4256/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4416 - acc: 0.8028 - val_loss: 0.9354 - val_acc: 0.6833
Epoch 4257/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4409 - acc: 0.8097 - val_loss: 0.9214 - val_acc: 0.6833
Epoch 4258/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4421 - acc: 0.8042 - val_loss: 0.9482 - val_acc: 0.6722
Epoch 4259/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4447 - acc: 0.8028 - val_loss: 0.9106 - val_acc: 0.6833
Epoch 4260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4476 - acc: 0.7972 - val_loss: 0.9604 - val_acc: 0.6667
Epoch 4261/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4512 - acc: 0.7875 - val_loss: 0.9071 - val_acc: 0.6944
Epoch 4262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4535 - acc: 0.7875 - val_loss: 0.9673 - val_acc: 0.6778
Epoch 4263/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4551 - acc: 0.7944 - val_loss: 0.9089 - val_acc: 0.6833
Epoch 4264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4535 - acc: 0.7931 - val_loss: 0.9628 - val_acc: 0.6722
Epoch 4265/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4505 - acc: 0.8014 - val_loss: 0.9169 - val_acc: 0.6722
Epoch 4266/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4464 - acc: 0.8014 - val_loss: 0.9482 - val_acc: 0.6667
Epoch 4267/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4430 - acc: 0.8014 - val_loss: 0.9294 - val_acc: 0.6889
Epoch 4268/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4412 - acc: 0.8042 - val_loss: 0.9322 - val_acc: 0.6611
Epoch 4269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4410 - acc: 0.8028 - val_loss: 0.9415 - val_acc: 0.6778
Epoch 4270/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4421 - acc: 0.8014 - val_loss: 0.9198 - val_acc: 0.6778
Epoch 4271/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4438 - acc: 0.8056 - val_loss: 0.9525 - val_acc: 0.6722
Epoch 4272/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4460 - acc: 0.7931 - val_loss: 0.9140 - val_acc: 0.6778
Epoch 4273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4472 - acc: 0.7986 - val_loss: 0.9616 - val_acc: 0.6778
Epoch 4274/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4490 - acc: 0.7958 - val_loss: 0.9132 - val_acc: 0.6833
Epoch 4275/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4490 - acc: 0.7931 - val_loss: 0.9656 - val_acc: 0.6667
Epoch 4276/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4497 - acc: 0.7958 - val_loss: 0.9153 - val_acc: 0.6778
Epoch 4277/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4491 - acc: 0.8014 - val_loss: 0.9645 - val_acc: 0.6556
Epoch 4278/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4488 - acc: 0.8028 - val_loss: 0.9205 - val_acc: 0.6778
Epoch 4279/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4486 - acc: 0.8028 - val_loss: 0.9580 - val_acc: 0.6611
Epoch 4280/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4481 - acc: 0.8056 - val_loss: 0.9284 - val_acc: 0.6722
Epoch 4281/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4485 - acc: 0.7972 - val_loss: 0.9494 - val_acc: 0.6556
Epoch 4282/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4475 - acc: 0.8056 - val_loss: 0.9358 - val_acc: 0.6833
Epoch 4283/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4472 - acc: 0.7972 - val_loss: 0.9394 - val_acc: 0.6667
Epoch 4284/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4444 - acc: 0.8069 - val_loss: 0.9403 - val_acc: 0.6833
Epoch 4285/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4424 - acc: 0.8000 - val_loss: 0.9309 - val_acc: 0.6722
Epoch 4286/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4401 - acc: 0.8083 - val_loss: 0.9438 - val_acc: 0.6833
Epoch 4287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4394 - acc: 0.8083 - val_loss: 0.9253 - val_acc: 0.6722
Epoch 4288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4402 - acc: 0.8083 - val_loss: 0.9508 - val_acc: 0.6722
Epoch 4289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4426 - acc: 0.8097 - val_loss: 0.9212 - val_acc: 0.6722
Epoch 4290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4462 - acc: 0.7986 - val_loss: 0.9631 - val_acc: 0.6611
Epoch 4291/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4501 - acc: 0.8056 - val_loss: 0.9160 - val_acc: 0.6778
Epoch 4292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4552 - acc: 0.7944 - val_loss: 0.9775 - val_acc: 0.6556
Epoch 4293/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4588 - acc: 0.7958 - val_loss: 0.9117 - val_acc: 0.6889
Epoch 4294/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4617 - acc: 0.7889 - val_loss: 0.9855 - val_acc: 0.6611
Epoch 4295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4615 - acc: 0.7903 - val_loss: 0.9142 - val_acc: 0.6722
Epoch 4296/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4558 - acc: 0.7917 - val_loss: 0.9744 - val_acc: 0.6778
Epoch 4297/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4493 - acc: 0.7917 - val_loss: 0.9316 - val_acc: 0.6833
Epoch 4298/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4420 - acc: 0.8028 - val_loss: 0.9457 - val_acc: 0.6833
Epoch 4299/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4397 - acc: 0.8042 - val_loss: 0.9568 - val_acc: 0.6722
Epoch 4300/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4417 - acc: 0.8097 - val_loss: 0.9205 - val_acc: 0.6778
Epoch 4301/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4466 - acc: 0.8014 - val_loss: 0.9712 - val_acc: 0.6611
Epoch 4302/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4517 - acc: 0.8014 - val_loss: 0.9102 - val_acc: 0.6778
Epoch 4303/15000
720/720 [==============================] - 0s 30us/step - loss: 0.4543 - acc: 0.7917 - val_loss: 0.9746 - val_acc: 0.6611
Epoch 4304/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4546 - acc: 0.7861 - val_loss: 0.9131 - val_acc: 0.6833
Epoch 4305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4495 - acc: 0.7972 - val_loss: 0.9626 - val_acc: 0.6778
Epoch 4306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4442 - acc: 0.7986 - val_loss: 0.9286 - val_acc: 0.6778
Epoch 4307/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4393 - acc: 0.8125 - val_loss: 0.9404 - val_acc: 0.6889
Epoch 4308/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4373 - acc: 0.8028 - val_loss: 0.9476 - val_acc: 0.6722
Epoch 4309/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4381 - acc: 0.8083 - val_loss: 0.9250 - val_acc: 0.6833
Epoch 4310/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4406 - acc: 0.8000 - val_loss: 0.9626 - val_acc: 0.6611
Epoch 4311/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4439 - acc: 0.8014 - val_loss: 0.9166 - val_acc: 0.6778
Epoch 4312/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4466 - acc: 0.8000 - val_loss: 0.9711 - val_acc: 0.6722
Epoch 4313/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4491 - acc: 0.7958 - val_loss: 0.9145 - val_acc: 0.6722
Epoch 4314/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4487 - acc: 0.7903 - val_loss: 0.9678 - val_acc: 0.6722
Epoch 4315/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4469 - acc: 0.7972 - val_loss: 0.9212 - val_acc: 0.6778
Epoch 4316/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4437 - acc: 0.8000 - val_loss: 0.9548 - val_acc: 0.6944
Epoch 4317/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4404 - acc: 0.8069 - val_loss: 0.9327 - val_acc: 0.6722
Epoch 4318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4382 - acc: 0.8083 - val_loss: 0.9418 - val_acc: 0.6833
Epoch 4319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4369 - acc: 0.8083 - val_loss: 0.9426 - val_acc: 0.6833
Epoch 4320/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4366 - acc: 0.8097 - val_loss: 0.9303 - val_acc: 0.6833
Epoch 4321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4371 - acc: 0.8083 - val_loss: 0.9515 - val_acc: 0.6778
Epoch 4322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4383 - acc: 0.8069 - val_loss: 0.9235 - val_acc: 0.6778
Epoch 4323/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4399 - acc: 0.8111 - val_loss: 0.9591 - val_acc: 0.6778
Epoch 4324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4420 - acc: 0.8014 - val_loss: 0.9180 - val_acc: 0.6778
Epoch 4325/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4443 - acc: 0.7972 - val_loss: 0.9668 - val_acc: 0.6722
Epoch 4326/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4466 - acc: 0.8042 - val_loss: 0.9158 - val_acc: 0.6778
Epoch 4327/15000
720/720 [==============================] - 0s 6us/step - loss: 0.4485 - acc: 0.7917 - val_loss: 0.9738 - val_acc: 0.6722
Epoch 4328/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4495 - acc: 0.8083 - val_loss: 0.9190 - val_acc: 0.6667
Epoch 4329/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4490 - acc: 0.7972 - val_loss: 0.9732 - val_acc: 0.6611
Epoch 4330/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4467 - acc: 0.8042 - val_loss: 0.9268 - val_acc: 0.6722
Epoch 4331/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4433 - acc: 0.8028 - val_loss: 0.9615 - val_acc: 0.6556
Epoch 4332/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4397 - acc: 0.8083 - val_loss: 0.9363 - val_acc: 0.6778
Epoch 4333/15000
720/720 [==============================] - 0s 30us/step - loss: 0.4369 - acc: 0.8056 - val_loss: 0.9440 - val_acc: 0.6611
Epoch 4334/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4355 - acc: 0.8097 - val_loss: 0.9471 - val_acc: 0.6778
Epoch 4335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4355 - acc: 0.8042 - val_loss: 0.9297 - val_acc: 0.6778
Epoch 4336/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4368 - acc: 0.8111 - val_loss: 0.9572 - val_acc: 0.6778
Epoch 4337/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4389 - acc: 0.8097 - val_loss: 0.9214 - val_acc: 0.6722
Epoch 4338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4417 - acc: 0.8000 - val_loss: 0.9692 - val_acc: 0.6611
Epoch 4339/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4450 - acc: 0.8042 - val_loss: 0.9177 - val_acc: 0.6722
Epoch 4340/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4483 - acc: 0.7972 - val_loss: 0.9817 - val_acc: 0.6667
Epoch 4341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4516 - acc: 0.7958 - val_loss: 0.9174 - val_acc: 0.6778
Epoch 4342/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4524 - acc: 0.7875 - val_loss: 0.9838 - val_acc: 0.6722
Epoch 4343/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4512 - acc: 0.7958 - val_loss: 0.9222 - val_acc: 0.6722
Epoch 4344/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4464 - acc: 0.7986 - val_loss: 0.9679 - val_acc: 0.6667
Epoch 4345/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4408 - acc: 0.8014 - val_loss: 0.9360 - val_acc: 0.6778
Epoch 4346/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4363 - acc: 0.8125 - val_loss: 0.9455 - val_acc: 0.6778
Epoch 4347/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4345 - acc: 0.8028 - val_loss: 0.9532 - val_acc: 0.6611
Epoch 4348/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4354 - acc: 0.8056 - val_loss: 0.9286 - val_acc: 0.6833
Epoch 4349/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4379 - acc: 0.8014 - val_loss: 0.9667 - val_acc: 0.6556
Epoch 4350/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4413 - acc: 0.8028 - val_loss: 0.9198 - val_acc: 0.6722
Epoch 4351/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4440 - acc: 0.8000 - val_loss: 0.9761 - val_acc: 0.6722
Epoch 4352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4467 - acc: 0.7986 - val_loss: 0.9178 - val_acc: 0.6722
Epoch 4353/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4472 - acc: 0.7944 - val_loss: 0.9766 - val_acc: 0.6722
Epoch 4354/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4467 - acc: 0.7944 - val_loss: 0.9215 - val_acc: 0.6722
Epoch 4355/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4439 - acc: 0.7972 - val_loss: 0.9663 - val_acc: 0.6833
Epoch 4356/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4404 - acc: 0.8014 - val_loss: 0.9315 - val_acc: 0.6833
Epoch 4357/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4371 - acc: 0.8139 - val_loss: 0.9515 - val_acc: 0.6833
Epoch 4358/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4348 - acc: 0.8056 - val_loss: 0.9446 - val_acc: 0.6778
Epoch 4359/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4340 - acc: 0.8083 - val_loss: 0.9382 - val_acc: 0.6833
Epoch 4360/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4343 - acc: 0.8069 - val_loss: 0.9558 - val_acc: 0.6778
Epoch 4361/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4356 - acc: 0.8083 - val_loss: 0.9290 - val_acc: 0.6833
Epoch 4362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4370 - acc: 0.8028 - val_loss: 0.9653 - val_acc: 0.6722
Epoch 4363/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4392 - acc: 0.7958 - val_loss: 0.9237 - val_acc: 0.6833
Epoch 4364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4407 - acc: 0.8000 - val_loss: 0.9735 - val_acc: 0.6722
Epoch 4365/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4430 - acc: 0.7958 - val_loss: 0.9214 - val_acc: 0.6722
Epoch 4366/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4440 - acc: 0.7931 - val_loss: 0.9785 - val_acc: 0.6722
Epoch 4367/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4452 - acc: 0.7958 - val_loss: 0.9233 - val_acc: 0.6722
Epoch 4368/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4449 - acc: 0.7944 - val_loss: 0.9767 - val_acc: 0.6667
Epoch 4369/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4439 - acc: 0.8056 - val_loss: 0.9303 - val_acc: 0.6778
Epoch 4370/15000
720/720 [==============================] - 0s 32us/step - loss: 0.4426 - acc: 0.8014 - val_loss: 0.9677 - val_acc: 0.6611
Epoch 4371/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4405 - acc: 0.8111 - val_loss: 0.9401 - val_acc: 0.6722
Epoch 4372/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4393 - acc: 0.8042 - val_loss: 0.9546 - val_acc: 0.6556
Epoch 4373/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4379 - acc: 0.8083 - val_loss: 0.9502 - val_acc: 0.6778
Epoch 4374/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4376 - acc: 0.8028 - val_loss: 0.9423 - val_acc: 0.6667
Epoch 4375/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4366 - acc: 0.8083 - val_loss: 0.9591 - val_acc: 0.6833
Epoch 4376/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4366 - acc: 0.8056 - val_loss: 0.9334 - val_acc: 0.6778
Epoch 4377/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4360 - acc: 0.8056 - val_loss: 0.9660 - val_acc: 0.6667
Epoch 4378/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4368 - acc: 0.8014 - val_loss: 0.9283 - val_acc: 0.6778
Epoch 4379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4383 - acc: 0.7986 - val_loss: 0.9753 - val_acc: 0.6667
Epoch 4380/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4415 - acc: 0.8056 - val_loss: 0.9258 - val_acc: 0.6778
Epoch 4381/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4459 - acc: 0.7958 - val_loss: 0.9871 - val_acc: 0.6444
Epoch 4382/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4504 - acc: 0.8028 - val_loss: 0.9262 - val_acc: 0.6833
Epoch 4383/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4545 - acc: 0.7889 - val_loss: 0.9906 - val_acc: 0.6444
Epoch 4384/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4534 - acc: 0.7986 - val_loss: 0.9291 - val_acc: 0.6778
Epoch 4385/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4493 - acc: 0.7972 - val_loss: 0.9752 - val_acc: 0.6667
Epoch 4386/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4409 - acc: 0.8069 - val_loss: 0.9394 - val_acc: 0.6833
Epoch 4387/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4341 - acc: 0.8111 - val_loss: 0.9526 - val_acc: 0.6667
Epoch 4388/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4315 - acc: 0.8097 - val_loss: 0.9591 - val_acc: 0.6667
Epoch 4389/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4332 - acc: 0.8083 - val_loss: 0.9361 - val_acc: 0.6722
Epoch 4390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4375 - acc: 0.8028 - val_loss: 0.9743 - val_acc: 0.6611
Epoch 4391/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4419 - acc: 0.8083 - val_loss: 0.9269 - val_acc: 0.6833
Epoch 4392/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4459 - acc: 0.7986 - val_loss: 0.9806 - val_acc: 0.6556
Epoch 4393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4466 - acc: 0.8056 - val_loss: 0.9233 - val_acc: 0.6778
Epoch 4394/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4454 - acc: 0.7958 - val_loss: 0.9768 - val_acc: 0.6722
Epoch 4395/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4423 - acc: 0.7986 - val_loss: 0.9274 - val_acc: 0.6833
Epoch 4396/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4384 - acc: 0.8014 - val_loss: 0.9684 - val_acc: 0.6778
Epoch 4397/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4362 - acc: 0.8042 - val_loss: 0.9420 - val_acc: 0.6833
Epoch 4398/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4342 - acc: 0.8028 - val_loss: 0.9571 - val_acc: 0.6833
Epoch 4399/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4337 - acc: 0.8056 - val_loss: 0.9577 - val_acc: 0.6889
Epoch 4400/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4333 - acc: 0.8042 - val_loss: 0.9429 - val_acc: 0.6667
Epoch 4401/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4340 - acc: 0.8069 - val_loss: 0.9667 - val_acc: 0.6778
Epoch 4402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4351 - acc: 0.8056 - val_loss: 0.9305 - val_acc: 0.6722
Epoch 4403/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4369 - acc: 0.8042 - val_loss: 0.9733 - val_acc: 0.6778
Epoch 4404/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4392 - acc: 0.8028 - val_loss: 0.9247 - val_acc: 0.6722
Epoch 4405/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4409 - acc: 0.7986 - val_loss: 0.9834 - val_acc: 0.6778
Epoch 4406/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4431 - acc: 0.8014 - val_loss: 0.9278 - val_acc: 0.6778
Epoch 4407/15000
720/720 [==============================] - 0s 8us/step - loss: 0.4421 - acc: 0.8000 - val_loss: 0.9881 - val_acc: 0.6722
Epoch 4408/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4416 - acc: 0.7972 - val_loss: 0.9367 - val_acc: 0.6722
Epoch 4409/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4386 - acc: 0.8000 - val_loss: 0.9792 - val_acc: 0.6556
Epoch 4410/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4361 - acc: 0.8056 - val_loss: 0.9457 - val_acc: 0.6778
Epoch 4411/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4338 - acc: 0.8042 - val_loss: 0.9632 - val_acc: 0.6611
Epoch 4412/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4323 - acc: 0.8083 - val_loss: 0.9518 - val_acc: 0.6722
Epoch 4413/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4317 - acc: 0.8083 - val_loss: 0.9466 - val_acc: 0.6722
Epoch 4414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4313 - acc: 0.8097 - val_loss: 0.9583 - val_acc: 0.6833
Epoch 4415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4315 - acc: 0.8111 - val_loss: 0.9375 - val_acc: 0.6778
Epoch 4416/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4317 - acc: 0.8042 - val_loss: 0.9675 - val_acc: 0.6722
Epoch 4417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4330 - acc: 0.8056 - val_loss: 0.9357 - val_acc: 0.6722
Epoch 4418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4349 - acc: 0.7986 - val_loss: 0.9802 - val_acc: 0.6500
Epoch 4419/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4378 - acc: 0.8056 - val_loss: 0.9339 - val_acc: 0.6667
Epoch 4420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4414 - acc: 0.7972 - val_loss: 0.9927 - val_acc: 0.6500
Epoch 4421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4453 - acc: 0.8000 - val_loss: 0.9295 - val_acc: 0.6778
Epoch 4422/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4489 - acc: 0.7931 - val_loss: 0.9964 - val_acc: 0.6667
Epoch 4423/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4497 - acc: 0.8000 - val_loss: 0.9278 - val_acc: 0.6778
Epoch 4424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4473 - acc: 0.7917 - val_loss: 0.9841 - val_acc: 0.6667
Epoch 4425/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4409 - acc: 0.8014 - val_loss: 0.9379 - val_acc: 0.6778
Epoch 4426/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4339 - acc: 0.8125 - val_loss: 0.9632 - val_acc: 0.6722
Epoch 4427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4297 - acc: 0.8042 - val_loss: 0.9599 - val_acc: 0.6778
Epoch 4428/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4293 - acc: 0.8056 - val_loss: 0.9429 - val_acc: 0.6722
Epoch 4429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4319 - acc: 0.8111 - val_loss: 0.9763 - val_acc: 0.6722
Epoch 4430/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4359 - acc: 0.8056 - val_loss: 0.9297 - val_acc: 0.6833
Epoch 4431/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4405 - acc: 0.7986 - val_loss: 0.9852 - val_acc: 0.6611
Epoch 4432/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4437 - acc: 0.8042 - val_loss: 0.9241 - val_acc: 0.6833
Epoch 4433/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4446 - acc: 0.7958 - val_loss: 0.9863 - val_acc: 0.6722
Epoch 4434/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4426 - acc: 0.7944 - val_loss: 0.9307 - val_acc: 0.6722
Epoch 4435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4377 - acc: 0.7972 - val_loss: 0.9764 - val_acc: 0.6722
Epoch 4436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4334 - acc: 0.8000 - val_loss: 0.9462 - val_acc: 0.6833
Epoch 4437/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4301 - acc: 0.8028 - val_loss: 0.9606 - val_acc: 0.6667
Epoch 4438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4289 - acc: 0.8097 - val_loss: 0.9634 - val_acc: 0.6778
Epoch 4439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4294 - acc: 0.8069 - val_loss: 0.9456 - val_acc: 0.6556
Epoch 4440/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4311 - acc: 0.8125 - val_loss: 0.9736 - val_acc: 0.6778
Epoch 4441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4334 - acc: 0.8042 - val_loss: 0.9327 - val_acc: 0.6722
Epoch 4442/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4357 - acc: 0.8000 - val_loss: 0.9818 - val_acc: 0.6722
Epoch 4443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4377 - acc: 0.8014 - val_loss: 0.9301 - val_acc: 0.6722
Epoch 4444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4387 - acc: 0.8028 - val_loss: 0.9883 - val_acc: 0.6667
Epoch 4445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4398 - acc: 0.8000 - val_loss: 0.9351 - val_acc: 0.6778
Epoch 4446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4391 - acc: 0.7958 - val_loss: 0.9922 - val_acc: 0.6500
Epoch 4447/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4380 - acc: 0.8014 - val_loss: 0.9436 - val_acc: 0.6778
Epoch 4448/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4347 - acc: 0.8042 - val_loss: 0.9815 - val_acc: 0.6611
Epoch 4449/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4314 - acc: 0.8028 - val_loss: 0.9522 - val_acc: 0.6778
Epoch 4450/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4285 - acc: 0.8083 - val_loss: 0.9630 - val_acc: 0.6667
Epoch 4451/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4270 - acc: 0.8069 - val_loss: 0.9590 - val_acc: 0.6667
Epoch 4452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4269 - acc: 0.8083 - val_loss: 0.9481 - val_acc: 0.6889
Epoch 4453/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4277 - acc: 0.8042 - val_loss: 0.9671 - val_acc: 0.6722
Epoch 4454/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4292 - acc: 0.8083 - val_loss: 0.9415 - val_acc: 0.6778
Epoch 4455/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4306 - acc: 0.7986 - val_loss: 0.9789 - val_acc: 0.6611
Epoch 4456/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4324 - acc: 0.8014 - val_loss: 0.9387 - val_acc: 0.6778
Epoch 4457/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4339 - acc: 0.7931 - val_loss: 0.9894 - val_acc: 0.6722
Epoch 4458/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4363 - acc: 0.8042 - val_loss: 0.9365 - val_acc: 0.6667
Epoch 4459/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4386 - acc: 0.7986 - val_loss: 0.9950 - val_acc: 0.6556
Epoch 4460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4412 - acc: 0.8028 - val_loss: 0.9345 - val_acc: 0.6778
Epoch 4461/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4431 - acc: 0.7958 - val_loss: 0.9930 - val_acc: 0.6667
Epoch 4462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4419 - acc: 0.8042 - val_loss: 0.9389 - val_acc: 0.6778
Epoch 4463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4388 - acc: 0.8014 - val_loss: 0.9798 - val_acc: 0.6778
Epoch 4464/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4333 - acc: 0.8097 - val_loss: 0.9506 - val_acc: 0.6667
Epoch 4465/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4288 - acc: 0.8153 - val_loss: 0.9623 - val_acc: 0.6722
Epoch 4466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4262 - acc: 0.8069 - val_loss: 0.9643 - val_acc: 0.6667
Epoch 4467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4261 - acc: 0.8042 - val_loss: 0.9482 - val_acc: 0.6611
Epoch 4468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4278 - acc: 0.8167 - val_loss: 0.9759 - val_acc: 0.6722
Epoch 4469/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4306 - acc: 0.8097 - val_loss: 0.9374 - val_acc: 0.6778
Epoch 4470/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4343 - acc: 0.8014 - val_loss: 0.9874 - val_acc: 0.6611
Epoch 4471/15000
720/720 [==============================] - 0s 4us/step - loss: 0.4377 - acc: 0.8056 - val_loss: 0.9332 - val_acc: 0.6778
Epoch 4472/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4408 - acc: 0.7972 - val_loss: 0.9946 - val_acc: 0.6500
Epoch 4473/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4418 - acc: 0.8056 - val_loss: 0.9360 - val_acc: 0.6778
Epoch 4474/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4410 - acc: 0.7944 - val_loss: 0.9942 - val_acc: 0.6444
Epoch 4475/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4377 - acc: 0.8000 - val_loss: 0.9445 - val_acc: 0.6778
Epoch 4476/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4332 - acc: 0.8014 - val_loss: 0.9819 - val_acc: 0.6667
Epoch 4477/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4290 - acc: 0.8083 - val_loss: 0.9584 - val_acc: 0.6833
Epoch 4478/15000
720/720 [==============================] - 0s 20us/step - loss: 0.4261 - acc: 0.8014 - val_loss: 0.9631 - val_acc: 0.6667
Epoch 4479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4252 - acc: 0.8083 - val_loss: 0.9711 - val_acc: 0.6556
Epoch 4480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4260 - acc: 0.8097 - val_loss: 0.9471 - val_acc: 0.6778
Epoch 4481/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4283 - acc: 0.8083 - val_loss: 0.9815 - val_acc: 0.6556
Epoch 4482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4311 - acc: 0.8083 - val_loss: 0.9391 - val_acc: 0.6667
Epoch 4483/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4342 - acc: 0.8014 - val_loss: 0.9926 - val_acc: 0.6444
Epoch 4484/15000
720/720 [==============================] - 0s 9us/step - loss: 0.4371 - acc: 0.8014 - val_loss: 0.9365 - val_acc: 0.6778
Epoch 4485/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4390 - acc: 0.7972 - val_loss: 1.0009 - val_acc: 0.6611
Epoch 4486/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4399 - acc: 0.8014 - val_loss: 0.9389 - val_acc: 0.6778
Epoch 4487/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4379 - acc: 0.8000 - val_loss: 0.9959 - val_acc: 0.6667
Epoch 4488/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4347 - acc: 0.8000 - val_loss: 0.9474 - val_acc: 0.6889
Epoch 4489/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4301 - acc: 0.8125 - val_loss: 0.9788 - val_acc: 0.6667
Epoch 4490/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4264 - acc: 0.8097 - val_loss: 0.9602 - val_acc: 0.6722
Epoch 4491/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4243 - acc: 0.8097 - val_loss: 0.9599 - val_acc: 0.6833
Epoch 4492/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4241 - acc: 0.8125 - val_loss: 0.9720 - val_acc: 0.6667
Epoch 4493/15000
720/720 [==============================] - 0s 23us/step - loss: 0.4251 - acc: 0.8097 - val_loss: 0.9469 - val_acc: 0.6833
Epoch 4494/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4269 - acc: 0.8042 - val_loss: 0.9827 - val_acc: 0.6667
Epoch 4495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4293 - acc: 0.8056 - val_loss: 0.9402 - val_acc: 0.6778
Epoch 4496/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4317 - acc: 0.8014 - val_loss: 0.9925 - val_acc: 0.6722
Epoch 4497/15000
720/720 [==============================] - 0s 8us/step - loss: 0.4344 - acc: 0.8042 - val_loss: 0.9382 - val_acc: 0.6722
Epoch 4498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4358 - acc: 0.7972 - val_loss: 0.9972 - val_acc: 0.6667
Epoch 4499/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4365 - acc: 0.8000 - val_loss: 0.9409 - val_acc: 0.6667
Epoch 4500/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4351 - acc: 0.7944 - val_loss: 0.9928 - val_acc: 0.6667
Epoch 4501/15000
720/720 [==============================] - 0s 1us/step - loss: 0.4325 - acc: 0.8000 - val_loss: 0.9492 - val_acc: 0.6722
Epoch 4502/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4294 - acc: 0.8125 - val_loss: 0.9805 - val_acc: 0.6667
Epoch 4503/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4267 - acc: 0.8111 - val_loss: 0.9596 - val_acc: 0.6722
Epoch 4504/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4250 - acc: 0.8069 - val_loss: 0.9662 - val_acc: 0.6778
Epoch 4505/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4242 - acc: 0.8083 - val_loss: 0.9695 - val_acc: 0.6778
Epoch 4506/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4245 - acc: 0.8069 - val_loss: 0.9548 - val_acc: 0.6778
Epoch 4507/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4250 - acc: 0.8153 - val_loss: 0.9787 - val_acc: 0.6833
Epoch 4508/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4263 - acc: 0.8069 - val_loss: 0.9478 - val_acc: 0.6833
Epoch 4509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4273 - acc: 0.8083 - val_loss: 0.9879 - val_acc: 0.6722
Epoch 4510/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4291 - acc: 0.8028 - val_loss: 0.9447 - val_acc: 0.6778
Epoch 4511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4306 - acc: 0.7986 - val_loss: 0.9967 - val_acc: 0.6500
Epoch 4512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4329 - acc: 0.8014 - val_loss: 0.9441 - val_acc: 0.6778
Epoch 4513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4351 - acc: 0.7958 - val_loss: 1.0030 - val_acc: 0.6500
Epoch 4514/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4368 - acc: 0.8028 - val_loss: 0.9461 - val_acc: 0.6667
Epoch 4515/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4383 - acc: 0.8042 - val_loss: 1.0005 - val_acc: 0.6556
Epoch 4516/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4370 - acc: 0.8083 - val_loss: 0.9521 - val_acc: 0.6667
Epoch 4517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4354 - acc: 0.8083 - val_loss: 0.9879 - val_acc: 0.6667
Epoch 4518/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4309 - acc: 0.8167 - val_loss: 0.9614 - val_acc: 0.6611
Epoch 4519/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4273 - acc: 0.8083 - val_loss: 0.9707 - val_acc: 0.6778
Epoch 4520/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4240 - acc: 0.8097 - val_loss: 0.9728 - val_acc: 0.6667
Epoch 4521/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4229 - acc: 0.8139 - val_loss: 0.9564 - val_acc: 0.6778
Epoch 4522/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4234 - acc: 0.8083 - val_loss: 0.9851 - val_acc: 0.6611
Epoch 4523/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4256 - acc: 0.8028 - val_loss: 0.9474 - val_acc: 0.6722
Epoch 4524/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4289 - acc: 0.8042 - val_loss: 0.9967 - val_acc: 0.6333
Epoch 4525/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4328 - acc: 0.8069 - val_loss: 0.9430 - val_acc: 0.6833
Epoch 4526/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4370 - acc: 0.8028 - val_loss: 1.0037 - val_acc: 0.6444
Epoch 4527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4390 - acc: 0.8069 - val_loss: 0.9424 - val_acc: 0.6778
Epoch 4528/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4395 - acc: 0.8056 - val_loss: 0.9998 - val_acc: 0.6611
Epoch 4529/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4354 - acc: 0.8042 - val_loss: 0.9486 - val_acc: 0.6722
Epoch 4530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4300 - acc: 0.8083 - val_loss: 0.9852 - val_acc: 0.6667
Epoch 4531/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4246 - acc: 0.8097 - val_loss: 0.9632 - val_acc: 0.6722
Epoch 4532/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4214 - acc: 0.8111 - val_loss: 0.9688 - val_acc: 0.6722
Epoch 4533/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4209 - acc: 0.8111 - val_loss: 0.9779 - val_acc: 0.6611
Epoch 4534/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4223 - acc: 0.8125 - val_loss: 0.9555 - val_acc: 0.6667
Epoch 4535/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4251 - acc: 0.8167 - val_loss: 0.9886 - val_acc: 0.6556
Epoch 4536/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4280 - acc: 0.8097 - val_loss: 0.9469 - val_acc: 0.6778
Epoch 4537/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4310 - acc: 0.8097 - val_loss: 0.9961 - val_acc: 0.6611
Epoch 4538/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4325 - acc: 0.8028 - val_loss: 0.9439 - val_acc: 0.6778
Epoch 4539/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4332 - acc: 0.8028 - val_loss: 0.9984 - val_acc: 0.6556
Epoch 4540/15000
720/720 [==============================] - 0s 32us/step - loss: 0.4322 - acc: 0.8028 - val_loss: 0.9472 - val_acc: 0.6778
Epoch 4541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4300 - acc: 0.8000 - val_loss: 0.9967 - val_acc: 0.6667
Epoch 4542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4278 - acc: 0.8014 - val_loss: 0.9570 - val_acc: 0.6833
Epoch 4543/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4251 - acc: 0.8056 - val_loss: 0.9891 - val_acc: 0.6667
Epoch 4544/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4234 - acc: 0.8083 - val_loss: 0.9674 - val_acc: 0.6778
Epoch 4545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4218 - acc: 0.8042 - val_loss: 0.9751 - val_acc: 0.6611
Epoch 4546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4210 - acc: 0.8125 - val_loss: 0.9747 - val_acc: 0.6722
Epoch 4547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4208 - acc: 0.8125 - val_loss: 0.9611 - val_acc: 0.6667
Epoch 4548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4213 - acc: 0.8125 - val_loss: 0.9815 - val_acc: 0.6667
Epoch 4549/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4223 - acc: 0.8111 - val_loss: 0.9522 - val_acc: 0.6667
Epoch 4550/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4240 - acc: 0.8167 - val_loss: 0.9922 - val_acc: 0.6722
Epoch 4551/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4263 - acc: 0.8056 - val_loss: 0.9488 - val_acc: 0.6722
Epoch 4552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4291 - acc: 0.8014 - val_loss: 1.0071 - val_acc: 0.6667
Epoch 4553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4327 - acc: 0.8069 - val_loss: 0.9493 - val_acc: 0.6778
Epoch 4554/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4349 - acc: 0.8000 - val_loss: 1.0168 - val_acc: 0.6611
Epoch 4555/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4367 - acc: 0.8028 - val_loss: 0.9512 - val_acc: 0.6778
Epoch 4556/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4346 - acc: 0.7986 - val_loss: 1.0090 - val_acc: 0.6444
Epoch 4557/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4310 - acc: 0.8000 - val_loss: 0.9568 - val_acc: 0.6833
Epoch 4558/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4262 - acc: 0.8111 - val_loss: 0.9874 - val_acc: 0.6722
Epoch 4559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4222 - acc: 0.8111 - val_loss: 0.9693 - val_acc: 0.6667
Epoch 4560/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4203 - acc: 0.8125 - val_loss: 0.9685 - val_acc: 0.6833
Epoch 4561/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4203 - acc: 0.8097 - val_loss: 0.9834 - val_acc: 0.6667
Epoch 4562/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4218 - acc: 0.8097 - val_loss: 0.9573 - val_acc: 0.6778
Epoch 4563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4233 - acc: 0.8028 - val_loss: 0.9961 - val_acc: 0.6667
Epoch 4564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4259 - acc: 0.8014 - val_loss: 0.9517 - val_acc: 0.6778
Epoch 4565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4274 - acc: 0.8042 - val_loss: 1.0046 - val_acc: 0.6667
Epoch 4566/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4298 - acc: 0.8069 - val_loss: 0.9492 - val_acc: 0.6778
Epoch 4567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4315 - acc: 0.7986 - val_loss: 1.0062 - val_acc: 0.6556
Epoch 4568/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4326 - acc: 0.8042 - val_loss: 0.9512 - val_acc: 0.6833
Epoch 4569/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4333 - acc: 0.8083 - val_loss: 1.0015 - val_acc: 0.6556
Epoch 4570/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4310 - acc: 0.8097 - val_loss: 0.9596 - val_acc: 0.6667
Epoch 4571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4286 - acc: 0.8097 - val_loss: 0.9901 - val_acc: 0.6611
Epoch 4572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4244 - acc: 0.8167 - val_loss: 0.9699 - val_acc: 0.6722
Epoch 4573/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4214 - acc: 0.8111 - val_loss: 0.9762 - val_acc: 0.6500
Epoch 4574/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4194 - acc: 0.8139 - val_loss: 0.9793 - val_acc: 0.6667
Epoch 4575/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4191 - acc: 0.8083 - val_loss: 0.9643 - val_acc: 0.6556
Epoch 4576/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4201 - acc: 0.8167 - val_loss: 0.9881 - val_acc: 0.6722
Epoch 4577/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4219 - acc: 0.8125 - val_loss: 0.9559 - val_acc: 0.6722
Epoch 4578/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4245 - acc: 0.8139 - val_loss: 0.9974 - val_acc: 0.6556
Epoch 4579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4269 - acc: 0.8097 - val_loss: 0.9522 - val_acc: 0.6778
Epoch 4580/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4299 - acc: 0.8139 - val_loss: 1.0062 - val_acc: 0.6500
Epoch 4581/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4316 - acc: 0.8056 - val_loss: 0.9533 - val_acc: 0.6722
Epoch 4582/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4333 - acc: 0.8014 - val_loss: 1.0123 - val_acc: 0.6444
Epoch 4583/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4326 - acc: 0.8028 - val_loss: 0.9580 - val_acc: 0.6722
Epoch 4584/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4305 - acc: 0.8028 - val_loss: 1.0080 - val_acc: 0.6444
Epoch 4585/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4266 - acc: 0.8014 - val_loss: 0.9658 - val_acc: 0.6833
Epoch 4586/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4222 - acc: 0.8097 - val_loss: 0.9914 - val_acc: 0.6611
Epoch 4587/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4187 - acc: 0.8111 - val_loss: 0.9748 - val_acc: 0.6722
Epoch 4588/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4169 - acc: 0.8111 - val_loss: 0.9726 - val_acc: 0.6667
Epoch 4589/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4170 - acc: 0.8125 - val_loss: 0.9844 - val_acc: 0.6500
Epoch 4590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4185 - acc: 0.8153 - val_loss: 0.9619 - val_acc: 0.6611
Epoch 4591/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4208 - acc: 0.8153 - val_loss: 0.9957 - val_acc: 0.6556
Epoch 4592/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4232 - acc: 0.8083 - val_loss: 0.9565 - val_acc: 0.6778
Epoch 4593/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4257 - acc: 0.8056 - val_loss: 1.0071 - val_acc: 0.6389
Epoch 4594/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4280 - acc: 0.8097 - val_loss: 0.9541 - val_acc: 0.6722
Epoch 4595/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4303 - acc: 0.7972 - val_loss: 1.0149 - val_acc: 0.6556
Epoch 4596/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4320 - acc: 0.8042 - val_loss: 0.9533 - val_acc: 0.6778
Epoch 4597/15000
720/720 [==============================] - 0s 4us/step - loss: 0.4322 - acc: 0.8000 - val_loss: 1.0127 - val_acc: 0.6722
Epoch 4598/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4301 - acc: 0.8028 - val_loss: 0.9586 - val_acc: 0.6722
Epoch 4599/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4259 - acc: 0.8056 - val_loss: 0.9982 - val_acc: 0.6667
Epoch 4600/15000
720/720 [==============================] - 0s 17us/step - loss: 0.4210 - acc: 0.8097 - val_loss: 0.9703 - val_acc: 0.6722
Epoch 4601/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4172 - acc: 0.8167 - val_loss: 0.9789 - val_acc: 0.6722
Epoch 4602/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4156 - acc: 0.8125 - val_loss: 0.9830 - val_acc: 0.6667
Epoch 4603/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4160 - acc: 0.8111 - val_loss: 0.9650 - val_acc: 0.6611
Epoch 4604/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4178 - acc: 0.8181 - val_loss: 0.9942 - val_acc: 0.6667
Epoch 4605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4206 - acc: 0.8153 - val_loss: 0.9559 - val_acc: 0.6722
Epoch 4606/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4236 - acc: 0.8083 - val_loss: 1.0058 - val_acc: 0.6556
Epoch 4607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4267 - acc: 0.8069 - val_loss: 0.9532 - val_acc: 0.6778
Epoch 4608/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4290 - acc: 0.7986 - val_loss: 1.0136 - val_acc: 0.6556
Epoch 4609/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4303 - acc: 0.8042 - val_loss: 0.9558 - val_acc: 0.6722
Epoch 4610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4298 - acc: 0.7972 - val_loss: 1.0134 - val_acc: 0.6389
Epoch 4611/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4276 - acc: 0.8083 - val_loss: 0.9636 - val_acc: 0.6722
Epoch 4612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4241 - acc: 0.8083 - val_loss: 1.0022 - val_acc: 0.6500
Epoch 4613/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4203 - acc: 0.8125 - val_loss: 0.9738 - val_acc: 0.6778
Epoch 4614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4172 - acc: 0.8167 - val_loss: 0.9846 - val_acc: 0.6444
Epoch 4615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4154 - acc: 0.8167 - val_loss: 0.9842 - val_acc: 0.6667
Epoch 4616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4151 - acc: 0.8139 - val_loss: 0.9696 - val_acc: 0.6722
Epoch 4617/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4160 - acc: 0.8153 - val_loss: 0.9946 - val_acc: 0.6611
Epoch 4618/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4179 - acc: 0.8083 - val_loss: 0.9619 - val_acc: 0.6778
Epoch 4619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4202 - acc: 0.8097 - val_loss: 1.0071 - val_acc: 0.6444
Epoch 4620/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4233 - acc: 0.8069 - val_loss: 0.9586 - val_acc: 0.6722
Epoch 4621/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4261 - acc: 0.8028 - val_loss: 1.0188 - val_acc: 0.6444
Epoch 4622/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4292 - acc: 0.8125 - val_loss: 0.9582 - val_acc: 0.6722
Epoch 4623/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4307 - acc: 0.7986 - val_loss: 1.0222 - val_acc: 0.6333
Epoch 4624/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4307 - acc: 0.8028 - val_loss: 0.9610 - val_acc: 0.6722
Epoch 4625/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4288 - acc: 0.8056 - val_loss: 1.0118 - val_acc: 0.6611
Epoch 4626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4248 - acc: 0.8014 - val_loss: 0.9700 - val_acc: 0.6667
Epoch 4627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4211 - acc: 0.8153 - val_loss: 0.9934 - val_acc: 0.6556
Epoch 4628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4179 - acc: 0.8167 - val_loss: 0.9843 - val_acc: 0.6611
Epoch 4629/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4167 - acc: 0.8167 - val_loss: 0.9771 - val_acc: 0.6667
Epoch 4630/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4167 - acc: 0.8153 - val_loss: 0.9986 - val_acc: 0.6722
Epoch 4631/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4184 - acc: 0.8111 - val_loss: 0.9661 - val_acc: 0.6778
Epoch 4632/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4199 - acc: 0.8139 - val_loss: 1.0094 - val_acc: 0.6667
Epoch 4633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4226 - acc: 0.8056 - val_loss: 0.9598 - val_acc: 0.6722
Epoch 4634/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4242 - acc: 0.8097 - val_loss: 1.0151 - val_acc: 0.6556
Epoch 4635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4263 - acc: 0.8083 - val_loss: 0.9589 - val_acc: 0.6778
Epoch 4636/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4277 - acc: 0.8056 - val_loss: 1.0150 - val_acc: 0.6556
Epoch 4637/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4278 - acc: 0.8042 - val_loss: 0.9652 - val_acc: 0.6722
Epoch 4638/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4279 - acc: 0.8111 - val_loss: 1.0093 - val_acc: 0.6500
Epoch 4639/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4254 - acc: 0.8153 - val_loss: 0.9761 - val_acc: 0.6778
Epoch 4640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4235 - acc: 0.8139 - val_loss: 0.9975 - val_acc: 0.6556
Epoch 4641/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4198 - acc: 0.8167 - val_loss: 0.9851 - val_acc: 0.6667
Epoch 4642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4174 - acc: 0.8125 - val_loss: 0.9831 - val_acc: 0.6500
Epoch 4643/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4152 - acc: 0.8208 - val_loss: 0.9919 - val_acc: 0.6722
Epoch 4644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4147 - acc: 0.8139 - val_loss: 0.9716 - val_acc: 0.6500
Epoch 4645/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4155 - acc: 0.8194 - val_loss: 1.0006 - val_acc: 0.6556
Epoch 4646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4176 - acc: 0.8181 - val_loss: 0.9662 - val_acc: 0.6611
Epoch 4647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4209 - acc: 0.8153 - val_loss: 1.0113 - val_acc: 0.6500
Epoch 4648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4243 - acc: 0.8111 - val_loss: 0.9652 - val_acc: 0.6556
Epoch 4649/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4283 - acc: 0.8125 - val_loss: 1.0207 - val_acc: 0.6500
Epoch 4650/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4295 - acc: 0.8083 - val_loss: 0.9650 - val_acc: 0.6611
Epoch 4651/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4298 - acc: 0.8056 - val_loss: 1.0220 - val_acc: 0.6389
Epoch 4652/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4267 - acc: 0.8042 - val_loss: 0.9675 - val_acc: 0.6722
Epoch 4653/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4226 - acc: 0.8083 - val_loss: 1.0126 - val_acc: 0.6667
Epoch 4654/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4185 - acc: 0.8111 - val_loss: 0.9772 - val_acc: 0.6667
Epoch 4655/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4153 - acc: 0.8153 - val_loss: 0.9971 - val_acc: 0.6722
Epoch 4656/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4140 - acc: 0.8111 - val_loss: 0.9894 - val_acc: 0.6500
Epoch 4657/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4138 - acc: 0.8139 - val_loss: 0.9814 - val_acc: 0.6667
Epoch 4658/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4144 - acc: 0.8097 - val_loss: 0.9987 - val_acc: 0.6500
Epoch 4659/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4153 - acc: 0.8208 - val_loss: 0.9696 - val_acc: 0.6611
Epoch 4660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4168 - acc: 0.8208 - val_loss: 1.0076 - val_acc: 0.6444
Epoch 4661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4187 - acc: 0.8111 - val_loss: 0.9634 - val_acc: 0.6722
Epoch 4662/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4213 - acc: 0.8083 - val_loss: 1.0182 - val_acc: 0.6556
Epoch 4663/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4244 - acc: 0.8139 - val_loss: 0.9621 - val_acc: 0.6667
Epoch 4664/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4259 - acc: 0.8042 - val_loss: 1.0250 - val_acc: 0.6556
Epoch 4665/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4264 - acc: 0.8111 - val_loss: 0.9670 - val_acc: 0.6778
Epoch 4666/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4238 - acc: 0.8000 - val_loss: 1.0189 - val_acc: 0.6500
Epoch 4667/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4205 - acc: 0.8097 - val_loss: 0.9753 - val_acc: 0.6722
Epoch 4668/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4170 - acc: 0.8181 - val_loss: 1.0034 - val_acc: 0.6500
Epoch 4669/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4142 - acc: 0.8194 - val_loss: 0.9848 - val_acc: 0.6722
Epoch 4670/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4127 - acc: 0.8125 - val_loss: 0.9879 - val_acc: 0.6500
Epoch 4671/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4120 - acc: 0.8153 - val_loss: 0.9939 - val_acc: 0.6778
Epoch 4672/15000
720/720 [==============================] - 0s 32us/step - loss: 0.4121 - acc: 0.8125 - val_loss: 0.9768 - val_acc: 0.6556
Epoch 4673/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4126 - acc: 0.8194 - val_loss: 1.0040 - val_acc: 0.6611
Epoch 4674/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4140 - acc: 0.8083 - val_loss: 0.9710 - val_acc: 0.6722
Epoch 4675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4158 - acc: 0.8208 - val_loss: 1.0141 - val_acc: 0.6444
Epoch 4676/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4186 - acc: 0.8111 - val_loss: 0.9683 - val_acc: 0.6611
Epoch 4677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4222 - acc: 0.8083 - val_loss: 1.0248 - val_acc: 0.6444
Epoch 4678/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4258 - acc: 0.8042 - val_loss: 0.9662 - val_acc: 0.6778
Epoch 4679/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4296 - acc: 0.8042 - val_loss: 1.0305 - val_acc: 0.6389
Epoch 4680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4301 - acc: 0.8097 - val_loss: 0.9672 - val_acc: 0.6722
Epoch 4681/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4286 - acc: 0.8056 - val_loss: 1.0219 - val_acc: 0.6611
Epoch 4682/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4229 - acc: 0.8097 - val_loss: 0.9749 - val_acc: 0.6722
Epoch 4683/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4166 - acc: 0.8208 - val_loss: 1.0031 - val_acc: 0.6611
Epoch 4684/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4117 - acc: 0.8194 - val_loss: 0.9903 - val_acc: 0.6500
Epoch 4685/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4098 - acc: 0.8194 - val_loss: 0.9856 - val_acc: 0.6667
Epoch 4686/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4109 - acc: 0.8167 - val_loss: 1.0046 - val_acc: 0.6444
Epoch 4687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4137 - acc: 0.8194 - val_loss: 0.9719 - val_acc: 0.6611
Epoch 4688/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4176 - acc: 0.8208 - val_loss: 1.0155 - val_acc: 0.6556
Epoch 4689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4211 - acc: 0.8111 - val_loss: 0.9644 - val_acc: 0.6667
Epoch 4690/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4245 - acc: 0.8083 - val_loss: 1.0216 - val_acc: 0.6500
Epoch 4691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4254 - acc: 0.8069 - val_loss: 0.9639 - val_acc: 0.6778
Epoch 4692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4247 - acc: 0.8056 - val_loss: 1.0213 - val_acc: 0.6500
Epoch 4693/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4216 - acc: 0.8111 - val_loss: 0.9718 - val_acc: 0.6778
Epoch 4694/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4173 - acc: 0.8194 - val_loss: 1.0141 - val_acc: 0.6722
Epoch 4695/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4138 - acc: 0.8097 - val_loss: 0.9866 - val_acc: 0.6778
Epoch 4696/15000
720/720 [==============================] - 0s 2us/step - loss: 0.4112 - acc: 0.8139 - val_loss: 0.9991 - val_acc: 0.6556
Epoch 4697/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4103 - acc: 0.8194 - val_loss: 0.9982 - val_acc: 0.6611
Epoch 4698/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4105 - acc: 0.8194 - val_loss: 0.9827 - val_acc: 0.6556
Epoch 4699/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4117 - acc: 0.8167 - val_loss: 1.0059 - val_acc: 0.6556
Epoch 4700/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4135 - acc: 0.8208 - val_loss: 0.9707 - val_acc: 0.6611
Epoch 4701/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4159 - acc: 0.8264 - val_loss: 1.0162 - val_acc: 0.6556
Epoch 4702/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4186 - acc: 0.8111 - val_loss: 0.9669 - val_acc: 0.6722
Epoch 4703/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4216 - acc: 0.8069 - val_loss: 1.0303 - val_acc: 0.6389
Epoch 4704/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4245 - acc: 0.8139 - val_loss: 0.9702 - val_acc: 0.6722
Epoch 4705/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4256 - acc: 0.8028 - val_loss: 1.0375 - val_acc: 0.6389
Epoch 4706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4251 - acc: 0.8139 - val_loss: 0.9776 - val_acc: 0.6722
Epoch 4707/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4211 - acc: 0.8139 - val_loss: 1.0261 - val_acc: 0.6444
Epoch 4708/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4161 - acc: 0.8069 - val_loss: 0.9856 - val_acc: 0.6778
Epoch 4709/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4111 - acc: 0.8181 - val_loss: 1.0021 - val_acc: 0.6444
Epoch 4710/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4084 - acc: 0.8236 - val_loss: 0.9970 - val_acc: 0.6611
Epoch 4711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4081 - acc: 0.8208 - val_loss: 0.9827 - val_acc: 0.6778
Epoch 4712/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4095 - acc: 0.8194 - val_loss: 1.0090 - val_acc: 0.6556
Epoch 4713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4121 - acc: 0.8083 - val_loss: 0.9741 - val_acc: 0.6722
Epoch 4714/15000
720/720 [==============================] - 0s 3us/step - loss: 0.4145 - acc: 0.8167 - val_loss: 1.0211 - val_acc: 0.6444
Epoch 4715/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4173 - acc: 0.8125 - val_loss: 0.9716 - val_acc: 0.6722
Epoch 4716/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4191 - acc: 0.8125 - val_loss: 1.0289 - val_acc: 0.6444
Epoch 4717/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4211 - acc: 0.8139 - val_loss: 0.9712 - val_acc: 0.6611
Epoch 4718/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4223 - acc: 0.8069 - val_loss: 1.0291 - val_acc: 0.6556
Epoch 4719/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4223 - acc: 0.8069 - val_loss: 0.9750 - val_acc: 0.6722
Epoch 4720/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4215 - acc: 0.8181 - val_loss: 1.0205 - val_acc: 0.6556
Epoch 4721/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4182 - acc: 0.8153 - val_loss: 0.9845 - val_acc: 0.6722
Epoch 4722/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4148 - acc: 0.8139 - val_loss: 1.0057 - val_acc: 0.6556
Epoch 4723/15000
720/720 [==============================] - 0s 29us/step - loss: 0.4108 - acc: 0.8236 - val_loss: 0.9947 - val_acc: 0.6667
Epoch 4724/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4084 - acc: 0.8181 - val_loss: 0.9910 - val_acc: 0.6500
Epoch 4725/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4076 - acc: 0.8222 - val_loss: 1.0043 - val_acc: 0.6667
Epoch 4726/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4085 - acc: 0.8194 - val_loss: 0.9803 - val_acc: 0.6500
Epoch 4727/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4105 - acc: 0.8222 - val_loss: 1.0138 - val_acc: 0.6611
Epoch 4728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4133 - acc: 0.8194 - val_loss: 0.9736 - val_acc: 0.6611
Epoch 4729/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4169 - acc: 0.8208 - val_loss: 1.0247 - val_acc: 0.6611
Epoch 4730/15000
720/720 [==============================] - 0s 9us/step - loss: 0.4201 - acc: 0.8111 - val_loss: 0.9727 - val_acc: 0.6611
Epoch 4731/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4235 - acc: 0.8083 - val_loss: 1.0328 - val_acc: 0.6444
Epoch 4732/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4242 - acc: 0.8111 - val_loss: 0.9762 - val_acc: 0.6611
Epoch 4733/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4238 - acc: 0.8069 - val_loss: 1.0320 - val_acc: 0.6389
Epoch 4734/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4200 - acc: 0.8111 - val_loss: 0.9833 - val_acc: 0.6667
Epoch 4735/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4153 - acc: 0.8139 - val_loss: 1.0185 - val_acc: 0.6500
Epoch 4736/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4105 - acc: 0.8181 - val_loss: 0.9941 - val_acc: 0.6722
Epoch 4737/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4073 - acc: 0.8194 - val_loss: 0.9995 - val_acc: 0.6611
Epoch 4738/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4062 - acc: 0.8208 - val_loss: 1.0054 - val_acc: 0.6444
Epoch 4739/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4071 - acc: 0.8222 - val_loss: 0.9842 - val_acc: 0.6556
Epoch 4740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4094 - acc: 0.8250 - val_loss: 1.0166 - val_acc: 0.6500
Epoch 4741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4124 - acc: 0.8181 - val_loss: 0.9767 - val_acc: 0.6611
Epoch 4742/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4159 - acc: 0.8125 - val_loss: 1.0279 - val_acc: 0.6444
Epoch 4743/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4187 - acc: 0.8139 - val_loss: 0.9740 - val_acc: 0.6667
Epoch 4744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4213 - acc: 0.8097 - val_loss: 1.0363 - val_acc: 0.6389
Epoch 4745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4221 - acc: 0.8139 - val_loss: 0.9757 - val_acc: 0.6667
Epoch 4746/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4210 - acc: 0.8056 - val_loss: 1.0345 - val_acc: 0.6556
Epoch 4747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4180 - acc: 0.8139 - val_loss: 0.9829 - val_acc: 0.6667
Epoch 4748/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4135 - acc: 0.8194 - val_loss: 1.0204 - val_acc: 0.6667
Epoch 4749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4094 - acc: 0.8181 - val_loss: 0.9943 - val_acc: 0.6500
Epoch 4750/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4065 - acc: 0.8208 - val_loss: 1.0014 - val_acc: 0.6667
Epoch 4751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4054 - acc: 0.8236 - val_loss: 1.0050 - val_acc: 0.6389
Epoch 4752/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4057 - acc: 0.8236 - val_loss: 0.9866 - val_acc: 0.6667
Epoch 4753/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4072 - acc: 0.8194 - val_loss: 1.0147 - val_acc: 0.6444
Epoch 4754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4094 - acc: 0.8208 - val_loss: 0.9780 - val_acc: 0.6667
Epoch 4755/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4122 - acc: 0.8194 - val_loss: 1.0259 - val_acc: 0.6611
Epoch 4756/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4154 - acc: 0.8153 - val_loss: 0.9743 - val_acc: 0.6611
Epoch 4757/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4185 - acc: 0.8111 - val_loss: 1.0357 - val_acc: 0.6556
Epoch 4758/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4207 - acc: 0.8139 - val_loss: 0.9756 - val_acc: 0.6667
Epoch 4759/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4208 - acc: 0.8069 - val_loss: 1.0378 - val_acc: 0.6556
Epoch 4760/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4188 - acc: 0.8125 - val_loss: 0.9825 - val_acc: 0.6667
Epoch 4761/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4147 - acc: 0.8139 - val_loss: 1.0264 - val_acc: 0.6444
Epoch 4762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4102 - acc: 0.8153 - val_loss: 0.9936 - val_acc: 0.6778
Epoch 4763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4065 - acc: 0.8181 - val_loss: 1.0074 - val_acc: 0.6444
Epoch 4764/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4046 - acc: 0.8222 - val_loss: 1.0049 - val_acc: 0.6667
Epoch 4765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4044 - acc: 0.8292 - val_loss: 0.9909 - val_acc: 0.6444
Epoch 4766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4055 - acc: 0.8236 - val_loss: 1.0154 - val_acc: 0.6556
Epoch 4767/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4076 - acc: 0.8264 - val_loss: 0.9805 - val_acc: 0.6611
Epoch 4768/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4103 - acc: 0.8222 - val_loss: 1.0280 - val_acc: 0.6500
Epoch 4769/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4137 - acc: 0.8153 - val_loss: 0.9771 - val_acc: 0.6667
Epoch 4770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4170 - acc: 0.8097 - val_loss: 1.0404 - val_acc: 0.6389
Epoch 4771/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4201 - acc: 0.8153 - val_loss: 0.9790 - val_acc: 0.6722
Epoch 4772/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4215 - acc: 0.8028 - val_loss: 1.0450 - val_acc: 0.6389
Epoch 4773/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4207 - acc: 0.8139 - val_loss: 0.9848 - val_acc: 0.6722
Epoch 4774/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4173 - acc: 0.8083 - val_loss: 1.0342 - val_acc: 0.6444
Epoch 4775/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4122 - acc: 0.8153 - val_loss: 0.9948 - val_acc: 0.6667
Epoch 4776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4075 - acc: 0.8264 - val_loss: 1.0128 - val_acc: 0.6444
Epoch 4777/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4045 - acc: 0.8250 - val_loss: 1.0079 - val_acc: 0.6611
Epoch 4778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4039 - acc: 0.8194 - val_loss: 0.9943 - val_acc: 0.6556
Epoch 4779/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4051 - acc: 0.8250 - val_loss: 1.0212 - val_acc: 0.6556
Epoch 4780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4078 - acc: 0.8125 - val_loss: 0.9845 - val_acc: 0.6667
Epoch 4781/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4104 - acc: 0.8181 - val_loss: 1.0345 - val_acc: 0.6444
Epoch 4782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4140 - acc: 0.8125 - val_loss: 0.9809 - val_acc: 0.6667
Epoch 4783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4158 - acc: 0.8139 - val_loss: 1.0430 - val_acc: 0.6500
Epoch 4784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4179 - acc: 0.8153 - val_loss: 0.9809 - val_acc: 0.6722
Epoch 4785/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4178 - acc: 0.8069 - val_loss: 1.0402 - val_acc: 0.6556
Epoch 4786/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4168 - acc: 0.8097 - val_loss: 0.9869 - val_acc: 0.6722
Epoch 4787/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4154 - acc: 0.8194 - val_loss: 1.0293 - val_acc: 0.6444
Epoch 4788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4129 - acc: 0.8167 - val_loss: 0.9999 - val_acc: 0.6722
Epoch 4789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4117 - acc: 0.8194 - val_loss: 1.0159 - val_acc: 0.6500
Epoch 4790/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4095 - acc: 0.8208 - val_loss: 1.0123 - val_acc: 0.6778
Epoch 4791/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4088 - acc: 0.8208 - val_loss: 1.0023 - val_acc: 0.6556
Epoch 4792/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4068 - acc: 0.8194 - val_loss: 1.0182 - val_acc: 0.6722
Epoch 4793/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4064 - acc: 0.8111 - val_loss: 0.9919 - val_acc: 0.6444
Epoch 4794/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4062 - acc: 0.8236 - val_loss: 1.0228 - val_acc: 0.6611
Epoch 4795/15000
720/720 [==============================] - 0s 29us/step - loss: 0.4076 - acc: 0.8222 - val_loss: 0.9869 - val_acc: 0.6556
Epoch 4796/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4101 - acc: 0.8194 - val_loss: 1.0306 - val_acc: 0.6500
Epoch 4797/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4132 - acc: 0.8139 - val_loss: 0.9873 - val_acc: 0.6667
Epoch 4798/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4175 - acc: 0.8167 - val_loss: 1.0401 - val_acc: 0.6389
Epoch 4799/15000
720/720 [==============================] - 0s 2us/step - loss: 0.4197 - acc: 0.8139 - val_loss: 0.9901 - val_acc: 0.6611
Epoch 4800/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4221 - acc: 0.8097 - val_loss: 1.0450 - val_acc: 0.6444
Epoch 4801/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4199 - acc: 0.8125 - val_loss: 0.9927 - val_acc: 0.6611
Epoch 4802/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4167 - acc: 0.8069 - val_loss: 1.0387 - val_acc: 0.6444
Epoch 4803/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4113 - acc: 0.8139 - val_loss: 0.9986 - val_acc: 0.6778
Epoch 4804/15000
720/720 [==============================] - 0s 27us/step - loss: 0.4063 - acc: 0.8194 - val_loss: 1.0221 - val_acc: 0.6500
Epoch 4805/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4033 - acc: 0.8222 - val_loss: 1.0104 - val_acc: 0.6444
Epoch 4806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4025 - acc: 0.8278 - val_loss: 1.0040 - val_acc: 0.6556
Epoch 4807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4040 - acc: 0.8222 - val_loss: 1.0225 - val_acc: 0.6444
Epoch 4808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4063 - acc: 0.8222 - val_loss: 0.9926 - val_acc: 0.6667
Epoch 4809/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4089 - acc: 0.8139 - val_loss: 1.0328 - val_acc: 0.6500
Epoch 4810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4107 - acc: 0.8222 - val_loss: 0.9860 - val_acc: 0.6667
Epoch 4811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4124 - acc: 0.8111 - val_loss: 1.0404 - val_acc: 0.6444
Epoch 4812/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4139 - acc: 0.8194 - val_loss: 0.9832 - val_acc: 0.6667
Epoch 4813/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4151 - acc: 0.8097 - val_loss: 1.0438 - val_acc: 0.6611
Epoch 4814/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4158 - acc: 0.8125 - val_loss: 0.9871 - val_acc: 0.6667
Epoch 4815/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4140 - acc: 0.8194 - val_loss: 1.0369 - val_acc: 0.6611
Epoch 4816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4100 - acc: 0.8181 - val_loss: 0.9973 - val_acc: 0.6556
Epoch 4817/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4055 - acc: 0.8264 - val_loss: 1.0209 - val_acc: 0.6444
Epoch 4818/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4022 - acc: 0.8236 - val_loss: 1.0067 - val_acc: 0.6611
Epoch 4819/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4009 - acc: 0.8264 - val_loss: 1.0059 - val_acc: 0.6500
Epoch 4820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4011 - acc: 0.8236 - val_loss: 1.0164 - val_acc: 0.6722
Epoch 4821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4021 - acc: 0.8236 - val_loss: 0.9968 - val_acc: 0.6500
Epoch 4822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4032 - acc: 0.8236 - val_loss: 1.0262 - val_acc: 0.6556
Epoch 4823/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4047 - acc: 0.8208 - val_loss: 0.9905 - val_acc: 0.6611
Epoch 4824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4067 - acc: 0.8208 - val_loss: 1.0373 - val_acc: 0.6500
Epoch 4825/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4098 - acc: 0.8153 - val_loss: 0.9884 - val_acc: 0.6556
Epoch 4826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4139 - acc: 0.8111 - val_loss: 1.0491 - val_acc: 0.6444
Epoch 4827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4177 - acc: 0.8125 - val_loss: 0.9889 - val_acc: 0.6667
Epoch 4828/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4209 - acc: 0.8014 - val_loss: 1.0545 - val_acc: 0.6389
Epoch 4829/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4199 - acc: 0.8125 - val_loss: 0.9908 - val_acc: 0.6722
Epoch 4830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4161 - acc: 0.8111 - val_loss: 1.0425 - val_acc: 0.6500
Epoch 4831/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4095 - acc: 0.8167 - val_loss: 0.9998 - val_acc: 0.6556
Epoch 4832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4035 - acc: 0.8222 - val_loss: 1.0219 - val_acc: 0.6611
Epoch 4833/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4003 - acc: 0.8250 - val_loss: 1.0163 - val_acc: 0.6389
Epoch 4834/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4002 - acc: 0.8250 - val_loss: 1.0039 - val_acc: 0.6556
Epoch 4835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4021 - acc: 0.8208 - val_loss: 1.0290 - val_acc: 0.6500
Epoch 4836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4049 - acc: 0.8222 - val_loss: 0.9912 - val_acc: 0.6667
Epoch 4837/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4084 - acc: 0.8194 - val_loss: 1.0382 - val_acc: 0.6611
Epoch 4838/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4115 - acc: 0.8194 - val_loss: 0.9843 - val_acc: 0.6722
Epoch 4839/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4144 - acc: 0.8167 - val_loss: 1.0454 - val_acc: 0.6556
Epoch 4840/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4153 - acc: 0.8139 - val_loss: 0.9858 - val_acc: 0.6611
Epoch 4841/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4139 - acc: 0.8111 - val_loss: 1.0443 - val_acc: 0.6556
Epoch 4842/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4105 - acc: 0.8153 - val_loss: 0.9962 - val_acc: 0.6500
Epoch 4843/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4057 - acc: 0.8264 - val_loss: 1.0340 - val_acc: 0.6500
Epoch 4844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4019 - acc: 0.8194 - val_loss: 1.0106 - val_acc: 0.6611
Epoch 4845/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3995 - acc: 0.8222 - val_loss: 1.0162 - val_acc: 0.6444
Epoch 4846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3988 - acc: 0.8278 - val_loss: 1.0221 - val_acc: 0.6500
Epoch 4847/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3995 - acc: 0.8306 - val_loss: 0.9995 - val_acc: 0.6444
Epoch 4848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4013 - acc: 0.8250 - val_loss: 1.0315 - val_acc: 0.6500
Epoch 4849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4039 - acc: 0.8181 - val_loss: 0.9895 - val_acc: 0.6611
Epoch 4850/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4071 - acc: 0.8250 - val_loss: 1.0449 - val_acc: 0.6500
Epoch 4851/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4109 - acc: 0.8181 - val_loss: 0.9881 - val_acc: 0.6667
Epoch 4852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4143 - acc: 0.8097 - val_loss: 1.0576 - val_acc: 0.6444
Epoch 4853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4167 - acc: 0.8194 - val_loss: 0.9924 - val_acc: 0.6667
Epoch 4854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4164 - acc: 0.8056 - val_loss: 1.0562 - val_acc: 0.6389
Epoch 4855/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4131 - acc: 0.8167 - val_loss: 1.0002 - val_acc: 0.6722
Epoch 4856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4078 - acc: 0.8181 - val_loss: 1.0369 - val_acc: 0.6500
Epoch 4857/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4024 - acc: 0.8222 - val_loss: 1.0127 - val_acc: 0.6556
Epoch 4858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3990 - acc: 0.8319 - val_loss: 1.0140 - val_acc: 0.6611
Epoch 4859/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3982 - acc: 0.8292 - val_loss: 1.0267 - val_acc: 0.6500
Epoch 4860/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3995 - acc: 0.8250 - val_loss: 0.9984 - val_acc: 0.6556
Epoch 4861/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4017 - acc: 0.8222 - val_loss: 1.0387 - val_acc: 0.6556
Epoch 4862/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4047 - acc: 0.8181 - val_loss: 0.9913 - val_acc: 0.6667
Epoch 4863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4074 - acc: 0.8208 - val_loss: 1.0471 - val_acc: 0.6500
Epoch 4864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4103 - acc: 0.8208 - val_loss: 0.9898 - val_acc: 0.6611
Epoch 4865/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4124 - acc: 0.8125 - val_loss: 1.0499 - val_acc: 0.6611
Epoch 4866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4129 - acc: 0.8139 - val_loss: 0.9940 - val_acc: 0.6556
Epoch 4867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4119 - acc: 0.8181 - val_loss: 1.0443 - val_acc: 0.6500
Epoch 4868/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4081 - acc: 0.8181 - val_loss: 1.0049 - val_acc: 0.6667
Epoch 4869/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4041 - acc: 0.8292 - val_loss: 1.0305 - val_acc: 0.6444
Epoch 4870/15000
720/720 [==============================] - 0s 19us/step - loss: 0.4001 - acc: 0.8278 - val_loss: 1.0170 - val_acc: 0.6667
Epoch 4871/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3977 - acc: 0.8292 - val_loss: 1.0147 - val_acc: 0.6500
Epoch 4872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3970 - acc: 0.8292 - val_loss: 1.0264 - val_acc: 0.6556
Epoch 4873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3979 - acc: 0.8306 - val_loss: 1.0017 - val_acc: 0.6444
Epoch 4874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3998 - acc: 0.8250 - val_loss: 1.0354 - val_acc: 0.6500
Epoch 4875/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4025 - acc: 0.8194 - val_loss: 0.9940 - val_acc: 0.6556
Epoch 4876/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4059 - acc: 0.8208 - val_loss: 1.0468 - val_acc: 0.6611
Epoch 4877/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4093 - acc: 0.8181 - val_loss: 0.9934 - val_acc: 0.6667
Epoch 4878/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4127 - acc: 0.8111 - val_loss: 1.0555 - val_acc: 0.6500
Epoch 4879/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4139 - acc: 0.8125 - val_loss: 0.9977 - val_acc: 0.6556
Epoch 4880/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4134 - acc: 0.8111 - val_loss: 1.0538 - val_acc: 0.6500
Epoch 4881/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4094 - acc: 0.8153 - val_loss: 1.0048 - val_acc: 0.6667
Epoch 4882/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4043 - acc: 0.8222 - val_loss: 1.0388 - val_acc: 0.6389
Epoch 4883/15000
720/720 [==============================] - 0s 29us/step - loss: 0.3993 - acc: 0.8278 - val_loss: 1.0155 - val_acc: 0.6500
Epoch 4884/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3963 - acc: 0.8250 - val_loss: 1.0192 - val_acc: 0.6444
Epoch 4885/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3956 - acc: 0.8292 - val_loss: 1.0269 - val_acc: 0.6444
Epoch 4886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3968 - acc: 0.8292 - val_loss: 1.0044 - val_acc: 0.6500
Epoch 4887/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3993 - acc: 0.8306 - val_loss: 1.0376 - val_acc: 0.6556
Epoch 4888/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4023 - acc: 0.8236 - val_loss: 0.9973 - val_acc: 0.6667
Epoch 4889/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4058 - acc: 0.8194 - val_loss: 1.0483 - val_acc: 0.6556
Epoch 4890/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4085 - acc: 0.8167 - val_loss: 0.9948 - val_acc: 0.6556
Epoch 4891/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4110 - acc: 0.8125 - val_loss: 1.0558 - val_acc: 0.6500
Epoch 4892/15000
720/720 [==============================] - 0s 15us/step - loss: 0.4113 - acc: 0.8181 - val_loss: 0.9971 - val_acc: 0.6667
Epoch 4893/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4099 - acc: 0.8111 - val_loss: 1.0546 - val_acc: 0.6556
Epoch 4894/15000
720/720 [==============================] - 0s 2us/step - loss: 0.4065 - acc: 0.8222 - val_loss: 1.0054 - val_acc: 0.6444
Epoch 4895/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4022 - acc: 0.8250 - val_loss: 1.0427 - val_acc: 0.6444
Epoch 4896/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3987 - acc: 0.8194 - val_loss: 1.0162 - val_acc: 0.6500
Epoch 4897/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3963 - acc: 0.8264 - val_loss: 1.0260 - val_acc: 0.6500
Epoch 4898/15000
720/720 [==============================] - 0s 20us/step - loss: 0.3957 - acc: 0.8292 - val_loss: 1.0256 - val_acc: 0.6444
Epoch 4899/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3962 - acc: 0.8292 - val_loss: 1.0116 - val_acc: 0.6556
Epoch 4900/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3978 - acc: 0.8319 - val_loss: 1.0341 - val_acc: 0.6500
Epoch 4901/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3997 - acc: 0.8264 - val_loss: 1.0022 - val_acc: 0.6556
Epoch 4902/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4024 - acc: 0.8236 - val_loss: 1.0445 - val_acc: 0.6611
Epoch 4903/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4049 - acc: 0.8222 - val_loss: 0.9976 - val_acc: 0.6556
Epoch 4904/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4077 - acc: 0.8167 - val_loss: 1.0552 - val_acc: 0.6611
Epoch 4905/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4095 - acc: 0.8167 - val_loss: 0.9978 - val_acc: 0.6667
Epoch 4906/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4102 - acc: 0.8097 - val_loss: 1.0618 - val_acc: 0.6500
Epoch 4907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4093 - acc: 0.8181 - val_loss: 1.0031 - val_acc: 0.6611
Epoch 4908/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4064 - acc: 0.8194 - val_loss: 1.0572 - val_acc: 0.6556
Epoch 4909/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4033 - acc: 0.8208 - val_loss: 1.0126 - val_acc: 0.6667
Epoch 4910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3996 - acc: 0.8236 - val_loss: 1.0413 - val_acc: 0.6556
Epoch 4911/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3972 - acc: 0.8306 - val_loss: 1.0228 - val_acc: 0.6556
Epoch 4912/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3957 - acc: 0.8292 - val_loss: 1.0224 - val_acc: 0.6500
Epoch 4913/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3957 - acc: 0.8292 - val_loss: 1.0327 - val_acc: 0.6444
Epoch 4914/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3968 - acc: 0.8292 - val_loss: 1.0070 - val_acc: 0.6444
Epoch 4915/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3991 - acc: 0.8319 - val_loss: 1.0445 - val_acc: 0.6556
Epoch 4916/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4021 - acc: 0.8222 - val_loss: 0.9986 - val_acc: 0.6611
Epoch 4917/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4061 - acc: 0.8139 - val_loss: 1.0595 - val_acc: 0.6500
Epoch 4918/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4098 - acc: 0.8181 - val_loss: 0.9979 - val_acc: 0.6611
Epoch 4919/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4128 - acc: 0.8083 - val_loss: 1.0706 - val_acc: 0.6500
Epoch 4920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4138 - acc: 0.8153 - val_loss: 1.0027 - val_acc: 0.6722
Epoch 4921/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4110 - acc: 0.8097 - val_loss: 1.0647 - val_acc: 0.6500
Epoch 4922/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4058 - acc: 0.8208 - val_loss: 1.0126 - val_acc: 0.6500
Epoch 4923/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3992 - acc: 0.8264 - val_loss: 1.0408 - val_acc: 0.6444
Epoch 4924/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3946 - acc: 0.8264 - val_loss: 1.0279 - val_acc: 0.6389
Epoch 4925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3930 - acc: 0.8306 - val_loss: 1.0164 - val_acc: 0.6556
Epoch 4926/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3942 - acc: 0.8278 - val_loss: 1.0416 - val_acc: 0.6500
Epoch 4927/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3971 - acc: 0.8222 - val_loss: 1.0027 - val_acc: 0.6722
Epoch 4928/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4008 - acc: 0.8278 - val_loss: 1.0539 - val_acc: 0.6500
Epoch 4929/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4047 - acc: 0.8222 - val_loss: 0.9979 - val_acc: 0.6667
Epoch 4930/15000
720/720 [==============================] - 0s 21us/step - loss: 0.4080 - acc: 0.8139 - val_loss: 1.0627 - val_acc: 0.6500
Epoch 4931/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4099 - acc: 0.8208 - val_loss: 0.9996 - val_acc: 0.6722
Epoch 4932/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4097 - acc: 0.8139 - val_loss: 1.0597 - val_acc: 0.6556
Epoch 4933/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4064 - acc: 0.8181 - val_loss: 1.0087 - val_acc: 0.6500
Epoch 4934/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4015 - acc: 0.8236 - val_loss: 1.0444 - val_acc: 0.6500
Epoch 4935/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3965 - acc: 0.8236 - val_loss: 1.0238 - val_acc: 0.6444
Epoch 4936/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3932 - acc: 0.8347 - val_loss: 1.0256 - val_acc: 0.6500
Epoch 4937/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3922 - acc: 0.8306 - val_loss: 1.0371 - val_acc: 0.6500
Epoch 4938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3932 - acc: 0.8292 - val_loss: 1.0107 - val_acc: 0.6444
Epoch 4939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3956 - acc: 0.8278 - val_loss: 1.0475 - val_acc: 0.6500
Epoch 4940/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3988 - acc: 0.8208 - val_loss: 1.0018 - val_acc: 0.6500
Epoch 4941/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4022 - acc: 0.8208 - val_loss: 1.0574 - val_acc: 0.6556
Epoch 4942/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4054 - acc: 0.8181 - val_loss: 1.0000 - val_acc: 0.6722
Epoch 4943/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4076 - acc: 0.8167 - val_loss: 1.0626 - val_acc: 0.6611
Epoch 4944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4077 - acc: 0.8181 - val_loss: 1.0063 - val_acc: 0.6556
Epoch 4945/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4058 - acc: 0.8153 - val_loss: 1.0581 - val_acc: 0.6500
Epoch 4946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4020 - acc: 0.8181 - val_loss: 1.0190 - val_acc: 0.6556
Epoch 4947/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3984 - acc: 0.8250 - val_loss: 1.0446 - val_acc: 0.6444
Epoch 4948/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3954 - acc: 0.8292 - val_loss: 1.0321 - val_acc: 0.6611
Epoch 4949/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3941 - acc: 0.8278 - val_loss: 1.0266 - val_acc: 0.6500
Epoch 4950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3941 - acc: 0.8333 - val_loss: 1.0414 - val_acc: 0.6667
Epoch 4951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3954 - acc: 0.8306 - val_loss: 1.0107 - val_acc: 0.6500
Epoch 4952/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3968 - acc: 0.8292 - val_loss: 1.0512 - val_acc: 0.6556
Epoch 4953/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3988 - acc: 0.8236 - val_loss: 1.0040 - val_acc: 0.6444
Epoch 4954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4006 - acc: 0.8236 - val_loss: 1.0610 - val_acc: 0.6500
Epoch 4955/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4030 - acc: 0.8208 - val_loss: 1.0067 - val_acc: 0.6611
Epoch 4956/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4051 - acc: 0.8139 - val_loss: 1.0684 - val_acc: 0.6389
Epoch 4957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4064 - acc: 0.8194 - val_loss: 1.0142 - val_acc: 0.6611
Epoch 4958/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4070 - acc: 0.8153 - val_loss: 1.0677 - val_acc: 0.6389
Epoch 4959/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4049 - acc: 0.8167 - val_loss: 1.0217 - val_acc: 0.6611
Epoch 4960/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4024 - acc: 0.8194 - val_loss: 1.0529 - val_acc: 0.6278
Epoch 4961/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3984 - acc: 0.8250 - val_loss: 1.0301 - val_acc: 0.6667
Epoch 4962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3957 - acc: 0.8278 - val_loss: 1.0322 - val_acc: 0.6389
Epoch 4963/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3937 - acc: 0.8292 - val_loss: 1.0405 - val_acc: 0.6556
Epoch 4964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3936 - acc: 0.8292 - val_loss: 1.0189 - val_acc: 0.6611
Epoch 4965/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3941 - acc: 0.8236 - val_loss: 1.0502 - val_acc: 0.6556
Epoch 4966/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3955 - acc: 0.8236 - val_loss: 1.0132 - val_acc: 0.6611
Epoch 4967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3969 - acc: 0.8250 - val_loss: 1.0586 - val_acc: 0.6500
Epoch 4968/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3991 - acc: 0.8208 - val_loss: 1.0101 - val_acc: 0.6556
Epoch 4969/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4027 - acc: 0.8181 - val_loss: 1.0659 - val_acc: 0.6500
Epoch 4970/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4065 - acc: 0.8181 - val_loss: 1.0096 - val_acc: 0.6500
Epoch 4971/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4107 - acc: 0.8153 - val_loss: 1.0661 - val_acc: 0.6444
Epoch 4972/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4096 - acc: 0.8167 - val_loss: 1.0129 - val_acc: 0.6556
Epoch 4973/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4057 - acc: 0.8167 - val_loss: 1.0558 - val_acc: 0.6500
Epoch 4974/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3982 - acc: 0.8236 - val_loss: 1.0222 - val_acc: 0.6667
Epoch 4975/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3925 - acc: 0.8264 - val_loss: 1.0402 - val_acc: 0.6444
Epoch 4976/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3902 - acc: 0.8292 - val_loss: 1.0361 - val_acc: 0.6556
Epoch 4977/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3912 - acc: 0.8319 - val_loss: 1.0262 - val_acc: 0.6500
Epoch 4978/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3941 - acc: 0.8306 - val_loss: 1.0494 - val_acc: 0.6500
Epoch 4979/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3969 - acc: 0.8319 - val_loss: 1.0148 - val_acc: 0.6556
Epoch 4980/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4000 - acc: 0.8236 - val_loss: 1.0603 - val_acc: 0.6556
Epoch 4981/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4021 - acc: 0.8222 - val_loss: 1.0091 - val_acc: 0.6556
Epoch 4982/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4044 - acc: 0.8167 - val_loss: 1.0691 - val_acc: 0.6444
Epoch 4983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4051 - acc: 0.8222 - val_loss: 1.0103 - val_acc: 0.6667
Epoch 4984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4045 - acc: 0.8153 - val_loss: 1.0721 - val_acc: 0.6389
Epoch 4985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4022 - acc: 0.8194 - val_loss: 1.0184 - val_acc: 0.6500
Epoch 4986/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3978 - acc: 0.8250 - val_loss: 1.0611 - val_acc: 0.6611
Epoch 4987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3935 - acc: 0.8236 - val_loss: 1.0303 - val_acc: 0.6500
Epoch 4988/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3902 - acc: 0.8278 - val_loss: 1.0410 - val_acc: 0.6500
Epoch 4989/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3890 - acc: 0.8347 - val_loss: 1.0417 - val_acc: 0.6444
Epoch 4990/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3896 - acc: 0.8292 - val_loss: 1.0248 - val_acc: 0.6667
Epoch 4991/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3910 - acc: 0.8222 - val_loss: 1.0498 - val_acc: 0.6556
Epoch 4992/15000
720/720 [==============================] - 0s 7us/step - loss: 0.3924 - acc: 0.8306 - val_loss: 1.0162 - val_acc: 0.6500
Epoch 4993/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3936 - acc: 0.8236 - val_loss: 1.0568 - val_acc: 0.6556
Epoch 4994/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3951 - acc: 0.8250 - val_loss: 1.0132 - val_acc: 0.6444
Epoch 4995/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3974 - acc: 0.8250 - val_loss: 1.0660 - val_acc: 0.6556
Epoch 4996/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4004 - acc: 0.8181 - val_loss: 1.0127 - val_acc: 0.6556
Epoch 4997/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4032 - acc: 0.8181 - val_loss: 1.0724 - val_acc: 0.6667
Epoch 4998/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4042 - acc: 0.8181 - val_loss: 1.0143 - val_acc: 0.6556
Epoch 4999/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4030 - acc: 0.8194 - val_loss: 1.0686 - val_acc: 0.6611
Epoch 5000/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3997 - acc: 0.8264 - val_loss: 1.0198 - val_acc: 0.6667
Epoch 5001/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3957 - acc: 0.8278 - val_loss: 1.0563 - val_acc: 0.6500
Epoch 5002/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3921 - acc: 0.8250 - val_loss: 1.0301 - val_acc: 0.6667
Epoch 5003/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3897 - acc: 0.8278 - val_loss: 1.0412 - val_acc: 0.6444
Epoch 5004/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3885 - acc: 0.8292 - val_loss: 1.0415 - val_acc: 0.6611
Epoch 5005/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3883 - acc: 0.8333 - val_loss: 1.0265 - val_acc: 0.6500
Epoch 5006/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3892 - acc: 0.8319 - val_loss: 1.0524 - val_acc: 0.6500
Epoch 5007/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3912 - acc: 0.8306 - val_loss: 1.0155 - val_acc: 0.6389
Epoch 5008/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3943 - acc: 0.8319 - val_loss: 1.0663 - val_acc: 0.6556
Epoch 5009/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3983 - acc: 0.8208 - val_loss: 1.0116 - val_acc: 0.6611
Epoch 5010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4028 - acc: 0.8139 - val_loss: 1.0797 - val_acc: 0.6444
Epoch 5011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4066 - acc: 0.8194 - val_loss: 1.0127 - val_acc: 0.6556
Epoch 5012/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4091 - acc: 0.8056 - val_loss: 1.0832 - val_acc: 0.6333
Epoch 5013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4078 - acc: 0.8181 - val_loss: 1.0180 - val_acc: 0.6611
Epoch 5014/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4032 - acc: 0.8139 - val_loss: 1.0692 - val_acc: 0.6611
Epoch 5015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3961 - acc: 0.8250 - val_loss: 1.0311 - val_acc: 0.6444
Epoch 5016/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3900 - acc: 0.8319 - val_loss: 1.0445 - val_acc: 0.6444
Epoch 5017/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3869 - acc: 0.8333 - val_loss: 1.0480 - val_acc: 0.6444
Epoch 5018/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3872 - acc: 0.8333 - val_loss: 1.0241 - val_acc: 0.6444
Epoch 5019/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3899 - acc: 0.8292 - val_loss: 1.0614 - val_acc: 0.6556
Epoch 5020/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3939 - acc: 0.8250 - val_loss: 1.0135 - val_acc: 0.6500
Epoch 5021/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3985 - acc: 0.8222 - val_loss: 1.0722 - val_acc: 0.6611
Epoch 5022/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4024 - acc: 0.8167 - val_loss: 1.0109 - val_acc: 0.6667
Epoch 5023/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4050 - acc: 0.8139 - val_loss: 1.0755 - val_acc: 0.6500
Epoch 5024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4039 - acc: 0.8194 - val_loss: 1.0161 - val_acc: 0.6556
Epoch 5025/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4002 - acc: 0.8181 - val_loss: 1.0661 - val_acc: 0.6500
Epoch 5026/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3944 - acc: 0.8250 - val_loss: 1.0294 - val_acc: 0.6500
Epoch 5027/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3892 - acc: 0.8292 - val_loss: 1.0493 - val_acc: 0.6444
Epoch 5028/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3863 - acc: 0.8375 - val_loss: 1.0453 - val_acc: 0.6444
Epoch 5029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3858 - acc: 0.8361 - val_loss: 1.0322 - val_acc: 0.6444
Epoch 5030/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3874 - acc: 0.8347 - val_loss: 1.0569 - val_acc: 0.6556
Epoch 5031/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3902 - acc: 0.8319 - val_loss: 1.0187 - val_acc: 0.6500
Epoch 5032/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3938 - acc: 0.8264 - val_loss: 1.0675 - val_acc: 0.6611
Epoch 5033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3973 - acc: 0.8278 - val_loss: 1.0132 - val_acc: 0.6667
Epoch 5034/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4007 - acc: 0.8167 - val_loss: 1.0772 - val_acc: 0.6500
Epoch 5035/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4022 - acc: 0.8222 - val_loss: 1.0164 - val_acc: 0.6611
Epoch 5036/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4020 - acc: 0.8097 - val_loss: 1.0791 - val_acc: 0.6500
Epoch 5037/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3991 - acc: 0.8264 - val_loss: 1.0260 - val_acc: 0.6611
Epoch 5038/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3945 - acc: 0.8264 - val_loss: 1.0683 - val_acc: 0.6500
Epoch 5039/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3897 - acc: 0.8278 - val_loss: 1.0388 - val_acc: 0.6500
Epoch 5040/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3863 - acc: 0.8292 - val_loss: 1.0486 - val_acc: 0.6444
Epoch 5041/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3850 - acc: 0.8347 - val_loss: 1.0495 - val_acc: 0.6500
Epoch 5042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3857 - acc: 0.8347 - val_loss: 1.0296 - val_acc: 0.6444
Epoch 5043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3877 - acc: 0.8361 - val_loss: 1.0589 - val_acc: 0.6611
Epoch 5044/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3906 - acc: 0.8264 - val_loss: 1.0196 - val_acc: 0.6667
Epoch 5045/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3940 - acc: 0.8222 - val_loss: 1.0699 - val_acc: 0.6500
Epoch 5046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3971 - acc: 0.8194 - val_loss: 1.0179 - val_acc: 0.6667
Epoch 5047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4001 - acc: 0.8167 - val_loss: 1.0788 - val_acc: 0.6444
Epoch 5048/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4010 - acc: 0.8181 - val_loss: 1.0207 - val_acc: 0.6556
Epoch 5049/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4004 - acc: 0.8153 - val_loss: 1.0794 - val_acc: 0.6556
Epoch 5050/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3970 - acc: 0.8236 - val_loss: 1.0284 - val_acc: 0.6389
Epoch 5051/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3925 - acc: 0.8306 - val_loss: 1.0676 - val_acc: 0.6500
Epoch 5052/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3883 - acc: 0.8319 - val_loss: 1.0388 - val_acc: 0.6444
Epoch 5053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3856 - acc: 0.8292 - val_loss: 1.0500 - val_acc: 0.6500
Epoch 5054/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3849 - acc: 0.8347 - val_loss: 1.0482 - val_acc: 0.6389
Epoch 5055/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3858 - acc: 0.8333 - val_loss: 1.0377 - val_acc: 0.6722
Epoch 5056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3880 - acc: 0.8347 - val_loss: 1.0565 - val_acc: 0.6333
Epoch 5057/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3907 - acc: 0.8333 - val_loss: 1.0321 - val_acc: 0.6611
Epoch 5058/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3945 - acc: 0.8264 - val_loss: 1.0665 - val_acc: 0.6389
Epoch 5059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3973 - acc: 0.8264 - val_loss: 1.0301 - val_acc: 0.6556
Epoch 5060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4009 - acc: 0.8222 - val_loss: 1.0744 - val_acc: 0.6333
Epoch 5061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4007 - acc: 0.8208 - val_loss: 1.0301 - val_acc: 0.6611
Epoch 5062/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3997 - acc: 0.8236 - val_loss: 1.0737 - val_acc: 0.6444
Epoch 5063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3950 - acc: 0.8250 - val_loss: 1.0312 - val_acc: 0.6333
Epoch 5064/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3906 - acc: 0.8292 - val_loss: 1.0684 - val_acc: 0.6500
Epoch 5065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3876 - acc: 0.8347 - val_loss: 1.0378 - val_acc: 0.6500
Epoch 5066/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3869 - acc: 0.8361 - val_loss: 1.0658 - val_acc: 0.6667
Epoch 5067/15000
720/720 [==============================] - 0s 18us/step - loss: 0.3888 - acc: 0.8361 - val_loss: 1.0464 - val_acc: 0.6389
Epoch 5068/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3899 - acc: 0.8292 - val_loss: 1.0603 - val_acc: 0.6722
Epoch 5069/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3912 - acc: 0.8361 - val_loss: 1.0521 - val_acc: 0.6333
Epoch 5070/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3889 - acc: 0.8319 - val_loss: 1.0453 - val_acc: 0.6611
Epoch 5071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3870 - acc: 0.8333 - val_loss: 1.0587 - val_acc: 0.6444
Epoch 5072/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3857 - acc: 0.8278 - val_loss: 1.0312 - val_acc: 0.6444
Epoch 5073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3866 - acc: 0.8347 - val_loss: 1.0720 - val_acc: 0.6611
Epoch 5074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3899 - acc: 0.8292 - val_loss: 1.0251 - val_acc: 0.6500
Epoch 5075/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3941 - acc: 0.8264 - val_loss: 1.0912 - val_acc: 0.6500
Epoch 5076/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4000 - acc: 0.8139 - val_loss: 1.0227 - val_acc: 0.6500
Epoch 5077/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4031 - acc: 0.8181 - val_loss: 1.1009 - val_acc: 0.6444
Epoch 5078/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4064 - acc: 0.8167 - val_loss: 1.0231 - val_acc: 0.6611
Epoch 5079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4065 - acc: 0.8111 - val_loss: 1.0914 - val_acc: 0.6444
Epoch 5080/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4028 - acc: 0.8181 - val_loss: 1.0342 - val_acc: 0.6611
Epoch 5081/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3975 - acc: 0.8236 - val_loss: 1.0677 - val_acc: 0.6333
Epoch 5082/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3906 - acc: 0.8278 - val_loss: 1.0513 - val_acc: 0.6611
Epoch 5083/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3865 - acc: 0.8347 - val_loss: 1.0441 - val_acc: 0.6500
Epoch 5084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3853 - acc: 0.8347 - val_loss: 1.0659 - val_acc: 0.6556
Epoch 5085/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3878 - acc: 0.8347 - val_loss: 1.0286 - val_acc: 0.6500
Epoch 5086/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3921 - acc: 0.8292 - val_loss: 1.0777 - val_acc: 0.6500
Epoch 5087/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3966 - acc: 0.8222 - val_loss: 1.0227 - val_acc: 0.6500
Epoch 5088/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4009 - acc: 0.8153 - val_loss: 1.0866 - val_acc: 0.6444
Epoch 5089/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4017 - acc: 0.8181 - val_loss: 1.0253 - val_acc: 0.6556
Epoch 5090/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4012 - acc: 0.8125 - val_loss: 1.0833 - val_acc: 0.6389
Epoch 5091/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3968 - acc: 0.8236 - val_loss: 1.0353 - val_acc: 0.6722
Epoch 5092/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3918 - acc: 0.8167 - val_loss: 1.0730 - val_acc: 0.6611
Epoch 5093/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3868 - acc: 0.8292 - val_loss: 1.0480 - val_acc: 0.6500
Epoch 5094/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3835 - acc: 0.8389 - val_loss: 1.0559 - val_acc: 0.6389
Epoch 5095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3827 - acc: 0.8431 - val_loss: 1.0668 - val_acc: 0.6500
Epoch 5096/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3841 - acc: 0.8319 - val_loss: 1.0350 - val_acc: 0.6556
Epoch 5097/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3878 - acc: 0.8250 - val_loss: 1.0822 - val_acc: 0.6500
Epoch 5098/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3920 - acc: 0.8250 - val_loss: 1.0252 - val_acc: 0.6722
Epoch 5099/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3955 - acc: 0.8208 - val_loss: 1.0883 - val_acc: 0.6500
Epoch 5100/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3978 - acc: 0.8208 - val_loss: 1.0235 - val_acc: 0.6500
Epoch 5101/15000
720/720 [==============================] - 0s 29us/step - loss: 0.3985 - acc: 0.8194 - val_loss: 1.0882 - val_acc: 0.6556
Epoch 5102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3974 - acc: 0.8292 - val_loss: 1.0310 - val_acc: 0.6500
Epoch 5103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3937 - acc: 0.8264 - val_loss: 1.0818 - val_acc: 0.6667
Epoch 5104/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3887 - acc: 0.8264 - val_loss: 1.0487 - val_acc: 0.6556
Epoch 5105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3843 - acc: 0.8375 - val_loss: 1.0600 - val_acc: 0.6500
Epoch 5106/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3814 - acc: 0.8347 - val_loss: 1.0598 - val_acc: 0.6444
Epoch 5107/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3808 - acc: 0.8333 - val_loss: 1.0407 - val_acc: 0.6556
Epoch 5108/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3818 - acc: 0.8347 - val_loss: 1.0642 - val_acc: 0.6500
Epoch 5109/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3842 - acc: 0.8375 - val_loss: 1.0314 - val_acc: 0.6500
Epoch 5110/15000
720/720 [==============================] - 0s 20us/step - loss: 0.3875 - acc: 0.8264 - val_loss: 1.0736 - val_acc: 0.6444
Epoch 5111/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3907 - acc: 0.8306 - val_loss: 1.0260 - val_acc: 0.6444
Epoch 5112/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3935 - acc: 0.8250 - val_loss: 1.0874 - val_acc: 0.6500
Epoch 5113/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3956 - acc: 0.8250 - val_loss: 1.0276 - val_acc: 0.6444
Epoch 5114/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3970 - acc: 0.8181 - val_loss: 1.0935 - val_acc: 0.6444
Epoch 5115/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3959 - acc: 0.8222 - val_loss: 1.0370 - val_acc: 0.6556
Epoch 5116/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3937 - acc: 0.8194 - val_loss: 1.0866 - val_acc: 0.6444
Epoch 5117/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3893 - acc: 0.8250 - val_loss: 1.0453 - val_acc: 0.6556
Epoch 5118/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3844 - acc: 0.8306 - val_loss: 1.0711 - val_acc: 0.6444
Epoch 5119/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3809 - acc: 0.8347 - val_loss: 1.0575 - val_acc: 0.6500
Epoch 5120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3796 - acc: 0.8389 - val_loss: 1.0505 - val_acc: 0.6500
Epoch 5121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3800 - acc: 0.8347 - val_loss: 1.0697 - val_acc: 0.6556
Epoch 5122/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3821 - acc: 0.8319 - val_loss: 1.0350 - val_acc: 0.6444
Epoch 5123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3848 - acc: 0.8319 - val_loss: 1.0796 - val_acc: 0.6556
Epoch 5124/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3875 - acc: 0.8278 - val_loss: 1.0305 - val_acc: 0.6500
Epoch 5125/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3907 - acc: 0.8236 - val_loss: 1.0877 - val_acc: 0.6444
Epoch 5126/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3942 - acc: 0.8250 - val_loss: 1.0290 - val_acc: 0.6556
Epoch 5127/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3971 - acc: 0.8194 - val_loss: 1.0971 - val_acc: 0.6500
Epoch 5128/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3978 - acc: 0.8250 - val_loss: 1.0334 - val_acc: 0.6500
Epoch 5129/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3962 - acc: 0.8250 - val_loss: 1.0936 - val_acc: 0.6500
Epoch 5130/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3913 - acc: 0.8306 - val_loss: 1.0439 - val_acc: 0.6500
Epoch 5131/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3857 - acc: 0.8319 - val_loss: 1.0721 - val_acc: 0.6556
Epoch 5132/15000
720/720 [==============================] - 0s 2us/step - loss: 0.3812 - acc: 0.8347 - val_loss: 1.0556 - val_acc: 0.6500
Epoch 5133/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3788 - acc: 0.8361 - val_loss: 1.0541 - val_acc: 0.6500
Epoch 5134/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3790 - acc: 0.8389 - val_loss: 1.0682 - val_acc: 0.6500
Epoch 5135/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3812 - acc: 0.8375 - val_loss: 1.0398 - val_acc: 0.6500
Epoch 5136/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3843 - acc: 0.8306 - val_loss: 1.0818 - val_acc: 0.6556
Epoch 5137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3881 - acc: 0.8292 - val_loss: 1.0299 - val_acc: 0.6500
Epoch 5138/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3926 - acc: 0.8236 - val_loss: 1.0959 - val_acc: 0.6444
Epoch 5139/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3958 - acc: 0.8264 - val_loss: 1.0299 - val_acc: 0.6389
Epoch 5140/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3981 - acc: 0.8153 - val_loss: 1.0998 - val_acc: 0.6444
Epoch 5141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3973 - acc: 0.8236 - val_loss: 1.0362 - val_acc: 0.6500
Epoch 5142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3940 - acc: 0.8194 - val_loss: 1.0928 - val_acc: 0.6556
Epoch 5143/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3882 - acc: 0.8306 - val_loss: 1.0481 - val_acc: 0.6611
Epoch 5144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3825 - acc: 0.8333 - val_loss: 1.0749 - val_acc: 0.6444
Epoch 5145/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3788 - acc: 0.8375 - val_loss: 1.0658 - val_acc: 0.6444
Epoch 5146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3778 - acc: 0.8375 - val_loss: 1.0509 - val_acc: 0.6556
Epoch 5147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3792 - acc: 0.8375 - val_loss: 1.0791 - val_acc: 0.6611
Epoch 5148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3823 - acc: 0.8319 - val_loss: 1.0362 - val_acc: 0.6444
Epoch 5149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3860 - acc: 0.8306 - val_loss: 1.0901 - val_acc: 0.6500
Epoch 5150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3899 - acc: 0.8264 - val_loss: 1.0321 - val_acc: 0.6500
Epoch 5151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3937 - acc: 0.8194 - val_loss: 1.0990 - val_acc: 0.6389
Epoch 5152/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3960 - acc: 0.8250 - val_loss: 1.0336 - val_acc: 0.6444
Epoch 5153/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3960 - acc: 0.8194 - val_loss: 1.1014 - val_acc: 0.6444
Epoch 5154/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3924 - acc: 0.8264 - val_loss: 1.0446 - val_acc: 0.6333
Epoch 5155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3873 - acc: 0.8278 - val_loss: 1.0855 - val_acc: 0.6556
Epoch 5156/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3818 - acc: 0.8333 - val_loss: 1.0598 - val_acc: 0.6444
Epoch 5157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3782 - acc: 0.8361 - val_loss: 1.0626 - val_acc: 0.6556
Epoch 5158/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3769 - acc: 0.8389 - val_loss: 1.0718 - val_acc: 0.6500
Epoch 5159/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3777 - acc: 0.8389 - val_loss: 1.0474 - val_acc: 0.6444
Epoch 5160/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3800 - acc: 0.8333 - val_loss: 1.0821 - val_acc: 0.6500
Epoch 5161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3832 - acc: 0.8333 - val_loss: 1.0371 - val_acc: 0.6389
Epoch 5162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3867 - acc: 0.8292 - val_loss: 1.0938 - val_acc: 0.6500
Epoch 5163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3904 - acc: 0.8278 - val_loss: 1.0336 - val_acc: 0.6389
Epoch 5164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3938 - acc: 0.8194 - val_loss: 1.1028 - val_acc: 0.6444
Epoch 5165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3948 - acc: 0.8292 - val_loss: 1.0394 - val_acc: 0.6500
Epoch 5166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3939 - acc: 0.8181 - val_loss: 1.0975 - val_acc: 0.6389
Epoch 5167/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3897 - acc: 0.8250 - val_loss: 1.0491 - val_acc: 0.6500
Epoch 5168/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3842 - acc: 0.8319 - val_loss: 1.0827 - val_acc: 0.6444
Epoch 5169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3791 - acc: 0.8306 - val_loss: 1.0636 - val_acc: 0.6444
Epoch 5170/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3765 - acc: 0.8389 - val_loss: 1.0633 - val_acc: 0.6444
Epoch 5171/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3763 - acc: 0.8389 - val_loss: 1.0768 - val_acc: 0.6500
Epoch 5172/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3782 - acc: 0.8389 - val_loss: 1.0449 - val_acc: 0.6389
Epoch 5173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3813 - acc: 0.8347 - val_loss: 1.0886 - val_acc: 0.6556
Epoch 5174/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3850 - acc: 0.8306 - val_loss: 1.0368 - val_acc: 0.6389
Epoch 5175/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3891 - acc: 0.8236 - val_loss: 1.0991 - val_acc: 0.6444
Epoch 5176/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3922 - acc: 0.8278 - val_loss: 1.0375 - val_acc: 0.6556
Epoch 5177/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3942 - acc: 0.8167 - val_loss: 1.1041 - val_acc: 0.6389
Epoch 5178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3931 - acc: 0.8236 - val_loss: 1.0442 - val_acc: 0.6556
Epoch 5179/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3897 - acc: 0.8250 - val_loss: 1.0993 - val_acc: 0.6389
Epoch 5180/15000
720/720 [==============================] - 0s 18us/step - loss: 0.3844 - acc: 0.8278 - val_loss: 1.0580 - val_acc: 0.6556
Epoch 5181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3796 - acc: 0.8319 - val_loss: 1.0802 - val_acc: 0.6500
Epoch 5182/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3765 - acc: 0.8375 - val_loss: 1.0712 - val_acc: 0.6556
Epoch 5183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3756 - acc: 0.8375 - val_loss: 1.0592 - val_acc: 0.6500
Epoch 5184/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3766 - acc: 0.8403 - val_loss: 1.0818 - val_acc: 0.6556
Epoch 5185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3790 - acc: 0.8361 - val_loss: 1.0457 - val_acc: 0.6444
Epoch 5186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3824 - acc: 0.8361 - val_loss: 1.0924 - val_acc: 0.6444
Epoch 5187/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3862 - acc: 0.8292 - val_loss: 1.0394 - val_acc: 0.6611
Epoch 5188/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3901 - acc: 0.8208 - val_loss: 1.1051 - val_acc: 0.6389
Epoch 5189/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3925 - acc: 0.8236 - val_loss: 1.0416 - val_acc: 0.6556
Epoch 5190/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3937 - acc: 0.8153 - val_loss: 1.1103 - val_acc: 0.6389
Epoch 5191/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3914 - acc: 0.8236 - val_loss: 1.0503 - val_acc: 0.6556
Epoch 5192/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3873 - acc: 0.8264 - val_loss: 1.0991 - val_acc: 0.6500
Epoch 5193/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3819 - acc: 0.8347 - val_loss: 1.0613 - val_acc: 0.6500
Epoch 5194/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3773 - acc: 0.8347 - val_loss: 1.0802 - val_acc: 0.6500
Epoch 5195/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3749 - acc: 0.8472 - val_loss: 1.0738 - val_acc: 0.6500
Epoch 5196/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3751 - acc: 0.8389 - val_loss: 1.0615 - val_acc: 0.6500
Epoch 5197/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3770 - acc: 0.8417 - val_loss: 1.0839 - val_acc: 0.6444
Epoch 5198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3799 - acc: 0.8278 - val_loss: 1.0497 - val_acc: 0.6556
Epoch 5199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3836 - acc: 0.8292 - val_loss: 1.0949 - val_acc: 0.6389
Epoch 5200/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3867 - acc: 0.8250 - val_loss: 1.0463 - val_acc: 0.6556
Epoch 5201/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3901 - acc: 0.8236 - val_loss: 1.1027 - val_acc: 0.6444
Epoch 5202/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3911 - acc: 0.8292 - val_loss: 1.0472 - val_acc: 0.6556
Epoch 5203/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3911 - acc: 0.8250 - val_loss: 1.1033 - val_acc: 0.6500
Epoch 5204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3876 - acc: 0.8292 - val_loss: 1.0530 - val_acc: 0.6389
Epoch 5205/15000
720/720 [==============================] - 0s 2us/step - loss: 0.3831 - acc: 0.8375 - val_loss: 1.0962 - val_acc: 0.6500
Epoch 5206/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3787 - acc: 0.8375 - val_loss: 1.0645 - val_acc: 0.6500
Epoch 5207/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3760 - acc: 0.8389 - val_loss: 1.0821 - val_acc: 0.6389
Epoch 5208/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3758 - acc: 0.8375 - val_loss: 1.0750 - val_acc: 0.6333
Epoch 5209/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3769 - acc: 0.8389 - val_loss: 1.0710 - val_acc: 0.6667
Epoch 5210/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3793 - acc: 0.8444 - val_loss: 1.0833 - val_acc: 0.6278
Epoch 5211/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3813 - acc: 0.8347 - val_loss: 1.0639 - val_acc: 0.6611
Epoch 5212/15000
720/720 [==============================] - 0s 34us/step - loss: 0.3843 - acc: 0.8333 - val_loss: 1.0909 - val_acc: 0.6389
Epoch 5213/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3856 - acc: 0.8389 - val_loss: 1.0554 - val_acc: 0.6500
Epoch 5214/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3873 - acc: 0.8292 - val_loss: 1.0990 - val_acc: 0.6500
Epoch 5215/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3868 - acc: 0.8278 - val_loss: 1.0496 - val_acc: 0.6444
Epoch 5216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3865 - acc: 0.8306 - val_loss: 1.1066 - val_acc: 0.6556
Epoch 5217/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3855 - acc: 0.8347 - val_loss: 1.0522 - val_acc: 0.6444
Epoch 5218/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3850 - acc: 0.8292 - val_loss: 1.1128 - val_acc: 0.6667
Epoch 5219/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3857 - acc: 0.8250 - val_loss: 1.0601 - val_acc: 0.6389
Epoch 5220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3837 - acc: 0.8347 - val_loss: 1.1079 - val_acc: 0.6611
Epoch 5221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3813 - acc: 0.8347 - val_loss: 1.0689 - val_acc: 0.6500
Epoch 5222/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3764 - acc: 0.8347 - val_loss: 1.0850 - val_acc: 0.6389
Epoch 5223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3732 - acc: 0.8389 - val_loss: 1.0797 - val_acc: 0.6500
Epoch 5224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3724 - acc: 0.8403 - val_loss: 1.0655 - val_acc: 0.6556
Epoch 5225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3740 - acc: 0.8347 - val_loss: 1.0911 - val_acc: 0.6556
Epoch 5226/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3767 - acc: 0.8403 - val_loss: 1.0566 - val_acc: 0.6444
Epoch 5227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3783 - acc: 0.8333 - val_loss: 1.0979 - val_acc: 0.6556
Epoch 5228/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3798 - acc: 0.8333 - val_loss: 1.0530 - val_acc: 0.6389
Epoch 5229/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3804 - acc: 0.8361 - val_loss: 1.1057 - val_acc: 0.6444
Epoch 5230/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3831 - acc: 0.8306 - val_loss: 1.0536 - val_acc: 0.6389
Epoch 5231/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3882 - acc: 0.8250 - val_loss: 1.1154 - val_acc: 0.6389
Epoch 5232/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3929 - acc: 0.8264 - val_loss: 1.0553 - val_acc: 0.6500
Epoch 5233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3971 - acc: 0.8167 - val_loss: 1.1173 - val_acc: 0.6389
Epoch 5234/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3945 - acc: 0.8264 - val_loss: 1.0569 - val_acc: 0.6611
Epoch 5235/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3894 - acc: 0.8208 - val_loss: 1.1093 - val_acc: 0.6556
Epoch 5236/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3820 - acc: 0.8306 - val_loss: 1.0670 - val_acc: 0.6611
Epoch 5237/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3771 - acc: 0.8389 - val_loss: 1.0944 - val_acc: 0.6556
Epoch 5238/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3754 - acc: 0.8389 - val_loss: 1.0848 - val_acc: 0.6389
Epoch 5239/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3750 - acc: 0.8403 - val_loss: 1.0691 - val_acc: 0.6500
Epoch 5240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3765 - acc: 0.8389 - val_loss: 1.1030 - val_acc: 0.6444
Epoch 5241/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3800 - acc: 0.8292 - val_loss: 1.0501 - val_acc: 0.6444
Epoch 5242/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3862 - acc: 0.8264 - val_loss: 1.1199 - val_acc: 0.6333
Epoch 5243/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3929 - acc: 0.8236 - val_loss: 1.0454 - val_acc: 0.6389
Epoch 5244/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3978 - acc: 0.8097 - val_loss: 1.1265 - val_acc: 0.6278
Epoch 5245/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3976 - acc: 0.8208 - val_loss: 1.0501 - val_acc: 0.6444
Epoch 5246/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3921 - acc: 0.8194 - val_loss: 1.1132 - val_acc: 0.6389
Epoch 5247/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3833 - acc: 0.8306 - val_loss: 1.0727 - val_acc: 0.6500
Epoch 5248/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3764 - acc: 0.8389 - val_loss: 1.0873 - val_acc: 0.6389
Epoch 5249/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3727 - acc: 0.8403 - val_loss: 1.0955 - val_acc: 0.6611
Epoch 5250/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3727 - acc: 0.8431 - val_loss: 1.0653 - val_acc: 0.6500
Epoch 5251/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3748 - acc: 0.8361 - val_loss: 1.1030 - val_acc: 0.6444
Epoch 5252/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3786 - acc: 0.8306 - val_loss: 1.0546 - val_acc: 0.6611
Epoch 5253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3832 - acc: 0.8264 - val_loss: 1.1059 - val_acc: 0.6444
Epoch 5254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3864 - acc: 0.8292 - val_loss: 1.0531 - val_acc: 0.6500
Epoch 5255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3879 - acc: 0.8264 - val_loss: 1.1084 - val_acc: 0.6500
Epoch 5256/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3851 - acc: 0.8292 - val_loss: 1.0572 - val_acc: 0.6389
Epoch 5257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3810 - acc: 0.8319 - val_loss: 1.1033 - val_acc: 0.6556
Epoch 5258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3762 - acc: 0.8347 - val_loss: 1.0696 - val_acc: 0.6556
Epoch 5259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3728 - acc: 0.8403 - val_loss: 1.0896 - val_acc: 0.6500
Epoch 5260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3711 - acc: 0.8389 - val_loss: 1.0840 - val_acc: 0.6500
Epoch 5261/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3706 - acc: 0.8417 - val_loss: 1.0754 - val_acc: 0.6444
Epoch 5262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3714 - acc: 0.8444 - val_loss: 1.0983 - val_acc: 0.6500
Epoch 5263/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3735 - acc: 0.8403 - val_loss: 1.0617 - val_acc: 0.6444
Epoch 5264/15000
720/720 [==============================] - 0s 18us/step - loss: 0.3767 - acc: 0.8361 - val_loss: 1.1102 - val_acc: 0.6556
Epoch 5265/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3808 - acc: 0.8403 - val_loss: 1.0535 - val_acc: 0.6389
Epoch 5266/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3844 - acc: 0.8319 - val_loss: 1.1206 - val_acc: 0.6444
Epoch 5267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3871 - acc: 0.8347 - val_loss: 1.0551 - val_acc: 0.6389
Epoch 5268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3880 - acc: 0.8222 - val_loss: 1.1217 - val_acc: 0.6389
Epoch 5269/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3859 - acc: 0.8319 - val_loss: 1.0665 - val_acc: 0.6500
Epoch 5270/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3823 - acc: 0.8250 - val_loss: 1.1088 - val_acc: 0.6444
Epoch 5271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3772 - acc: 0.8306 - val_loss: 1.0801 - val_acc: 0.6556
Epoch 5272/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3730 - acc: 0.8375 - val_loss: 1.0902 - val_acc: 0.6500
Epoch 5273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3705 - acc: 0.8375 - val_loss: 1.0912 - val_acc: 0.6556
Epoch 5274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3704 - acc: 0.8431 - val_loss: 1.0713 - val_acc: 0.6556
Epoch 5275/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3723 - acc: 0.8444 - val_loss: 1.0994 - val_acc: 0.6444
Epoch 5276/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3755 - acc: 0.8389 - val_loss: 1.0579 - val_acc: 0.6500
Epoch 5277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3792 - acc: 0.8375 - val_loss: 1.1120 - val_acc: 0.6500
Epoch 5278/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3828 - acc: 0.8319 - val_loss: 1.0550 - val_acc: 0.6500
Epoch 5279/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3863 - acc: 0.8236 - val_loss: 1.1222 - val_acc: 0.6333
Epoch 5280/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3874 - acc: 0.8278 - val_loss: 1.0616 - val_acc: 0.6611
Epoch 5281/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3873 - acc: 0.8250 - val_loss: 1.1224 - val_acc: 0.6389
Epoch 5282/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3838 - acc: 0.8292 - val_loss: 1.0729 - val_acc: 0.6556
Epoch 5283/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3793 - acc: 0.8306 - val_loss: 1.1118 - val_acc: 0.6389
Epoch 5284/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3741 - acc: 0.8347 - val_loss: 1.0860 - val_acc: 0.6556
Epoch 5285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3705 - acc: 0.8375 - val_loss: 1.0899 - val_acc: 0.6556
Epoch 5286/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3691 - acc: 0.8431 - val_loss: 1.0988 - val_acc: 0.6500
Epoch 5287/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3700 - acc: 0.8403 - val_loss: 1.0680 - val_acc: 0.6444
Epoch 5288/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3728 - acc: 0.8389 - val_loss: 1.1108 - val_acc: 0.6444
Epoch 5289/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3766 - acc: 0.8347 - val_loss: 1.0586 - val_acc: 0.6444
Epoch 5290/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3808 - acc: 0.8306 - val_loss: 1.1210 - val_acc: 0.6333
Epoch 5291/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3844 - acc: 0.8292 - val_loss: 1.0601 - val_acc: 0.6556
Epoch 5292/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3875 - acc: 0.8222 - val_loss: 1.1262 - val_acc: 0.6333
Epoch 5293/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3871 - acc: 0.8278 - val_loss: 1.0659 - val_acc: 0.6500
Epoch 5294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3847 - acc: 0.8278 - val_loss: 1.1204 - val_acc: 0.6444
Epoch 5295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3791 - acc: 0.8306 - val_loss: 1.0767 - val_acc: 0.6444
Epoch 5296/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3734 - acc: 0.8417 - val_loss: 1.1014 - val_acc: 0.6389
Epoch 5297/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3691 - acc: 0.8431 - val_loss: 1.0909 - val_acc: 0.6500
Epoch 5298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3676 - acc: 0.8403 - val_loss: 1.0818 - val_acc: 0.6444
Epoch 5299/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3687 - acc: 0.8472 - val_loss: 1.1024 - val_acc: 0.6500
Epoch 5300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3711 - acc: 0.8333 - val_loss: 1.0707 - val_acc: 0.6611
Epoch 5301/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3743 - acc: 0.8375 - val_loss: 1.1121 - val_acc: 0.6389
Epoch 5302/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3774 - acc: 0.8292 - val_loss: 1.0650 - val_acc: 0.6500
Epoch 5303/15000
720/720 [==============================] - 0s 2us/step - loss: 0.3807 - acc: 0.8250 - val_loss: 1.1216 - val_acc: 0.6389
Epoch 5304/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3828 - acc: 0.8319 - val_loss: 1.0623 - val_acc: 0.6500
Epoch 5305/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3841 - acc: 0.8306 - val_loss: 1.1261 - val_acc: 0.6444
Epoch 5306/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3829 - acc: 0.8347 - val_loss: 1.0671 - val_acc: 0.6444
Epoch 5307/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3799 - acc: 0.8333 - val_loss: 1.1203 - val_acc: 0.6556
Epoch 5308/15000
720/720 [==============================] - 0s 29us/step - loss: 0.3756 - acc: 0.8417 - val_loss: 1.0787 - val_acc: 0.6500
Epoch 5309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3712 - acc: 0.8417 - val_loss: 1.1047 - val_acc: 0.6500
Epoch 5310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3682 - acc: 0.8472 - val_loss: 1.0920 - val_acc: 0.6556
Epoch 5311/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3669 - acc: 0.8389 - val_loss: 1.0862 - val_acc: 0.6444
Epoch 5312/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3673 - acc: 0.8458 - val_loss: 1.1034 - val_acc: 0.6556
Epoch 5313/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3689 - acc: 0.8431 - val_loss: 1.0722 - val_acc: 0.6444
Epoch 5314/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3716 - acc: 0.8417 - val_loss: 1.1147 - val_acc: 0.6500
Epoch 5315/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3750 - acc: 0.8389 - val_loss: 1.0641 - val_acc: 0.6333
Epoch 5316/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3788 - acc: 0.8375 - val_loss: 1.1263 - val_acc: 0.6500
Epoch 5317/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3826 - acc: 0.8333 - val_loss: 1.0623 - val_acc: 0.6389
Epoch 5318/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3850 - acc: 0.8278 - val_loss: 1.1334 - val_acc: 0.6389
Epoch 5319/15000
720/720 [==============================] - 0s 7us/step - loss: 0.3848 - acc: 0.8333 - val_loss: 1.0690 - val_acc: 0.6389
Epoch 5320/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3820 - acc: 0.8264 - val_loss: 1.1266 - val_acc: 0.6389
Epoch 5321/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3769 - acc: 0.8333 - val_loss: 1.0824 - val_acc: 0.6556
Epoch 5322/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3719 - acc: 0.8361 - val_loss: 1.1069 - val_acc: 0.6333
Epoch 5323/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3682 - acc: 0.8389 - val_loss: 1.0975 - val_acc: 0.6500
Epoch 5324/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3668 - acc: 0.8403 - val_loss: 1.0874 - val_acc: 0.6500
Epoch 5325/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3674 - acc: 0.8458 - val_loss: 1.1089 - val_acc: 0.6556
Epoch 5326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3699 - acc: 0.8431 - val_loss: 1.0719 - val_acc: 0.6500
Epoch 5327/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3730 - acc: 0.8389 - val_loss: 1.1189 - val_acc: 0.6500
Epoch 5328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3767 - acc: 0.8389 - val_loss: 1.0637 - val_acc: 0.6389
Epoch 5329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3804 - acc: 0.8319 - val_loss: 1.1306 - val_acc: 0.6389
Epoch 5330/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3831 - acc: 0.8333 - val_loss: 1.0677 - val_acc: 0.6556
Epoch 5331/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3850 - acc: 0.8222 - val_loss: 1.1341 - val_acc: 0.6389
Epoch 5332/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3837 - acc: 0.8292 - val_loss: 1.0795 - val_acc: 0.6556
Epoch 5333/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3814 - acc: 0.8264 - val_loss: 1.1254 - val_acc: 0.6333
Epoch 5334/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3760 - acc: 0.8306 - val_loss: 1.0908 - val_acc: 0.6611
Epoch 5335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3706 - acc: 0.8333 - val_loss: 1.1087 - val_acc: 0.6389
Epoch 5336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3668 - acc: 0.8431 - val_loss: 1.1008 - val_acc: 0.6500
Epoch 5337/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3658 - acc: 0.8444 - val_loss: 1.0869 - val_acc: 0.6500
Epoch 5338/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3670 - acc: 0.8444 - val_loss: 1.1131 - val_acc: 0.6500
Epoch 5339/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3700 - acc: 0.8375 - val_loss: 1.0710 - val_acc: 0.6444
Epoch 5340/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3745 - acc: 0.8347 - val_loss: 1.1268 - val_acc: 0.6333
Epoch 5341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3787 - acc: 0.8292 - val_loss: 1.0693 - val_acc: 0.6611
Epoch 5342/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3829 - acc: 0.8264 - val_loss: 1.1350 - val_acc: 0.6389
Epoch 5343/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3846 - acc: 0.8292 - val_loss: 1.0727 - val_acc: 0.6556
Epoch 5344/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3844 - acc: 0.8250 - val_loss: 1.1347 - val_acc: 0.6389
Epoch 5345/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3800 - acc: 0.8333 - val_loss: 1.0797 - val_acc: 0.6444
Epoch 5346/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3742 - acc: 0.8417 - val_loss: 1.1244 - val_acc: 0.6500
Epoch 5347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3689 - acc: 0.8431 - val_loss: 1.0937 - val_acc: 0.6611
Epoch 5348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3656 - acc: 0.8444 - val_loss: 1.1020 - val_acc: 0.6444
Epoch 5349/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3649 - acc: 0.8486 - val_loss: 1.1079 - val_acc: 0.6333
Epoch 5350/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3662 - acc: 0.8375 - val_loss: 1.0841 - val_acc: 0.6444
Epoch 5351/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3685 - acc: 0.8417 - val_loss: 1.1171 - val_acc: 0.6389
Epoch 5352/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3708 - acc: 0.8333 - val_loss: 1.0766 - val_acc: 0.6500
Epoch 5353/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3737 - acc: 0.8361 - val_loss: 1.1249 - val_acc: 0.6444
Epoch 5354/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3763 - acc: 0.8333 - val_loss: 1.0723 - val_acc: 0.6500
Epoch 5355/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3786 - acc: 0.8250 - val_loss: 1.1345 - val_acc: 0.6444
Epoch 5356/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3796 - acc: 0.8333 - val_loss: 1.0738 - val_acc: 0.6444
Epoch 5357/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3793 - acc: 0.8361 - val_loss: 1.1376 - val_acc: 0.6444
Epoch 5358/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3767 - acc: 0.8333 - val_loss: 1.0820 - val_acc: 0.6444
Epoch 5359/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3727 - acc: 0.8431 - val_loss: 1.1237 - val_acc: 0.6556
Epoch 5360/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3687 - acc: 0.8431 - val_loss: 1.0929 - val_acc: 0.6500
Epoch 5361/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3653 - acc: 0.8417 - val_loss: 1.1063 - val_acc: 0.6556
Epoch 5362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3636 - acc: 0.8500 - val_loss: 1.1040 - val_acc: 0.6556
Epoch 5363/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3635 - acc: 0.8431 - val_loss: 1.0922 - val_acc: 0.6556
Epoch 5364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3649 - acc: 0.8444 - val_loss: 1.1140 - val_acc: 0.6500
Epoch 5365/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3672 - acc: 0.8431 - val_loss: 1.0802 - val_acc: 0.6500
Epoch 5366/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3701 - acc: 0.8417 - val_loss: 1.1268 - val_acc: 0.6444
Epoch 5367/15000
720/720 [==============================] - 0s 7us/step - loss: 0.3736 - acc: 0.8361 - val_loss: 1.0733 - val_acc: 0.6389
Epoch 5368/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3775 - acc: 0.8403 - val_loss: 1.1392 - val_acc: 0.6389
Epoch 5369/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3806 - acc: 0.8361 - val_loss: 1.0742 - val_acc: 0.6389
Epoch 5370/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3826 - acc: 0.8236 - val_loss: 1.1446 - val_acc: 0.6389
Epoch 5371/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3819 - acc: 0.8306 - val_loss: 1.0822 - val_acc: 0.6500
Epoch 5372/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3789 - acc: 0.8333 - val_loss: 1.1392 - val_acc: 0.6500
Epoch 5373/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3737 - acc: 0.8333 - val_loss: 1.0944 - val_acc: 0.6500
Epoch 5374/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3687 - acc: 0.8403 - val_loss: 1.1203 - val_acc: 0.6556
Epoch 5375/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3651 - acc: 0.8458 - val_loss: 1.1069 - val_acc: 0.6611
Epoch 5376/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3637 - acc: 0.8389 - val_loss: 1.0973 - val_acc: 0.6500
Epoch 5377/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3645 - acc: 0.8417 - val_loss: 1.1190 - val_acc: 0.6500
Epoch 5378/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3671 - acc: 0.8403 - val_loss: 1.0802 - val_acc: 0.6556
Epoch 5379/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3712 - acc: 0.8403 - val_loss: 1.1317 - val_acc: 0.6333
Epoch 5380/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3758 - acc: 0.8333 - val_loss: 1.0747 - val_acc: 0.6444
Epoch 5381/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3810 - acc: 0.8278 - val_loss: 1.1445 - val_acc: 0.6333
Epoch 5382/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3836 - acc: 0.8292 - val_loss: 1.0788 - val_acc: 0.6611
Epoch 5383/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3845 - acc: 0.8236 - val_loss: 1.1474 - val_acc: 0.6389
Epoch 5384/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3804 - acc: 0.8292 - val_loss: 1.0878 - val_acc: 0.6556
Epoch 5385/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3743 - acc: 0.8347 - val_loss: 1.1334 - val_acc: 0.6444
Epoch 5386/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3675 - acc: 0.8403 - val_loss: 1.1018 - val_acc: 0.6556
Epoch 5387/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3631 - acc: 0.8458 - val_loss: 1.1116 - val_acc: 0.6444
Epoch 5388/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3623 - acc: 0.8472 - val_loss: 1.1177 - val_acc: 0.6278
Epoch 5389/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3643 - acc: 0.8403 - val_loss: 1.0922 - val_acc: 0.6611
Epoch 5390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3679 - acc: 0.8361 - val_loss: 1.1287 - val_acc: 0.6444
Epoch 5391/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3716 - acc: 0.8333 - val_loss: 1.0826 - val_acc: 0.6722
Epoch 5392/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3755 - acc: 0.8306 - val_loss: 1.1369 - val_acc: 0.6389
Epoch 5393/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3775 - acc: 0.8333 - val_loss: 1.0806 - val_acc: 0.6444
Epoch 5394/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3790 - acc: 0.8264 - val_loss: 1.1397 - val_acc: 0.6389
Epoch 5395/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3776 - acc: 0.8375 - val_loss: 1.0835 - val_acc: 0.6444
Epoch 5396/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3744 - acc: 0.8403 - val_loss: 1.1358 - val_acc: 0.6556
Epoch 5397/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3699 - acc: 0.8417 - val_loss: 1.0956 - val_acc: 0.6556
Epoch 5398/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3658 - acc: 0.8458 - val_loss: 1.1231 - val_acc: 0.6556
Epoch 5399/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3632 - acc: 0.8500 - val_loss: 1.1091 - val_acc: 0.6500
Epoch 5400/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3621 - acc: 0.8431 - val_loss: 1.1055 - val_acc: 0.6556
Epoch 5401/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3628 - acc: 0.8472 - val_loss: 1.1191 - val_acc: 0.6333
Epoch 5402/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3643 - acc: 0.8458 - val_loss: 1.0937 - val_acc: 0.6444
Epoch 5403/15000
720/720 [==============================] - 0s 32us/step - loss: 0.3668 - acc: 0.8403 - val_loss: 1.1277 - val_acc: 0.6444
Epoch 5404/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3697 - acc: 0.8375 - val_loss: 1.0861 - val_acc: 0.6389
Epoch 5405/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3731 - acc: 0.8347 - val_loss: 1.1364 - val_acc: 0.6444
Epoch 5406/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3756 - acc: 0.8375 - val_loss: 1.0823 - val_acc: 0.6500
Epoch 5407/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3767 - acc: 0.8389 - val_loss: 1.1449 - val_acc: 0.6444
Epoch 5408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3754 - acc: 0.8361 - val_loss: 1.0872 - val_acc: 0.6444
Epoch 5409/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3728 - acc: 0.8403 - val_loss: 1.1431 - val_acc: 0.6556
Epoch 5410/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3693 - acc: 0.8403 - val_loss: 1.0978 - val_acc: 0.6556
Epoch 5411/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3664 - acc: 0.8417 - val_loss: 1.1314 - val_acc: 0.6667
Epoch 5412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3645 - acc: 0.8472 - val_loss: 1.1091 - val_acc: 0.6556
Epoch 5413/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3631 - acc: 0.8403 - val_loss: 1.1181 - val_acc: 0.6500
Epoch 5414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3626 - acc: 0.8431 - val_loss: 1.1169 - val_acc: 0.6444
Epoch 5415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3628 - acc: 0.8444 - val_loss: 1.1021 - val_acc: 0.6500
Epoch 5416/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3642 - acc: 0.8431 - val_loss: 1.1269 - val_acc: 0.6444
Epoch 5417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3664 - acc: 0.8375 - val_loss: 1.0881 - val_acc: 0.6444
Epoch 5418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3701 - acc: 0.8333 - val_loss: 1.1446 - val_acc: 0.6333
Epoch 5419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3744 - acc: 0.8361 - val_loss: 1.0849 - val_acc: 0.6500
Epoch 5420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3794 - acc: 0.8250 - val_loss: 1.1599 - val_acc: 0.6278
Epoch 5421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3825 - acc: 0.8250 - val_loss: 1.0889 - val_acc: 0.6500
Epoch 5422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3836 - acc: 0.8208 - val_loss: 1.1621 - val_acc: 0.6333
Epoch 5423/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3800 - acc: 0.8292 - val_loss: 1.0953 - val_acc: 0.6556
Epoch 5424/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3731 - acc: 0.8458 - val_loss: 1.1454 - val_acc: 0.6556
Epoch 5425/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3659 - acc: 0.8486 - val_loss: 1.1092 - val_acc: 0.6611
Epoch 5426/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3613 - acc: 0.8486 - val_loss: 1.1167 - val_acc: 0.6500
Epoch 5427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3603 - acc: 0.8444 - val_loss: 1.1268 - val_acc: 0.6444
Epoch 5428/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3623 - acc: 0.8417 - val_loss: 1.0939 - val_acc: 0.6500
Epoch 5429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3657 - acc: 0.8417 - val_loss: 1.1398 - val_acc: 0.6389
Epoch 5430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3694 - acc: 0.8319 - val_loss: 1.0860 - val_acc: 0.6444
Epoch 5431/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3734 - acc: 0.8333 - val_loss: 1.1468 - val_acc: 0.6333
Epoch 5432/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3767 - acc: 0.8347 - val_loss: 1.0849 - val_acc: 0.6444
Epoch 5433/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3788 - acc: 0.8306 - val_loss: 1.1477 - val_acc: 0.6444
Epoch 5434/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3772 - acc: 0.8375 - val_loss: 1.0911 - val_acc: 0.6444
Epoch 5435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3728 - acc: 0.8417 - val_loss: 1.1396 - val_acc: 0.6500
Epoch 5436/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3663 - acc: 0.8361 - val_loss: 1.1077 - val_acc: 0.6500
Epoch 5437/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3609 - acc: 0.8486 - val_loss: 1.1195 - val_acc: 0.6500
Epoch 5438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3584 - acc: 0.8500 - val_loss: 1.1251 - val_acc: 0.6444
Epoch 5439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3591 - acc: 0.8458 - val_loss: 1.1028 - val_acc: 0.6444
Epoch 5440/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3618 - acc: 0.8431 - val_loss: 1.1372 - val_acc: 0.6389
Epoch 5441/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3655 - acc: 0.8403 - val_loss: 1.0929 - val_acc: 0.6444
Epoch 5442/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3699 - acc: 0.8375 - val_loss: 1.1443 - val_acc: 0.6333
Epoch 5443/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3742 - acc: 0.8389 - val_loss: 1.0874 - val_acc: 0.6444
Epoch 5444/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3765 - acc: 0.8319 - val_loss: 1.1515 - val_acc: 0.6389
Epoch 5445/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3759 - acc: 0.8375 - val_loss: 1.0914 - val_acc: 0.6389
Epoch 5446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3740 - acc: 0.8292 - val_loss: 1.1504 - val_acc: 0.6333
Epoch 5447/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3695 - acc: 0.8333 - val_loss: 1.1064 - val_acc: 0.6500
Epoch 5448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3649 - acc: 0.8375 - val_loss: 1.1332 - val_acc: 0.6389
Epoch 5449/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3614 - acc: 0.8472 - val_loss: 1.1232 - val_acc: 0.6611
Epoch 5450/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3594 - acc: 0.8417 - val_loss: 1.1147 - val_acc: 0.6500
Epoch 5451/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3590 - acc: 0.8486 - val_loss: 1.1329 - val_acc: 0.6556
Epoch 5452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3609 - acc: 0.8500 - val_loss: 1.1000 - val_acc: 0.6500
Epoch 5453/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3643 - acc: 0.8472 - val_loss: 1.1431 - val_acc: 0.6444
Epoch 5454/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3683 - acc: 0.8403 - val_loss: 1.0898 - val_acc: 0.6444
Epoch 5455/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3725 - acc: 0.8292 - val_loss: 1.1588 - val_acc: 0.6333
Epoch 5456/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3759 - acc: 0.8319 - val_loss: 1.0930 - val_acc: 0.6444
Epoch 5457/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3778 - acc: 0.8222 - val_loss: 1.1614 - val_acc: 0.6333
Epoch 5458/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3755 - acc: 0.8319 - val_loss: 1.1035 - val_acc: 0.6611
Epoch 5459/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3716 - acc: 0.8333 - val_loss: 1.1465 - val_acc: 0.6444
Epoch 5460/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3655 - acc: 0.8431 - val_loss: 1.1158 - val_acc: 0.6444
Epoch 5461/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3598 - acc: 0.8486 - val_loss: 1.1289 - val_acc: 0.6444
Epoch 5462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3573 - acc: 0.8444 - val_loss: 1.1284 - val_acc: 0.6500
Epoch 5463/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3579 - acc: 0.8556 - val_loss: 1.1100 - val_acc: 0.6556
Epoch 5464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3598 - acc: 0.8431 - val_loss: 1.1396 - val_acc: 0.6444
Epoch 5465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3624 - acc: 0.8389 - val_loss: 1.0962 - val_acc: 0.6444
Epoch 5466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3658 - acc: 0.8417 - val_loss: 1.1507 - val_acc: 0.6333
Epoch 5467/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3689 - acc: 0.8347 - val_loss: 1.0949 - val_acc: 0.6500
Epoch 5468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3723 - acc: 0.8347 - val_loss: 1.1545 - val_acc: 0.6333
Epoch 5469/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3742 - acc: 0.8389 - val_loss: 1.0968 - val_acc: 0.6500
Epoch 5470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3740 - acc: 0.8361 - val_loss: 1.1520 - val_acc: 0.6444
Epoch 5471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3700 - acc: 0.8375 - val_loss: 1.1059 - val_acc: 0.6500
Epoch 5472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3646 - acc: 0.8458 - val_loss: 1.1430 - val_acc: 0.6444
Epoch 5473/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3598 - acc: 0.8458 - val_loss: 1.1195 - val_acc: 0.6556
Epoch 5474/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3568 - acc: 0.8514 - val_loss: 1.1229 - val_acc: 0.6500
Epoch 5475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3561 - acc: 0.8486 - val_loss: 1.1340 - val_acc: 0.6556
Epoch 5476/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3575 - acc: 0.8444 - val_loss: 1.1079 - val_acc: 0.6500
Epoch 5477/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3599 - acc: 0.8500 - val_loss: 1.1437 - val_acc: 0.6333
Epoch 5478/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3628 - acc: 0.8431 - val_loss: 1.1001 - val_acc: 0.6444
Epoch 5479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3666 - acc: 0.8375 - val_loss: 1.1516 - val_acc: 0.6333
Epoch 5480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3705 - acc: 0.8375 - val_loss: 1.0959 - val_acc: 0.6500
Epoch 5481/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3733 - acc: 0.8306 - val_loss: 1.1630 - val_acc: 0.6333
Epoch 5482/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3741 - acc: 0.8361 - val_loss: 1.1005 - val_acc: 0.6444
Epoch 5483/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3738 - acc: 0.8292 - val_loss: 1.1641 - val_acc: 0.6333
Epoch 5484/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3700 - acc: 0.8319 - val_loss: 1.1116 - val_acc: 0.6444
Epoch 5485/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3653 - acc: 0.8417 - val_loss: 1.1473 - val_acc: 0.6444
Epoch 5486/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3603 - acc: 0.8500 - val_loss: 1.1248 - val_acc: 0.6611
Epoch 5487/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3567 - acc: 0.8486 - val_loss: 1.1297 - val_acc: 0.6556
Epoch 5488/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3553 - acc: 0.8528 - val_loss: 1.1343 - val_acc: 0.6500
Epoch 5489/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3565 - acc: 0.8528 - val_loss: 1.1158 - val_acc: 0.6611
Epoch 5490/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3595 - acc: 0.8458 - val_loss: 1.1439 - val_acc: 0.6444
Epoch 5491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3630 - acc: 0.8417 - val_loss: 1.1055 - val_acc: 0.6556
Epoch 5492/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3674 - acc: 0.8347 - val_loss: 1.1570 - val_acc: 0.6389
Epoch 5493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3710 - acc: 0.8375 - val_loss: 1.1041 - val_acc: 0.6556
Epoch 5494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3747 - acc: 0.8250 - val_loss: 1.1625 - val_acc: 0.6389
Epoch 5495/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3746 - acc: 0.8417 - val_loss: 1.1072 - val_acc: 0.6389
Epoch 5496/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3727 - acc: 0.8319 - val_loss: 1.1558 - val_acc: 0.6333
Epoch 5497/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3672 - acc: 0.8403 - val_loss: 1.1153 - val_acc: 0.6611
Epoch 5498/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3610 - acc: 0.8514 - val_loss: 1.1457 - val_acc: 0.6611
Epoch 5499/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3570 - acc: 0.8500 - val_loss: 1.1271 - val_acc: 0.6500
Epoch 5500/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3560 - acc: 0.8486 - val_loss: 1.1321 - val_acc: 0.6611
Epoch 5501/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3572 - acc: 0.8472 - val_loss: 1.1379 - val_acc: 0.6278
Epoch 5502/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3598 - acc: 0.8431 - val_loss: 1.1200 - val_acc: 0.6611
Epoch 5503/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3641 - acc: 0.8444 - val_loss: 1.1477 - val_acc: 0.6278
Epoch 5504/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3677 - acc: 0.8472 - val_loss: 1.1161 - val_acc: 0.6389
Epoch 5505/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3715 - acc: 0.8403 - val_loss: 1.1519 - val_acc: 0.6222
Epoch 5506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3716 - acc: 0.8472 - val_loss: 1.1124 - val_acc: 0.6444
Epoch 5507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3704 - acc: 0.8389 - val_loss: 1.1522 - val_acc: 0.6444
Epoch 5508/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3657 - acc: 0.8431 - val_loss: 1.1112 - val_acc: 0.6444
Epoch 5509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3615 - acc: 0.8500 - val_loss: 1.1573 - val_acc: 0.6611
Epoch 5510/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3594 - acc: 0.8389 - val_loss: 1.1196 - val_acc: 0.6444
Epoch 5511/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3593 - acc: 0.8431 - val_loss: 1.1570 - val_acc: 0.6667
Epoch 5512/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3604 - acc: 0.8458 - val_loss: 1.1293 - val_acc: 0.6444
Epoch 5513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3597 - acc: 0.8514 - val_loss: 1.1444 - val_acc: 0.6556
Epoch 5514/15000
720/720 [==============================] - 0s 1us/step - loss: 0.3582 - acc: 0.8514 - val_loss: 1.1355 - val_acc: 0.6444
Epoch 5515/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3555 - acc: 0.8472 - val_loss: 1.1278 - val_acc: 0.6500
Epoch 5516/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3545 - acc: 0.8500 - val_loss: 1.1443 - val_acc: 0.6556
Epoch 5517/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3556 - acc: 0.8472 - val_loss: 1.1162 - val_acc: 0.6444
Epoch 5518/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3580 - acc: 0.8444 - val_loss: 1.1575 - val_acc: 0.6667
Epoch 5519/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3606 - acc: 0.8375 - val_loss: 1.1114 - val_acc: 0.6389
Epoch 5520/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3626 - acc: 0.8458 - val_loss: 1.1704 - val_acc: 0.6389
Epoch 5521/15000
720/720 [==============================] - 0s 23us/step - loss: 0.3654 - acc: 0.8403 - val_loss: 1.1106 - val_acc: 0.6444
Epoch 5522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3697 - acc: 0.8403 - val_loss: 1.1768 - val_acc: 0.6389
Epoch 5523/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3756 - acc: 0.8361 - val_loss: 1.1076 - val_acc: 0.6444
Epoch 5524/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3806 - acc: 0.8278 - val_loss: 1.1745 - val_acc: 0.6389
Epoch 5525/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3786 - acc: 0.8375 - val_loss: 1.1117 - val_acc: 0.6389
Epoch 5526/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3717 - acc: 0.8361 - val_loss: 1.1608 - val_acc: 0.6444
Epoch 5527/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3623 - acc: 0.8389 - val_loss: 1.1242 - val_acc: 0.6667
Epoch 5528/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3563 - acc: 0.8444 - val_loss: 1.1390 - val_acc: 0.6556
Epoch 5529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3550 - acc: 0.8514 - val_loss: 1.1458 - val_acc: 0.6444
Epoch 5530/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3571 - acc: 0.8417 - val_loss: 1.1180 - val_acc: 0.6444
Epoch 5531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3607 - acc: 0.8458 - val_loss: 1.1622 - val_acc: 0.6333
Epoch 5532/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3655 - acc: 0.8403 - val_loss: 1.1046 - val_acc: 0.6389
Epoch 5533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3717 - acc: 0.8306 - val_loss: 1.1768 - val_acc: 0.6278
Epoch 5534/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3771 - acc: 0.8264 - val_loss: 1.1048 - val_acc: 0.6500
Epoch 5535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3810 - acc: 0.8208 - val_loss: 1.1834 - val_acc: 0.6389
Epoch 5536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3778 - acc: 0.8278 - val_loss: 1.1139 - val_acc: 0.6500
Epoch 5537/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3701 - acc: 0.8333 - val_loss: 1.1654 - val_acc: 0.6389
Epoch 5538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3599 - acc: 0.8389 - val_loss: 1.1356 - val_acc: 0.6500
Epoch 5539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3534 - acc: 0.8500 - val_loss: 1.1367 - val_acc: 0.6611
Epoch 5540/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3527 - acc: 0.8542 - val_loss: 1.1604 - val_acc: 0.6556
Epoch 5541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3561 - acc: 0.8444 - val_loss: 1.1190 - val_acc: 0.6556
Epoch 5542/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3609 - acc: 0.8444 - val_loss: 1.1680 - val_acc: 0.6389
Epoch 5543/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3650 - acc: 0.8389 - val_loss: 1.1101 - val_acc: 0.6500
Epoch 5544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3689 - acc: 0.8375 - val_loss: 1.1670 - val_acc: 0.6389
Epoch 5545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3702 - acc: 0.8444 - val_loss: 1.1105 - val_acc: 0.6389
Epoch 5546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3694 - acc: 0.8375 - val_loss: 1.1623 - val_acc: 0.6500
Epoch 5547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3643 - acc: 0.8403 - val_loss: 1.1206 - val_acc: 0.6556
Epoch 5548/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3582 - acc: 0.8500 - val_loss: 1.1512 - val_acc: 0.6444
Epoch 5549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3533 - acc: 0.8500 - val_loss: 1.1368 - val_acc: 0.6389
Epoch 5550/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3514 - acc: 0.8514 - val_loss: 1.1362 - val_acc: 0.6500
Epoch 5551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3523 - acc: 0.8514 - val_loss: 1.1525 - val_acc: 0.6389
Epoch 5552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3547 - acc: 0.8486 - val_loss: 1.1230 - val_acc: 0.6500
Epoch 5553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3580 - acc: 0.8458 - val_loss: 1.1641 - val_acc: 0.6389
Epoch 5554/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3616 - acc: 0.8417 - val_loss: 1.1128 - val_acc: 0.6500
Epoch 5555/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3650 - acc: 0.8361 - val_loss: 1.1739 - val_acc: 0.6389
Epoch 5556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3676 - acc: 0.8375 - val_loss: 1.1110 - val_acc: 0.6389
Epoch 5557/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3683 - acc: 0.8333 - val_loss: 1.1791 - val_acc: 0.6389
Epoch 5558/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3666 - acc: 0.8333 - val_loss: 1.1188 - val_acc: 0.6389
Epoch 5559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3627 - acc: 0.8444 - val_loss: 1.1700 - val_acc: 0.6333
Epoch 5560/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3577 - acc: 0.8431 - val_loss: 1.1356 - val_acc: 0.6444
Epoch 5561/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3536 - acc: 0.8444 - val_loss: 1.1486 - val_acc: 0.6556
Epoch 5562/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3515 - acc: 0.8569 - val_loss: 1.1501 - val_acc: 0.6556
Epoch 5563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3513 - acc: 0.8528 - val_loss: 1.1309 - val_acc: 0.6556
Epoch 5564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3522 - acc: 0.8472 - val_loss: 1.1566 - val_acc: 0.6611
Epoch 5565/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3538 - acc: 0.8486 - val_loss: 1.1208 - val_acc: 0.6500
Epoch 5566/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3559 - acc: 0.8528 - val_loss: 1.1629 - val_acc: 0.6333
Epoch 5567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3587 - acc: 0.8444 - val_loss: 1.1174 - val_acc: 0.6444
Epoch 5568/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3622 - acc: 0.8403 - val_loss: 1.1732 - val_acc: 0.6389
Epoch 5569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3657 - acc: 0.8417 - val_loss: 1.1199 - val_acc: 0.6389
Epoch 5570/15000
720/720 [==============================] - 0s 4us/step - loss: 0.3687 - acc: 0.8333 - val_loss: 1.1803 - val_acc: 0.6389
Epoch 5571/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3682 - acc: 0.8403 - val_loss: 1.1260 - val_acc: 0.6500
Epoch 5572/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3661 - acc: 0.8361 - val_loss: 1.1738 - val_acc: 0.6389
Epoch 5573/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3611 - acc: 0.8431 - val_loss: 1.1327 - val_acc: 0.6500
Epoch 5574/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3559 - acc: 0.8514 - val_loss: 1.1609 - val_acc: 0.6611
Epoch 5575/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3518 - acc: 0.8528 - val_loss: 1.1423 - val_acc: 0.6611
Epoch 5576/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3501 - acc: 0.8556 - val_loss: 1.1457 - val_acc: 0.6556
Epoch 5577/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3504 - acc: 0.8514 - val_loss: 1.1551 - val_acc: 0.6389
Epoch 5578/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3522 - acc: 0.8500 - val_loss: 1.1292 - val_acc: 0.6500
Epoch 5579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3552 - acc: 0.8458 - val_loss: 1.1681 - val_acc: 0.6389
Epoch 5580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3587 - acc: 0.8389 - val_loss: 1.1204 - val_acc: 0.6444
Epoch 5581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3630 - acc: 0.8431 - val_loss: 1.1806 - val_acc: 0.6333
Epoch 5582/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3663 - acc: 0.8417 - val_loss: 1.1187 - val_acc: 0.6389
Epoch 5583/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3697 - acc: 0.8319 - val_loss: 1.1862 - val_acc: 0.6333
Epoch 5584/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3705 - acc: 0.8403 - val_loss: 1.1204 - val_acc: 0.6389
Epoch 5585/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3682 - acc: 0.8375 - val_loss: 1.1836 - val_acc: 0.6444
Epoch 5586/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3628 - acc: 0.8444 - val_loss: 1.1315 - val_acc: 0.6556
Epoch 5587/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3564 - acc: 0.8514 - val_loss: 1.1656 - val_acc: 0.6556
Epoch 5588/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3512 - acc: 0.8500 - val_loss: 1.1480 - val_acc: 0.6500
Epoch 5589/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3488 - acc: 0.8514 - val_loss: 1.1393 - val_acc: 0.6444
Epoch 5590/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3497 - acc: 0.8528 - val_loss: 1.1633 - val_acc: 0.6444
Epoch 5591/15000
720/720 [==============================] - 0s 30us/step - loss: 0.3525 - acc: 0.8486 - val_loss: 1.1242 - val_acc: 0.6500
Epoch 5592/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3564 - acc: 0.8486 - val_loss: 1.1741 - val_acc: 0.6333
Epoch 5593/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3610 - acc: 0.8472 - val_loss: 1.1184 - val_acc: 0.6444
Epoch 5594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3653 - acc: 0.8375 - val_loss: 1.1806 - val_acc: 0.6333
Epoch 5595/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3681 - acc: 0.8431 - val_loss: 1.1180 - val_acc: 0.6389
Epoch 5596/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3680 - acc: 0.8389 - val_loss: 1.1856 - val_acc: 0.6333
Epoch 5597/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3647 - acc: 0.8417 - val_loss: 1.1289 - val_acc: 0.6389
Epoch 5598/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3600 - acc: 0.8417 - val_loss: 1.1737 - val_acc: 0.6389
Epoch 5599/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3543 - acc: 0.8403 - val_loss: 1.1475 - val_acc: 0.6500
Epoch 5600/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3506 - acc: 0.8431 - val_loss: 1.1512 - val_acc: 0.6444
Epoch 5601/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3491 - acc: 0.8500 - val_loss: 1.1630 - val_acc: 0.6444
Epoch 5602/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3494 - acc: 0.8542 - val_loss: 1.1357 - val_acc: 0.6556
Epoch 5603/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3517 - acc: 0.8542 - val_loss: 1.1712 - val_acc: 0.6389
Epoch 5604/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3560 - acc: 0.8458 - val_loss: 1.1250 - val_acc: 0.6556
Epoch 5605/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3603 - acc: 0.8403 - val_loss: 1.1815 - val_acc: 0.6389
Epoch 5606/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3643 - acc: 0.8444 - val_loss: 1.1207 - val_acc: 0.6389
Epoch 5607/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3685 - acc: 0.8333 - val_loss: 1.1930 - val_acc: 0.6333
Epoch 5608/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3692 - acc: 0.8417 - val_loss: 1.1294 - val_acc: 0.6389
Epoch 5609/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3671 - acc: 0.8333 - val_loss: 1.1842 - val_acc: 0.6389
Epoch 5610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3610 - acc: 0.8431 - val_loss: 1.1430 - val_acc: 0.6444
Epoch 5611/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3548 - acc: 0.8417 - val_loss: 1.1630 - val_acc: 0.6444
Epoch 5612/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3494 - acc: 0.8597 - val_loss: 1.1569 - val_acc: 0.6500
Epoch 5613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3472 - acc: 0.8542 - val_loss: 1.1476 - val_acc: 0.6500
Epoch 5614/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3489 - acc: 0.8556 - val_loss: 1.1681 - val_acc: 0.6389
Epoch 5615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3526 - acc: 0.8500 - val_loss: 1.1331 - val_acc: 0.6500
Epoch 5616/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3567 - acc: 0.8417 - val_loss: 1.1795 - val_acc: 0.6444
Epoch 5617/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3606 - acc: 0.8444 - val_loss: 1.1258 - val_acc: 0.6500
Epoch 5618/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3649 - acc: 0.8375 - val_loss: 1.1885 - val_acc: 0.6333
Epoch 5619/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3657 - acc: 0.8444 - val_loss: 1.1287 - val_acc: 0.6500
Epoch 5620/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3647 - acc: 0.8375 - val_loss: 1.1834 - val_acc: 0.6389
Epoch 5621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3609 - acc: 0.8486 - val_loss: 1.1359 - val_acc: 0.6444
Epoch 5622/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3552 - acc: 0.8500 - val_loss: 1.1734 - val_acc: 0.6611
Epoch 5623/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3504 - acc: 0.8514 - val_loss: 1.1504 - val_acc: 0.6556
Epoch 5624/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3479 - acc: 0.8514 - val_loss: 1.1604 - val_acc: 0.6500
Epoch 5625/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3479 - acc: 0.8514 - val_loss: 1.1645 - val_acc: 0.6333
Epoch 5626/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3492 - acc: 0.8486 - val_loss: 1.1396 - val_acc: 0.6444
Epoch 5627/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3520 - acc: 0.8458 - val_loss: 1.1776 - val_acc: 0.6444
Epoch 5628/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3554 - acc: 0.8417 - val_loss: 1.1288 - val_acc: 0.6500
Epoch 5629/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3590 - acc: 0.8444 - val_loss: 1.1864 - val_acc: 0.6389
Epoch 5630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3617 - acc: 0.8417 - val_loss: 1.1270 - val_acc: 0.6389
Epoch 5631/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3637 - acc: 0.8361 - val_loss: 1.1909 - val_acc: 0.6500
Epoch 5632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3637 - acc: 0.8361 - val_loss: 1.1307 - val_acc: 0.6444
Epoch 5633/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3605 - acc: 0.8444 - val_loss: 1.1924 - val_acc: 0.6500
Epoch 5634/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3560 - acc: 0.8389 - val_loss: 1.1440 - val_acc: 0.6556
Epoch 5635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3516 - acc: 0.8514 - val_loss: 1.1745 - val_acc: 0.6556
Epoch 5636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3479 - acc: 0.8528 - val_loss: 1.1600 - val_acc: 0.6556
Epoch 5637/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3463 - acc: 0.8542 - val_loss: 1.1508 - val_acc: 0.6500
Epoch 5638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3468 - acc: 0.8528 - val_loss: 1.1739 - val_acc: 0.6556
Epoch 5639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3483 - acc: 0.8486 - val_loss: 1.1381 - val_acc: 0.6500
Epoch 5640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3507 - acc: 0.8514 - val_loss: 1.1812 - val_acc: 0.6611
Epoch 5641/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3543 - acc: 0.8431 - val_loss: 1.1326 - val_acc: 0.6389
Epoch 5642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3576 - acc: 0.8417 - val_loss: 1.1908 - val_acc: 0.6444
Epoch 5643/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3605 - acc: 0.8444 - val_loss: 1.1318 - val_acc: 0.6389
Epoch 5644/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3636 - acc: 0.8347 - val_loss: 1.2007 - val_acc: 0.6333
Epoch 5645/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3650 - acc: 0.8458 - val_loss: 1.1406 - val_acc: 0.6500
Epoch 5646/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3649 - acc: 0.8306 - val_loss: 1.1923 - val_acc: 0.6444
Epoch 5647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3606 - acc: 0.8486 - val_loss: 1.1512 - val_acc: 0.6611
Epoch 5648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3555 - acc: 0.8417 - val_loss: 1.1718 - val_acc: 0.6389
Epoch 5649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3495 - acc: 0.8528 - val_loss: 1.1616 - val_acc: 0.6611
Epoch 5650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3455 - acc: 0.8583 - val_loss: 1.1574 - val_acc: 0.6500
Epoch 5651/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3452 - acc: 0.8569 - val_loss: 1.1698 - val_acc: 0.6444
Epoch 5652/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3479 - acc: 0.8542 - val_loss: 1.1459 - val_acc: 0.6611
Epoch 5653/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3516 - acc: 0.8458 - val_loss: 1.1820 - val_acc: 0.6444
Epoch 5654/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3559 - acc: 0.8500 - val_loss: 1.1371 - val_acc: 0.6444
Epoch 5655/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3616 - acc: 0.8417 - val_loss: 1.1959 - val_acc: 0.6333
Epoch 5656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3649 - acc: 0.8486 - val_loss: 1.1368 - val_acc: 0.6389
Epoch 5657/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3668 - acc: 0.8319 - val_loss: 1.1967 - val_acc: 0.6333
Epoch 5658/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3641 - acc: 0.8444 - val_loss: 1.1396 - val_acc: 0.6389
Epoch 5659/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3591 - acc: 0.8403 - val_loss: 1.1890 - val_acc: 0.6667
Epoch 5660/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3533 - acc: 0.8486 - val_loss: 1.1512 - val_acc: 0.6556
Epoch 5661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3486 - acc: 0.8486 - val_loss: 1.1798 - val_acc: 0.6556
Epoch 5662/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3471 - acc: 0.8486 - val_loss: 1.1681 - val_acc: 0.6389
Epoch 5663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3470 - acc: 0.8514 - val_loss: 1.1545 - val_acc: 0.6500
Epoch 5664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3487 - acc: 0.8514 - val_loss: 1.1845 - val_acc: 0.6389
Epoch 5665/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3520 - acc: 0.8444 - val_loss: 1.1372 - val_acc: 0.6389
Epoch 5666/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3562 - acc: 0.8472 - val_loss: 1.1960 - val_acc: 0.6500
Epoch 5667/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3595 - acc: 0.8403 - val_loss: 1.1333 - val_acc: 0.6333
Epoch 5668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3625 - acc: 0.8375 - val_loss: 1.1992 - val_acc: 0.6500
Epoch 5669/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3641 - acc: 0.8333 - val_loss: 1.1364 - val_acc: 0.6444
Epoch 5670/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3608 - acc: 0.8417 - val_loss: 1.1996 - val_acc: 0.6444
Epoch 5671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3552 - acc: 0.8417 - val_loss: 1.1503 - val_acc: 0.6444
Epoch 5672/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3503 - acc: 0.8556 - val_loss: 1.1836 - val_acc: 0.6278
Epoch 5673/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3464 - acc: 0.8514 - val_loss: 1.1703 - val_acc: 0.6500
Epoch 5674/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3449 - acc: 0.8583 - val_loss: 1.1579 - val_acc: 0.6444
Epoch 5675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3458 - acc: 0.8514 - val_loss: 1.1857 - val_acc: 0.6722
Epoch 5676/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3476 - acc: 0.8472 - val_loss: 1.1452 - val_acc: 0.6500
Epoch 5677/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3492 - acc: 0.8514 - val_loss: 1.1889 - val_acc: 0.6500
Epoch 5678/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3519 - acc: 0.8444 - val_loss: 1.1420 - val_acc: 0.6556
Epoch 5679/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3552 - acc: 0.8431 - val_loss: 1.1936 - val_acc: 0.6389
Epoch 5680/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3585 - acc: 0.8472 - val_loss: 1.1419 - val_acc: 0.6444
Epoch 5681/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3620 - acc: 0.8347 - val_loss: 1.2050 - val_acc: 0.6389
Epoch 5682/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3637 - acc: 0.8500 - val_loss: 1.1504 - val_acc: 0.6611
Epoch 5683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3632 - acc: 0.8347 - val_loss: 1.1983 - val_acc: 0.6444
Epoch 5684/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3571 - acc: 0.8472 - val_loss: 1.1589 - val_acc: 0.6611
Epoch 5685/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3507 - acc: 0.8458 - val_loss: 1.1790 - val_acc: 0.6500
Epoch 5686/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3454 - acc: 0.8597 - val_loss: 1.1685 - val_acc: 0.6611
Epoch 5687/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3433 - acc: 0.8542 - val_loss: 1.1695 - val_acc: 0.6500
Epoch 5688/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3451 - acc: 0.8500 - val_loss: 1.1790 - val_acc: 0.6444
Epoch 5689/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3486 - acc: 0.8528 - val_loss: 1.1580 - val_acc: 0.6667
Epoch 5690/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3522 - acc: 0.8417 - val_loss: 1.1915 - val_acc: 0.6444
Epoch 5691/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3548 - acc: 0.8500 - val_loss: 1.1435 - val_acc: 0.6444
Epoch 5692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3586 - acc: 0.8375 - val_loss: 1.2074 - val_acc: 0.6444
Epoch 5693/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3610 - acc: 0.8403 - val_loss: 1.1418 - val_acc: 0.6333
Epoch 5694/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3628 - acc: 0.8389 - val_loss: 1.2089 - val_acc: 0.6556
Epoch 5695/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3632 - acc: 0.8347 - val_loss: 1.1458 - val_acc: 0.6389
Epoch 5696/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3583 - acc: 0.8458 - val_loss: 1.1999 - val_acc: 0.6667
Epoch 5697/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3512 - acc: 0.8444 - val_loss: 1.1616 - val_acc: 0.6611
Epoch 5698/15000
720/720 [==============================] - 0s 5us/step - loss: 0.3448 - acc: 0.8569 - val_loss: 1.1795 - val_acc: 0.6444
Epoch 5699/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3424 - acc: 0.8542 - val_loss: 1.1824 - val_acc: 0.6500
Epoch 5700/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3436 - acc: 0.8569 - val_loss: 1.1535 - val_acc: 0.6556
Epoch 5701/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3466 - acc: 0.8500 - val_loss: 1.1972 - val_acc: 0.6611
Epoch 5702/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3501 - acc: 0.8403 - val_loss: 1.1437 - val_acc: 0.6333
Epoch 5703/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3520 - acc: 0.8472 - val_loss: 1.1973 - val_acc: 0.6333
Epoch 5704/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3539 - acc: 0.8472 - val_loss: 1.1473 - val_acc: 0.6500
Epoch 5705/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3564 - acc: 0.8375 - val_loss: 1.1978 - val_acc: 0.6389
Epoch 5706/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3581 - acc: 0.8514 - val_loss: 1.1519 - val_acc: 0.6444
Epoch 5707/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3586 - acc: 0.8389 - val_loss: 1.2040 - val_acc: 0.6389
Epoch 5708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3561 - acc: 0.8542 - val_loss: 1.1600 - val_acc: 0.6444
Epoch 5709/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3519 - acc: 0.8486 - val_loss: 1.1937 - val_acc: 0.6389
Epoch 5710/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3461 - acc: 0.8486 - val_loss: 1.1679 - val_acc: 0.6556
Epoch 5711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3425 - acc: 0.8569 - val_loss: 1.1770 - val_acc: 0.6444
Epoch 5712/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3420 - acc: 0.8611 - val_loss: 1.1772 - val_acc: 0.6333
Epoch 5713/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3430 - acc: 0.8569 - val_loss: 1.1694 - val_acc: 0.6556
Epoch 5714/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3448 - acc: 0.8500 - val_loss: 1.1871 - val_acc: 0.6389
Epoch 5715/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3465 - acc: 0.8542 - val_loss: 1.1587 - val_acc: 0.6611
Epoch 5716/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3488 - acc: 0.8486 - val_loss: 1.1996 - val_acc: 0.6389
Epoch 5717/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3516 - acc: 0.8472 - val_loss: 1.1480 - val_acc: 0.6389
Epoch 5718/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3558 - acc: 0.8444 - val_loss: 1.2170 - val_acc: 0.6389
Epoch 5719/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3598 - acc: 0.8389 - val_loss: 1.1475 - val_acc: 0.6333
Epoch 5720/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3625 - acc: 0.8361 - val_loss: 1.2199 - val_acc: 0.6444
Epoch 5721/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3626 - acc: 0.8347 - val_loss: 1.1517 - val_acc: 0.6389
Epoch 5722/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3584 - acc: 0.8431 - val_loss: 1.2071 - val_acc: 0.6333
Epoch 5723/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3515 - acc: 0.8444 - val_loss: 1.1661 - val_acc: 0.6500
Epoch 5724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3454 - acc: 0.8556 - val_loss: 1.1847 - val_acc: 0.6389
Epoch 5725/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3419 - acc: 0.8528 - val_loss: 1.1830 - val_acc: 0.6556
Epoch 5726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3413 - acc: 0.8569 - val_loss: 1.1619 - val_acc: 0.6556
Epoch 5727/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3426 - acc: 0.8542 - val_loss: 1.1946 - val_acc: 0.6556
Epoch 5728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3454 - acc: 0.8528 - val_loss: 1.1514 - val_acc: 0.6444
Epoch 5729/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3492 - acc: 0.8486 - val_loss: 1.2023 - val_acc: 0.6333
Epoch 5730/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3538 - acc: 0.8472 - val_loss: 1.1518 - val_acc: 0.6444
Epoch 5731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3590 - acc: 0.8319 - val_loss: 1.2108 - val_acc: 0.6444
Epoch 5732/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3614 - acc: 0.8486 - val_loss: 1.1546 - val_acc: 0.6444
Epoch 5733/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3613 - acc: 0.8333 - val_loss: 1.2130 - val_acc: 0.6333
Epoch 5734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3559 - acc: 0.8458 - val_loss: 1.1613 - val_acc: 0.6389
Epoch 5735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3493 - acc: 0.8556 - val_loss: 1.2009 - val_acc: 0.6667
Epoch 5736/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3437 - acc: 0.8514 - val_loss: 1.1743 - val_acc: 0.6556
Epoch 5737/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3410 - acc: 0.8528 - val_loss: 1.1829 - val_acc: 0.6556
Epoch 5738/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3410 - acc: 0.8583 - val_loss: 1.1905 - val_acc: 0.6333
Epoch 5739/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3425 - acc: 0.8542 - val_loss: 1.1645 - val_acc: 0.6500
Epoch 5740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3454 - acc: 0.8444 - val_loss: 1.2030 - val_acc: 0.6389
Epoch 5741/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3492 - acc: 0.8486 - val_loss: 1.1516 - val_acc: 0.6500
Epoch 5742/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3539 - acc: 0.8444 - val_loss: 1.2144 - val_acc: 0.6444
Epoch 5743/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3580 - acc: 0.8389 - val_loss: 1.1494 - val_acc: 0.6333
Epoch 5744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3599 - acc: 0.8403 - val_loss: 1.2209 - val_acc: 0.6389
Epoch 5745/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3585 - acc: 0.8389 - val_loss: 1.1566 - val_acc: 0.6444
Epoch 5746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3542 - acc: 0.8458 - val_loss: 1.2116 - val_acc: 0.6444
Epoch 5747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3482 - acc: 0.8444 - val_loss: 1.1733 - val_acc: 0.6556
Epoch 5748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3432 - acc: 0.8569 - val_loss: 1.1899 - val_acc: 0.6389
Epoch 5749/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3402 - acc: 0.8569 - val_loss: 1.1914 - val_acc: 0.6667
Epoch 5750/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3396 - acc: 0.8583 - val_loss: 1.1697 - val_acc: 0.6556
Epoch 5751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3408 - acc: 0.8542 - val_loss: 1.1990 - val_acc: 0.6500
Epoch 5752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3436 - acc: 0.8514 - val_loss: 1.1593 - val_acc: 0.6611
Epoch 5753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3472 - acc: 0.8528 - val_loss: 1.2064 - val_acc: 0.6389
Epoch 5754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3513 - acc: 0.8486 - val_loss: 1.1567 - val_acc: 0.6500
Epoch 5755/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3558 - acc: 0.8361 - val_loss: 1.2179 - val_acc: 0.6333
Epoch 5756/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3581 - acc: 0.8472 - val_loss: 1.1594 - val_acc: 0.6500
Epoch 5757/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3588 - acc: 0.8347 - val_loss: 1.2189 - val_acc: 0.6389
Epoch 5758/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3547 - acc: 0.8458 - val_loss: 1.1664 - val_acc: 0.6444
Epoch 5759/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3490 - acc: 0.8486 - val_loss: 1.2047 - val_acc: 0.6500
Epoch 5760/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3432 - acc: 0.8556 - val_loss: 1.1785 - val_acc: 0.6556
Epoch 5761/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3394 - acc: 0.8556 - val_loss: 1.1893 - val_acc: 0.6556
Epoch 5762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3386 - acc: 0.8542 - val_loss: 1.1926 - val_acc: 0.6444
Epoch 5763/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3399 - acc: 0.8556 - val_loss: 1.1718 - val_acc: 0.6556
Epoch 5764/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3425 - acc: 0.8486 - val_loss: 1.2052 - val_acc: 0.6389
Epoch 5765/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3460 - acc: 0.8500 - val_loss: 1.1582 - val_acc: 0.6389
Epoch 5766/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3504 - acc: 0.8500 - val_loss: 1.2183 - val_acc: 0.6444
Epoch 5767/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3544 - acc: 0.8486 - val_loss: 1.1556 - val_acc: 0.6333
Epoch 5768/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3572 - acc: 0.8403 - val_loss: 1.2231 - val_acc: 0.6444
Epoch 5769/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3572 - acc: 0.8417 - val_loss: 1.1605 - val_acc: 0.6444
Epoch 5770/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3538 - acc: 0.8458 - val_loss: 1.2164 - val_acc: 0.6444
Epoch 5771/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3479 - acc: 0.8458 - val_loss: 1.1743 - val_acc: 0.6500
Epoch 5772/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3423 - acc: 0.8569 - val_loss: 1.1994 - val_acc: 0.6444
Epoch 5773/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3388 - acc: 0.8569 - val_loss: 1.1926 - val_acc: 0.6500
Epoch 5774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3379 - acc: 0.8583 - val_loss: 1.1775 - val_acc: 0.6500
Epoch 5775/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3389 - acc: 0.8542 - val_loss: 1.2039 - val_acc: 0.6500
Epoch 5776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3414 - acc: 0.8528 - val_loss: 1.1642 - val_acc: 0.6611
Epoch 5777/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3445 - acc: 0.8569 - val_loss: 1.2101 - val_acc: 0.6333
Epoch 5778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3482 - acc: 0.8514 - val_loss: 1.1616 - val_acc: 0.6500
Epoch 5779/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3522 - acc: 0.8403 - val_loss: 1.2182 - val_acc: 0.6333
Epoch 5780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3549 - acc: 0.8486 - val_loss: 1.1643 - val_acc: 0.6444
Epoch 5781/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3564 - acc: 0.8347 - val_loss: 1.2242 - val_acc: 0.6389
Epoch 5782/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3540 - acc: 0.8472 - val_loss: 1.1714 - val_acc: 0.6444
Epoch 5783/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3498 - acc: 0.8472 - val_loss: 1.2152 - val_acc: 0.6500
Epoch 5784/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3439 - acc: 0.8444 - val_loss: 1.1820 - val_acc: 0.6611
Epoch 5785/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3394 - acc: 0.8611 - val_loss: 1.1988 - val_acc: 0.6556
Epoch 5786/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3373 - acc: 0.8625 - val_loss: 1.1938 - val_acc: 0.6389
Epoch 5787/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3377 - acc: 0.8597 - val_loss: 1.1844 - val_acc: 0.6556
Epoch 5788/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3397 - acc: 0.8542 - val_loss: 1.2037 - val_acc: 0.6389
Epoch 5789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3425 - acc: 0.8556 - val_loss: 1.1704 - val_acc: 0.6500
Epoch 5790/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3460 - acc: 0.8458 - val_loss: 1.2165 - val_acc: 0.6389
Epoch 5791/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3495 - acc: 0.8486 - val_loss: 1.1629 - val_acc: 0.6333
Epoch 5792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3533 - acc: 0.8417 - val_loss: 1.2298 - val_acc: 0.6389
Epoch 5793/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3556 - acc: 0.8417 - val_loss: 1.1637 - val_acc: 0.6389
Epoch 5794/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3559 - acc: 0.8417 - val_loss: 1.2319 - val_acc: 0.6389
Epoch 5795/15000
720/720 [==============================] - 0s 9us/step - loss: 0.3531 - acc: 0.8403 - val_loss: 1.1715 - val_acc: 0.6389
Epoch 5796/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3477 - acc: 0.8486 - val_loss: 1.2194 - val_acc: 0.6500
Epoch 5797/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3417 - acc: 0.8472 - val_loss: 1.1870 - val_acc: 0.6611
Epoch 5798/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3374 - acc: 0.8597 - val_loss: 1.1958 - val_acc: 0.6444
Epoch 5799/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3359 - acc: 0.8542 - val_loss: 1.2024 - val_acc: 0.6444
Epoch 5800/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3369 - acc: 0.8583 - val_loss: 1.1747 - val_acc: 0.6500
Epoch 5801/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3395 - acc: 0.8556 - val_loss: 1.2130 - val_acc: 0.6556
Epoch 5802/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3430 - acc: 0.8514 - val_loss: 1.1659 - val_acc: 0.6333
Epoch 5803/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3465 - acc: 0.8542 - val_loss: 1.2210 - val_acc: 0.6444
Epoch 5804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3502 - acc: 0.8528 - val_loss: 1.1663 - val_acc: 0.6500
Epoch 5805/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3535 - acc: 0.8403 - val_loss: 1.2293 - val_acc: 0.6333
Epoch 5806/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3547 - acc: 0.8458 - val_loss: 1.1731 - val_acc: 0.6444
Epoch 5807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3543 - acc: 0.8403 - val_loss: 1.2281 - val_acc: 0.6389
Epoch 5808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3497 - acc: 0.8514 - val_loss: 1.1831 - val_acc: 0.6500
Epoch 5809/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3439 - acc: 0.8500 - val_loss: 1.2108 - val_acc: 0.6389
Epoch 5810/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3382 - acc: 0.8569 - val_loss: 1.1938 - val_acc: 0.6556
Epoch 5811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3351 - acc: 0.8569 - val_loss: 1.1935 - val_acc: 0.6667
Epoch 5812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3353 - acc: 0.8597 - val_loss: 1.2048 - val_acc: 0.6389
Epoch 5813/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3377 - acc: 0.8583 - val_loss: 1.1810 - val_acc: 0.6556
Epoch 5814/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3415 - acc: 0.8500 - val_loss: 1.2161 - val_acc: 0.6389
Epoch 5815/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3455 - acc: 0.8528 - val_loss: 1.1719 - val_acc: 0.6500
Epoch 5816/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3500 - acc: 0.8431 - val_loss: 1.2304 - val_acc: 0.6333
Epoch 5817/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3533 - acc: 0.8514 - val_loss: 1.1691 - val_acc: 0.6333
Epoch 5818/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3559 - acc: 0.8389 - val_loss: 1.2372 - val_acc: 0.6389
Epoch 5819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3552 - acc: 0.8417 - val_loss: 1.1722 - val_acc: 0.6389
Epoch 5820/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3513 - acc: 0.8486 - val_loss: 1.2296 - val_acc: 0.6500
Epoch 5821/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3452 - acc: 0.8458 - val_loss: 1.1846 - val_acc: 0.6500
Epoch 5822/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3387 - acc: 0.8569 - val_loss: 1.2100 - val_acc: 0.6611
Epoch 5823/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3349 - acc: 0.8583 - val_loss: 1.2035 - val_acc: 0.6444
Epoch 5824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3344 - acc: 0.8569 - val_loss: 1.1853 - val_acc: 0.6667
Epoch 5825/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3369 - acc: 0.8569 - val_loss: 1.2189 - val_acc: 0.6556
Epoch 5826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3412 - acc: 0.8486 - val_loss: 1.1703 - val_acc: 0.6444
Epoch 5827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3457 - acc: 0.8542 - val_loss: 1.2276 - val_acc: 0.6500
Epoch 5828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3497 - acc: 0.8500 - val_loss: 1.1682 - val_acc: 0.6333
Epoch 5829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3521 - acc: 0.8444 - val_loss: 1.2297 - val_acc: 0.6444
Epoch 5830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3521 - acc: 0.8500 - val_loss: 1.1748 - val_acc: 0.6444
Epoch 5831/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3498 - acc: 0.8417 - val_loss: 1.2277 - val_acc: 0.6389
Epoch 5832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3453 - acc: 0.8514 - val_loss: 1.1895 - val_acc: 0.6556
Epoch 5833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3408 - acc: 0.8569 - val_loss: 1.2138 - val_acc: 0.6333
Epoch 5834/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3368 - acc: 0.8583 - val_loss: 1.2050 - val_acc: 0.6500
Epoch 5835/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3348 - acc: 0.8583 - val_loss: 1.1947 - val_acc: 0.6556
Epoch 5836/15000
720/720 [==============================] - 0s 31us/step - loss: 0.3350 - acc: 0.8542 - val_loss: 1.2137 - val_acc: 0.6389
Epoch 5837/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3372 - acc: 0.8556 - val_loss: 1.1828 - val_acc: 0.6556
Epoch 5838/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3409 - acc: 0.8514 - val_loss: 1.2206 - val_acc: 0.6389
Epoch 5839/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3454 - acc: 0.8556 - val_loss: 1.1773 - val_acc: 0.6444
Epoch 5840/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3500 - acc: 0.8444 - val_loss: 1.2314 - val_acc: 0.6389
Epoch 5841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3526 - acc: 0.8528 - val_loss: 1.1770 - val_acc: 0.6500
Epoch 5842/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3538 - acc: 0.8403 - val_loss: 1.2389 - val_acc: 0.6444
Epoch 5843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3507 - acc: 0.8514 - val_loss: 1.1821 - val_acc: 0.6444
Epoch 5844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3461 - acc: 0.8486 - val_loss: 1.2307 - val_acc: 0.6500
Epoch 5845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3409 - acc: 0.8486 - val_loss: 1.1943 - val_acc: 0.6611
Epoch 5846/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3373 - acc: 0.8583 - val_loss: 1.2173 - val_acc: 0.6611
Epoch 5847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3358 - acc: 0.8597 - val_loss: 1.2080 - val_acc: 0.6333
Epoch 5848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3361 - acc: 0.8583 - val_loss: 1.1994 - val_acc: 0.6500
Epoch 5849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3379 - acc: 0.8556 - val_loss: 1.2180 - val_acc: 0.6333
Epoch 5850/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3404 - acc: 0.8611 - val_loss: 1.1808 - val_acc: 0.6444
Epoch 5851/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3438 - acc: 0.8500 - val_loss: 1.2319 - val_acc: 0.6444
Epoch 5852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3475 - acc: 0.8542 - val_loss: 1.1742 - val_acc: 0.6389
Epoch 5853/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3507 - acc: 0.8444 - val_loss: 1.2441 - val_acc: 0.6389
Epoch 5854/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3519 - acc: 0.8375 - val_loss: 1.1779 - val_acc: 0.6389
Epoch 5855/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3504 - acc: 0.8458 - val_loss: 1.2429 - val_acc: 0.6500
Epoch 5856/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3462 - acc: 0.8444 - val_loss: 1.1903 - val_acc: 0.6500
Epoch 5857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3408 - acc: 0.8542 - val_loss: 1.2271 - val_acc: 0.6611
Epoch 5858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3359 - acc: 0.8597 - val_loss: 1.2074 - val_acc: 0.6556
Epoch 5859/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3332 - acc: 0.8583 - val_loss: 1.2032 - val_acc: 0.6444
Epoch 5860/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3328 - acc: 0.8597 - val_loss: 1.2187 - val_acc: 0.6611
Epoch 5861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3344 - acc: 0.8569 - val_loss: 1.1856 - val_acc: 0.6500
Epoch 5862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3366 - acc: 0.8639 - val_loss: 1.2262 - val_acc: 0.6556
Epoch 5863/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3396 - acc: 0.8500 - val_loss: 1.1808 - val_acc: 0.6333
Epoch 5864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3429 - acc: 0.8500 - val_loss: 1.2354 - val_acc: 0.6500
Epoch 5865/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3463 - acc: 0.8514 - val_loss: 1.1844 - val_acc: 0.6444
Epoch 5866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3499 - acc: 0.8389 - val_loss: 1.2436 - val_acc: 0.6389
Epoch 5867/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3510 - acc: 0.8542 - val_loss: 1.1897 - val_acc: 0.6500
Epoch 5868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3503 - acc: 0.8444 - val_loss: 1.2389 - val_acc: 0.6389
Epoch 5869/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3454 - acc: 0.8556 - val_loss: 1.1945 - val_acc: 0.6556
Epoch 5870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3393 - acc: 0.8583 - val_loss: 1.2233 - val_acc: 0.6444
Epoch 5871/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3344 - acc: 0.8556 - val_loss: 1.2037 - val_acc: 0.6444
Epoch 5872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3323 - acc: 0.8569 - val_loss: 1.2089 - val_acc: 0.6500
Epoch 5873/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3328 - acc: 0.8528 - val_loss: 1.2165 - val_acc: 0.6500
Epoch 5874/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3344 - acc: 0.8639 - val_loss: 1.1949 - val_acc: 0.6556
Epoch 5875/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3369 - acc: 0.8486 - val_loss: 1.2301 - val_acc: 0.6500
Epoch 5876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3397 - acc: 0.8528 - val_loss: 1.1856 - val_acc: 0.6389
Epoch 5877/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3436 - acc: 0.8528 - val_loss: 1.2434 - val_acc: 0.6444
Epoch 5878/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3474 - acc: 0.8528 - val_loss: 1.1823 - val_acc: 0.6278
Epoch 5879/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3508 - acc: 0.8472 - val_loss: 1.2478 - val_acc: 0.6500
Epoch 5880/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3522 - acc: 0.8472 - val_loss: 1.1844 - val_acc: 0.6389
Epoch 5881/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3491 - acc: 0.8486 - val_loss: 1.2417 - val_acc: 0.6556
Epoch 5882/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3430 - acc: 0.8486 - val_loss: 1.1966 - val_acc: 0.6500
Epoch 5883/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3362 - acc: 0.8611 - val_loss: 1.2225 - val_acc: 0.6278
Epoch 5884/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3319 - acc: 0.8556 - val_loss: 1.2158 - val_acc: 0.6611
Epoch 5885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3310 - acc: 0.8597 - val_loss: 1.1992 - val_acc: 0.6444
Epoch 5886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3327 - acc: 0.8597 - val_loss: 1.2304 - val_acc: 0.6667
Epoch 5887/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3357 - acc: 0.8500 - val_loss: 1.1867 - val_acc: 0.6500
Epoch 5888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3388 - acc: 0.8569 - val_loss: 1.2349 - val_acc: 0.6389
Epoch 5889/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3426 - acc: 0.8542 - val_loss: 1.1859 - val_acc: 0.6500
Epoch 5890/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3464 - acc: 0.8472 - val_loss: 1.2395 - val_acc: 0.6333
Epoch 5891/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3490 - acc: 0.8556 - val_loss: 1.1905 - val_acc: 0.6444
Epoch 5892/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3502 - acc: 0.8403 - val_loss: 1.2457 - val_acc: 0.6444
Epoch 5893/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3471 - acc: 0.8556 - val_loss: 1.1985 - val_acc: 0.6500
Epoch 5894/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3421 - acc: 0.8528 - val_loss: 1.2362 - val_acc: 0.6500
Epoch 5895/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3357 - acc: 0.8583 - val_loss: 1.2092 - val_acc: 0.6556
Epoch 5896/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3316 - acc: 0.8625 - val_loss: 1.2189 - val_acc: 0.6611
Epoch 5897/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3308 - acc: 0.8653 - val_loss: 1.2214 - val_acc: 0.6333
Epoch 5898/15000
720/720 [==============================] - 0s 18us/step - loss: 0.3326 - acc: 0.8625 - val_loss: 1.2065 - val_acc: 0.6556
Epoch 5899/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3358 - acc: 0.8542 - val_loss: 1.2316 - val_acc: 0.6444
Epoch 5900/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3393 - acc: 0.8569 - val_loss: 1.1944 - val_acc: 0.6500
Epoch 5901/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3431 - acc: 0.8458 - val_loss: 1.2439 - val_acc: 0.6500
Epoch 5902/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3463 - acc: 0.8514 - val_loss: 1.1869 - val_acc: 0.6389
Epoch 5903/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3495 - acc: 0.8431 - val_loss: 1.2580 - val_acc: 0.6389
Epoch 5904/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3506 - acc: 0.8375 - val_loss: 1.1892 - val_acc: 0.6389
Epoch 5905/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3491 - acc: 0.8472 - val_loss: 1.2576 - val_acc: 0.6500
Epoch 5906/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3446 - acc: 0.8389 - val_loss: 1.1998 - val_acc: 0.6444
Epoch 5907/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3378 - acc: 0.8569 - val_loss: 1.2373 - val_acc: 0.6556
Epoch 5908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3319 - acc: 0.8542 - val_loss: 1.2193 - val_acc: 0.6556
Epoch 5909/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3292 - acc: 0.8597 - val_loss: 1.2104 - val_acc: 0.6500
Epoch 5910/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3301 - acc: 0.8611 - val_loss: 1.2347 - val_acc: 0.6611
Epoch 5911/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3333 - acc: 0.8514 - val_loss: 1.1925 - val_acc: 0.6333
Epoch 5912/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3366 - acc: 0.8583 - val_loss: 1.2419 - val_acc: 0.6500
Epoch 5913/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3400 - acc: 0.8514 - val_loss: 1.1893 - val_acc: 0.6389
Epoch 5914/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3428 - acc: 0.8486 - val_loss: 1.2475 - val_acc: 0.6500
Epoch 5915/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3450 - acc: 0.8514 - val_loss: 1.1959 - val_acc: 0.6444
Epoch 5916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3471 - acc: 0.8417 - val_loss: 1.2516 - val_acc: 0.6389
Epoch 5917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3460 - acc: 0.8556 - val_loss: 1.2044 - val_acc: 0.6500
Epoch 5918/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3427 - acc: 0.8486 - val_loss: 1.2422 - val_acc: 0.6389
Epoch 5919/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3365 - acc: 0.8583 - val_loss: 1.2122 - val_acc: 0.6667
Epoch 5920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3311 - acc: 0.8583 - val_loss: 1.2249 - val_acc: 0.6500
Epoch 5921/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3285 - acc: 0.8625 - val_loss: 1.2216 - val_acc: 0.6444
Epoch 5922/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3290 - acc: 0.8639 - val_loss: 1.2131 - val_acc: 0.6611
Epoch 5923/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3313 - acc: 0.8556 - val_loss: 1.2325 - val_acc: 0.6444
Epoch 5924/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3337 - acc: 0.8597 - val_loss: 1.2028 - val_acc: 0.6611
Epoch 5925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3365 - acc: 0.8500 - val_loss: 1.2449 - val_acc: 0.6500
Epoch 5926/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3393 - acc: 0.8514 - val_loss: 1.1961 - val_acc: 0.6333
Epoch 5927/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3429 - acc: 0.8514 - val_loss: 1.2577 - val_acc: 0.6444
Epoch 5928/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3462 - acc: 0.8472 - val_loss: 1.1945 - val_acc: 0.6278
Epoch 5929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3482 - acc: 0.8444 - val_loss: 1.2601 - val_acc: 0.6444
Epoch 5930/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3476 - acc: 0.8444 - val_loss: 1.1984 - val_acc: 0.6333
Epoch 5931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3426 - acc: 0.8528 - val_loss: 1.2484 - val_acc: 0.6500
Epoch 5932/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3360 - acc: 0.8528 - val_loss: 1.2130 - val_acc: 0.6611
Epoch 5933/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3307 - acc: 0.8583 - val_loss: 1.2256 - val_acc: 0.6389
Epoch 5934/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3283 - acc: 0.8625 - val_loss: 1.2310 - val_acc: 0.6556
Epoch 5935/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3287 - acc: 0.8597 - val_loss: 1.2054 - val_acc: 0.6444
Epoch 5936/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3305 - acc: 0.8639 - val_loss: 1.2406 - val_acc: 0.6611
Epoch 5937/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3331 - acc: 0.8556 - val_loss: 1.1984 - val_acc: 0.6444
Epoch 5938/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3361 - acc: 0.8597 - val_loss: 1.2451 - val_acc: 0.6333
Epoch 5939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3402 - acc: 0.8597 - val_loss: 1.2004 - val_acc: 0.6444
Epoch 5940/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3447 - acc: 0.8486 - val_loss: 1.2534 - val_acc: 0.6389
Epoch 5941/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3472 - acc: 0.8556 - val_loss: 1.2035 - val_acc: 0.6500
Epoch 5942/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3475 - acc: 0.8458 - val_loss: 1.2576 - val_acc: 0.6444
Epoch 5943/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3428 - acc: 0.8556 - val_loss: 1.2081 - val_acc: 0.6500
Epoch 5944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3366 - acc: 0.8569 - val_loss: 1.2454 - val_acc: 0.6611
Epoch 5945/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3312 - acc: 0.8556 - val_loss: 1.2185 - val_acc: 0.6556
Epoch 5946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3286 - acc: 0.8625 - val_loss: 1.2300 - val_acc: 0.6556
Epoch 5947/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3287 - acc: 0.8653 - val_loss: 1.2318 - val_acc: 0.6333
Epoch 5948/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3298 - acc: 0.8625 - val_loss: 1.2150 - val_acc: 0.6556
Epoch 5949/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3319 - acc: 0.8583 - val_loss: 1.2434 - val_acc: 0.6389
Epoch 5950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3349 - acc: 0.8625 - val_loss: 1.2011 - val_acc: 0.6500
Epoch 5951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3391 - acc: 0.8528 - val_loss: 1.2579 - val_acc: 0.6444
Epoch 5952/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3436 - acc: 0.8514 - val_loss: 1.1967 - val_acc: 0.6333
Epoch 5953/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3470 - acc: 0.8472 - val_loss: 1.2696 - val_acc: 0.6389
Epoch 5954/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3480 - acc: 0.8375 - val_loss: 1.2009 - val_acc: 0.6389
Epoch 5955/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3455 - acc: 0.8500 - val_loss: 1.2649 - val_acc: 0.6444
Epoch 5956/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3403 - acc: 0.8472 - val_loss: 1.2143 - val_acc: 0.6444
Epoch 5957/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3346 - acc: 0.8611 - val_loss: 1.2441 - val_acc: 0.6389
Epoch 5958/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3299 - acc: 0.8611 - val_loss: 1.2317 - val_acc: 0.6611
Epoch 5959/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3275 - acc: 0.8625 - val_loss: 1.2200 - val_acc: 0.6444
Epoch 5960/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3272 - acc: 0.8625 - val_loss: 1.2408 - val_acc: 0.6556
Epoch 5961/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3292 - acc: 0.8569 - val_loss: 1.2059 - val_acc: 0.6667
Epoch 5962/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3325 - acc: 0.8569 - val_loss: 1.2482 - val_acc: 0.6500
Epoch 5963/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3369 - acc: 0.8556 - val_loss: 1.2032 - val_acc: 0.6500
Epoch 5964/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3421 - acc: 0.8458 - val_loss: 1.2617 - val_acc: 0.6500
Epoch 5965/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3458 - acc: 0.8542 - val_loss: 1.2059 - val_acc: 0.6389
Epoch 5966/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3482 - acc: 0.8431 - val_loss: 1.2683 - val_acc: 0.6500
Epoch 5967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3453 - acc: 0.8542 - val_loss: 1.2103 - val_acc: 0.6389
Epoch 5968/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3400 - acc: 0.8542 - val_loss: 1.2556 - val_acc: 0.6556
Epoch 5969/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3334 - acc: 0.8569 - val_loss: 1.2203 - val_acc: 0.6556
Epoch 5970/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3284 - acc: 0.8625 - val_loss: 1.2379 - val_acc: 0.6500
Epoch 5971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3265 - acc: 0.8597 - val_loss: 1.2369 - val_acc: 0.6444
Epoch 5972/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3269 - acc: 0.8639 - val_loss: 1.2191 - val_acc: 0.6611
Epoch 5973/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3293 - acc: 0.8556 - val_loss: 1.2509 - val_acc: 0.6500
Epoch 5974/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3330 - acc: 0.8583 - val_loss: 1.2044 - val_acc: 0.6389
Epoch 5975/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3378 - acc: 0.8569 - val_loss: 1.2641 - val_acc: 0.6444
Epoch 5976/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3421 - acc: 0.8500 - val_loss: 1.2017 - val_acc: 0.6389
Epoch 5977/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3449 - acc: 0.8528 - val_loss: 1.2692 - val_acc: 0.6444
Epoch 5978/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3448 - acc: 0.8486 - val_loss: 1.2068 - val_acc: 0.6389
Epoch 5979/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3414 - acc: 0.8514 - val_loss: 1.2599 - val_acc: 0.6444
Epoch 5980/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3358 - acc: 0.8583 - val_loss: 1.2214 - val_acc: 0.6611
Epoch 5981/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3303 - acc: 0.8611 - val_loss: 1.2424 - val_acc: 0.6333
Epoch 5982/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3266 - acc: 0.8611 - val_loss: 1.2401 - val_acc: 0.6556
Epoch 5983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3254 - acc: 0.8639 - val_loss: 1.2224 - val_acc: 0.6611
Epoch 5984/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3261 - acc: 0.8625 - val_loss: 1.2485 - val_acc: 0.6611
Epoch 5985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3284 - acc: 0.8569 - val_loss: 1.2105 - val_acc: 0.6556
Epoch 5986/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3316 - acc: 0.8556 - val_loss: 1.2539 - val_acc: 0.6444
Epoch 5987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3355 - acc: 0.8625 - val_loss: 1.2101 - val_acc: 0.6500
Epoch 5988/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3399 - acc: 0.8486 - val_loss: 1.2629 - val_acc: 0.6333
Epoch 5989/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3426 - acc: 0.8597 - val_loss: 1.2122 - val_acc: 0.6500
Epoch 5990/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3438 - acc: 0.8486 - val_loss: 1.2672 - val_acc: 0.6444
Epoch 5991/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3409 - acc: 0.8597 - val_loss: 1.2156 - val_acc: 0.6500
Epoch 5992/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3359 - acc: 0.8569 - val_loss: 1.2583 - val_acc: 0.6556
Epoch 5993/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3304 - acc: 0.8583 - val_loss: 1.2256 - val_acc: 0.6611
Epoch 5994/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3263 - acc: 0.8625 - val_loss: 1.2429 - val_acc: 0.6556
Epoch 5995/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3246 - acc: 0.8611 - val_loss: 1.2402 - val_acc: 0.6444
Epoch 5996/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3248 - acc: 0.8639 - val_loss: 1.2261 - val_acc: 0.6611
Epoch 5997/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3266 - acc: 0.8625 - val_loss: 1.2520 - val_acc: 0.6500
Epoch 5998/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3296 - acc: 0.8625 - val_loss: 1.2127 - val_acc: 0.6444
Epoch 5999/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3336 - acc: 0.8583 - val_loss: 1.2632 - val_acc: 0.6500
Epoch 6000/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3378 - acc: 0.8556 - val_loss: 1.2083 - val_acc: 0.6389
Epoch 6001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3408 - acc: 0.8472 - val_loss: 1.2712 - val_acc: 0.6444
Epoch 6002/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3421 - acc: 0.8514 - val_loss: 1.2110 - val_acc: 0.6500
Epoch 6003/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3406 - acc: 0.8514 - val_loss: 1.2698 - val_acc: 0.6444
Epoch 6004/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3367 - acc: 0.8569 - val_loss: 1.2220 - val_acc: 0.6556
Epoch 6005/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3321 - acc: 0.8611 - val_loss: 1.2566 - val_acc: 0.6500
Epoch 6006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3277 - acc: 0.8653 - val_loss: 1.2374 - val_acc: 0.6722
Epoch 6007/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3249 - acc: 0.8611 - val_loss: 1.2364 - val_acc: 0.6556
Epoch 6008/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3240 - acc: 0.8639 - val_loss: 1.2466 - val_acc: 0.6500
Epoch 6009/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3250 - acc: 0.8667 - val_loss: 1.2222 - val_acc: 0.6556
Epoch 6010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3275 - acc: 0.8583 - val_loss: 1.2529 - val_acc: 0.6333
Epoch 6011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3313 - acc: 0.8611 - val_loss: 1.2169 - val_acc: 0.6444
Epoch 6012/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3357 - acc: 0.8569 - val_loss: 1.2648 - val_acc: 0.6444
Epoch 6013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3397 - acc: 0.8597 - val_loss: 1.2157 - val_acc: 0.6444
Epoch 6014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3430 - acc: 0.8458 - val_loss: 1.2768 - val_acc: 0.6444
Epoch 6015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3429 - acc: 0.8569 - val_loss: 1.2180 - val_acc: 0.6389
Epoch 6016/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3406 - acc: 0.8514 - val_loss: 1.2746 - val_acc: 0.6500
Epoch 6017/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3357 - acc: 0.8500 - val_loss: 1.2254 - val_acc: 0.6389
Epoch 6018/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3307 - acc: 0.8611 - val_loss: 1.2614 - val_acc: 0.6611
Epoch 6019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3269 - acc: 0.8569 - val_loss: 1.2383 - val_acc: 0.6500
Epoch 6020/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3250 - acc: 0.8681 - val_loss: 1.2442 - val_acc: 0.6500
Epoch 6021/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3250 - acc: 0.8639 - val_loss: 1.2498 - val_acc: 0.6389
Epoch 6022/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3266 - acc: 0.8653 - val_loss: 1.2235 - val_acc: 0.6556
Epoch 6023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3295 - acc: 0.8597 - val_loss: 1.2631 - val_acc: 0.6500
Epoch 6024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3337 - acc: 0.8556 - val_loss: 1.2133 - val_acc: 0.6389
Epoch 6025/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3379 - acc: 0.8542 - val_loss: 1.2784 - val_acc: 0.6389
Epoch 6026/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3413 - acc: 0.8486 - val_loss: 1.2143 - val_acc: 0.6278
Epoch 6027/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3427 - acc: 0.8528 - val_loss: 1.2839 - val_acc: 0.6444
Epoch 6028/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3412 - acc: 0.8472 - val_loss: 1.2229 - val_acc: 0.6444
Epoch 6029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3376 - acc: 0.8556 - val_loss: 1.2741 - val_acc: 0.6500
Epoch 6030/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3322 - acc: 0.8583 - val_loss: 1.2377 - val_acc: 0.6556
Epoch 6031/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3269 - acc: 0.8597 - val_loss: 1.2509 - val_acc: 0.6500
Epoch 6032/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3231 - acc: 0.8653 - val_loss: 1.2494 - val_acc: 0.6556
Epoch 6033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3222 - acc: 0.8625 - val_loss: 1.2289 - val_acc: 0.6667
Epoch 6034/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3238 - acc: 0.8681 - val_loss: 1.2587 - val_acc: 0.6556
Epoch 6035/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3275 - acc: 0.8597 - val_loss: 1.2197 - val_acc: 0.6444
Epoch 6036/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3322 - acc: 0.8542 - val_loss: 1.2722 - val_acc: 0.6500
Epoch 6037/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3370 - acc: 0.8556 - val_loss: 1.2200 - val_acc: 0.6333
Epoch 6038/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3420 - acc: 0.8472 - val_loss: 1.2847 - val_acc: 0.6500
Epoch 6039/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3437 - acc: 0.8556 - val_loss: 1.2230 - val_acc: 0.6333
Epoch 6040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3431 - acc: 0.8486 - val_loss: 1.2810 - val_acc: 0.6500
Epoch 6041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3379 - acc: 0.8597 - val_loss: 1.2284 - val_acc: 0.6556
Epoch 6042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3309 - acc: 0.8625 - val_loss: 1.2623 - val_acc: 0.6667
Epoch 6043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3251 - acc: 0.8583 - val_loss: 1.2434 - val_acc: 0.6611
Epoch 6044/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3220 - acc: 0.8653 - val_loss: 1.2426 - val_acc: 0.6611
Epoch 6045/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3224 - acc: 0.8639 - val_loss: 1.2610 - val_acc: 0.6500
Epoch 6046/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3251 - acc: 0.8625 - val_loss: 1.2245 - val_acc: 0.6611
Epoch 6047/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3294 - acc: 0.8611 - val_loss: 1.2739 - val_acc: 0.6500
Epoch 6048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3340 - acc: 0.8556 - val_loss: 1.2176 - val_acc: 0.6333
Epoch 6049/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3382 - acc: 0.8542 - val_loss: 1.2817 - val_acc: 0.6500
Epoch 6050/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3404 - acc: 0.8542 - val_loss: 1.2197 - val_acc: 0.6333
Epoch 6051/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3396 - acc: 0.8472 - val_loss: 1.2759 - val_acc: 0.6500
Epoch 6052/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3358 - acc: 0.8569 - val_loss: 1.2293 - val_acc: 0.6444
Epoch 6053/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3295 - acc: 0.8569 - val_loss: 1.2621 - val_acc: 0.6333
Epoch 6054/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3239 - acc: 0.8611 - val_loss: 1.2493 - val_acc: 0.6611
Epoch 6055/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3211 - acc: 0.8653 - val_loss: 1.2447 - val_acc: 0.6500
Epoch 6056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3210 - acc: 0.8653 - val_loss: 1.2639 - val_acc: 0.6556
Epoch 6057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3231 - acc: 0.8583 - val_loss: 1.2281 - val_acc: 0.6500
Epoch 6058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3258 - acc: 0.8639 - val_loss: 1.2688 - val_acc: 0.6444
Epoch 6059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3292 - acc: 0.8611 - val_loss: 1.2238 - val_acc: 0.6444
Epoch 6060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3327 - acc: 0.8556 - val_loss: 1.2734 - val_acc: 0.6444
Epoch 6061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3356 - acc: 0.8597 - val_loss: 1.2276 - val_acc: 0.6389
Epoch 6062/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3376 - acc: 0.8528 - val_loss: 1.2774 - val_acc: 0.6500
Epoch 6063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3362 - acc: 0.8611 - val_loss: 1.2325 - val_acc: 0.6500
Epoch 6064/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3328 - acc: 0.8542 - val_loss: 1.2737 - val_acc: 0.6500
Epoch 6065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3273 - acc: 0.8639 - val_loss: 1.2402 - val_acc: 0.6667
Epoch 6066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3226 - acc: 0.8681 - val_loss: 1.2616 - val_acc: 0.6611
Epoch 6067/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3202 - acc: 0.8639 - val_loss: 1.2518 - val_acc: 0.6500
Epoch 6068/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3200 - acc: 0.8667 - val_loss: 1.2487 - val_acc: 0.6556
Epoch 6069/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3214 - acc: 0.8639 - val_loss: 1.2619 - val_acc: 0.6389
Epoch 6070/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3234 - acc: 0.8667 - val_loss: 1.2364 - val_acc: 0.6556
Epoch 6071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3260 - acc: 0.8611 - val_loss: 1.2713 - val_acc: 0.6500
Epoch 6072/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3289 - acc: 0.8653 - val_loss: 1.2287 - val_acc: 0.6500
Epoch 6073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3322 - acc: 0.8556 - val_loss: 1.2831 - val_acc: 0.6500
Epoch 6074/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3352 - acc: 0.8569 - val_loss: 1.2262 - val_acc: 0.6444
Epoch 6075/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3369 - acc: 0.8542 - val_loss: 1.2902 - val_acc: 0.6389
Epoch 6076/15000
720/720 [==============================] - 0s 2us/step - loss: 0.3369 - acc: 0.8486 - val_loss: 1.2294 - val_acc: 0.6389
Epoch 6077/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3339 - acc: 0.8611 - val_loss: 1.2861 - val_acc: 0.6444
Epoch 6078/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3294 - acc: 0.8528 - val_loss: 1.2404 - val_acc: 0.6500
Epoch 6079/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3248 - acc: 0.8667 - val_loss: 1.2677 - val_acc: 0.6556
Epoch 6080/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3215 - acc: 0.8653 - val_loss: 1.2538 - val_acc: 0.6667
Epoch 6081/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3200 - acc: 0.8667 - val_loss: 1.2466 - val_acc: 0.6500
Epoch 6082/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3200 - acc: 0.8653 - val_loss: 1.2636 - val_acc: 0.6556
Epoch 6083/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3214 - acc: 0.8653 - val_loss: 1.2353 - val_acc: 0.6611
Epoch 6084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3236 - acc: 0.8611 - val_loss: 1.2715 - val_acc: 0.6500
Epoch 6085/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3272 - acc: 0.8667 - val_loss: 1.2323 - val_acc: 0.6389
Epoch 6086/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3313 - acc: 0.8556 - val_loss: 1.2853 - val_acc: 0.6500
Epoch 6087/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3354 - acc: 0.8569 - val_loss: 1.2341 - val_acc: 0.6278
Epoch 6088/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3393 - acc: 0.8486 - val_loss: 1.2974 - val_acc: 0.6500
Epoch 6089/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3398 - acc: 0.8542 - val_loss: 1.2359 - val_acc: 0.6500
Epoch 6090/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3377 - acc: 0.8556 - val_loss: 1.2907 - val_acc: 0.6500
Epoch 6091/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3321 - acc: 0.8556 - val_loss: 1.2400 - val_acc: 0.6444
Epoch 6092/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3260 - acc: 0.8625 - val_loss: 1.2724 - val_acc: 0.6667
Epoch 6093/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3216 - acc: 0.8583 - val_loss: 1.2511 - val_acc: 0.6444
Epoch 6094/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3194 - acc: 0.8667 - val_loss: 1.2552 - val_acc: 0.6556
Epoch 6095/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3197 - acc: 0.8625 - val_loss: 1.2651 - val_acc: 0.6556
Epoch 6096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3215 - acc: 0.8653 - val_loss: 1.2390 - val_acc: 0.6611
Epoch 6097/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3249 - acc: 0.8583 - val_loss: 1.2821 - val_acc: 0.6500
Epoch 6098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3293 - acc: 0.8625 - val_loss: 1.2310 - val_acc: 0.6333
Epoch 6099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3344 - acc: 0.8597 - val_loss: 1.2973 - val_acc: 0.6444
Epoch 6100/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3388 - acc: 0.8500 - val_loss: 1.2304 - val_acc: 0.6222
Epoch 6101/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3405 - acc: 0.8542 - val_loss: 1.2985 - val_acc: 0.6444
Epoch 6102/15000
720/720 [==============================] - 0s 4us/step - loss: 0.3388 - acc: 0.8500 - val_loss: 1.2358 - val_acc: 0.6389
Epoch 6103/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3330 - acc: 0.8653 - val_loss: 1.2845 - val_acc: 0.6500
Epoch 6104/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3257 - acc: 0.8667 - val_loss: 1.2518 - val_acc: 0.6667
Epoch 6105/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3203 - acc: 0.8611 - val_loss: 1.2607 - val_acc: 0.6556
Epoch 6106/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3181 - acc: 0.8653 - val_loss: 1.2696 - val_acc: 0.6722
Epoch 6107/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3192 - acc: 0.8625 - val_loss: 1.2390 - val_acc: 0.6500
Epoch 6108/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3220 - acc: 0.8653 - val_loss: 1.2791 - val_acc: 0.6500
Epoch 6109/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3261 - acc: 0.8639 - val_loss: 1.2319 - val_acc: 0.6389
Epoch 6110/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3306 - acc: 0.8556 - val_loss: 1.2875 - val_acc: 0.6500
Epoch 6111/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3352 - acc: 0.8597 - val_loss: 1.2371 - val_acc: 0.6278
Epoch 6112/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3393 - acc: 0.8486 - val_loss: 1.2956 - val_acc: 0.6500
Epoch 6113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3389 - acc: 0.8556 - val_loss: 1.2430 - val_acc: 0.6389
Epoch 6114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3354 - acc: 0.8556 - val_loss: 1.2892 - val_acc: 0.6500
Epoch 6115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3276 - acc: 0.8625 - val_loss: 1.2505 - val_acc: 0.6611
Epoch 6116/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3205 - acc: 0.8667 - val_loss: 1.2706 - val_acc: 0.6667
Epoch 6117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3174 - acc: 0.8639 - val_loss: 1.2667 - val_acc: 0.6444
Epoch 6118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3183 - acc: 0.8667 - val_loss: 1.2545 - val_acc: 0.6611
Epoch 6119/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3216 - acc: 0.8583 - val_loss: 1.2800 - val_acc: 0.6556
Epoch 6120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3252 - acc: 0.8611 - val_loss: 1.2419 - val_acc: 0.6500
Epoch 6121/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3291 - acc: 0.8583 - val_loss: 1.2882 - val_acc: 0.6500
Epoch 6122/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3322 - acc: 0.8625 - val_loss: 1.2362 - val_acc: 0.6278
Epoch 6123/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3345 - acc: 0.8569 - val_loss: 1.2953 - val_acc: 0.6444
Epoch 6124/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3349 - acc: 0.8556 - val_loss: 1.2373 - val_acc: 0.6222
Epoch 6125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3320 - acc: 0.8556 - val_loss: 1.2928 - val_acc: 0.6556
Epoch 6126/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3272 - acc: 0.8542 - val_loss: 1.2472 - val_acc: 0.6500
Epoch 6127/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3209 - acc: 0.8736 - val_loss: 1.2775 - val_acc: 0.6611
Epoch 6128/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3169 - acc: 0.8597 - val_loss: 1.2691 - val_acc: 0.6611
Epoch 6129/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3164 - acc: 0.8667 - val_loss: 1.2570 - val_acc: 0.6611
Epoch 6130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3183 - acc: 0.8667 - val_loss: 1.2812 - val_acc: 0.6667
Epoch 6131/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3213 - acc: 0.8583 - val_loss: 1.2422 - val_acc: 0.6389
Epoch 6132/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3232 - acc: 0.8611 - val_loss: 1.2822 - val_acc: 0.6500
Epoch 6133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3253 - acc: 0.8625 - val_loss: 1.2412 - val_acc: 0.6389
Epoch 6134/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3272 - acc: 0.8569 - val_loss: 1.2867 - val_acc: 0.6444
Epoch 6135/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3292 - acc: 0.8611 - val_loss: 1.2463 - val_acc: 0.6444
Epoch 6136/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3311 - acc: 0.8542 - val_loss: 1.2956 - val_acc: 0.6500
Epoch 6137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3306 - acc: 0.8569 - val_loss: 1.2511 - val_acc: 0.6389
Epoch 6138/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3279 - acc: 0.8597 - val_loss: 1.2914 - val_acc: 0.6500
Epoch 6139/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3232 - acc: 0.8653 - val_loss: 1.2556 - val_acc: 0.6444
Epoch 6140/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3190 - acc: 0.8722 - val_loss: 1.2786 - val_acc: 0.6722
Epoch 6141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3170 - acc: 0.8653 - val_loss: 1.2625 - val_acc: 0.6389
Epoch 6142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3168 - acc: 0.8708 - val_loss: 1.2696 - val_acc: 0.6556
Epoch 6143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3174 - acc: 0.8639 - val_loss: 1.2719 - val_acc: 0.6389
Epoch 6144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3177 - acc: 0.8667 - val_loss: 1.2575 - val_acc: 0.6556
Epoch 6145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3186 - acc: 0.8597 - val_loss: 1.2834 - val_acc: 0.6500
Epoch 6146/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3206 - acc: 0.8667 - val_loss: 1.2479 - val_acc: 0.6444
Epoch 6147/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3237 - acc: 0.8625 - val_loss: 1.2985 - val_acc: 0.6444
Epoch 6148/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3279 - acc: 0.8556 - val_loss: 1.2443 - val_acc: 0.6278
Epoch 6149/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3312 - acc: 0.8625 - val_loss: 1.3079 - val_acc: 0.6444
Epoch 6150/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3339 - acc: 0.8486 - val_loss: 1.2445 - val_acc: 0.6278
Epoch 6151/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3345 - acc: 0.8597 - val_loss: 1.3091 - val_acc: 0.6500
Epoch 6152/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3333 - acc: 0.8597 - val_loss: 1.2501 - val_acc: 0.6444
Epoch 6153/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3310 - acc: 0.8611 - val_loss: 1.2967 - val_acc: 0.6500
Epoch 6154/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3262 - acc: 0.8611 - val_loss: 1.2596 - val_acc: 0.6611
Epoch 6155/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3206 - acc: 0.8625 - val_loss: 1.2736 - val_acc: 0.6556
Epoch 6156/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3159 - acc: 0.8708 - val_loss: 1.2694 - val_acc: 0.6556
Epoch 6157/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3142 - acc: 0.8667 - val_loss: 1.2597 - val_acc: 0.6556
Epoch 6158/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3159 - acc: 0.8694 - val_loss: 1.2817 - val_acc: 0.6556
Epoch 6159/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3200 - acc: 0.8667 - val_loss: 1.2538 - val_acc: 0.6556
Epoch 6160/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3253 - acc: 0.8611 - val_loss: 1.2992 - val_acc: 0.6500
Epoch 6161/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3307 - acc: 0.8597 - val_loss: 1.2489 - val_acc: 0.6222
Epoch 6162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3364 - acc: 0.8486 - val_loss: 1.3143 - val_acc: 0.6500
Epoch 6163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3394 - acc: 0.8556 - val_loss: 1.2459 - val_acc: 0.6333
Epoch 6164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3399 - acc: 0.8556 - val_loss: 1.3115 - val_acc: 0.6500
Epoch 6165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3363 - acc: 0.8514 - val_loss: 1.2489 - val_acc: 0.6389
Epoch 6166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3279 - acc: 0.8611 - val_loss: 1.2930 - val_acc: 0.6667
Epoch 6167/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3194 - acc: 0.8556 - val_loss: 1.2662 - val_acc: 0.6500
Epoch 6168/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3145 - acc: 0.8667 - val_loss: 1.2684 - val_acc: 0.6500
Epoch 6169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3156 - acc: 0.8653 - val_loss: 1.2881 - val_acc: 0.6556
Epoch 6170/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3207 - acc: 0.8708 - val_loss: 1.2467 - val_acc: 0.6333
Epoch 6171/15000
720/720 [==============================] - 0s 7us/step - loss: 0.3257 - acc: 0.8611 - val_loss: 1.3002 - val_acc: 0.6500
Epoch 6172/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3299 - acc: 0.8597 - val_loss: 1.2424 - val_acc: 0.6333
Epoch 6173/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3316 - acc: 0.8569 - val_loss: 1.3018 - val_acc: 0.6444
Epoch 6174/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3315 - acc: 0.8597 - val_loss: 1.2523 - val_acc: 0.6389
Epoch 6175/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3303 - acc: 0.8597 - val_loss: 1.2978 - val_acc: 0.6500
Epoch 6176/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3259 - acc: 0.8542 - val_loss: 1.2639 - val_acc: 0.6500
Epoch 6177/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3204 - acc: 0.8653 - val_loss: 1.2895 - val_acc: 0.6611
Epoch 6178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3154 - acc: 0.8681 - val_loss: 1.2760 - val_acc: 0.6556
Epoch 6179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3135 - acc: 0.8694 - val_loss: 1.2743 - val_acc: 0.6611
Epoch 6180/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3151 - acc: 0.8667 - val_loss: 1.2875 - val_acc: 0.6500
Epoch 6181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3185 - acc: 0.8667 - val_loss: 1.2583 - val_acc: 0.6556
Epoch 6182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3224 - acc: 0.8625 - val_loss: 1.2987 - val_acc: 0.6444
Epoch 6183/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3258 - acc: 0.8625 - val_loss: 1.2504 - val_acc: 0.6333
Epoch 6184/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3292 - acc: 0.8569 - val_loss: 1.3081 - val_acc: 0.6500
Epoch 6185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3313 - acc: 0.8597 - val_loss: 1.2497 - val_acc: 0.6389
Epoch 6186/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3320 - acc: 0.8583 - val_loss: 1.3104 - val_acc: 0.6500
Epoch 6187/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3304 - acc: 0.8542 - val_loss: 1.2543 - val_acc: 0.6278
Epoch 6188/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3252 - acc: 0.8583 - val_loss: 1.3048 - val_acc: 0.6556
Epoch 6189/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3192 - acc: 0.8625 - val_loss: 1.2693 - val_acc: 0.6444
Epoch 6190/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3148 - acc: 0.8722 - val_loss: 1.2839 - val_acc: 0.6611
Epoch 6191/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3132 - acc: 0.8639 - val_loss: 1.2857 - val_acc: 0.6611
Epoch 6192/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3142 - acc: 0.8694 - val_loss: 1.2606 - val_acc: 0.6556
Epoch 6193/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3159 - acc: 0.8681 - val_loss: 1.2946 - val_acc: 0.6556
Epoch 6194/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3184 - acc: 0.8694 - val_loss: 1.2535 - val_acc: 0.6389
Epoch 6195/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3211 - acc: 0.8625 - val_loss: 1.3018 - val_acc: 0.6500
Epoch 6196/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3244 - acc: 0.8625 - val_loss: 1.2574 - val_acc: 0.6333
Epoch 6197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3279 - acc: 0.8583 - val_loss: 1.3110 - val_acc: 0.6500
Epoch 6198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3295 - acc: 0.8569 - val_loss: 1.2599 - val_acc: 0.6444
Epoch 6199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3293 - acc: 0.8569 - val_loss: 1.3126 - val_acc: 0.6500
Epoch 6200/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3261 - acc: 0.8653 - val_loss: 1.2623 - val_acc: 0.6444
Epoch 6201/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3215 - acc: 0.8667 - val_loss: 1.2979 - val_acc: 0.6611
Epoch 6202/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3176 - acc: 0.8653 - val_loss: 1.2694 - val_acc: 0.6611
Epoch 6203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3146 - acc: 0.8694 - val_loss: 1.2807 - val_acc: 0.6556
Epoch 6204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3131 - acc: 0.8667 - val_loss: 1.2833 - val_acc: 0.6667
Epoch 6205/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3123 - acc: 0.8653 - val_loss: 1.2672 - val_acc: 0.6722
Epoch 6206/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3134 - acc: 0.8708 - val_loss: 1.2974 - val_acc: 0.6556
Epoch 6207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3162 - acc: 0.8639 - val_loss: 1.2589 - val_acc: 0.6389
Epoch 6208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3199 - acc: 0.8667 - val_loss: 1.3070 - val_acc: 0.6500
Epoch 6209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3239 - acc: 0.8597 - val_loss: 1.2570 - val_acc: 0.6278
Epoch 6210/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3263 - acc: 0.8597 - val_loss: 1.3132 - val_acc: 0.6500
Epoch 6211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3283 - acc: 0.8639 - val_loss: 1.2609 - val_acc: 0.6278
Epoch 6212/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3293 - acc: 0.8569 - val_loss: 1.3142 - val_acc: 0.6444
Epoch 6213/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3281 - acc: 0.8625 - val_loss: 1.2675 - val_acc: 0.6389
Epoch 6214/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3249 - acc: 0.8611 - val_loss: 1.3021 - val_acc: 0.6500
Epoch 6215/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3189 - acc: 0.8653 - val_loss: 1.2747 - val_acc: 0.6667
Epoch 6216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3133 - acc: 0.8681 - val_loss: 1.2818 - val_acc: 0.6611
Epoch 6217/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3104 - acc: 0.8722 - val_loss: 1.2840 - val_acc: 0.6556
Epoch 6218/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3110 - acc: 0.8681 - val_loss: 1.2711 - val_acc: 0.6611
Epoch 6219/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3138 - acc: 0.8611 - val_loss: 1.2956 - val_acc: 0.6556
Epoch 6220/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3172 - acc: 0.8681 - val_loss: 1.2656 - val_acc: 0.6444
Epoch 6221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3212 - acc: 0.8667 - val_loss: 1.3108 - val_acc: 0.6500
Epoch 6222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3256 - acc: 0.8625 - val_loss: 1.2605 - val_acc: 0.6278
Epoch 6223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3306 - acc: 0.8583 - val_loss: 1.3223 - val_acc: 0.6500
Epoch 6224/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3344 - acc: 0.8597 - val_loss: 1.2580 - val_acc: 0.6333
Epoch 6225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3346 - acc: 0.8556 - val_loss: 1.3213 - val_acc: 0.6444
Epoch 6226/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3308 - acc: 0.8528 - val_loss: 1.2626 - val_acc: 0.6444
Epoch 6227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3225 - acc: 0.8667 - val_loss: 1.3067 - val_acc: 0.6556
Epoch 6228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3153 - acc: 0.8667 - val_loss: 1.2792 - val_acc: 0.6611
Epoch 6229/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3122 - acc: 0.8681 - val_loss: 1.2838 - val_acc: 0.6500
Epoch 6230/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3127 - acc: 0.8667 - val_loss: 1.2960 - val_acc: 0.6611
Epoch 6231/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3152 - acc: 0.8722 - val_loss: 1.2643 - val_acc: 0.6444
Epoch 6232/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3176 - acc: 0.8639 - val_loss: 1.3046 - val_acc: 0.6500
Epoch 6233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3210 - acc: 0.8681 - val_loss: 1.2617 - val_acc: 0.6333
Epoch 6234/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3252 - acc: 0.8611 - val_loss: 1.3131 - val_acc: 0.6500
Epoch 6235/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3286 - acc: 0.8542 - val_loss: 1.2659 - val_acc: 0.6389
Epoch 6236/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3305 - acc: 0.8597 - val_loss: 1.3214 - val_acc: 0.6500
Epoch 6237/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3276 - acc: 0.8542 - val_loss: 1.2682 - val_acc: 0.6278
Epoch 6238/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3226 - acc: 0.8667 - val_loss: 1.3165 - val_acc: 0.6500
Epoch 6239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3176 - acc: 0.8611 - val_loss: 1.2760 - val_acc: 0.6389
Epoch 6240/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3142 - acc: 0.8694 - val_loss: 1.2987 - val_acc: 0.6667
Epoch 6241/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3129 - acc: 0.8653 - val_loss: 1.2900 - val_acc: 0.6389
Epoch 6242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3116 - acc: 0.8667 - val_loss: 1.2790 - val_acc: 0.6611
Epoch 6243/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3118 - acc: 0.8639 - val_loss: 1.3035 - val_acc: 0.6500
Epoch 6244/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3144 - acc: 0.8708 - val_loss: 1.2656 - val_acc: 0.6444
Epoch 6245/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3188 - acc: 0.8681 - val_loss: 1.3132 - val_acc: 0.6556
Epoch 6246/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3236 - acc: 0.8569 - val_loss: 1.2614 - val_acc: 0.6278
Epoch 6247/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3255 - acc: 0.8639 - val_loss: 1.3232 - val_acc: 0.6444
Epoch 6248/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3262 - acc: 0.8583 - val_loss: 1.2659 - val_acc: 0.6333
Epoch 6249/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3258 - acc: 0.8667 - val_loss: 1.3257 - val_acc: 0.6500
Epoch 6250/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3244 - acc: 0.8556 - val_loss: 1.2757 - val_acc: 0.6444
Epoch 6251/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3216 - acc: 0.8625 - val_loss: 1.3115 - val_acc: 0.6500
Epoch 6252/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3163 - acc: 0.8667 - val_loss: 1.2846 - val_acc: 0.6667
Epoch 6253/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3109 - acc: 0.8667 - val_loss: 1.2898 - val_acc: 0.6611
Epoch 6254/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3083 - acc: 0.8722 - val_loss: 1.2932 - val_acc: 0.6667
Epoch 6255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3093 - acc: 0.8708 - val_loss: 1.2783 - val_acc: 0.6556
Epoch 6256/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3122 - acc: 0.8653 - val_loss: 1.3042 - val_acc: 0.6556
Epoch 6257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3146 - acc: 0.8639 - val_loss: 1.2725 - val_acc: 0.6389
Epoch 6258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3168 - acc: 0.8639 - val_loss: 1.3180 - val_acc: 0.6500
Epoch 6259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3195 - acc: 0.8653 - val_loss: 1.2698 - val_acc: 0.6278
Epoch 6260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3235 - acc: 0.8597 - val_loss: 1.3255 - val_acc: 0.6500
Epoch 6261/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3280 - acc: 0.8625 - val_loss: 1.2686 - val_acc: 0.6333
Epoch 6262/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3295 - acc: 0.8611 - val_loss: 1.3231 - val_acc: 0.6500
Epoch 6263/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3278 - acc: 0.8639 - val_loss: 1.2717 - val_acc: 0.6278
Epoch 6264/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3219 - acc: 0.8611 - val_loss: 1.3132 - val_acc: 0.6444
Epoch 6265/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3159 - acc: 0.8653 - val_loss: 1.2838 - val_acc: 0.6556
Epoch 6266/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3120 - acc: 0.8597 - val_loss: 1.2939 - val_acc: 0.6500
Epoch 6267/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3096 - acc: 0.8667 - val_loss: 1.2968 - val_acc: 0.6667
Epoch 6268/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3089 - acc: 0.8708 - val_loss: 1.2768 - val_acc: 0.6500
Epoch 6269/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3099 - acc: 0.8681 - val_loss: 1.3058 - val_acc: 0.6500
Epoch 6270/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3131 - acc: 0.8736 - val_loss: 1.2754 - val_acc: 0.6444
Epoch 6271/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3178 - acc: 0.8611 - val_loss: 1.3163 - val_acc: 0.6556
Epoch 6272/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3224 - acc: 0.8639 - val_loss: 1.2752 - val_acc: 0.6278
Epoch 6273/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3267 - acc: 0.8569 - val_loss: 1.3295 - val_acc: 0.6500
Epoch 6274/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3286 - acc: 0.8653 - val_loss: 1.2715 - val_acc: 0.6222
Epoch 6275/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3292 - acc: 0.8569 - val_loss: 1.3314 - val_acc: 0.6500
Epoch 6276/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3276 - acc: 0.8625 - val_loss: 1.2730 - val_acc: 0.6444
Epoch 6277/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3219 - acc: 0.8667 - val_loss: 1.3163 - val_acc: 0.6611
Epoch 6278/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3152 - acc: 0.8583 - val_loss: 1.2838 - val_acc: 0.6611
Epoch 6279/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3091 - acc: 0.8736 - val_loss: 1.2976 - val_acc: 0.6611
Epoch 6280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3079 - acc: 0.8694 - val_loss: 1.3023 - val_acc: 0.6722
Epoch 6281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3108 - acc: 0.8750 - val_loss: 1.2794 - val_acc: 0.6389
Epoch 6282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3138 - acc: 0.8625 - val_loss: 1.3143 - val_acc: 0.6500
Epoch 6283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3167 - acc: 0.8681 - val_loss: 1.2702 - val_acc: 0.6444
Epoch 6284/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3189 - acc: 0.8653 - val_loss: 1.3232 - val_acc: 0.6500
Epoch 6285/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3220 - acc: 0.8597 - val_loss: 1.2753 - val_acc: 0.6333
Epoch 6286/15000
720/720 [==============================] - 0s 8us/step - loss: 0.3250 - acc: 0.8667 - val_loss: 1.3300 - val_acc: 0.6556
Epoch 6287/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3247 - acc: 0.8542 - val_loss: 1.2797 - val_acc: 0.6500
Epoch 6288/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3217 - acc: 0.8708 - val_loss: 1.3288 - val_acc: 0.6444
Epoch 6289/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3168 - acc: 0.8639 - val_loss: 1.2832 - val_acc: 0.6389
Epoch 6290/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3129 - acc: 0.8736 - val_loss: 1.3148 - val_acc: 0.6667
Epoch 6291/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3110 - acc: 0.8625 - val_loss: 1.2921 - val_acc: 0.6611
Epoch 6292/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3087 - acc: 0.8694 - val_loss: 1.2942 - val_acc: 0.6611
Epoch 6293/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3070 - acc: 0.8722 - val_loss: 1.3048 - val_acc: 0.6611
Epoch 6294/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3070 - acc: 0.8694 - val_loss: 1.2823 - val_acc: 0.6500
Epoch 6295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3094 - acc: 0.8722 - val_loss: 1.3153 - val_acc: 0.6611
Epoch 6296/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3129 - acc: 0.8653 - val_loss: 1.2780 - val_acc: 0.6333
Epoch 6297/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3147 - acc: 0.8694 - val_loss: 1.3220 - val_acc: 0.6444
Epoch 6298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3162 - acc: 0.8625 - val_loss: 1.2791 - val_acc: 0.6333
Epoch 6299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3180 - acc: 0.8694 - val_loss: 1.3319 - val_acc: 0.6500
Epoch 6300/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3208 - acc: 0.8611 - val_loss: 1.2829 - val_acc: 0.6444
Epoch 6301/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3233 - acc: 0.8611 - val_loss: 1.3332 - val_acc: 0.6500
Epoch 6302/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3225 - acc: 0.8639 - val_loss: 1.2842 - val_acc: 0.6444
Epoch 6303/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3196 - acc: 0.8639 - val_loss: 1.3207 - val_acc: 0.6611
Epoch 6304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3158 - acc: 0.8736 - val_loss: 1.2841 - val_acc: 0.6444
Epoch 6305/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3126 - acc: 0.8667 - val_loss: 1.3067 - val_acc: 0.6667
Epoch 6306/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3107 - acc: 0.8764 - val_loss: 1.2905 - val_acc: 0.6500
Epoch 6307/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3075 - acc: 0.8694 - val_loss: 1.2975 - val_acc: 0.6500
Epoch 6308/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3054 - acc: 0.8722 - val_loss: 1.3052 - val_acc: 0.6667
Epoch 6309/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3058 - acc: 0.8736 - val_loss: 1.2900 - val_acc: 0.6500
Epoch 6310/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3081 - acc: 0.8694 - val_loss: 1.3174 - val_acc: 0.6667
Epoch 6311/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3108 - acc: 0.8722 - val_loss: 1.2863 - val_acc: 0.6278
Epoch 6312/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3119 - acc: 0.8667 - val_loss: 1.3237 - val_acc: 0.6556
Epoch 6313/15000
720/720 [==============================] - 0s 27us/step - loss: 0.3137 - acc: 0.8722 - val_loss: 1.2865 - val_acc: 0.6333
Epoch 6314/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3170 - acc: 0.8681 - val_loss: 1.3323 - val_acc: 0.6500
Epoch 6315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3208 - acc: 0.8625 - val_loss: 1.2850 - val_acc: 0.6444
Epoch 6316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3240 - acc: 0.8597 - val_loss: 1.3395 - val_acc: 0.6500
Epoch 6317/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3246 - acc: 0.8639 - val_loss: 1.2815 - val_acc: 0.6444
Epoch 6318/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3241 - acc: 0.8625 - val_loss: 1.3367 - val_acc: 0.6556
Epoch 6319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3230 - acc: 0.8653 - val_loss: 1.2780 - val_acc: 0.6278
Epoch 6320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3200 - acc: 0.8611 - val_loss: 1.3252 - val_acc: 0.6611
Epoch 6321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3159 - acc: 0.8569 - val_loss: 1.2826 - val_acc: 0.6500
Epoch 6322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3096 - acc: 0.8736 - val_loss: 1.3134 - val_acc: 0.6556
Epoch 6323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3062 - acc: 0.8681 - val_loss: 1.3010 - val_acc: 0.6611
Epoch 6324/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3061 - acc: 0.8736 - val_loss: 1.2995 - val_acc: 0.6444
Epoch 6325/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3067 - acc: 0.8667 - val_loss: 1.3146 - val_acc: 0.6722
Epoch 6326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3073 - acc: 0.8750 - val_loss: 1.2905 - val_acc: 0.6444
Epoch 6327/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3080 - acc: 0.8708 - val_loss: 1.3244 - val_acc: 0.6556
Epoch 6328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3107 - acc: 0.8736 - val_loss: 1.2905 - val_acc: 0.6389
Epoch 6329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3145 - acc: 0.8653 - val_loss: 1.3346 - val_acc: 0.6500
Epoch 6330/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3174 - acc: 0.8597 - val_loss: 1.2866 - val_acc: 0.6389
Epoch 6331/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3198 - acc: 0.8681 - val_loss: 1.3431 - val_acc: 0.6500
Epoch 6332/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3220 - acc: 0.8681 - val_loss: 1.2824 - val_acc: 0.6333
Epoch 6333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3247 - acc: 0.8639 - val_loss: 1.3423 - val_acc: 0.6500
Epoch 6334/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3276 - acc: 0.8597 - val_loss: 1.2792 - val_acc: 0.6333
Epoch 6335/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3256 - acc: 0.8597 - val_loss: 1.3334 - val_acc: 0.6500
Epoch 6336/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3207 - acc: 0.8681 - val_loss: 1.2843 - val_acc: 0.6500
Epoch 6337/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3143 - acc: 0.8667 - val_loss: 1.3220 - val_acc: 0.6500
Epoch 6338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3103 - acc: 0.8681 - val_loss: 1.2993 - val_acc: 0.6556
Epoch 6339/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3078 - acc: 0.8681 - val_loss: 1.3038 - val_acc: 0.6556
Epoch 6340/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3050 - acc: 0.8708 - val_loss: 1.3118 - val_acc: 0.6611
Epoch 6341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3040 - acc: 0.8722 - val_loss: 1.2940 - val_acc: 0.6500
Epoch 6342/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3061 - acc: 0.8708 - val_loss: 1.3226 - val_acc: 0.6556
Epoch 6343/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3099 - acc: 0.8681 - val_loss: 1.2951 - val_acc: 0.6444
Epoch 6344/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3130 - acc: 0.8639 - val_loss: 1.3315 - val_acc: 0.6556
Epoch 6345/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3147 - acc: 0.8681 - val_loss: 1.2902 - val_acc: 0.6222
Epoch 6346/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3169 - acc: 0.8611 - val_loss: 1.3402 - val_acc: 0.6500
Epoch 6347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3205 - acc: 0.8694 - val_loss: 1.2857 - val_acc: 0.6333
Epoch 6348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3229 - acc: 0.8583 - val_loss: 1.3380 - val_acc: 0.6500
Epoch 6349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3235 - acc: 0.8681 - val_loss: 1.2858 - val_acc: 0.6222
Epoch 6350/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3186 - acc: 0.8667 - val_loss: 1.3333 - val_acc: 0.6444
Epoch 6351/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3144 - acc: 0.8667 - val_loss: 1.2949 - val_acc: 0.6500
Epoch 6352/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3122 - acc: 0.8653 - val_loss: 1.3254 - val_acc: 0.6500
Epoch 6353/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3093 - acc: 0.8681 - val_loss: 1.2999 - val_acc: 0.6611
Epoch 6354/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3056 - acc: 0.8736 - val_loss: 1.3101 - val_acc: 0.6667
Epoch 6355/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3028 - acc: 0.8722 - val_loss: 1.3084 - val_acc: 0.6611
Epoch 6356/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3034 - acc: 0.8708 - val_loss: 1.3042 - val_acc: 0.6611
Epoch 6357/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3057 - acc: 0.8667 - val_loss: 1.3172 - val_acc: 0.6556
Epoch 6358/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3067 - acc: 0.8694 - val_loss: 1.3006 - val_acc: 0.6500
Epoch 6359/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3071 - acc: 0.8653 - val_loss: 1.3292 - val_acc: 0.6556
Epoch 6360/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3084 - acc: 0.8736 - val_loss: 1.2973 - val_acc: 0.6278
Epoch 6361/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3117 - acc: 0.8708 - val_loss: 1.3400 - val_acc: 0.6556
Epoch 6362/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3161 - acc: 0.8708 - val_loss: 1.2910 - val_acc: 0.6333
Epoch 6363/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3180 - acc: 0.8625 - val_loss: 1.3437 - val_acc: 0.6556
Epoch 6364/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3201 - acc: 0.8667 - val_loss: 1.2901 - val_acc: 0.6333
Epoch 6365/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3226 - acc: 0.8681 - val_loss: 1.3533 - val_acc: 0.6500
Epoch 6366/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3256 - acc: 0.8556 - val_loss: 1.2909 - val_acc: 0.6500
Epoch 6367/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3274 - acc: 0.8597 - val_loss: 1.3523 - val_acc: 0.6500
Epoch 6368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3242 - acc: 0.8514 - val_loss: 1.2871 - val_acc: 0.6500
Epoch 6369/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3190 - acc: 0.8667 - val_loss: 1.3373 - val_acc: 0.6500
Epoch 6370/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3140 - acc: 0.8667 - val_loss: 1.2940 - val_acc: 0.6389
Epoch 6371/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3091 - acc: 0.8708 - val_loss: 1.3231 - val_acc: 0.6611
Epoch 6372/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3055 - acc: 0.8625 - val_loss: 1.3097 - val_acc: 0.6444
Epoch 6373/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3032 - acc: 0.8722 - val_loss: 1.3062 - val_acc: 0.6500
Epoch 6374/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3048 - acc: 0.8708 - val_loss: 1.3337 - val_acc: 0.6556
Epoch 6375/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3095 - acc: 0.8708 - val_loss: 1.2947 - val_acc: 0.6222
Epoch 6376/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3138 - acc: 0.8694 - val_loss: 1.3486 - val_acc: 0.6556
Epoch 6377/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3180 - acc: 0.8681 - val_loss: 1.2922 - val_acc: 0.6389
Epoch 6378/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3217 - acc: 0.8667 - val_loss: 1.3544 - val_acc: 0.6556
Epoch 6379/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3250 - acc: 0.8556 - val_loss: 1.2942 - val_acc: 0.6444
Epoch 6380/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3268 - acc: 0.8597 - val_loss: 1.3543 - val_acc: 0.6500
Epoch 6381/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3233 - acc: 0.8569 - val_loss: 1.2930 - val_acc: 0.6500
Epoch 6382/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3173 - acc: 0.8708 - val_loss: 1.3394 - val_acc: 0.6667
Epoch 6383/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3107 - acc: 0.8736 - val_loss: 1.3010 - val_acc: 0.6667
Epoch 6384/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3050 - acc: 0.8722 - val_loss: 1.3143 - val_acc: 0.6556
Epoch 6385/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3018 - acc: 0.8708 - val_loss: 1.3196 - val_acc: 0.6611
Epoch 6386/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3018 - acc: 0.8764 - val_loss: 1.2967 - val_acc: 0.6556
Epoch 6387/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3050 - acc: 0.8736 - val_loss: 1.3372 - val_acc: 0.6500
Epoch 6388/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3101 - acc: 0.8681 - val_loss: 1.2934 - val_acc: 0.6278
Epoch 6389/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3144 - acc: 0.8667 - val_loss: 1.3477 - val_acc: 0.6556
Epoch 6390/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3186 - acc: 0.8694 - val_loss: 1.2954 - val_acc: 0.6333
Epoch 6391/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3217 - acc: 0.8611 - val_loss: 1.3531 - val_acc: 0.6500
Epoch 6392/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3230 - acc: 0.8611 - val_loss: 1.2992 - val_acc: 0.6333
Epoch 6393/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3213 - acc: 0.8667 - val_loss: 1.3464 - val_acc: 0.6500
Epoch 6394/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3147 - acc: 0.8681 - val_loss: 1.3047 - val_acc: 0.6500
Epoch 6395/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3071 - acc: 0.8722 - val_loss: 1.3244 - val_acc: 0.6722
Epoch 6396/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3024 - acc: 0.8736 - val_loss: 1.3190 - val_acc: 0.6667
Epoch 6397/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3012 - acc: 0.8722 - val_loss: 1.3051 - val_acc: 0.6556
Epoch 6398/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3027 - acc: 0.8708 - val_loss: 1.3316 - val_acc: 0.6556
Epoch 6399/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3059 - acc: 0.8708 - val_loss: 1.2962 - val_acc: 0.6389
Epoch 6400/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3108 - acc: 0.8653 - val_loss: 1.3426 - val_acc: 0.6500
Epoch 6401/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3166 - acc: 0.8681 - val_loss: 1.2947 - val_acc: 0.6278
Epoch 6402/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3204 - acc: 0.8667 - val_loss: 1.3522 - val_acc: 0.6500
Epoch 6403/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3221 - acc: 0.8653 - val_loss: 1.2972 - val_acc: 0.6222
Epoch 6404/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3212 - acc: 0.8625 - val_loss: 1.3522 - val_acc: 0.6500
Epoch 6405/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3173 - acc: 0.8639 - val_loss: 1.3039 - val_acc: 0.6556
Epoch 6406/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3111 - acc: 0.8694 - val_loss: 1.3376 - val_acc: 0.6611
Epoch 6407/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3042 - acc: 0.8750 - val_loss: 1.3173 - val_acc: 0.6611
Epoch 6408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3003 - acc: 0.8736 - val_loss: 1.3195 - val_acc: 0.6556
Epoch 6409/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3009 - acc: 0.8681 - val_loss: 1.3311 - val_acc: 0.6556
Epoch 6410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3040 - acc: 0.8736 - val_loss: 1.3051 - val_acc: 0.6500
Epoch 6411/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3078 - acc: 0.8667 - val_loss: 1.3394 - val_acc: 0.6444
Epoch 6412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3118 - acc: 0.8708 - val_loss: 1.2973 - val_acc: 0.6278
Epoch 6413/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3160 - acc: 0.8639 - val_loss: 1.3496 - val_acc: 0.6500
Epoch 6414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3192 - acc: 0.8694 - val_loss: 1.2971 - val_acc: 0.6278
Epoch 6415/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3190 - acc: 0.8611 - val_loss: 1.3529 - val_acc: 0.6556
Epoch 6416/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3163 - acc: 0.8708 - val_loss: 1.3025 - val_acc: 0.6444
Epoch 6417/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3113 - acc: 0.8819 - val_loss: 1.3461 - val_acc: 0.6500
Epoch 6418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3065 - acc: 0.8667 - val_loss: 1.3145 - val_acc: 0.6389
Epoch 6419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3026 - acc: 0.8778 - val_loss: 1.3313 - val_acc: 0.6667
Epoch 6420/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3003 - acc: 0.8694 - val_loss: 1.3278 - val_acc: 0.6444
Epoch 6421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3006 - acc: 0.8764 - val_loss: 1.3139 - val_acc: 0.6556
Epoch 6422/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3031 - acc: 0.8694 - val_loss: 1.3382 - val_acc: 0.6556
Epoch 6423/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3066 - acc: 0.8736 - val_loss: 1.3022 - val_acc: 0.6444
Epoch 6424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3099 - acc: 0.8681 - val_loss: 1.3472 - val_acc: 0.6500
Epoch 6425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3127 - acc: 0.8681 - val_loss: 1.3000 - val_acc: 0.6278
Epoch 6426/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3152 - acc: 0.8667 - val_loss: 1.3561 - val_acc: 0.6500
Epoch 6427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3171 - acc: 0.8667 - val_loss: 1.3020 - val_acc: 0.6333
Epoch 6428/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3159 - acc: 0.8667 - val_loss: 1.3568 - val_acc: 0.6556
Epoch 6429/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3127 - acc: 0.8653 - val_loss: 1.3068 - val_acc: 0.6444
Epoch 6430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3076 - acc: 0.8736 - val_loss: 1.3457 - val_acc: 0.6556
Epoch 6431/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3032 - acc: 0.8722 - val_loss: 1.3191 - val_acc: 0.6556
Epoch 6432/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3000 - acc: 0.8750 - val_loss: 1.3259 - val_acc: 0.6611
Epoch 6433/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2985 - acc: 0.8708 - val_loss: 1.3314 - val_acc: 0.6667
Epoch 6434/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2990 - acc: 0.8778 - val_loss: 1.3101 - val_acc: 0.6611
Epoch 6435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3014 - acc: 0.8722 - val_loss: 1.3420 - val_acc: 0.6500
Epoch 6436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3047 - acc: 0.8750 - val_loss: 1.3061 - val_acc: 0.6500
Epoch 6437/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3080 - acc: 0.8694 - val_loss: 1.3532 - val_acc: 0.6500
Epoch 6438/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3111 - acc: 0.8694 - val_loss: 1.3058 - val_acc: 0.6333
Epoch 6439/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3143 - acc: 0.8681 - val_loss: 1.3620 - val_acc: 0.6556
Epoch 6440/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3175 - acc: 0.8681 - val_loss: 1.3055 - val_acc: 0.6222
Epoch 6441/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3182 - acc: 0.8667 - val_loss: 1.3601 - val_acc: 0.6500
Epoch 6442/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3164 - acc: 0.8681 - val_loss: 1.3087 - val_acc: 0.6333
Epoch 6443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3112 - acc: 0.8708 - val_loss: 1.3466 - val_acc: 0.6500
Epoch 6444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3054 - acc: 0.8819 - val_loss: 1.3185 - val_acc: 0.6556
Epoch 6445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3007 - acc: 0.8722 - val_loss: 1.3277 - val_acc: 0.6611
Epoch 6446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2981 - acc: 0.8764 - val_loss: 1.3312 - val_acc: 0.6722
Epoch 6447/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2979 - acc: 0.8764 - val_loss: 1.3133 - val_acc: 0.6444
Epoch 6448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3000 - acc: 0.8722 - val_loss: 1.3436 - val_acc: 0.6556
Epoch 6449/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3036 - acc: 0.8778 - val_loss: 1.3095 - val_acc: 0.6444
Epoch 6450/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3077 - acc: 0.8708 - val_loss: 1.3549 - val_acc: 0.6500
Epoch 6451/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3118 - acc: 0.8681 - val_loss: 1.3092 - val_acc: 0.6222
Epoch 6452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3159 - acc: 0.8639 - val_loss: 1.3634 - val_acc: 0.6500
Epoch 6453/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3189 - acc: 0.8667 - val_loss: 1.3089 - val_acc: 0.6222
Epoch 6454/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3192 - acc: 0.8667 - val_loss: 1.3610 - val_acc: 0.6500
Epoch 6455/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3164 - acc: 0.8681 - val_loss: 1.3112 - val_acc: 0.6389
Epoch 6456/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3093 - acc: 0.8694 - val_loss: 1.3469 - val_acc: 0.6556
Epoch 6457/15000
720/720 [==============================] - 0s 15us/step - loss: 0.3024 - acc: 0.8750 - val_loss: 1.3216 - val_acc: 0.6556
Epoch 6458/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2982 - acc: 0.8750 - val_loss: 1.3296 - val_acc: 0.6556
Epoch 6459/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2975 - acc: 0.8694 - val_loss: 1.3361 - val_acc: 0.6722
Epoch 6460/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2992 - acc: 0.8819 - val_loss: 1.3147 - val_acc: 0.6444
Epoch 6461/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3023 - acc: 0.8708 - val_loss: 1.3482 - val_acc: 0.6556
Epoch 6462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3066 - acc: 0.8750 - val_loss: 1.3104 - val_acc: 0.6389
Epoch 6463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3112 - acc: 0.8667 - val_loss: 1.3584 - val_acc: 0.6500
Epoch 6464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3145 - acc: 0.8667 - val_loss: 1.3110 - val_acc: 0.6278
Epoch 6465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3164 - acc: 0.8653 - val_loss: 1.3639 - val_acc: 0.6556
Epoch 6466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3157 - acc: 0.8722 - val_loss: 1.3121 - val_acc: 0.6278
Epoch 6467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3124 - acc: 0.8681 - val_loss: 1.3598 - val_acc: 0.6667
Epoch 6468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3081 - acc: 0.8708 - val_loss: 1.3174 - val_acc: 0.6444
Epoch 6469/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3022 - acc: 0.8750 - val_loss: 1.3460 - val_acc: 0.6722
Epoch 6470/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2983 - acc: 0.8750 - val_loss: 1.3298 - val_acc: 0.6556
Epoch 6471/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2975 - acc: 0.8806 - val_loss: 1.3300 - val_acc: 0.6500
Epoch 6472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2993 - acc: 0.8722 - val_loss: 1.3424 - val_acc: 0.6556
Epoch 6473/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3020 - acc: 0.8778 - val_loss: 1.3166 - val_acc: 0.6389
Epoch 6474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3046 - acc: 0.8694 - val_loss: 1.3524 - val_acc: 0.6556
Epoch 6475/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3078 - acc: 0.8722 - val_loss: 1.3130 - val_acc: 0.6333
Epoch 6476/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3112 - acc: 0.8667 - val_loss: 1.3641 - val_acc: 0.6500
Epoch 6477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3137 - acc: 0.8653 - val_loss: 1.3132 - val_acc: 0.6444
Epoch 6478/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3147 - acc: 0.8694 - val_loss: 1.3715 - val_acc: 0.6444
Epoch 6479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3136 - acc: 0.8639 - val_loss: 1.3145 - val_acc: 0.6389
Epoch 6480/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3106 - acc: 0.8681 - val_loss: 1.3656 - val_acc: 0.6556
Epoch 6481/15000
720/720 [==============================] - 0s 2us/step - loss: 0.3070 - acc: 0.8653 - val_loss: 1.3201 - val_acc: 0.6389
Epoch 6482/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3019 - acc: 0.8750 - val_loss: 1.3467 - val_acc: 0.6722
Epoch 6483/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2977 - acc: 0.8722 - val_loss: 1.3318 - val_acc: 0.6500
Epoch 6484/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2958 - acc: 0.8764 - val_loss: 1.3290 - val_acc: 0.6556
Epoch 6485/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2967 - acc: 0.8708 - val_loss: 1.3468 - val_acc: 0.6667
Epoch 6486/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2993 - acc: 0.8792 - val_loss: 1.3180 - val_acc: 0.6444
Epoch 6487/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3021 - acc: 0.8764 - val_loss: 1.3590 - val_acc: 0.6500
Epoch 6488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3057 - acc: 0.8708 - val_loss: 1.3161 - val_acc: 0.6444
Epoch 6489/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3094 - acc: 0.8750 - val_loss: 1.3716 - val_acc: 0.6500
Epoch 6490/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3129 - acc: 0.8625 - val_loss: 1.3171 - val_acc: 0.6333
Epoch 6491/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3154 - acc: 0.8653 - val_loss: 1.3762 - val_acc: 0.6500
Epoch 6492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3155 - acc: 0.8653 - val_loss: 1.3174 - val_acc: 0.6222
Epoch 6493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3131 - acc: 0.8708 - val_loss: 1.3636 - val_acc: 0.6556
Epoch 6494/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3091 - acc: 0.8736 - val_loss: 1.3216 - val_acc: 0.6389
Epoch 6495/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3032 - acc: 0.8722 - val_loss: 1.3424 - val_acc: 0.6667
Epoch 6496/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2981 - acc: 0.8778 - val_loss: 1.3335 - val_acc: 0.6667
Epoch 6497/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2950 - acc: 0.8736 - val_loss: 1.3286 - val_acc: 0.6444
Epoch 6498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2953 - acc: 0.8736 - val_loss: 1.3486 - val_acc: 0.6667
Epoch 6499/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2981 - acc: 0.8819 - val_loss: 1.3211 - val_acc: 0.6333
Epoch 6500/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3013 - acc: 0.8736 - val_loss: 1.3601 - val_acc: 0.6556
Epoch 6501/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3049 - acc: 0.8736 - val_loss: 1.3195 - val_acc: 0.6278
Epoch 6502/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3085 - acc: 0.8708 - val_loss: 1.3696 - val_acc: 0.6500
Epoch 6503/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3123 - acc: 0.8694 - val_loss: 1.3223 - val_acc: 0.6333
Epoch 6504/15000
720/720 [==============================] - 0s 20us/step - loss: 0.3151 - acc: 0.8667 - val_loss: 1.3725 - val_acc: 0.6556
Epoch 6505/15000
720/720 [==============================] - 0s 20us/step - loss: 0.3144 - acc: 0.8667 - val_loss: 1.3232 - val_acc: 0.6333
Epoch 6506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3108 - acc: 0.8694 - val_loss: 1.3622 - val_acc: 0.6611
Epoch 6507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3054 - acc: 0.8778 - val_loss: 1.3268 - val_acc: 0.6389
Epoch 6508/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2996 - acc: 0.8736 - val_loss: 1.3457 - val_acc: 0.6722
Epoch 6509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2959 - acc: 0.8778 - val_loss: 1.3369 - val_acc: 0.6556
Epoch 6510/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2942 - acc: 0.8764 - val_loss: 1.3324 - val_acc: 0.6611
Epoch 6511/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2954 - acc: 0.8722 - val_loss: 1.3506 - val_acc: 0.6611
Epoch 6512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2989 - acc: 0.8806 - val_loss: 1.3242 - val_acc: 0.6278
Epoch 6513/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3029 - acc: 0.8736 - val_loss: 1.3634 - val_acc: 0.6500
Epoch 6514/15000
720/720 [==============================] - 0s 16us/step - loss: 0.3070 - acc: 0.8708 - val_loss: 1.3212 - val_acc: 0.6222
Epoch 6515/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3103 - acc: 0.8681 - val_loss: 1.3733 - val_acc: 0.6556
Epoch 6516/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3132 - acc: 0.8681 - val_loss: 1.3224 - val_acc: 0.6333
Epoch 6517/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3149 - acc: 0.8639 - val_loss: 1.3792 - val_acc: 0.6500
Epoch 6518/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3135 - acc: 0.8653 - val_loss: 1.3236 - val_acc: 0.6444
Epoch 6519/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3092 - acc: 0.8764 - val_loss: 1.3715 - val_acc: 0.6500
Epoch 6520/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3035 - acc: 0.8694 - val_loss: 1.3292 - val_acc: 0.6500
Epoch 6521/15000
720/720 [==============================] - 0s 23us/step - loss: 0.2984 - acc: 0.8764 - val_loss: 1.3517 - val_acc: 0.6667
Epoch 6522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2956 - acc: 0.8694 - val_loss: 1.3407 - val_acc: 0.6500
Epoch 6523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2948 - acc: 0.8764 - val_loss: 1.3331 - val_acc: 0.6444
Epoch 6524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2961 - acc: 0.8708 - val_loss: 1.3555 - val_acc: 0.6556
Epoch 6525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2993 - acc: 0.8778 - val_loss: 1.3244 - val_acc: 0.6333
Epoch 6526/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3035 - acc: 0.8694 - val_loss: 1.3692 - val_acc: 0.6556
Epoch 6527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3084 - acc: 0.8694 - val_loss: 1.3223 - val_acc: 0.6278
Epoch 6528/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3118 - acc: 0.8667 - val_loss: 1.3800 - val_acc: 0.6556
Epoch 6529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3146 - acc: 0.8708 - val_loss: 1.3232 - val_acc: 0.6444
Epoch 6530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3151 - acc: 0.8639 - val_loss: 1.3849 - val_acc: 0.6444
Epoch 6531/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3129 - acc: 0.8611 - val_loss: 1.3259 - val_acc: 0.6389
Epoch 6532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3074 - acc: 0.8764 - val_loss: 1.3697 - val_acc: 0.6500
Epoch 6533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3003 - acc: 0.8722 - val_loss: 1.3351 - val_acc: 0.6556
Epoch 6534/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2947 - acc: 0.8764 - val_loss: 1.3432 - val_acc: 0.6667
Epoch 6535/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2929 - acc: 0.8764 - val_loss: 1.3509 - val_acc: 0.6611
Epoch 6536/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2943 - acc: 0.8764 - val_loss: 1.3277 - val_acc: 0.6500
Epoch 6537/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2973 - acc: 0.8750 - val_loss: 1.3642 - val_acc: 0.6500
Epoch 6538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3012 - acc: 0.8778 - val_loss: 1.3250 - val_acc: 0.6333
Epoch 6539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3057 - acc: 0.8708 - val_loss: 1.3750 - val_acc: 0.6556
Epoch 6540/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3107 - acc: 0.8694 - val_loss: 1.3257 - val_acc: 0.6278
Epoch 6541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3134 - acc: 0.8667 - val_loss: 1.3811 - val_acc: 0.6500
Epoch 6542/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3143 - acc: 0.8694 - val_loss: 1.3269 - val_acc: 0.6278
Epoch 6543/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3112 - acc: 0.8694 - val_loss: 1.3758 - val_acc: 0.6444
Epoch 6544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3059 - acc: 0.8736 - val_loss: 1.3346 - val_acc: 0.6500
Epoch 6545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2995 - acc: 0.8694 - val_loss: 1.3553 - val_acc: 0.6556
Epoch 6546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2941 - acc: 0.8806 - val_loss: 1.3493 - val_acc: 0.6722
Epoch 6547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2920 - acc: 0.8750 - val_loss: 1.3353 - val_acc: 0.6444
Epoch 6548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2936 - acc: 0.8722 - val_loss: 1.3626 - val_acc: 0.6556
Epoch 6549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2976 - acc: 0.8806 - val_loss: 1.3273 - val_acc: 0.6556
Epoch 6550/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3021 - acc: 0.8736 - val_loss: 1.3718 - val_acc: 0.6556
Epoch 6551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3066 - acc: 0.8722 - val_loss: 1.3277 - val_acc: 0.6278
Epoch 6552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3107 - acc: 0.8681 - val_loss: 1.3811 - val_acc: 0.6500
Epoch 6553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3140 - acc: 0.8694 - val_loss: 1.3288 - val_acc: 0.6278
Epoch 6554/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3143 - acc: 0.8667 - val_loss: 1.3802 - val_acc: 0.6556
Epoch 6555/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3114 - acc: 0.8667 - val_loss: 1.3314 - val_acc: 0.6389
Epoch 6556/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3038 - acc: 0.8694 - val_loss: 1.3651 - val_acc: 0.6611
Epoch 6557/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2965 - acc: 0.8792 - val_loss: 1.3446 - val_acc: 0.6611
Epoch 6558/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2923 - acc: 0.8764 - val_loss: 1.3478 - val_acc: 0.6611
Epoch 6559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2923 - acc: 0.8708 - val_loss: 1.3602 - val_acc: 0.6667
Epoch 6560/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2952 - acc: 0.8833 - val_loss: 1.3332 - val_acc: 0.6278
Epoch 6561/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2991 - acc: 0.8708 - val_loss: 1.3701 - val_acc: 0.6611
Epoch 6562/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3038 - acc: 0.8750 - val_loss: 1.3293 - val_acc: 0.6389
Epoch 6563/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3079 - acc: 0.8653 - val_loss: 1.3781 - val_acc: 0.6556
Epoch 6564/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3102 - acc: 0.8681 - val_loss: 1.3305 - val_acc: 0.6333
Epoch 6565/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3101 - acc: 0.8708 - val_loss: 1.3797 - val_acc: 0.6556
Epoch 6566/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3069 - acc: 0.8708 - val_loss: 1.3342 - val_acc: 0.6389
Epoch 6567/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3018 - acc: 0.8778 - val_loss: 1.3690 - val_acc: 0.6722
Epoch 6568/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2972 - acc: 0.8764 - val_loss: 1.3442 - val_acc: 0.6444
Epoch 6569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2932 - acc: 0.8778 - val_loss: 1.3553 - val_acc: 0.6611
Epoch 6570/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2917 - acc: 0.8736 - val_loss: 1.3573 - val_acc: 0.6500
Epoch 6571/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2927 - acc: 0.8806 - val_loss: 1.3457 - val_acc: 0.6389
Epoch 6572/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2958 - acc: 0.8750 - val_loss: 1.3659 - val_acc: 0.6556
Epoch 6573/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2998 - acc: 0.8778 - val_loss: 1.3362 - val_acc: 0.6278
Epoch 6574/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3024 - acc: 0.8667 - val_loss: 1.3736 - val_acc: 0.6556
Epoch 6575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3046 - acc: 0.8722 - val_loss: 1.3332 - val_acc: 0.6333
Epoch 6576/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3056 - acc: 0.8708 - val_loss: 1.3821 - val_acc: 0.6500
Epoch 6577/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3058 - acc: 0.8708 - val_loss: 1.3348 - val_acc: 0.6389
Epoch 6578/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3043 - acc: 0.8764 - val_loss: 1.3817 - val_acc: 0.6500
Epoch 6579/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3010 - acc: 0.8722 - val_loss: 1.3400 - val_acc: 0.6389
Epoch 6580/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2969 - acc: 0.8778 - val_loss: 1.3706 - val_acc: 0.6722
Epoch 6581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2940 - acc: 0.8750 - val_loss: 1.3482 - val_acc: 0.6500
Epoch 6582/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2924 - acc: 0.8806 - val_loss: 1.3574 - val_acc: 0.6611
Epoch 6583/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2920 - acc: 0.8722 - val_loss: 1.3566 - val_acc: 0.6611
Epoch 6584/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2920 - acc: 0.8778 - val_loss: 1.3475 - val_acc: 0.6444
Epoch 6585/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2931 - acc: 0.8722 - val_loss: 1.3681 - val_acc: 0.6556
Epoch 6586/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2955 - acc: 0.8764 - val_loss: 1.3409 - val_acc: 0.6278
Epoch 6587/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2984 - acc: 0.8736 - val_loss: 1.3797 - val_acc: 0.6556
Epoch 6588/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3019 - acc: 0.8722 - val_loss: 1.3379 - val_acc: 0.6389
Epoch 6589/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3044 - acc: 0.8764 - val_loss: 1.3909 - val_acc: 0.6500
Epoch 6590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3072 - acc: 0.8681 - val_loss: 1.3371 - val_acc: 0.6444
Epoch 6591/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3093 - acc: 0.8681 - val_loss: 1.3974 - val_acc: 0.6500
Epoch 6592/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3099 - acc: 0.8639 - val_loss: 1.3368 - val_acc: 0.6444
Epoch 6593/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3077 - acc: 0.8722 - val_loss: 1.3874 - val_acc: 0.6500
Epoch 6594/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3029 - acc: 0.8736 - val_loss: 1.3394 - val_acc: 0.6500
Epoch 6595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2970 - acc: 0.8792 - val_loss: 1.3642 - val_acc: 0.6722
Epoch 6596/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2927 - acc: 0.8861 - val_loss: 1.3496 - val_acc: 0.6611
Epoch 6597/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2903 - acc: 0.8750 - val_loss: 1.3498 - val_acc: 0.6444
Epoch 6598/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2898 - acc: 0.8764 - val_loss: 1.3660 - val_acc: 0.6667
Epoch 6599/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2909 - acc: 0.8819 - val_loss: 1.3450 - val_acc: 0.6389
Epoch 6600/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2936 - acc: 0.8778 - val_loss: 1.3790 - val_acc: 0.6667
Epoch 6601/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2976 - acc: 0.8819 - val_loss: 1.3421 - val_acc: 0.6278
Epoch 6602/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3011 - acc: 0.8681 - val_loss: 1.3867 - val_acc: 0.6611
Epoch 6603/15000
720/720 [==============================] - 0s 16us/step - loss: 0.3050 - acc: 0.8736 - val_loss: 1.3412 - val_acc: 0.6222
Epoch 6604/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3072 - acc: 0.8681 - val_loss: 1.3933 - val_acc: 0.6500
Epoch 6605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3092 - acc: 0.8694 - val_loss: 1.3424 - val_acc: 0.6333
Epoch 6606/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3095 - acc: 0.8639 - val_loss: 1.3910 - val_acc: 0.6500
Epoch 6607/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3067 - acc: 0.8722 - val_loss: 1.3438 - val_acc: 0.6500
Epoch 6608/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3010 - acc: 0.8681 - val_loss: 1.3721 - val_acc: 0.6556
Epoch 6609/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8833 - val_loss: 1.3500 - val_acc: 0.6556
Epoch 6610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2901 - acc: 0.8750 - val_loss: 1.3534 - val_acc: 0.6611
Epoch 6611/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2892 - acc: 0.8792 - val_loss: 1.3632 - val_acc: 0.6611
Epoch 6612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2904 - acc: 0.8750 - val_loss: 1.3472 - val_acc: 0.6444
Epoch 6613/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2928 - acc: 0.8764 - val_loss: 1.3771 - val_acc: 0.6556
Epoch 6614/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2966 - acc: 0.8792 - val_loss: 1.3454 - val_acc: 0.6278
Epoch 6615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3013 - acc: 0.8708 - val_loss: 1.3883 - val_acc: 0.6556
Epoch 6616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3069 - acc: 0.8708 - val_loss: 1.3436 - val_acc: 0.6278
Epoch 6617/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3101 - acc: 0.8653 - val_loss: 1.3953 - val_acc: 0.6500
Epoch 6618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3119 - acc: 0.8694 - val_loss: 1.3421 - val_acc: 0.6278
Epoch 6619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3097 - acc: 0.8694 - val_loss: 1.3958 - val_acc: 0.6500
Epoch 6620/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3055 - acc: 0.8722 - val_loss: 1.3443 - val_acc: 0.6556
Epoch 6621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2996 - acc: 0.8792 - val_loss: 1.3811 - val_acc: 0.6556
Epoch 6622/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2935 - acc: 0.8750 - val_loss: 1.3531 - val_acc: 0.6556
Epoch 6623/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2895 - acc: 0.8819 - val_loss: 1.3588 - val_acc: 0.6556
Epoch 6624/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2894 - acc: 0.8750 - val_loss: 1.3687 - val_acc: 0.6500
Epoch 6625/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2924 - acc: 0.8792 - val_loss: 1.3466 - val_acc: 0.6389
Epoch 6626/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2968 - acc: 0.8736 - val_loss: 1.3830 - val_acc: 0.6500
Epoch 6627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3011 - acc: 0.8750 - val_loss: 1.3447 - val_acc: 0.6278
Epoch 6628/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3052 - acc: 0.8708 - val_loss: 1.3943 - val_acc: 0.6556
Epoch 6629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3090 - acc: 0.8708 - val_loss: 1.3441 - val_acc: 0.6278
Epoch 6630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3109 - acc: 0.8653 - val_loss: 1.3983 - val_acc: 0.6556
Epoch 6631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3116 - acc: 0.8681 - val_loss: 1.3430 - val_acc: 0.6333
Epoch 6632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3058 - acc: 0.8681 - val_loss: 1.3939 - val_acc: 0.6556
Epoch 6633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2990 - acc: 0.8708 - val_loss: 1.3502 - val_acc: 0.6389
Epoch 6634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2930 - acc: 0.8847 - val_loss: 1.3767 - val_acc: 0.6556
Epoch 6635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2905 - acc: 0.8806 - val_loss: 1.3661 - val_acc: 0.6611
Epoch 6636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2906 - acc: 0.8806 - val_loss: 1.3527 - val_acc: 0.6333
Epoch 6637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2918 - acc: 0.8736 - val_loss: 1.3824 - val_acc: 0.6556
Epoch 6638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2953 - acc: 0.8792 - val_loss: 1.3425 - val_acc: 0.6500
Epoch 6639/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2999 - acc: 0.8750 - val_loss: 1.3945 - val_acc: 0.6500
Epoch 6640/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3044 - acc: 0.8653 - val_loss: 1.3450 - val_acc: 0.6389
Epoch 6641/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3068 - acc: 0.8694 - val_loss: 1.4003 - val_acc: 0.6500
Epoch 6642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3067 - acc: 0.8667 - val_loss: 1.3482 - val_acc: 0.6278
Epoch 6643/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3046 - acc: 0.8708 - val_loss: 1.3935 - val_acc: 0.6667
Epoch 6644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3026 - acc: 0.8778 - val_loss: 1.3508 - val_acc: 0.6333
Epoch 6645/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2972 - acc: 0.8736 - val_loss: 1.3754 - val_acc: 0.6722
Epoch 6646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2914 - acc: 0.8847 - val_loss: 1.3625 - val_acc: 0.6611
Epoch 6647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2870 - acc: 0.8792 - val_loss: 1.3620 - val_acc: 0.6389
Epoch 6648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2875 - acc: 0.8764 - val_loss: 1.3773 - val_acc: 0.6833
Epoch 6649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2910 - acc: 0.8833 - val_loss: 1.3523 - val_acc: 0.6278
Epoch 6650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2928 - acc: 0.8722 - val_loss: 1.3837 - val_acc: 0.6611
Epoch 6651/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8819 - val_loss: 1.3496 - val_acc: 0.6500
Epoch 6652/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2963 - acc: 0.8764 - val_loss: 1.3917 - val_acc: 0.6556
Epoch 6653/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2993 - acc: 0.8764 - val_loss: 1.3541 - val_acc: 0.6333
Epoch 6654/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3011 - acc: 0.8667 - val_loss: 1.3948 - val_acc: 0.6444
Epoch 6655/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3005 - acc: 0.8750 - val_loss: 1.3571 - val_acc: 0.6389
Epoch 6656/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2982 - acc: 0.8778 - val_loss: 1.3865 - val_acc: 0.6611
Epoch 6657/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2963 - acc: 0.8778 - val_loss: 1.3596 - val_acc: 0.6389
Epoch 6658/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2941 - acc: 0.8792 - val_loss: 1.3736 - val_acc: 0.6722
Epoch 6659/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2919 - acc: 0.8819 - val_loss: 1.3620 - val_acc: 0.6444
Epoch 6660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2877 - acc: 0.8764 - val_loss: 1.3706 - val_acc: 0.6722
Epoch 6661/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2856 - acc: 0.8778 - val_loss: 1.3691 - val_acc: 0.6667
Epoch 6662/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2867 - acc: 0.8833 - val_loss: 1.3684 - val_acc: 0.6500
Epoch 6663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2882 - acc: 0.8708 - val_loss: 1.3744 - val_acc: 0.6778
Epoch 6664/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2889 - acc: 0.8833 - val_loss: 1.3626 - val_acc: 0.6333
Epoch 6665/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2886 - acc: 0.8778 - val_loss: 1.3849 - val_acc: 0.6500
Epoch 6666/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2902 - acc: 0.8847 - val_loss: 1.3602 - val_acc: 0.6333
Epoch 6667/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2928 - acc: 0.8778 - val_loss: 1.3952 - val_acc: 0.6500
Epoch 6668/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2948 - acc: 0.8806 - val_loss: 1.3584 - val_acc: 0.6389
Epoch 6669/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2960 - acc: 0.8750 - val_loss: 1.3999 - val_acc: 0.6611
Epoch 6670/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2980 - acc: 0.8764 - val_loss: 1.3572 - val_acc: 0.6333
Epoch 6671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3007 - acc: 0.8736 - val_loss: 1.3988 - val_acc: 0.6667
Epoch 6672/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3052 - acc: 0.8708 - val_loss: 1.3498 - val_acc: 0.6333
Epoch 6673/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3059 - acc: 0.8667 - val_loss: 1.4022 - val_acc: 0.6500
Epoch 6674/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3060 - acc: 0.8708 - val_loss: 1.3472 - val_acc: 0.6333
Epoch 6675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3045 - acc: 0.8722 - val_loss: 1.4072 - val_acc: 0.6444
Epoch 6676/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3039 - acc: 0.8639 - val_loss: 1.3523 - val_acc: 0.6444
Epoch 6677/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3009 - acc: 0.8750 - val_loss: 1.3920 - val_acc: 0.6500
Epoch 6678/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2944 - acc: 0.8736 - val_loss: 1.3608 - val_acc: 0.6444
Epoch 6679/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2883 - acc: 0.8806 - val_loss: 1.3710 - val_acc: 0.6722
Epoch 6680/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2864 - acc: 0.8847 - val_loss: 1.3756 - val_acc: 0.6556
Epoch 6681/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2871 - acc: 0.8778 - val_loss: 1.3666 - val_acc: 0.6444
Epoch 6682/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2880 - acc: 0.8806 - val_loss: 1.3860 - val_acc: 0.6500
Epoch 6683/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2882 - acc: 0.8833 - val_loss: 1.3653 - val_acc: 0.6278
Epoch 6684/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2904 - acc: 0.8764 - val_loss: 1.3952 - val_acc: 0.6667
Epoch 6685/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2952 - acc: 0.8819 - val_loss: 1.3608 - val_acc: 0.6333
Epoch 6686/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2990 - acc: 0.8722 - val_loss: 1.4019 - val_acc: 0.6556
Epoch 6687/15000
720/720 [==============================] - 0s 29us/step - loss: 0.3027 - acc: 0.8708 - val_loss: 1.3565 - val_acc: 0.6278
Epoch 6688/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3047 - acc: 0.8708 - val_loss: 1.4136 - val_acc: 0.6500
Epoch 6689/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3090 - acc: 0.8653 - val_loss: 1.3578 - val_acc: 0.6333
Epoch 6690/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3135 - acc: 0.8611 - val_loss: 1.4200 - val_acc: 0.6556
Epoch 6691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3133 - acc: 0.8569 - val_loss: 1.3539 - val_acc: 0.6500
Epoch 6692/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3086 - acc: 0.8708 - val_loss: 1.4020 - val_acc: 0.6611
Epoch 6693/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3014 - acc: 0.8708 - val_loss: 1.3545 - val_acc: 0.6444
Epoch 6694/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2939 - acc: 0.8764 - val_loss: 1.3797 - val_acc: 0.6667
Epoch 6695/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2894 - acc: 0.8750 - val_loss: 1.3698 - val_acc: 0.6389
Epoch 6696/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2869 - acc: 0.8819 - val_loss: 1.3673 - val_acc: 0.6222
Epoch 6697/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2895 - acc: 0.8792 - val_loss: 1.3927 - val_acc: 0.6556
Epoch 6698/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2965 - acc: 0.8750 - val_loss: 1.3593 - val_acc: 0.6278
Epoch 6699/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3023 - acc: 0.8694 - val_loss: 1.4113 - val_acc: 0.6444
Epoch 6700/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3076 - acc: 0.8694 - val_loss: 1.3569 - val_acc: 0.6333
Epoch 6701/15000
720/720 [==============================] - 0s 23us/step - loss: 0.3099 - acc: 0.8681 - val_loss: 1.4187 - val_acc: 0.6500
Epoch 6702/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3110 - acc: 0.8611 - val_loss: 1.3577 - val_acc: 0.6444
Epoch 6703/15000
720/720 [==============================] - 0s 33us/step - loss: 0.3080 - acc: 0.8694 - val_loss: 1.4101 - val_acc: 0.6444
Epoch 6704/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2998 - acc: 0.8639 - val_loss: 1.3616 - val_acc: 0.6556
Epoch 6705/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2906 - acc: 0.8806 - val_loss: 1.3852 - val_acc: 0.6722
Epoch 6706/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2861 - acc: 0.8778 - val_loss: 1.3800 - val_acc: 0.6556
Epoch 6707/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2860 - acc: 0.8833 - val_loss: 1.3635 - val_acc: 0.6444
Epoch 6708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2884 - acc: 0.8764 - val_loss: 1.3943 - val_acc: 0.6556
Epoch 6709/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2930 - acc: 0.8806 - val_loss: 1.3557 - val_acc: 0.6389
Epoch 6710/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2986 - acc: 0.8722 - val_loss: 1.4065 - val_acc: 0.6556
Epoch 6711/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3039 - acc: 0.8708 - val_loss: 1.3582 - val_acc: 0.6333
Epoch 6712/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3042 - acc: 0.8694 - val_loss: 1.4116 - val_acc: 0.6556
Epoch 6713/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3032 - acc: 0.8708 - val_loss: 1.3605 - val_acc: 0.6389
Epoch 6714/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2995 - acc: 0.8764 - val_loss: 1.4046 - val_acc: 0.6444
Epoch 6715/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2945 - acc: 0.8750 - val_loss: 1.3699 - val_acc: 0.6500
Epoch 6716/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2879 - acc: 0.8778 - val_loss: 1.3846 - val_acc: 0.6611
Epoch 6717/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2834 - acc: 0.8847 - val_loss: 1.3882 - val_acc: 0.6667
Epoch 6718/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2836 - acc: 0.8792 - val_loss: 1.3681 - val_acc: 0.6389
Epoch 6719/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2867 - acc: 0.8806 - val_loss: 1.3994 - val_acc: 0.6556
Epoch 6720/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2899 - acc: 0.8833 - val_loss: 1.3600 - val_acc: 0.6500
Epoch 6721/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2925 - acc: 0.8764 - val_loss: 1.4011 - val_acc: 0.6556
Epoch 6722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2958 - acc: 0.8736 - val_loss: 1.3625 - val_acc: 0.6278
Epoch 6723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2982 - acc: 0.8681 - val_loss: 1.4040 - val_acc: 0.6611
Epoch 6724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2999 - acc: 0.8708 - val_loss: 1.3667 - val_acc: 0.6333
Epoch 6725/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2975 - acc: 0.8750 - val_loss: 1.4039 - val_acc: 0.6556
Epoch 6726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8792 - val_loss: 1.3710 - val_acc: 0.6389
Epoch 6727/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2906 - acc: 0.8778 - val_loss: 1.3943 - val_acc: 0.6500
Epoch 6728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2864 - acc: 0.8833 - val_loss: 1.3787 - val_acc: 0.6444
Epoch 6729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2829 - acc: 0.8792 - val_loss: 1.3808 - val_acc: 0.6500
Epoch 6730/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2820 - acc: 0.8792 - val_loss: 1.3907 - val_acc: 0.6611
Epoch 6731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2836 - acc: 0.8861 - val_loss: 1.3707 - val_acc: 0.6500
Epoch 6732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2860 - acc: 0.8750 - val_loss: 1.3978 - val_acc: 0.6500
Epoch 6733/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2885 - acc: 0.8833 - val_loss: 1.3697 - val_acc: 0.6278
Epoch 6734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2910 - acc: 0.8764 - val_loss: 1.4038 - val_acc: 0.6611
Epoch 6735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8764 - val_loss: 1.3703 - val_acc: 0.6278
Epoch 6736/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2970 - acc: 0.8694 - val_loss: 1.4095 - val_acc: 0.6611
Epoch 6737/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2993 - acc: 0.8708 - val_loss: 1.3671 - val_acc: 0.6278
Epoch 6738/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2985 - acc: 0.8778 - val_loss: 1.4133 - val_acc: 0.6500
Epoch 6739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2971 - acc: 0.8736 - val_loss: 1.3680 - val_acc: 0.6444
Epoch 6740/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2941 - acc: 0.8833 - val_loss: 1.4086 - val_acc: 0.6556
Epoch 6741/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2900 - acc: 0.8764 - val_loss: 1.3724 - val_acc: 0.6389
Epoch 6742/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2855 - acc: 0.8819 - val_loss: 1.3915 - val_acc: 0.6667
Epoch 6743/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2826 - acc: 0.8819 - val_loss: 1.3821 - val_acc: 0.6500
Epoch 6744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2820 - acc: 0.8806 - val_loss: 1.3791 - val_acc: 0.6444
Epoch 6745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2829 - acc: 0.8778 - val_loss: 1.3935 - val_acc: 0.6500
Epoch 6746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2843 - acc: 0.8833 - val_loss: 1.3744 - val_acc: 0.6333
Epoch 6747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2865 - acc: 0.8778 - val_loss: 1.4042 - val_acc: 0.6611
Epoch 6748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2900 - acc: 0.8833 - val_loss: 1.3723 - val_acc: 0.6333
Epoch 6749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2934 - acc: 0.8750 - val_loss: 1.4149 - val_acc: 0.6611
Epoch 6750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2977 - acc: 0.8722 - val_loss: 1.3701 - val_acc: 0.6333
Epoch 6751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3005 - acc: 0.8736 - val_loss: 1.4262 - val_acc: 0.6556
Epoch 6752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3040 - acc: 0.8722 - val_loss: 1.3682 - val_acc: 0.6333
Epoch 6753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3055 - acc: 0.8694 - val_loss: 1.4291 - val_acc: 0.6556
Epoch 6754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3051 - acc: 0.8708 - val_loss: 1.3666 - val_acc: 0.6444
Epoch 6755/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3009 - acc: 0.8750 - val_loss: 1.4123 - val_acc: 0.6556
Epoch 6756/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2942 - acc: 0.8750 - val_loss: 1.3689 - val_acc: 0.6500
Epoch 6757/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2868 - acc: 0.8819 - val_loss: 1.3881 - val_acc: 0.6722
Epoch 6758/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2824 - acc: 0.8833 - val_loss: 1.3850 - val_acc: 0.6500
Epoch 6759/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2815 - acc: 0.8819 - val_loss: 1.3750 - val_acc: 0.6333
Epoch 6760/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2840 - acc: 0.8778 - val_loss: 1.4042 - val_acc: 0.6556
Epoch 6761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2889 - acc: 0.8833 - val_loss: 1.3710 - val_acc: 0.6333
Epoch 6762/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2942 - acc: 0.8736 - val_loss: 1.4186 - val_acc: 0.6556
Epoch 6763/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3002 - acc: 0.8722 - val_loss: 1.3710 - val_acc: 0.6222
Epoch 6764/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3034 - acc: 0.8694 - val_loss: 1.4265 - val_acc: 0.6556
Epoch 6765/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3057 - acc: 0.8722 - val_loss: 1.3709 - val_acc: 0.6333
Epoch 6766/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3039 - acc: 0.8708 - val_loss: 1.4224 - val_acc: 0.6556
Epoch 6767/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2989 - acc: 0.8736 - val_loss: 1.3725 - val_acc: 0.6500
Epoch 6768/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2907 - acc: 0.8778 - val_loss: 1.4012 - val_acc: 0.6667
Epoch 6769/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2836 - acc: 0.8806 - val_loss: 1.3847 - val_acc: 0.6500
Epoch 6770/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2804 - acc: 0.8792 - val_loss: 1.3797 - val_acc: 0.6444
Epoch 6771/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2818 - acc: 0.8764 - val_loss: 1.4014 - val_acc: 0.6556
Epoch 6772/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2859 - acc: 0.8861 - val_loss: 1.3711 - val_acc: 0.6278
Epoch 6773/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2908 - acc: 0.8736 - val_loss: 1.4131 - val_acc: 0.6556
Epoch 6774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2962 - acc: 0.8736 - val_loss: 1.3717 - val_acc: 0.6222
Epoch 6775/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2997 - acc: 0.8708 - val_loss: 1.4208 - val_acc: 0.6611
Epoch 6776/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3020 - acc: 0.8736 - val_loss: 1.3725 - val_acc: 0.6278
Epoch 6777/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2998 - acc: 0.8722 - val_loss: 1.4194 - val_acc: 0.6556
Epoch 6778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2954 - acc: 0.8750 - val_loss: 1.3755 - val_acc: 0.6444
Epoch 6779/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2885 - acc: 0.8819 - val_loss: 1.4057 - val_acc: 0.6611
Epoch 6780/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2827 - acc: 0.8847 - val_loss: 1.3891 - val_acc: 0.6389
Epoch 6781/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2799 - acc: 0.8833 - val_loss: 1.3882 - val_acc: 0.6444
Epoch 6782/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2808 - acc: 0.8750 - val_loss: 1.4046 - val_acc: 0.6556
Epoch 6783/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2844 - acc: 0.8847 - val_loss: 1.3767 - val_acc: 0.6333
Epoch 6784/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2888 - acc: 0.8778 - val_loss: 1.4128 - val_acc: 0.6611
Epoch 6785/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2934 - acc: 0.8792 - val_loss: 1.3744 - val_acc: 0.6278
Epoch 6786/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2966 - acc: 0.8694 - val_loss: 1.4193 - val_acc: 0.6556
Epoch 6787/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2989 - acc: 0.8722 - val_loss: 1.3751 - val_acc: 0.6333
Epoch 6788/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2978 - acc: 0.8750 - val_loss: 1.4204 - val_acc: 0.6611
Epoch 6789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2949 - acc: 0.8736 - val_loss: 1.3767 - val_acc: 0.6389
Epoch 6790/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2890 - acc: 0.8833 - val_loss: 1.4104 - val_acc: 0.6611
Epoch 6791/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2836 - acc: 0.8806 - val_loss: 1.3865 - val_acc: 0.6389
Epoch 6792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2802 - acc: 0.8847 - val_loss: 1.3966 - val_acc: 0.6556
Epoch 6793/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2798 - acc: 0.8792 - val_loss: 1.4016 - val_acc: 0.6556
Epoch 6794/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2816 - acc: 0.8847 - val_loss: 1.3853 - val_acc: 0.6333
Epoch 6795/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2848 - acc: 0.8778 - val_loss: 1.4122 - val_acc: 0.6556
Epoch 6796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2888 - acc: 0.8778 - val_loss: 1.3796 - val_acc: 0.6278
Epoch 6797/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2924 - acc: 0.8778 - val_loss: 1.4201 - val_acc: 0.6611
Epoch 6798/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2957 - acc: 0.8736 - val_loss: 1.3782 - val_acc: 0.6278
Epoch 6799/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2972 - acc: 0.8736 - val_loss: 1.4259 - val_acc: 0.6667
Epoch 6800/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2975 - acc: 0.8722 - val_loss: 1.3773 - val_acc: 0.6333
Epoch 6801/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2944 - acc: 0.8792 - val_loss: 1.4215 - val_acc: 0.6722
Epoch 6802/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2902 - acc: 0.8806 - val_loss: 1.3809 - val_acc: 0.6389
Epoch 6803/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2846 - acc: 0.8847 - val_loss: 1.4080 - val_acc: 0.6667
Epoch 6804/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2808 - acc: 0.8819 - val_loss: 1.3929 - val_acc: 0.6389
Epoch 6805/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2794 - acc: 0.8847 - val_loss: 1.3947 - val_acc: 0.6389
Epoch 6806/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2803 - acc: 0.8792 - val_loss: 1.4067 - val_acc: 0.6556
Epoch 6807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2829 - acc: 0.8847 - val_loss: 1.3848 - val_acc: 0.6278
Epoch 6808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2861 - acc: 0.8778 - val_loss: 1.4180 - val_acc: 0.6611
Epoch 6809/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2902 - acc: 0.8778 - val_loss: 1.3814 - val_acc: 0.6278
Epoch 6810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2937 - acc: 0.8736 - val_loss: 1.4286 - val_acc: 0.6611
Epoch 6811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2973 - acc: 0.8736 - val_loss: 1.3801 - val_acc: 0.6333
Epoch 6812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2987 - acc: 0.8778 - val_loss: 1.4338 - val_acc: 0.6556
Epoch 6813/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2990 - acc: 0.8750 - val_loss: 1.3789 - val_acc: 0.6333
Epoch 6814/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2953 - acc: 0.8750 - val_loss: 1.4255 - val_acc: 0.6722
Epoch 6815/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2902 - acc: 0.8792 - val_loss: 1.3832 - val_acc: 0.6333
Epoch 6816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2837 - acc: 0.8819 - val_loss: 1.4067 - val_acc: 0.6722
Epoch 6817/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2792 - acc: 0.8833 - val_loss: 1.3970 - val_acc: 0.6500
Epoch 6818/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2779 - acc: 0.8806 - val_loss: 1.3904 - val_acc: 0.6444
Epoch 6819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2796 - acc: 0.8778 - val_loss: 1.4126 - val_acc: 0.6611
Epoch 6820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2831 - acc: 0.8847 - val_loss: 1.3826 - val_acc: 0.6389
Epoch 6821/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2873 - acc: 0.8792 - val_loss: 1.4244 - val_acc: 0.6611
Epoch 6822/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2921 - acc: 0.8750 - val_loss: 1.3825 - val_acc: 0.6278
Epoch 6823/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2958 - acc: 0.8764 - val_loss: 1.4336 - val_acc: 0.6611
Epoch 6824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2990 - acc: 0.8736 - val_loss: 1.3827 - val_acc: 0.6333
Epoch 6825/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2992 - acc: 0.8750 - val_loss: 1.4341 - val_acc: 0.6500
Epoch 6826/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2974 - acc: 0.8722 - val_loss: 1.3834 - val_acc: 0.6389
Epoch 6827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2914 - acc: 0.8750 - val_loss: 1.4183 - val_acc: 0.6667
Epoch 6828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2847 - acc: 0.8847 - val_loss: 1.3915 - val_acc: 0.6500
Epoch 6829/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2788 - acc: 0.8819 - val_loss: 1.3974 - val_acc: 0.6556
Epoch 6830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2768 - acc: 0.8833 - val_loss: 1.4071 - val_acc: 0.6722
Epoch 6831/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2784 - acc: 0.8861 - val_loss: 1.3861 - val_acc: 0.6278
Epoch 6832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2821 - acc: 0.8806 - val_loss: 1.4193 - val_acc: 0.6611
Epoch 6833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2868 - acc: 0.8792 - val_loss: 1.3838 - val_acc: 0.6389
Epoch 6834/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2911 - acc: 0.8764 - val_loss: 1.4285 - val_acc: 0.6611
Epoch 6835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2954 - acc: 0.8736 - val_loss: 1.3857 - val_acc: 0.6278
Epoch 6836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2974 - acc: 0.8708 - val_loss: 1.4344 - val_acc: 0.6500
Epoch 6837/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2978 - acc: 0.8750 - val_loss: 1.3863 - val_acc: 0.6278
Epoch 6838/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2941 - acc: 0.8750 - val_loss: 1.4268 - val_acc: 0.6556
Epoch 6839/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2885 - acc: 0.8792 - val_loss: 1.3910 - val_acc: 0.6333
Epoch 6840/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2816 - acc: 0.8806 - val_loss: 1.4068 - val_acc: 0.6667
Epoch 6841/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2772 - acc: 0.8889 - val_loss: 1.4045 - val_acc: 0.6556
Epoch 6842/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2764 - acc: 0.8833 - val_loss: 1.3928 - val_acc: 0.6444
Epoch 6843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2786 - acc: 0.8778 - val_loss: 1.4166 - val_acc: 0.6556
Epoch 6844/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2826 - acc: 0.8833 - val_loss: 1.3881 - val_acc: 0.6278
Epoch 6845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2868 - acc: 0.8750 - val_loss: 1.4246 - val_acc: 0.6611
Epoch 6846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2915 - acc: 0.8750 - val_loss: 1.3883 - val_acc: 0.6278
Epoch 6847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2943 - acc: 0.8708 - val_loss: 1.4318 - val_acc: 0.6556
Epoch 6848/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2962 - acc: 0.8722 - val_loss: 1.3882 - val_acc: 0.6278
Epoch 6849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8750 - val_loss: 1.4320 - val_acc: 0.6556
Epoch 6850/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2909 - acc: 0.8792 - val_loss: 1.3897 - val_acc: 0.6389
Epoch 6851/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2847 - acc: 0.8819 - val_loss: 1.4188 - val_acc: 0.6611
Epoch 6852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2794 - acc: 0.8861 - val_loss: 1.4001 - val_acc: 0.6389
Epoch 6853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2764 - acc: 0.8875 - val_loss: 1.4035 - val_acc: 0.6556
Epoch 6854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2767 - acc: 0.8792 - val_loss: 1.4133 - val_acc: 0.6500
Epoch 6855/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2793 - acc: 0.8833 - val_loss: 1.3952 - val_acc: 0.6389
Epoch 6856/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2829 - acc: 0.8778 - val_loss: 1.4221 - val_acc: 0.6556
Epoch 6857/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2871 - acc: 0.8778 - val_loss: 1.3929 - val_acc: 0.6278
Epoch 6858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2907 - acc: 0.8792 - val_loss: 1.4300 - val_acc: 0.6556
Epoch 6859/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2938 - acc: 0.8764 - val_loss: 1.3918 - val_acc: 0.6278
Epoch 6860/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2945 - acc: 0.8736 - val_loss: 1.4347 - val_acc: 0.6611
Epoch 6861/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2938 - acc: 0.8736 - val_loss: 1.3899 - val_acc: 0.6389
Epoch 6862/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2897 - acc: 0.8792 - val_loss: 1.4304 - val_acc: 0.6722
Epoch 6863/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2852 - acc: 0.8847 - val_loss: 1.3938 - val_acc: 0.6333
Epoch 6864/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2805 - acc: 0.8889 - val_loss: 1.4200 - val_acc: 0.6667
Epoch 6865/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2781 - acc: 0.8778 - val_loss: 1.4055 - val_acc: 0.6444
Epoch 6866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2780 - acc: 0.8903 - val_loss: 1.4079 - val_acc: 0.6444
Epoch 6867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2796 - acc: 0.8806 - val_loss: 1.4183 - val_acc: 0.6556
Epoch 6868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2820 - acc: 0.8833 - val_loss: 1.3971 - val_acc: 0.6333
Epoch 6869/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2847 - acc: 0.8764 - val_loss: 1.4297 - val_acc: 0.6556
Epoch 6870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2881 - acc: 0.8792 - val_loss: 1.3931 - val_acc: 0.6333
Epoch 6871/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2911 - acc: 0.8750 - val_loss: 1.4402 - val_acc: 0.6611
Epoch 6872/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2943 - acc: 0.8750 - val_loss: 1.3921 - val_acc: 0.6389
Epoch 6873/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2955 - acc: 0.8764 - val_loss: 1.4453 - val_acc: 0.6611
Epoch 6874/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2964 - acc: 0.8708 - val_loss: 1.3909 - val_acc: 0.6333
Epoch 6875/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2928 - acc: 0.8708 - val_loss: 1.4388 - val_acc: 0.6667
Epoch 6876/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2878 - acc: 0.8750 - val_loss: 1.3943 - val_acc: 0.6444
Epoch 6877/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2808 - acc: 0.8861 - val_loss: 1.4194 - val_acc: 0.6722
Epoch 6878/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2760 - acc: 0.8833 - val_loss: 1.4096 - val_acc: 0.6556
Epoch 6879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2746 - acc: 0.8847 - val_loss: 1.4003 - val_acc: 0.6444
Epoch 6880/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2765 - acc: 0.8819 - val_loss: 1.4281 - val_acc: 0.6722
Epoch 6881/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2803 - acc: 0.8861 - val_loss: 1.3930 - val_acc: 0.6389
Epoch 6882/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2839 - acc: 0.8861 - val_loss: 1.4366 - val_acc: 0.6556
Epoch 6883/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2875 - acc: 0.8764 - val_loss: 1.3956 - val_acc: 0.6389
Epoch 6884/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2899 - acc: 0.8847 - val_loss: 1.4408 - val_acc: 0.6611
Epoch 6885/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2926 - acc: 0.8792 - val_loss: 1.3992 - val_acc: 0.6222
Epoch 6886/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2936 - acc: 0.8778 - val_loss: 1.4411 - val_acc: 0.6500
Epoch 6887/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2939 - acc: 0.8750 - val_loss: 1.3994 - val_acc: 0.6278
Epoch 6888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2908 - acc: 0.8833 - val_loss: 1.4285 - val_acc: 0.6556
Epoch 6889/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2855 - acc: 0.8806 - val_loss: 1.4019 - val_acc: 0.6389
Epoch 6890/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2789 - acc: 0.8833 - val_loss: 1.4103 - val_acc: 0.6611
Epoch 6891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2746 - acc: 0.8875 - val_loss: 1.4118 - val_acc: 0.6556
Epoch 6892/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2738 - acc: 0.8833 - val_loss: 1.4027 - val_acc: 0.6389
Epoch 6893/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2761 - acc: 0.8806 - val_loss: 1.4234 - val_acc: 0.6500
Epoch 6894/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2800 - acc: 0.8861 - val_loss: 1.4018 - val_acc: 0.6278
Epoch 6895/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2840 - acc: 0.8806 - val_loss: 1.4338 - val_acc: 0.6500
Epoch 6896/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2881 - acc: 0.8792 - val_loss: 1.4014 - val_acc: 0.6278
Epoch 6897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2909 - acc: 0.8750 - val_loss: 1.4442 - val_acc: 0.6556
Epoch 6898/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2932 - acc: 0.8764 - val_loss: 1.3977 - val_acc: 0.6333
Epoch 6899/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2931 - acc: 0.8778 - val_loss: 1.4484 - val_acc: 0.6611
Epoch 6900/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2922 - acc: 0.8750 - val_loss: 1.3965 - val_acc: 0.6333
Epoch 6901/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2881 - acc: 0.8819 - val_loss: 1.4377 - val_acc: 0.6611
Epoch 6902/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2834 - acc: 0.8764 - val_loss: 1.4022 - val_acc: 0.6444
Epoch 6903/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2778 - acc: 0.8917 - val_loss: 1.4184 - val_acc: 0.6722
Epoch 6904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2741 - acc: 0.8819 - val_loss: 1.4165 - val_acc: 0.6500
Epoch 6905/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2733 - acc: 0.8833 - val_loss: 1.4045 - val_acc: 0.6389
Epoch 6906/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2752 - acc: 0.8806 - val_loss: 1.4307 - val_acc: 0.6778
Epoch 6907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2789 - acc: 0.8861 - val_loss: 1.3993 - val_acc: 0.6389
Epoch 6908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2825 - acc: 0.8833 - val_loss: 1.4388 - val_acc: 0.6667
Epoch 6909/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2865 - acc: 0.8792 - val_loss: 1.3998 - val_acc: 0.6333
Epoch 6910/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2888 - acc: 0.8833 - val_loss: 1.4449 - val_acc: 0.6611
Epoch 6911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2916 - acc: 0.8792 - val_loss: 1.4016 - val_acc: 0.6222
Epoch 6912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2919 - acc: 0.8750 - val_loss: 1.4470 - val_acc: 0.6500
Epoch 6913/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2916 - acc: 0.8778 - val_loss: 1.4033 - val_acc: 0.6222
Epoch 6914/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2881 - acc: 0.8778 - val_loss: 1.4357 - val_acc: 0.6500
Epoch 6915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2830 - acc: 0.8861 - val_loss: 1.4060 - val_acc: 0.6389
Epoch 6916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2770 - acc: 0.8847 - val_loss: 1.4155 - val_acc: 0.6611
Epoch 6917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2731 - acc: 0.8875 - val_loss: 1.4159 - val_acc: 0.6556
Epoch 6918/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2724 - acc: 0.8861 - val_loss: 1.4052 - val_acc: 0.6444
Epoch 6919/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2744 - acc: 0.8819 - val_loss: 1.4289 - val_acc: 0.6556
Epoch 6920/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2779 - acc: 0.8861 - val_loss: 1.4052 - val_acc: 0.6278
Epoch 6921/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2817 - acc: 0.8806 - val_loss: 1.4395 - val_acc: 0.6500
Epoch 6922/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2861 - acc: 0.8819 - val_loss: 1.4062 - val_acc: 0.6278
Epoch 6923/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2894 - acc: 0.8792 - val_loss: 1.4472 - val_acc: 0.6611
Epoch 6924/15000
720/720 [==============================] - 0s 31us/step - loss: 0.2929 - acc: 0.8736 - val_loss: 1.4029 - val_acc: 0.6333
Epoch 6925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2934 - acc: 0.8764 - val_loss: 1.4511 - val_acc: 0.6667
Epoch 6926/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2935 - acc: 0.8736 - val_loss: 1.4003 - val_acc: 0.6333
Epoch 6927/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2891 - acc: 0.8778 - val_loss: 1.4456 - val_acc: 0.6667
Epoch 6928/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2839 - acc: 0.8792 - val_loss: 1.4043 - val_acc: 0.6389
Epoch 6929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2778 - acc: 0.8889 - val_loss: 1.4270 - val_acc: 0.6722
Epoch 6930/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2734 - acc: 0.8861 - val_loss: 1.4180 - val_acc: 0.6556
Epoch 6931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2721 - acc: 0.8861 - val_loss: 1.4087 - val_acc: 0.6389
Epoch 6932/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2738 - acc: 0.8819 - val_loss: 1.4356 - val_acc: 0.6778
Epoch 6933/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2776 - acc: 0.8833 - val_loss: 1.4018 - val_acc: 0.6444
Epoch 6934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2818 - acc: 0.8847 - val_loss: 1.4461 - val_acc: 0.6611
Epoch 6935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2862 - acc: 0.8778 - val_loss: 1.4038 - val_acc: 0.6389
Epoch 6936/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2894 - acc: 0.8806 - val_loss: 1.4518 - val_acc: 0.6667
Epoch 6937/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2930 - acc: 0.8778 - val_loss: 1.4064 - val_acc: 0.6222
Epoch 6938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2936 - acc: 0.8750 - val_loss: 1.4516 - val_acc: 0.6611
Epoch 6939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2937 - acc: 0.8736 - val_loss: 1.4055 - val_acc: 0.6278
Epoch 6940/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2887 - acc: 0.8792 - val_loss: 1.4399 - val_acc: 0.6556
Epoch 6941/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2823 - acc: 0.8861 - val_loss: 1.4091 - val_acc: 0.6333
Epoch 6942/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2753 - acc: 0.8819 - val_loss: 1.4213 - val_acc: 0.6500
Epoch 6943/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2717 - acc: 0.8861 - val_loss: 1.4223 - val_acc: 0.6611
Epoch 6944/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2721 - acc: 0.8861 - val_loss: 1.4076 - val_acc: 0.6222
Epoch 6945/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2753 - acc: 0.8806 - val_loss: 1.4363 - val_acc: 0.6611
Epoch 6946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2797 - acc: 0.8833 - val_loss: 1.4036 - val_acc: 0.6278
Epoch 6947/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2835 - acc: 0.8764 - val_loss: 1.4472 - val_acc: 0.6556
Epoch 6948/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2877 - acc: 0.8778 - val_loss: 1.4079 - val_acc: 0.6278
Epoch 6949/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2901 - acc: 0.8750 - val_loss: 1.4537 - val_acc: 0.6556
Epoch 6950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2912 - acc: 0.8778 - val_loss: 1.4086 - val_acc: 0.6278
Epoch 6951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2888 - acc: 0.8778 - val_loss: 1.4485 - val_acc: 0.6611
Epoch 6952/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2849 - acc: 0.8806 - val_loss: 1.4089 - val_acc: 0.6333
Epoch 6953/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2788 - acc: 0.8833 - val_loss: 1.4319 - val_acc: 0.6667
Epoch 6954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2743 - acc: 0.8861 - val_loss: 1.4192 - val_acc: 0.6333
Epoch 6955/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2716 - acc: 0.8861 - val_loss: 1.4187 - val_acc: 0.6556
Epoch 6956/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2717 - acc: 0.8792 - val_loss: 1.4326 - val_acc: 0.6556
Epoch 6957/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2737 - acc: 0.8875 - val_loss: 1.4129 - val_acc: 0.6222
Epoch 6958/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2768 - acc: 0.8792 - val_loss: 1.4407 - val_acc: 0.6611
Epoch 6959/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2806 - acc: 0.8819 - val_loss: 1.4109 - val_acc: 0.6333
Epoch 6960/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2833 - acc: 0.8764 - val_loss: 1.4466 - val_acc: 0.6667
Epoch 6961/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2861 - acc: 0.8764 - val_loss: 1.4093 - val_acc: 0.6389
Epoch 6962/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2862 - acc: 0.8847 - val_loss: 1.4520 - val_acc: 0.6611
Epoch 6963/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2860 - acc: 0.8806 - val_loss: 1.4090 - val_acc: 0.6278
Epoch 6964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2831 - acc: 0.8861 - val_loss: 1.4506 - val_acc: 0.6611
Epoch 6965/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2796 - acc: 0.8833 - val_loss: 1.4136 - val_acc: 0.6389
Epoch 6966/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2752 - acc: 0.8889 - val_loss: 1.4363 - val_acc: 0.6667
Epoch 6967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2717 - acc: 0.8847 - val_loss: 1.4225 - val_acc: 0.6444
Epoch 6968/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2698 - acc: 0.8875 - val_loss: 1.4209 - val_acc: 0.6500
Epoch 6969/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2700 - acc: 0.8889 - val_loss: 1.4355 - val_acc: 0.6667
Epoch 6970/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2716 - acc: 0.8903 - val_loss: 1.4137 - val_acc: 0.6389
Epoch 6971/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2739 - acc: 0.8847 - val_loss: 1.4450 - val_acc: 0.6667
Epoch 6972/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2764 - acc: 0.8847 - val_loss: 1.4140 - val_acc: 0.6389
Epoch 6973/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2790 - acc: 0.8833 - val_loss: 1.4501 - val_acc: 0.6611
Epoch 6974/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2826 - acc: 0.8792 - val_loss: 1.4156 - val_acc: 0.6389
Epoch 6975/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2851 - acc: 0.8819 - val_loss: 1.4539 - val_acc: 0.6667
Epoch 6976/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2887 - acc: 0.8778 - val_loss: 1.4133 - val_acc: 0.6222
Epoch 6977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2891 - acc: 0.8778 - val_loss: 1.4579 - val_acc: 0.6611
Epoch 6978/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2894 - acc: 0.8764 - val_loss: 1.4105 - val_acc: 0.6278
Epoch 6979/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2867 - acc: 0.8778 - val_loss: 1.4542 - val_acc: 0.6444
Epoch 6980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2829 - acc: 0.8819 - val_loss: 1.4115 - val_acc: 0.6444
Epoch 6981/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2773 - acc: 0.8847 - val_loss: 1.4343 - val_acc: 0.6556
Epoch 6982/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2721 - acc: 0.8903 - val_loss: 1.4230 - val_acc: 0.6500
Epoch 6983/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2693 - acc: 0.8875 - val_loss: 1.4167 - val_acc: 0.6389
Epoch 6984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2698 - acc: 0.8847 - val_loss: 1.4412 - val_acc: 0.6611
Epoch 6985/15000
720/720 [==============================] - 0s 5us/step - loss: 0.2728 - acc: 0.8903 - val_loss: 1.4144 - val_acc: 0.6389
Epoch 6986/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2768 - acc: 0.8847 - val_loss: 1.4542 - val_acc: 0.6500
Epoch 6987/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2815 - acc: 0.8847 - val_loss: 1.4182 - val_acc: 0.6278
Epoch 6988/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2860 - acc: 0.8778 - val_loss: 1.4619 - val_acc: 0.6556
Epoch 6989/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2917 - acc: 0.8764 - val_loss: 1.4175 - val_acc: 0.6167
Epoch 6990/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2954 - acc: 0.8722 - val_loss: 1.4650 - val_acc: 0.6667
Epoch 6991/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2998 - acc: 0.8736 - val_loss: 1.4119 - val_acc: 0.6278
Epoch 6992/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2969 - acc: 0.8694 - val_loss: 1.4609 - val_acc: 0.6611
Epoch 6993/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2920 - acc: 0.8750 - val_loss: 1.4091 - val_acc: 0.6389
Epoch 6994/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2819 - acc: 0.8889 - val_loss: 1.4456 - val_acc: 0.6556
Epoch 6995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2743 - acc: 0.8819 - val_loss: 1.4186 - val_acc: 0.6500
Epoch 6996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2714 - acc: 0.8889 - val_loss: 1.4232 - val_acc: 0.6389
Epoch 6997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2732 - acc: 0.8833 - val_loss: 1.4447 - val_acc: 0.6556
Epoch 6998/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2776 - acc: 0.8819 - val_loss: 1.4078 - val_acc: 0.6278
Epoch 6999/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2819 - acc: 0.8806 - val_loss: 1.4620 - val_acc: 0.6444
Epoch 7000/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2870 - acc: 0.8764 - val_loss: 1.4108 - val_acc: 0.6389
Epoch 7001/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2899 - acc: 0.8764 - val_loss: 1.4648 - val_acc: 0.6611
Epoch 7002/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2904 - acc: 0.8736 - val_loss: 1.4195 - val_acc: 0.6333
Epoch 7003/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2869 - acc: 0.8847 - val_loss: 1.4526 - val_acc: 0.6667
Epoch 7004/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2820 - acc: 0.8847 - val_loss: 1.4215 - val_acc: 0.6278
Epoch 7005/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2763 - acc: 0.8833 - val_loss: 1.4365 - val_acc: 0.6667
Epoch 7006/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2738 - acc: 0.8875 - val_loss: 1.4316 - val_acc: 0.6389
Epoch 7007/15000
720/720 [==============================] - 0s 5us/step - loss: 0.2710 - acc: 0.8819 - val_loss: 1.4273 - val_acc: 0.6444
Epoch 7008/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2705 - acc: 0.8819 - val_loss: 1.4434 - val_acc: 0.6667
Epoch 7009/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2733 - acc: 0.8889 - val_loss: 1.4226 - val_acc: 0.6278
Epoch 7010/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2775 - acc: 0.8819 - val_loss: 1.4506 - val_acc: 0.6611
Epoch 7011/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2820 - acc: 0.8819 - val_loss: 1.4187 - val_acc: 0.6389
Epoch 7012/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2816 - acc: 0.8792 - val_loss: 1.4533 - val_acc: 0.6611
Epoch 7013/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2804 - acc: 0.8833 - val_loss: 1.4172 - val_acc: 0.6333
Epoch 7014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2779 - acc: 0.8847 - val_loss: 1.4538 - val_acc: 0.6556
Epoch 7015/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2759 - acc: 0.8819 - val_loss: 1.4230 - val_acc: 0.6389
Epoch 7016/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2729 - acc: 0.8861 - val_loss: 1.4447 - val_acc: 0.6611
Epoch 7017/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2694 - acc: 0.8931 - val_loss: 1.4338 - val_acc: 0.6444
Epoch 7018/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2673 - acc: 0.8875 - val_loss: 1.4298 - val_acc: 0.6389
Epoch 7019/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2675 - acc: 0.8903 - val_loss: 1.4427 - val_acc: 0.6611
Epoch 7020/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2691 - acc: 0.8889 - val_loss: 1.4259 - val_acc: 0.6333
Epoch 7021/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2706 - acc: 0.8889 - val_loss: 1.4515 - val_acc: 0.6611
Epoch 7022/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2717 - acc: 0.8889 - val_loss: 1.4259 - val_acc: 0.6278
Epoch 7023/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2731 - acc: 0.8847 - val_loss: 1.4561 - val_acc: 0.6556
Epoch 7024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2757 - acc: 0.8861 - val_loss: 1.4248 - val_acc: 0.6278
Epoch 7025/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2778 - acc: 0.8861 - val_loss: 1.4554 - val_acc: 0.6556
Epoch 7026/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2804 - acc: 0.8806 - val_loss: 1.4268 - val_acc: 0.6278
Epoch 7027/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2806 - acc: 0.8847 - val_loss: 1.4580 - val_acc: 0.6556
Epoch 7028/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2811 - acc: 0.8833 - val_loss: 1.4264 - val_acc: 0.6278
Epoch 7029/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2802 - acc: 0.8819 - val_loss: 1.4618 - val_acc: 0.6500
Epoch 7030/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2790 - acc: 0.8847 - val_loss: 1.4225 - val_acc: 0.6389
Epoch 7031/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2761 - acc: 0.8833 - val_loss: 1.4530 - val_acc: 0.6556
Epoch 7032/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2725 - acc: 0.8903 - val_loss: 1.4258 - val_acc: 0.6389
Epoch 7033/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2689 - acc: 0.8861 - val_loss: 1.4367 - val_acc: 0.6500
Epoch 7034/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2669 - acc: 0.8903 - val_loss: 1.4391 - val_acc: 0.6500
Epoch 7035/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2667 - acc: 0.8903 - val_loss: 1.4305 - val_acc: 0.6389
Epoch 7036/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2675 - acc: 0.8944 - val_loss: 1.4500 - val_acc: 0.6500
Epoch 7037/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2686 - acc: 0.8903 - val_loss: 1.4323 - val_acc: 0.6222
Epoch 7038/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2699 - acc: 0.8861 - val_loss: 1.4548 - val_acc: 0.6556
Epoch 7039/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2719 - acc: 0.8903 - val_loss: 1.4344 - val_acc: 0.6222
Epoch 7040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2745 - acc: 0.8833 - val_loss: 1.4580 - val_acc: 0.6611
Epoch 7041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2783 - acc: 0.8833 - val_loss: 1.4336 - val_acc: 0.6278
Epoch 7042/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2812 - acc: 0.8819 - val_loss: 1.4658 - val_acc: 0.6667
Epoch 7043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2856 - acc: 0.8764 - val_loss: 1.4265 - val_acc: 0.6278
Epoch 7044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2887 - acc: 0.8764 - val_loss: 1.4796 - val_acc: 0.6556
Epoch 7045/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2938 - acc: 0.8778 - val_loss: 1.4173 - val_acc: 0.6389
Epoch 7046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2978 - acc: 0.8736 - val_loss: 1.4929 - val_acc: 0.6444
Epoch 7047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3018 - acc: 0.8625 - val_loss: 1.4137 - val_acc: 0.6444
Epoch 7048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3008 - acc: 0.8667 - val_loss: 1.4847 - val_acc: 0.6500
Epoch 7049/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2966 - acc: 0.8597 - val_loss: 1.4165 - val_acc: 0.6333
Epoch 7050/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2871 - acc: 0.8764 - val_loss: 1.4500 - val_acc: 0.6722
Epoch 7051/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2784 - acc: 0.8806 - val_loss: 1.4354 - val_acc: 0.6389
Epoch 7052/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2715 - acc: 0.8903 - val_loss: 1.4275 - val_acc: 0.6500
Epoch 7053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2718 - acc: 0.8875 - val_loss: 1.4641 - val_acc: 0.6500
Epoch 7054/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2774 - acc: 0.8875 - val_loss: 1.4243 - val_acc: 0.6222
Epoch 7055/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2861 - acc: 0.8764 - val_loss: 1.4729 - val_acc: 0.6556
Epoch 7056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2966 - acc: 0.8708 - val_loss: 1.4278 - val_acc: 0.6278
Epoch 7057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2981 - acc: 0.8694 - val_loss: 1.4725 - val_acc: 0.6667
Epoch 7058/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2965 - acc: 0.8722 - val_loss: 1.4227 - val_acc: 0.6333
Epoch 7059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2852 - acc: 0.8819 - val_loss: 1.4589 - val_acc: 0.6556
Epoch 7060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2747 - acc: 0.8889 - val_loss: 1.4283 - val_acc: 0.6556
Epoch 7061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2689 - acc: 0.8847 - val_loss: 1.4348 - val_acc: 0.6278
Epoch 7062/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2693 - acc: 0.8917 - val_loss: 1.4581 - val_acc: 0.6722
Epoch 7063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2745 - acc: 0.8861 - val_loss: 1.4188 - val_acc: 0.6389
Epoch 7064/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2787 - acc: 0.8903 - val_loss: 1.4701 - val_acc: 0.6500
Epoch 7065/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2825 - acc: 0.8792 - val_loss: 1.4184 - val_acc: 0.6333
Epoch 7066/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2828 - acc: 0.8806 - val_loss: 1.4631 - val_acc: 0.6500
Epoch 7067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2812 - acc: 0.8819 - val_loss: 1.4367 - val_acc: 0.6333
Epoch 7068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2770 - acc: 0.8875 - val_loss: 1.4504 - val_acc: 0.6556
Epoch 7069/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2720 - acc: 0.8903 - val_loss: 1.4453 - val_acc: 0.6444
Epoch 7070/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2678 - acc: 0.8861 - val_loss: 1.4410 - val_acc: 0.6389
Epoch 7071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2660 - acc: 0.8917 - val_loss: 1.4480 - val_acc: 0.6500
Epoch 7072/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2665 - acc: 0.8917 - val_loss: 1.4398 - val_acc: 0.6389
Epoch 7073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2684 - acc: 0.8847 - val_loss: 1.4561 - val_acc: 0.6556
Epoch 7074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2714 - acc: 0.8861 - val_loss: 1.4415 - val_acc: 0.6333
Epoch 7075/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2737 - acc: 0.8903 - val_loss: 1.4636 - val_acc: 0.6556
Epoch 7076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2752 - acc: 0.8847 - val_loss: 1.4358 - val_acc: 0.6333
Epoch 7077/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2746 - acc: 0.8861 - val_loss: 1.4643 - val_acc: 0.6611
Epoch 7078/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2735 - acc: 0.8875 - val_loss: 1.4323 - val_acc: 0.6389
Epoch 7079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2720 - acc: 0.8889 - val_loss: 1.4628 - val_acc: 0.6611
Epoch 7080/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2704 - acc: 0.8833 - val_loss: 1.4368 - val_acc: 0.6278
Epoch 7081/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2682 - acc: 0.8889 - val_loss: 1.4545 - val_acc: 0.6667
Epoch 7082/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2658 - acc: 0.8931 - val_loss: 1.4472 - val_acc: 0.6444
Epoch 7083/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2643 - acc: 0.8917 - val_loss: 1.4436 - val_acc: 0.6444
Epoch 7084/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2642 - acc: 0.8917 - val_loss: 1.4544 - val_acc: 0.6556
Epoch 7085/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2649 - acc: 0.8931 - val_loss: 1.4431 - val_acc: 0.6389
Epoch 7086/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2658 - acc: 0.8889 - val_loss: 1.4600 - val_acc: 0.6667
Epoch 7087/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2667 - acc: 0.8944 - val_loss: 1.4426 - val_acc: 0.6222
Epoch 7088/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2680 - acc: 0.8861 - val_loss: 1.4644 - val_acc: 0.6722
Epoch 7089/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2701 - acc: 0.8889 - val_loss: 1.4397 - val_acc: 0.6278
Epoch 7090/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2714 - acc: 0.8861 - val_loss: 1.4659 - val_acc: 0.6556
Epoch 7091/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2733 - acc: 0.8875 - val_loss: 1.4381 - val_acc: 0.6278
Epoch 7092/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2746 - acc: 0.8819 - val_loss: 1.4720 - val_acc: 0.6500
Epoch 7093/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2770 - acc: 0.8847 - val_loss: 1.4371 - val_acc: 0.6222
Epoch 7094/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2788 - acc: 0.8819 - val_loss: 1.4775 - val_acc: 0.6500
Epoch 7095/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2801 - acc: 0.8819 - val_loss: 1.4334 - val_acc: 0.6278
Epoch 7096/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2791 - acc: 0.8833 - val_loss: 1.4716 - val_acc: 0.6667
Epoch 7097/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2770 - acc: 0.8847 - val_loss: 1.4324 - val_acc: 0.6333
Epoch 7098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2736 - acc: 0.8833 - val_loss: 1.4565 - val_acc: 0.6722
Epoch 7099/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2711 - acc: 0.8875 - val_loss: 1.4378 - val_acc: 0.6222
Epoch 7100/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2678 - acc: 0.8875 - val_loss: 1.4514 - val_acc: 0.6611
Epoch 7101/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2655 - acc: 0.8903 - val_loss: 1.4481 - val_acc: 0.6444
Epoch 7102/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2638 - acc: 0.8917 - val_loss: 1.4513 - val_acc: 0.6389
Epoch 7103/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2641 - acc: 0.8889 - val_loss: 1.4592 - val_acc: 0.6611
Epoch 7104/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2658 - acc: 0.8903 - val_loss: 1.4460 - val_acc: 0.6278
Epoch 7105/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2678 - acc: 0.8847 - val_loss: 1.4688 - val_acc: 0.6722
Epoch 7106/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2707 - acc: 0.8875 - val_loss: 1.4416 - val_acc: 0.6333
Epoch 7107/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2735 - acc: 0.8861 - val_loss: 1.4806 - val_acc: 0.6667
Epoch 7108/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2779 - acc: 0.8806 - val_loss: 1.4373 - val_acc: 0.6278
Epoch 7109/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2824 - acc: 0.8819 - val_loss: 1.4925 - val_acc: 0.6500
Epoch 7110/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2892 - acc: 0.8764 - val_loss: 1.4337 - val_acc: 0.6222
Epoch 7111/15000
720/720 [==============================] - 0s 16us/step - loss: 0.2957 - acc: 0.8653 - val_loss: 1.5007 - val_acc: 0.6444
Epoch 7112/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3047 - acc: 0.8708 - val_loss: 1.4310 - val_acc: 0.6278
Epoch 7113/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3100 - acc: 0.8583 - val_loss: 1.4969 - val_acc: 0.6500
Epoch 7114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3124 - acc: 0.8653 - val_loss: 1.4259 - val_acc: 0.6333
Epoch 7115/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3032 - acc: 0.8694 - val_loss: 1.4740 - val_acc: 0.6667
Epoch 7116/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2863 - acc: 0.8806 - val_loss: 1.4291 - val_acc: 0.6333
Epoch 7117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2685 - acc: 0.8875 - val_loss: 1.4425 - val_acc: 0.6389
Epoch 7118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2664 - acc: 0.8889 - val_loss: 1.4689 - val_acc: 0.6500
Epoch 7119/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2778 - acc: 0.8875 - val_loss: 1.4289 - val_acc: 0.6278
Epoch 7120/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2896 - acc: 0.8750 - val_loss: 1.4903 - val_acc: 0.6444
Epoch 7121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2975 - acc: 0.8736 - val_loss: 1.4308 - val_acc: 0.6278
Epoch 7122/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2952 - acc: 0.8722 - val_loss: 1.4792 - val_acc: 0.6611
Epoch 7123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2851 - acc: 0.8806 - val_loss: 1.4363 - val_acc: 0.6389
Epoch 7124/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2710 - acc: 0.8861 - val_loss: 1.4519 - val_acc: 0.6611
Epoch 7125/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2652 - acc: 0.8889 - val_loss: 1.4632 - val_acc: 0.6389
Epoch 7126/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2697 - acc: 0.8861 - val_loss: 1.4408 - val_acc: 0.6278
Epoch 7127/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2780 - acc: 0.8847 - val_loss: 1.4844 - val_acc: 0.6556
Epoch 7128/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2852 - acc: 0.8778 - val_loss: 1.4344 - val_acc: 0.6278
Epoch 7129/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2873 - acc: 0.8778 - val_loss: 1.4754 - val_acc: 0.6667
Epoch 7130/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2860 - acc: 0.8792 - val_loss: 1.4351 - val_acc: 0.6389
Epoch 7131/15000
720/720 [==============================] - 0s 30us/step - loss: 0.2768 - acc: 0.8792 - val_loss: 1.4605 - val_acc: 0.6778
Epoch 7132/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2687 - acc: 0.8847 - val_loss: 1.4481 - val_acc: 0.6389
Epoch 7133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2648 - acc: 0.8917 - val_loss: 1.4477 - val_acc: 0.6389
Epoch 7134/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2678 - acc: 0.8903 - val_loss: 1.4729 - val_acc: 0.6556
Epoch 7135/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2744 - acc: 0.8847 - val_loss: 1.4370 - val_acc: 0.6278
Epoch 7136/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2790 - acc: 0.8847 - val_loss: 1.4837 - val_acc: 0.6611
Epoch 7137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2819 - acc: 0.8792 - val_loss: 1.4362 - val_acc: 0.6444
Epoch 7138/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2779 - acc: 0.8875 - val_loss: 1.4719 - val_acc: 0.6556
Epoch 7139/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2711 - acc: 0.8819 - val_loss: 1.4462 - val_acc: 0.6444
Epoch 7140/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2642 - acc: 0.8958 - val_loss: 1.4543 - val_acc: 0.6611
Epoch 7141/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2621 - acc: 0.8931 - val_loss: 1.4727 - val_acc: 0.6667
Epoch 7142/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2646 - acc: 0.8944 - val_loss: 1.4436 - val_acc: 0.6333
Epoch 7143/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2692 - acc: 0.8903 - val_loss: 1.4792 - val_acc: 0.6611
Epoch 7144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2740 - acc: 0.8833 - val_loss: 1.4430 - val_acc: 0.6389
Epoch 7145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2756 - acc: 0.8875 - val_loss: 1.4725 - val_acc: 0.6611
Epoch 7146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2745 - acc: 0.8833 - val_loss: 1.4445 - val_acc: 0.6333
Epoch 7147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2696 - acc: 0.8819 - val_loss: 1.4682 - val_acc: 0.6667
Epoch 7148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2651 - acc: 0.8917 - val_loss: 1.4559 - val_acc: 0.6444
Epoch 7149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2619 - acc: 0.8917 - val_loss: 1.4584 - val_acc: 0.6444
Epoch 7150/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2611 - acc: 0.8944 - val_loss: 1.4662 - val_acc: 0.6611
Epoch 7151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2625 - acc: 0.8972 - val_loss: 1.4507 - val_acc: 0.6278
Epoch 7152/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2647 - acc: 0.8889 - val_loss: 1.4717 - val_acc: 0.6722
Epoch 7153/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2671 - acc: 0.8903 - val_loss: 1.4492 - val_acc: 0.6278
Epoch 7154/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2678 - acc: 0.8819 - val_loss: 1.4771 - val_acc: 0.6611
Epoch 7155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2680 - acc: 0.8917 - val_loss: 1.4522 - val_acc: 0.6278
Epoch 7156/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2669 - acc: 0.8861 - val_loss: 1.4746 - val_acc: 0.6611
Epoch 7157/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2657 - acc: 0.8944 - val_loss: 1.4546 - val_acc: 0.6444
Epoch 7158/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2639 - acc: 0.8889 - val_loss: 1.4674 - val_acc: 0.6500
Epoch 7159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2621 - acc: 0.8903 - val_loss: 1.4564 - val_acc: 0.6389
Epoch 7160/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2607 - acc: 0.8931 - val_loss: 1.4618 - val_acc: 0.6500
Epoch 7161/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2600 - acc: 0.8931 - val_loss: 1.4636 - val_acc: 0.6500
Epoch 7162/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2602 - acc: 0.8958 - val_loss: 1.4587 - val_acc: 0.6444
Epoch 7163/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2608 - acc: 0.8958 - val_loss: 1.4713 - val_acc: 0.6556
Epoch 7164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2616 - acc: 0.8944 - val_loss: 1.4570 - val_acc: 0.6278
Epoch 7165/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2625 - acc: 0.8903 - val_loss: 1.4747 - val_acc: 0.6611
Epoch 7166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2636 - acc: 0.8931 - val_loss: 1.4560 - val_acc: 0.6333
Epoch 7167/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2645 - acc: 0.8903 - val_loss: 1.4770 - val_acc: 0.6667
Epoch 7168/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2655 - acc: 0.8931 - val_loss: 1.4552 - val_acc: 0.6278
Epoch 7169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2661 - acc: 0.8903 - val_loss: 1.4795 - val_acc: 0.6667
Epoch 7170/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2669 - acc: 0.8903 - val_loss: 1.4539 - val_acc: 0.6278
Epoch 7171/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2669 - acc: 0.8875 - val_loss: 1.4803 - val_acc: 0.6667
Epoch 7172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2671 - acc: 0.8889 - val_loss: 1.4522 - val_acc: 0.6333
Epoch 7173/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2665 - acc: 0.8903 - val_loss: 1.4792 - val_acc: 0.6667
Epoch 7174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2658 - acc: 0.8903 - val_loss: 1.4519 - val_acc: 0.6278
Epoch 7175/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2645 - acc: 0.8889 - val_loss: 1.4752 - val_acc: 0.6667
Epoch 7176/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2633 - acc: 0.8944 - val_loss: 1.4554 - val_acc: 0.6333
Epoch 7177/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2620 - acc: 0.8917 - val_loss: 1.4689 - val_acc: 0.6611
Epoch 7178/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2609 - acc: 0.8944 - val_loss: 1.4604 - val_acc: 0.6444
Epoch 7179/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2601 - acc: 0.8917 - val_loss: 1.4657 - val_acc: 0.6556
Epoch 7180/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2595 - acc: 0.8972 - val_loss: 1.4647 - val_acc: 0.6556
Epoch 7181/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2591 - acc: 0.8931 - val_loss: 1.4664 - val_acc: 0.6556
Epoch 7182/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2589 - acc: 0.8944 - val_loss: 1.4679 - val_acc: 0.6556
Epoch 7183/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2588 - acc: 0.8944 - val_loss: 1.4670 - val_acc: 0.6556
Epoch 7184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2590 - acc: 0.8931 - val_loss: 1.4704 - val_acc: 0.6556
Epoch 7185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2592 - acc: 0.8986 - val_loss: 1.4656 - val_acc: 0.6389
Epoch 7186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2595 - acc: 0.8944 - val_loss: 1.4743 - val_acc: 0.6556
Epoch 7187/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2600 - acc: 0.8986 - val_loss: 1.4625 - val_acc: 0.6278
Epoch 7188/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2607 - acc: 0.8917 - val_loss: 1.4795 - val_acc: 0.6722
Epoch 7189/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2619 - acc: 0.8944 - val_loss: 1.4585 - val_acc: 0.6278
Epoch 7190/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2636 - acc: 0.8903 - val_loss: 1.4851 - val_acc: 0.6556
Epoch 7191/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2666 - acc: 0.8903 - val_loss: 1.4542 - val_acc: 0.6333
Epoch 7192/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2707 - acc: 0.8847 - val_loss: 1.4946 - val_acc: 0.6556
Epoch 7193/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2782 - acc: 0.8792 - val_loss: 1.4499 - val_acc: 0.6222
Epoch 7194/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2878 - acc: 0.8667 - val_loss: 1.5164 - val_acc: 0.6444
Epoch 7195/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3056 - acc: 0.8653 - val_loss: 1.4483 - val_acc: 0.6389
Epoch 7196/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3308 - acc: 0.8458 - val_loss: 1.5621 - val_acc: 0.6444
Epoch 7197/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3776 - acc: 0.8153 - val_loss: 1.4695 - val_acc: 0.6444
Epoch 7198/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4509 - acc: 0.7875 - val_loss: 1.6368 - val_acc: 0.6222
Epoch 7199/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5119 - acc: 0.7736 - val_loss: 1.5207 - val_acc: 0.6167
Epoch 7200/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4681 - acc: 0.7792 - val_loss: 1.5345 - val_acc: 0.6556
Epoch 7201/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3432 - acc: 0.8403 - val_loss: 1.5253 - val_acc: 0.6500
Epoch 7202/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3320 - acc: 0.8500 - val_loss: 1.4593 - val_acc: 0.6333
Epoch 7203/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4400 - acc: 0.7833 - val_loss: 1.5606 - val_acc: 0.6167
Epoch 7204/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3758 - acc: 0.8181 - val_loss: 1.4276 - val_acc: 0.6667
Epoch 7205/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3089 - acc: 0.8597 - val_loss: 1.3754 - val_acc: 0.6611
Epoch 7206/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3369 - acc: 0.8458 - val_loss: 1.5154 - val_acc: 0.6389
Epoch 7207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3650 - acc: 0.8278 - val_loss: 1.4505 - val_acc: 0.6444
Epoch 7208/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3151 - acc: 0.8569 - val_loss: 1.4045 - val_acc: 0.6389
Epoch 7209/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2906 - acc: 0.8736 - val_loss: 1.4963 - val_acc: 0.6444
Epoch 7210/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3462 - acc: 0.8264 - val_loss: 1.4331 - val_acc: 0.6222
Epoch 7211/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3425 - acc: 0.8306 - val_loss: 1.4489 - val_acc: 0.6556
Epoch 7212/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2980 - acc: 0.8597 - val_loss: 1.4666 - val_acc: 0.6500
Epoch 7213/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3009 - acc: 0.8556 - val_loss: 1.4203 - val_acc: 0.6444
Epoch 7214/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3337 - acc: 0.8375 - val_loss: 1.4708 - val_acc: 0.6444
Epoch 7215/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3238 - acc: 0.8528 - val_loss: 1.4681 - val_acc: 0.6389
Epoch 7216/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3140 - acc: 0.8736 - val_loss: 1.4228 - val_acc: 0.6389
Epoch 7217/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2820 - acc: 0.8875 - val_loss: 1.4710 - val_acc: 0.6667
Epoch 7218/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3043 - acc: 0.8653 - val_loss: 1.4248 - val_acc: 0.6333
Epoch 7219/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3131 - acc: 0.8653 - val_loss: 1.4511 - val_acc: 0.6500
Epoch 7220/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2899 - acc: 0.8708 - val_loss: 1.4442 - val_acc: 0.6556
Epoch 7221/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2756 - acc: 0.8819 - val_loss: 1.4461 - val_acc: 0.6722
Epoch 7222/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2970 - acc: 0.8708 - val_loss: 1.4781 - val_acc: 0.6722
Epoch 7223/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3038 - acc: 0.8653 - val_loss: 1.4471 - val_acc: 0.6556
Epoch 7224/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2882 - acc: 0.8667 - val_loss: 1.4709 - val_acc: 0.6389
Epoch 7225/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2741 - acc: 0.8819 - val_loss: 1.4603 - val_acc: 0.6611
Epoch 7226/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2798 - acc: 0.8819 - val_loss: 1.4581 - val_acc: 0.6278
Epoch 7227/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2916 - acc: 0.8708 - val_loss: 1.5034 - val_acc: 0.6500
Epoch 7228/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2859 - acc: 0.8694 - val_loss: 1.4414 - val_acc: 0.6500
Epoch 7229/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2747 - acc: 0.8889 - val_loss: 1.4542 - val_acc: 0.6500
Epoch 7230/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2646 - acc: 0.8861 - val_loss: 1.4925 - val_acc: 0.6611
Epoch 7231/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2793 - acc: 0.8750 - val_loss: 1.4400 - val_acc: 0.6333
Epoch 7232/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2821 - acc: 0.8833 - val_loss: 1.4824 - val_acc: 0.6389
Epoch 7233/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2775 - acc: 0.8833 - val_loss: 1.4769 - val_acc: 0.6444
Epoch 7234/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2697 - acc: 0.8889 - val_loss: 1.4624 - val_acc: 0.6389
Epoch 7235/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2630 - acc: 0.8931 - val_loss: 1.4686 - val_acc: 0.6556
Epoch 7236/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2738 - acc: 0.8847 - val_loss: 1.4668 - val_acc: 0.6333
Epoch 7237/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2735 - acc: 0.8819 - val_loss: 1.4842 - val_acc: 0.6556
Epoch 7238/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2679 - acc: 0.8875 - val_loss: 1.4543 - val_acc: 0.6500
Epoch 7239/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2628 - acc: 0.8972 - val_loss: 1.4619 - val_acc: 0.6389
Epoch 7240/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2639 - acc: 0.8889 - val_loss: 1.4804 - val_acc: 0.6556
Epoch 7241/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2679 - acc: 0.8861 - val_loss: 1.4494 - val_acc: 0.6278
Epoch 7242/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2681 - acc: 0.8931 - val_loss: 1.4847 - val_acc: 0.6556
Epoch 7243/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2647 - acc: 0.8944 - val_loss: 1.4691 - val_acc: 0.6444
Epoch 7244/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2601 - acc: 0.8931 - val_loss: 1.4599 - val_acc: 0.6333
Epoch 7245/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2611 - acc: 0.8931 - val_loss: 1.4815 - val_acc: 0.6611
Epoch 7246/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2645 - acc: 0.8875 - val_loss: 1.4554 - val_acc: 0.6389
Epoch 7247/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2645 - acc: 0.8903 - val_loss: 1.4723 - val_acc: 0.6500
Epoch 7248/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2615 - acc: 0.8917 - val_loss: 1.4649 - val_acc: 0.6444
Epoch 7249/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2590 - acc: 0.8903 - val_loss: 1.4644 - val_acc: 0.6444
Epoch 7250/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2587 - acc: 0.8944 - val_loss: 1.4747 - val_acc: 0.6556
Epoch 7251/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2611 - acc: 0.8917 - val_loss: 1.4583 - val_acc: 0.6333
Epoch 7252/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2620 - acc: 0.8917 - val_loss: 1.4745 - val_acc: 0.6500
Epoch 7253/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2593 - acc: 0.8986 - val_loss: 1.4670 - val_acc: 0.6500
Epoch 7254/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2581 - acc: 0.8986 - val_loss: 1.4653 - val_acc: 0.6444
Epoch 7255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2575 - acc: 0.8931 - val_loss: 1.4686 - val_acc: 0.6611
Epoch 7256/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2586 - acc: 0.8972 - val_loss: 1.4597 - val_acc: 0.6444
Epoch 7257/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2595 - acc: 0.8889 - val_loss: 1.4804 - val_acc: 0.6500
Epoch 7258/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2586 - acc: 0.9000 - val_loss: 1.4654 - val_acc: 0.6500
Epoch 7259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2575 - acc: 0.8986 - val_loss: 1.4699 - val_acc: 0.6556
Epoch 7260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2567 - acc: 0.8972 - val_loss: 1.4765 - val_acc: 0.6611
Epoch 7261/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2572 - acc: 0.8958 - val_loss: 1.4627 - val_acc: 0.6389
Epoch 7262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2577 - acc: 0.8958 - val_loss: 1.4752 - val_acc: 0.6500
Epoch 7263/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2576 - acc: 0.9014 - val_loss: 1.4693 - val_acc: 0.6444
Epoch 7264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2572 - acc: 0.8958 - val_loss: 1.4699 - val_acc: 0.6500
Epoch 7265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2564 - acc: 0.8958 - val_loss: 1.4689 - val_acc: 0.6556
Epoch 7266/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2562 - acc: 0.8944 - val_loss: 1.4703 - val_acc: 0.6500
Epoch 7267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2566 - acc: 0.8944 - val_loss: 1.4763 - val_acc: 0.6556
Epoch 7268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2566 - acc: 0.8986 - val_loss: 1.4694 - val_acc: 0.6444
Epoch 7269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2566 - acc: 0.8944 - val_loss: 1.4785 - val_acc: 0.6611
Epoch 7270/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2564 - acc: 0.8986 - val_loss: 1.4700 - val_acc: 0.6556
Epoch 7271/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2559 - acc: 0.8972 - val_loss: 1.4705 - val_acc: 0.6556
Epoch 7272/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2558 - acc: 0.8972 - val_loss: 1.4779 - val_acc: 0.6444
Epoch 7273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2558 - acc: 0.8958 - val_loss: 1.4711 - val_acc: 0.6500
Epoch 7274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2559 - acc: 0.8958 - val_loss: 1.4739 - val_acc: 0.6500
Epoch 7275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2560 - acc: 0.8986 - val_loss: 1.4711 - val_acc: 0.6500
Epoch 7276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2558 - acc: 0.8944 - val_loss: 1.4761 - val_acc: 0.6611
Epoch 7277/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2556 - acc: 0.8972 - val_loss: 1.4748 - val_acc: 0.6500
Epoch 7278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2554 - acc: 0.8958 - val_loss: 1.4751 - val_acc: 0.6556
Epoch 7279/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2553 - acc: 0.8958 - val_loss: 1.4764 - val_acc: 0.6611
Epoch 7280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2554 - acc: 0.8972 - val_loss: 1.4738 - val_acc: 0.6500
Epoch 7281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2554 - acc: 0.8944 - val_loss: 1.4790 - val_acc: 0.6556
Epoch 7282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2554 - acc: 0.8972 - val_loss: 1.4752 - val_acc: 0.6556
Epoch 7283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2553 - acc: 0.8972 - val_loss: 1.4776 - val_acc: 0.6556
Epoch 7284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2551 - acc: 0.8972 - val_loss: 1.4760 - val_acc: 0.6556
Epoch 7285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2550 - acc: 0.8931 - val_loss: 1.4768 - val_acc: 0.6556
Epoch 7286/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2549 - acc: 0.8986 - val_loss: 1.4794 - val_acc: 0.6611
Epoch 7287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2549 - acc: 0.9000 - val_loss: 1.4768 - val_acc: 0.6556
Epoch 7288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2549 - acc: 0.8944 - val_loss: 1.4787 - val_acc: 0.6611
Epoch 7289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2549 - acc: 0.8972 - val_loss: 1.4765 - val_acc: 0.6556
Epoch 7290/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2548 - acc: 0.8944 - val_loss: 1.4792 - val_acc: 0.6500
Epoch 7291/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2547 - acc: 0.8972 - val_loss: 1.4779 - val_acc: 0.6556
Epoch 7292/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2546 - acc: 0.8972 - val_loss: 1.4796 - val_acc: 0.6556
Epoch 7293/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2546 - acc: 0.8972 - val_loss: 1.4789 - val_acc: 0.6556
Epoch 7294/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2545 - acc: 0.8986 - val_loss: 1.4780 - val_acc: 0.6556
Epoch 7295/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2545 - acc: 0.8958 - val_loss: 1.4815 - val_acc: 0.6556
Epoch 7296/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2545 - acc: 0.8972 - val_loss: 1.4785 - val_acc: 0.6556
Epoch 7297/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2544 - acc: 0.8958 - val_loss: 1.4798 - val_acc: 0.6556
Epoch 7298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2543 - acc: 0.9000 - val_loss: 1.4790 - val_acc: 0.6556
Epoch 7299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2543 - acc: 0.8958 - val_loss: 1.4805 - val_acc: 0.6556
Epoch 7300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2542 - acc: 0.8986 - val_loss: 1.4799 - val_acc: 0.6556
Epoch 7301/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2542 - acc: 0.8986 - val_loss: 1.4806 - val_acc: 0.6556
Epoch 7302/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2541 - acc: 0.8972 - val_loss: 1.4808 - val_acc: 0.6556
Epoch 7303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2541 - acc: 0.8986 - val_loss: 1.4800 - val_acc: 0.6556
Epoch 7304/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2540 - acc: 0.8958 - val_loss: 1.4820 - val_acc: 0.6556
Epoch 7305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2540 - acc: 0.9000 - val_loss: 1.4804 - val_acc: 0.6556
Epoch 7306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2539 - acc: 0.8958 - val_loss: 1.4817 - val_acc: 0.6556
Epoch 7307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2539 - acc: 0.9000 - val_loss: 1.4812 - val_acc: 0.6556
Epoch 7308/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2538 - acc: 0.8958 - val_loss: 1.4820 - val_acc: 0.6556
Epoch 7309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2538 - acc: 0.8986 - val_loss: 1.4816 - val_acc: 0.6556
Epoch 7310/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2537 - acc: 0.8972 - val_loss: 1.4823 - val_acc: 0.6556
Epoch 7311/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2537 - acc: 0.8986 - val_loss: 1.4824 - val_acc: 0.6556
Epoch 7312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2536 - acc: 0.8986 - val_loss: 1.4822 - val_acc: 0.6556
Epoch 7313/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2536 - acc: 0.8958 - val_loss: 1.4830 - val_acc: 0.6556
Epoch 7314/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2535 - acc: 0.9000 - val_loss: 1.4825 - val_acc: 0.6556
Epoch 7315/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2535 - acc: 0.8972 - val_loss: 1.4835 - val_acc: 0.6556
Epoch 7316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2534 - acc: 0.9000 - val_loss: 1.4827 - val_acc: 0.6556
Epoch 7317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2534 - acc: 0.8958 - val_loss: 1.4839 - val_acc: 0.6556
Epoch 7318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2533 - acc: 0.8986 - val_loss: 1.4835 - val_acc: 0.6556
Epoch 7319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2533 - acc: 0.8958 - val_loss: 1.4842 - val_acc: 0.6556
Epoch 7320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2532 - acc: 0.9000 - val_loss: 1.4839 - val_acc: 0.6556
Epoch 7321/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2532 - acc: 0.8986 - val_loss: 1.4845 - val_acc: 0.6556
Epoch 7322/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2531 - acc: 0.8986 - val_loss: 1.4843 - val_acc: 0.6556
Epoch 7323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2531 - acc: 0.8986 - val_loss: 1.4846 - val_acc: 0.6556
Epoch 7324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2530 - acc: 0.8986 - val_loss: 1.4849 - val_acc: 0.6556
Epoch 7325/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2530 - acc: 0.8986 - val_loss: 1.4847 - val_acc: 0.6556
Epoch 7326/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2529 - acc: 0.8972 - val_loss: 1.4855 - val_acc: 0.6556
Epoch 7327/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2529 - acc: 0.8986 - val_loss: 1.4853 - val_acc: 0.6556
Epoch 7328/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2528 - acc: 0.8972 - val_loss: 1.4857 - val_acc: 0.6556
Epoch 7329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2528 - acc: 0.9000 - val_loss: 1.4856 - val_acc: 0.6556
Epoch 7330/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2527 - acc: 0.8972 - val_loss: 1.4862 - val_acc: 0.6556
Epoch 7331/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2527 - acc: 0.8986 - val_loss: 1.4857 - val_acc: 0.6556
Epoch 7332/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2527 - acc: 0.8972 - val_loss: 1.4865 - val_acc: 0.6556
Epoch 7333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2526 - acc: 0.9000 - val_loss: 1.4862 - val_acc: 0.6556
Epoch 7334/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2526 - acc: 0.8986 - val_loss: 1.4869 - val_acc: 0.6556
Epoch 7335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2525 - acc: 0.9000 - val_loss: 1.4866 - val_acc: 0.6556
Epoch 7336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2525 - acc: 0.8972 - val_loss: 1.4873 - val_acc: 0.6556
Epoch 7337/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2524 - acc: 0.9000 - val_loss: 1.4869 - val_acc: 0.6556
Epoch 7338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2524 - acc: 0.8986 - val_loss: 1.4877 - val_acc: 0.6556
Epoch 7339/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2523 - acc: 0.9000 - val_loss: 1.4873 - val_acc: 0.6556
Epoch 7340/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2523 - acc: 0.8986 - val_loss: 1.4880 - val_acc: 0.6556
Epoch 7341/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2522 - acc: 0.9000 - val_loss: 1.4877 - val_acc: 0.6556
Epoch 7342/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2522 - acc: 0.8986 - val_loss: 1.4884 - val_acc: 0.6556
Epoch 7343/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2521 - acc: 0.9014 - val_loss: 1.4880 - val_acc: 0.6556
Epoch 7344/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2521 - acc: 0.8986 - val_loss: 1.4888 - val_acc: 0.6500
Epoch 7345/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2520 - acc: 0.9000 - val_loss: 1.4883 - val_acc: 0.6556
Epoch 7346/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2520 - acc: 0.8986 - val_loss: 1.4892 - val_acc: 0.6556
Epoch 7347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2519 - acc: 0.9014 - val_loss: 1.4885 - val_acc: 0.6556
Epoch 7348/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2519 - acc: 0.8986 - val_loss: 1.4896 - val_acc: 0.6556
Epoch 7349/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2519 - acc: 0.9014 - val_loss: 1.4888 - val_acc: 0.6556
Epoch 7350/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2518 - acc: 0.8986 - val_loss: 1.4900 - val_acc: 0.6556
Epoch 7351/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2518 - acc: 0.9000 - val_loss: 1.4888 - val_acc: 0.6556
Epoch 7352/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2517 - acc: 0.8986 - val_loss: 1.4906 - val_acc: 0.6556
Epoch 7353/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2517 - acc: 0.9000 - val_loss: 1.4888 - val_acc: 0.6556
Epoch 7354/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2517 - acc: 0.8986 - val_loss: 1.4913 - val_acc: 0.6556
Epoch 7355/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2516 - acc: 0.9000 - val_loss: 1.4887 - val_acc: 0.6556
Epoch 7356/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2516 - acc: 0.8972 - val_loss: 1.4922 - val_acc: 0.6556
Epoch 7357/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2516 - acc: 0.9000 - val_loss: 1.4883 - val_acc: 0.6500
Epoch 7358/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2517 - acc: 0.8958 - val_loss: 1.4936 - val_acc: 0.6556
Epoch 7359/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2518 - acc: 0.9042 - val_loss: 1.4874 - val_acc: 0.6500
Epoch 7360/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2519 - acc: 0.8958 - val_loss: 1.4957 - val_acc: 0.6500
Epoch 7361/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2522 - acc: 0.9000 - val_loss: 1.4858 - val_acc: 0.6389
Epoch 7362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2527 - acc: 0.8972 - val_loss: 1.4990 - val_acc: 0.6500
Epoch 7363/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2537 - acc: 0.8986 - val_loss: 1.4831 - val_acc: 0.6389
Epoch 7364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2550 - acc: 0.8944 - val_loss: 1.5050 - val_acc: 0.6556
Epoch 7365/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2577 - acc: 0.8944 - val_loss: 1.4790 - val_acc: 0.6278
Epoch 7366/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2615 - acc: 0.8931 - val_loss: 1.5166 - val_acc: 0.6500
Epoch 7367/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2693 - acc: 0.8806 - val_loss: 1.4740 - val_acc: 0.6278
Epoch 7368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2803 - acc: 0.8722 - val_loss: 1.5417 - val_acc: 0.6444
Epoch 7369/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3043 - acc: 0.8639 - val_loss: 1.4751 - val_acc: 0.6278
Epoch 7370/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3448 - acc: 0.8375 - val_loss: 1.6116 - val_acc: 0.6000
Epoch 7371/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4324 - acc: 0.7903 - val_loss: 1.5124 - val_acc: 0.6278
Epoch 7372/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5691 - acc: 0.7319 - val_loss: 1.6752 - val_acc: 0.6222
Epoch 7373/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5362 - acc: 0.7569 - val_loss: 1.4931 - val_acc: 0.6611
Epoch 7374/15000
720/720 [==============================] - 0s 28us/step - loss: 0.3447 - acc: 0.8389 - val_loss: 1.4723 - val_acc: 0.6500
Epoch 7375/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3377 - acc: 0.8556 - val_loss: 1.5985 - val_acc: 0.6056
Epoch 7376/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4903 - acc: 0.7722 - val_loss: 1.4306 - val_acc: 0.6556
Epoch 7377/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3599 - acc: 0.8250 - val_loss: 1.4265 - val_acc: 0.6278
Epoch 7378/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3164 - acc: 0.8681 - val_loss: 1.5130 - val_acc: 0.6556
Epoch 7379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4237 - acc: 0.7931 - val_loss: 1.3949 - val_acc: 0.6667
Epoch 7380/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3141 - acc: 0.8611 - val_loss: 1.4043 - val_acc: 0.6278
Epoch 7381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3761 - acc: 0.8361 - val_loss: 1.4956 - val_acc: 0.6278
Epoch 7382/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3543 - acc: 0.8319 - val_loss: 1.3933 - val_acc: 0.6722
Epoch 7383/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3634 - acc: 0.8222 - val_loss: 1.4011 - val_acc: 0.6444
Epoch 7384/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3424 - acc: 0.8514 - val_loss: 1.4575 - val_acc: 0.6278
Epoch 7385/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3270 - acc: 0.8556 - val_loss: 1.4321 - val_acc: 0.6722
Epoch 7386/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3639 - acc: 0.8222 - val_loss: 1.4221 - val_acc: 0.6556
Epoch 7387/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2956 - acc: 0.8681 - val_loss: 1.4367 - val_acc: 0.6278
Epoch 7388/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3211 - acc: 0.8528 - val_loss: 1.4232 - val_acc: 0.6833
Epoch 7389/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3052 - acc: 0.8625 - val_loss: 1.4208 - val_acc: 0.6833
Epoch 7390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3026 - acc: 0.8764 - val_loss: 1.4069 - val_acc: 0.6389
Epoch 7391/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2990 - acc: 0.8750 - val_loss: 1.4403 - val_acc: 0.6389
Epoch 7392/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2899 - acc: 0.8639 - val_loss: 1.4792 - val_acc: 0.6778
Epoch 7393/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2900 - acc: 0.8736 - val_loss: 1.4732 - val_acc: 0.6444
Epoch 7394/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2939 - acc: 0.8694 - val_loss: 1.4709 - val_acc: 0.6667
Epoch 7395/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2812 - acc: 0.8736 - val_loss: 1.4524 - val_acc: 0.6444
Epoch 7396/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2827 - acc: 0.8778 - val_loss: 1.4783 - val_acc: 0.6389
Epoch 7397/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2685 - acc: 0.8833 - val_loss: 1.5248 - val_acc: 0.6611
Epoch 7398/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2823 - acc: 0.8639 - val_loss: 1.5079 - val_acc: 0.6556
Epoch 7399/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2725 - acc: 0.8764 - val_loss: 1.4690 - val_acc: 0.6444
Epoch 7400/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2674 - acc: 0.8847 - val_loss: 1.4510 - val_acc: 0.6444
Epoch 7401/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2699 - acc: 0.8764 - val_loss: 1.4776 - val_acc: 0.6556
Epoch 7402/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2625 - acc: 0.8875 - val_loss: 1.4923 - val_acc: 0.6778
Epoch 7403/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2669 - acc: 0.8806 - val_loss: 1.4689 - val_acc: 0.6444
Epoch 7404/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2653 - acc: 0.8875 - val_loss: 1.4718 - val_acc: 0.6500
Epoch 7405/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2646 - acc: 0.8889 - val_loss: 1.4663 - val_acc: 0.6667
Epoch 7406/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2591 - acc: 0.8958 - val_loss: 1.4758 - val_acc: 0.6500
Epoch 7407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2599 - acc: 0.8889 - val_loss: 1.4802 - val_acc: 0.6500
Epoch 7408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2602 - acc: 0.8903 - val_loss: 1.4664 - val_acc: 0.6222
Epoch 7409/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2592 - acc: 0.9014 - val_loss: 1.5036 - val_acc: 0.6389
Epoch 7410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2591 - acc: 0.8903 - val_loss: 1.4915 - val_acc: 0.6444
Epoch 7411/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2567 - acc: 0.8944 - val_loss: 1.4800 - val_acc: 0.6333
Epoch 7412/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2546 - acc: 0.8986 - val_loss: 1.4860 - val_acc: 0.6611
Epoch 7413/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2560 - acc: 0.8958 - val_loss: 1.4715 - val_acc: 0.6556
Epoch 7414/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2550 - acc: 0.8944 - val_loss: 1.4832 - val_acc: 0.6556
Epoch 7415/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2555 - acc: 0.8931 - val_loss: 1.4853 - val_acc: 0.6556
Epoch 7416/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2538 - acc: 0.8944 - val_loss: 1.4930 - val_acc: 0.6500
Epoch 7417/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2529 - acc: 0.9042 - val_loss: 1.4905 - val_acc: 0.6389
Epoch 7418/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2533 - acc: 0.8986 - val_loss: 1.4932 - val_acc: 0.6389
Epoch 7419/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2527 - acc: 0.9028 - val_loss: 1.5018 - val_acc: 0.6556
Epoch 7420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2534 - acc: 0.8986 - val_loss: 1.4767 - val_acc: 0.6389
Epoch 7421/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2522 - acc: 0.8958 - val_loss: 1.4859 - val_acc: 0.6500
Epoch 7422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2523 - acc: 0.8986 - val_loss: 1.4901 - val_acc: 0.6500
Epoch 7423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2509 - acc: 0.8944 - val_loss: 1.4893 - val_acc: 0.6444
Epoch 7424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2515 - acc: 0.9028 - val_loss: 1.4898 - val_acc: 0.6611
Epoch 7425/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2509 - acc: 0.9014 - val_loss: 1.4806 - val_acc: 0.6444
Epoch 7426/15000
720/720 [==============================] - 0s 20us/step - loss: 0.2512 - acc: 0.8944 - val_loss: 1.4858 - val_acc: 0.6500
Epoch 7427/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2512 - acc: 0.9014 - val_loss: 1.4836 - val_acc: 0.6444
Epoch 7428/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2506 - acc: 0.8972 - val_loss: 1.4904 - val_acc: 0.6389
Epoch 7429/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2503 - acc: 0.8958 - val_loss: 1.4844 - val_acc: 0.6500
Epoch 7430/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2501 - acc: 0.9028 - val_loss: 1.4853 - val_acc: 0.6500
Epoch 7431/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2499 - acc: 0.9028 - val_loss: 1.4925 - val_acc: 0.6444
Epoch 7432/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2501 - acc: 0.8972 - val_loss: 1.4890 - val_acc: 0.6444
Epoch 7433/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2499 - acc: 0.8958 - val_loss: 1.4938 - val_acc: 0.6556
Epoch 7434/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2498 - acc: 0.9042 - val_loss: 1.4901 - val_acc: 0.6444
Epoch 7435/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2497 - acc: 0.9000 - val_loss: 1.4950 - val_acc: 0.6556
Epoch 7436/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2493 - acc: 0.9014 - val_loss: 1.4971 - val_acc: 0.6611
Epoch 7437/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2494 - acc: 0.8986 - val_loss: 1.4958 - val_acc: 0.6444
Epoch 7438/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2492 - acc: 0.9014 - val_loss: 1.4957 - val_acc: 0.6556
Epoch 7439/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2492 - acc: 0.9028 - val_loss: 1.4927 - val_acc: 0.6500
Epoch 7440/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2492 - acc: 0.8972 - val_loss: 1.4971 - val_acc: 0.6500
Epoch 7441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2491 - acc: 0.9000 - val_loss: 1.4920 - val_acc: 0.6500
Epoch 7442/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2490 - acc: 0.9028 - val_loss: 1.4943 - val_acc: 0.6500
Epoch 7443/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2489 - acc: 0.9042 - val_loss: 1.4950 - val_acc: 0.6444
Epoch 7444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2487 - acc: 0.9014 - val_loss: 1.4945 - val_acc: 0.6444
Epoch 7445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2488 - acc: 0.9014 - val_loss: 1.4954 - val_acc: 0.6556
Epoch 7446/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2486 - acc: 0.9000 - val_loss: 1.4944 - val_acc: 0.6500
Epoch 7447/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2487 - acc: 0.9014 - val_loss: 1.4967 - val_acc: 0.6500
Epoch 7448/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2486 - acc: 0.9014 - val_loss: 1.4943 - val_acc: 0.6389
Epoch 7449/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2485 - acc: 0.9028 - val_loss: 1.4975 - val_acc: 0.6556
Epoch 7450/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2484 - acc: 0.9014 - val_loss: 1.4950 - val_acc: 0.6500
Epoch 7451/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2483 - acc: 0.9028 - val_loss: 1.4952 - val_acc: 0.6556
Epoch 7452/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2483 - acc: 0.9056 - val_loss: 1.4976 - val_acc: 0.6556
Epoch 7453/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2482 - acc: 0.9014 - val_loss: 1.4970 - val_acc: 0.6444
Epoch 7454/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2482 - acc: 0.9000 - val_loss: 1.4973 - val_acc: 0.6500
Epoch 7455/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2482 - acc: 0.9042 - val_loss: 1.4970 - val_acc: 0.6444
Epoch 7456/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2481 - acc: 0.9014 - val_loss: 1.4999 - val_acc: 0.6556
Epoch 7457/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2480 - acc: 0.9028 - val_loss: 1.4971 - val_acc: 0.6500
Epoch 7458/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2480 - acc: 0.9028 - val_loss: 1.4979 - val_acc: 0.6556
Epoch 7459/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2479 - acc: 0.9028 - val_loss: 1.4973 - val_acc: 0.6556
Epoch 7460/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2479 - acc: 0.9014 - val_loss: 1.4981 - val_acc: 0.6556
Epoch 7461/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2478 - acc: 0.9000 - val_loss: 1.4992 - val_acc: 0.6500
Epoch 7462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2478 - acc: 0.9014 - val_loss: 1.4984 - val_acc: 0.6500
Epoch 7463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2477 - acc: 0.9014 - val_loss: 1.4991 - val_acc: 0.6556
Epoch 7464/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2477 - acc: 0.9028 - val_loss: 1.4993 - val_acc: 0.6444
Epoch 7465/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2476 - acc: 0.9000 - val_loss: 1.5012 - val_acc: 0.6556
Epoch 7466/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2476 - acc: 0.9014 - val_loss: 1.4997 - val_acc: 0.6556
Epoch 7467/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2475 - acc: 0.9014 - val_loss: 1.5004 - val_acc: 0.6500
Epoch 7468/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2475 - acc: 0.9014 - val_loss: 1.4997 - val_acc: 0.6500
Epoch 7469/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2474 - acc: 0.9014 - val_loss: 1.5007 - val_acc: 0.6556
Epoch 7470/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2474 - acc: 0.9014 - val_loss: 1.5009 - val_acc: 0.6556
Epoch 7471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2473 - acc: 0.9014 - val_loss: 1.5006 - val_acc: 0.6500
Epoch 7472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2473 - acc: 0.9014 - val_loss: 1.5011 - val_acc: 0.6556
Epoch 7473/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2472 - acc: 0.9028 - val_loss: 1.5010 - val_acc: 0.6500
Epoch 7474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2472 - acc: 0.9014 - val_loss: 1.5011 - val_acc: 0.6500
Epoch 7475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2471 - acc: 0.9014 - val_loss: 1.5004 - val_acc: 0.6500
Epoch 7476/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2471 - acc: 0.9014 - val_loss: 1.5020 - val_acc: 0.6556
Epoch 7477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2471 - acc: 0.9028 - val_loss: 1.5017 - val_acc: 0.6500
Epoch 7478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2470 - acc: 0.9014 - val_loss: 1.5026 - val_acc: 0.6556
Epoch 7479/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2470 - acc: 0.9028 - val_loss: 1.5024 - val_acc: 0.6556
Epoch 7480/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2469 - acc: 0.9014 - val_loss: 1.5030 - val_acc: 0.6556
Epoch 7481/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2469 - acc: 0.9028 - val_loss: 1.5026 - val_acc: 0.6500
Epoch 7482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2468 - acc: 0.9014 - val_loss: 1.5031 - val_acc: 0.6556
Epoch 7483/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2468 - acc: 0.9014 - val_loss: 1.5029 - val_acc: 0.6556
Epoch 7484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2467 - acc: 0.9014 - val_loss: 1.5034 - val_acc: 0.6500
Epoch 7485/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2467 - acc: 0.9042 - val_loss: 1.5040 - val_acc: 0.6500
Epoch 7486/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2466 - acc: 0.9042 - val_loss: 1.5040 - val_acc: 0.6500
Epoch 7487/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2466 - acc: 0.9028 - val_loss: 1.5039 - val_acc: 0.6500
Epoch 7488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2465 - acc: 0.9014 - val_loss: 1.5040 - val_acc: 0.6500
Epoch 7489/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2465 - acc: 0.9014 - val_loss: 1.5046 - val_acc: 0.6500
Epoch 7490/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2464 - acc: 0.9028 - val_loss: 1.5043 - val_acc: 0.6500
Epoch 7491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2464 - acc: 0.9028 - val_loss: 1.5049 - val_acc: 0.6500
Epoch 7492/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2464 - acc: 0.9042 - val_loss: 1.5047 - val_acc: 0.6500
Epoch 7493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2463 - acc: 0.9028 - val_loss: 1.5053 - val_acc: 0.6500
Epoch 7494/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2463 - acc: 0.9042 - val_loss: 1.5050 - val_acc: 0.6500
Epoch 7495/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2462 - acc: 0.9028 - val_loss: 1.5057 - val_acc: 0.6556
Epoch 7496/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2462 - acc: 0.9042 - val_loss: 1.5055 - val_acc: 0.6500
Epoch 7497/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2461 - acc: 0.9028 - val_loss: 1.5064 - val_acc: 0.6500
Epoch 7498/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2461 - acc: 0.9056 - val_loss: 1.5061 - val_acc: 0.6500
Epoch 7499/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2460 - acc: 0.9042 - val_loss: 1.5068 - val_acc: 0.6556
Epoch 7500/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2460 - acc: 0.9042 - val_loss: 1.5064 - val_acc: 0.6500
Epoch 7501/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2460 - acc: 0.9042 - val_loss: 1.5073 - val_acc: 0.6556
Epoch 7502/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2459 - acc: 0.9056 - val_loss: 1.5067 - val_acc: 0.6500
Epoch 7503/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2459 - acc: 0.9042 - val_loss: 1.5077 - val_acc: 0.6500
Epoch 7504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2458 - acc: 0.9056 - val_loss: 1.5070 - val_acc: 0.6500
Epoch 7505/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2458 - acc: 0.9042 - val_loss: 1.5083 - val_acc: 0.6556
Epoch 7506/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2457 - acc: 0.9056 - val_loss: 1.5072 - val_acc: 0.6500
Epoch 7507/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2457 - acc: 0.9042 - val_loss: 1.5086 - val_acc: 0.6556
Epoch 7508/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2457 - acc: 0.9042 - val_loss: 1.5073 - val_acc: 0.6500
Epoch 7509/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2456 - acc: 0.9042 - val_loss: 1.5095 - val_acc: 0.6556
Epoch 7510/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2456 - acc: 0.9056 - val_loss: 1.5075 - val_acc: 0.6500
Epoch 7511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2456 - acc: 0.9056 - val_loss: 1.5103 - val_acc: 0.6556
Epoch 7512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2455 - acc: 0.9083 - val_loss: 1.5074 - val_acc: 0.6500
Epoch 7513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2455 - acc: 0.9056 - val_loss: 1.5114 - val_acc: 0.6556
Epoch 7514/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2455 - acc: 0.9069 - val_loss: 1.5071 - val_acc: 0.6389
Epoch 7515/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2456 - acc: 0.9056 - val_loss: 1.5130 - val_acc: 0.6556
Epoch 7516/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2457 - acc: 0.9056 - val_loss: 1.5063 - val_acc: 0.6333
Epoch 7517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2458 - acc: 0.9028 - val_loss: 1.5152 - val_acc: 0.6500
Epoch 7518/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2461 - acc: 0.9042 - val_loss: 1.5049 - val_acc: 0.6333
Epoch 7519/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2466 - acc: 0.9028 - val_loss: 1.5187 - val_acc: 0.6500
Epoch 7520/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2474 - acc: 0.9000 - val_loss: 1.5023 - val_acc: 0.6389
Epoch 7521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2487 - acc: 0.9000 - val_loss: 1.5249 - val_acc: 0.6500
Epoch 7522/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2510 - acc: 0.8958 - val_loss: 1.4985 - val_acc: 0.6278
Epoch 7523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2545 - acc: 0.8986 - val_loss: 1.5369 - val_acc: 0.6500
Epoch 7524/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2613 - acc: 0.8861 - val_loss: 1.4938 - val_acc: 0.6278
Epoch 7525/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2713 - acc: 0.8833 - val_loss: 1.5633 - val_acc: 0.6444
Epoch 7526/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2930 - acc: 0.8694 - val_loss: 1.4951 - val_acc: 0.6333
Epoch 7527/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3312 - acc: 0.8472 - val_loss: 1.6363 - val_acc: 0.6167
Epoch 7528/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4209 - acc: 0.7931 - val_loss: 1.5411 - val_acc: 0.6333
Epoch 7529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5922 - acc: 0.7292 - val_loss: 1.7176 - val_acc: 0.6222
Epoch 7530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5925 - acc: 0.7403 - val_loss: 1.5126 - val_acc: 0.6611
Epoch 7531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3613 - acc: 0.8347 - val_loss: 1.4836 - val_acc: 0.6444
Epoch 7532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3267 - acc: 0.8583 - val_loss: 1.6516 - val_acc: 0.6222
Epoch 7533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4854 - acc: 0.7694 - val_loss: 1.4672 - val_acc: 0.6389
Epoch 7534/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3475 - acc: 0.8333 - val_loss: 1.4375 - val_acc: 0.6500
Epoch 7535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3012 - acc: 0.8653 - val_loss: 1.5750 - val_acc: 0.6222
Epoch 7536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3892 - acc: 0.7958 - val_loss: 1.4144 - val_acc: 0.6667
Epoch 7537/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3238 - acc: 0.8556 - val_loss: 1.4329 - val_acc: 0.6667
Epoch 7538/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2868 - acc: 0.8792 - val_loss: 1.5452 - val_acc: 0.6278
Epoch 7539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3581 - acc: 0.8208 - val_loss: 1.4272 - val_acc: 0.6500
Epoch 7540/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3162 - acc: 0.8556 - val_loss: 1.4517 - val_acc: 0.6611
Epoch 7541/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2776 - acc: 0.8750 - val_loss: 1.5080 - val_acc: 0.6500
Epoch 7542/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3087 - acc: 0.8528 - val_loss: 1.4368 - val_acc: 0.6389
Epoch 7543/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3132 - acc: 0.8611 - val_loss: 1.4963 - val_acc: 0.6389
Epoch 7544/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2851 - acc: 0.8778 - val_loss: 1.4810 - val_acc: 0.6611
Epoch 7545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2678 - acc: 0.8792 - val_loss: 1.4432 - val_acc: 0.6667
Epoch 7546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2997 - acc: 0.8708 - val_loss: 1.5071 - val_acc: 0.6611
Epoch 7547/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2989 - acc: 0.8583 - val_loss: 1.4832 - val_acc: 0.6611
Epoch 7548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2726 - acc: 0.8847 - val_loss: 1.4683 - val_acc: 0.6278
Epoch 7549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2661 - acc: 0.8833 - val_loss: 1.4871 - val_acc: 0.6611
Epoch 7550/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2727 - acc: 0.8833 - val_loss: 1.4782 - val_acc: 0.6389
Epoch 7551/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2813 - acc: 0.8833 - val_loss: 1.4678 - val_acc: 0.6611
Epoch 7552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2598 - acc: 0.8875 - val_loss: 1.4808 - val_acc: 0.6444
Epoch 7553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2578 - acc: 0.8958 - val_loss: 1.5069 - val_acc: 0.6500
Epoch 7554/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2693 - acc: 0.8861 - val_loss: 1.5117 - val_acc: 0.6667
Epoch 7555/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2675 - acc: 0.8764 - val_loss: 1.4767 - val_acc: 0.6556
Epoch 7556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2600 - acc: 0.8958 - val_loss: 1.5066 - val_acc: 0.6667
Epoch 7557/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2552 - acc: 0.8917 - val_loss: 1.5207 - val_acc: 0.6556
Epoch 7558/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2592 - acc: 0.8931 - val_loss: 1.4907 - val_acc: 0.6278
Epoch 7559/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2627 - acc: 0.8861 - val_loss: 1.5232 - val_acc: 0.6500
Epoch 7560/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2592 - acc: 0.8861 - val_loss: 1.4977 - val_acc: 0.6778
Epoch 7561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2493 - acc: 0.9014 - val_loss: 1.4938 - val_acc: 0.6389
Epoch 7562/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2541 - acc: 0.8972 - val_loss: 1.5357 - val_acc: 0.6333
Epoch 7563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2557 - acc: 0.8931 - val_loss: 1.5140 - val_acc: 0.6444
Epoch 7564/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2528 - acc: 0.9028 - val_loss: 1.5159 - val_acc: 0.6500
Epoch 7565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2527 - acc: 0.8986 - val_loss: 1.5208 - val_acc: 0.6444
Epoch 7566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2488 - acc: 0.8958 - val_loss: 1.5051 - val_acc: 0.6500
Epoch 7567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2489 - acc: 0.8986 - val_loss: 1.5102 - val_acc: 0.6556
Epoch 7568/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2535 - acc: 0.8986 - val_loss: 1.5059 - val_acc: 0.6389
Epoch 7569/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2500 - acc: 0.8958 - val_loss: 1.5058 - val_acc: 0.6444
Epoch 7570/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2472 - acc: 0.9014 - val_loss: 1.4897 - val_acc: 0.6444
Epoch 7571/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2483 - acc: 0.9042 - val_loss: 1.5011 - val_acc: 0.6500
Epoch 7572/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2470 - acc: 0.9028 - val_loss: 1.5183 - val_acc: 0.6444
Epoch 7573/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2481 - acc: 0.9014 - val_loss: 1.4971 - val_acc: 0.6389
Epoch 7574/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2481 - acc: 0.9069 - val_loss: 1.5119 - val_acc: 0.6611
Epoch 7575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2453 - acc: 0.9056 - val_loss: 1.5137 - val_acc: 0.6556
Epoch 7576/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2457 - acc: 0.9000 - val_loss: 1.4992 - val_acc: 0.6389
Epoch 7577/15000
720/720 [==============================] - 0s 46us/step - loss: 0.2463 - acc: 0.9042 - val_loss: 1.5162 - val_acc: 0.6500
Epoch 7578/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2456 - acc: 0.9069 - val_loss: 1.5172 - val_acc: 0.6389
Epoch 7579/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2461 - acc: 0.9000 - val_loss: 1.5116 - val_acc: 0.6444
Epoch 7580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2451 - acc: 0.9056 - val_loss: 1.5083 - val_acc: 0.6500
Epoch 7581/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2444 - acc: 0.9069 - val_loss: 1.5156 - val_acc: 0.6444
Epoch 7582/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2448 - acc: 0.8958 - val_loss: 1.5149 - val_acc: 0.6500
Epoch 7583/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2447 - acc: 0.9028 - val_loss: 1.5076 - val_acc: 0.6444
Epoch 7584/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2445 - acc: 0.9042 - val_loss: 1.5170 - val_acc: 0.6500
Epoch 7585/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2446 - acc: 0.9014 - val_loss: 1.5075 - val_acc: 0.6500
Epoch 7586/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2439 - acc: 0.9069 - val_loss: 1.5075 - val_acc: 0.6500
Epoch 7587/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2437 - acc: 0.9083 - val_loss: 1.5161 - val_acc: 0.6444
Epoch 7588/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2441 - acc: 0.9042 - val_loss: 1.5085 - val_acc: 0.6500
Epoch 7589/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2438 - acc: 0.9028 - val_loss: 1.5100 - val_acc: 0.6500
Epoch 7590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2438 - acc: 0.9042 - val_loss: 1.5100 - val_acc: 0.6389
Epoch 7591/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2437 - acc: 0.9000 - val_loss: 1.5126 - val_acc: 0.6500
Epoch 7592/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2432 - acc: 0.9069 - val_loss: 1.5139 - val_acc: 0.6500
Epoch 7593/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2434 - acc: 0.9056 - val_loss: 1.5156 - val_acc: 0.6444
Epoch 7594/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2433 - acc: 0.9014 - val_loss: 1.5164 - val_acc: 0.6500
Epoch 7595/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2432 - acc: 0.9083 - val_loss: 1.5130 - val_acc: 0.6500
Epoch 7596/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2433 - acc: 0.9069 - val_loss: 1.5206 - val_acc: 0.6500
Epoch 7597/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2431 - acc: 0.9083 - val_loss: 1.5168 - val_acc: 0.6500
Epoch 7598/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2429 - acc: 0.9069 - val_loss: 1.5148 - val_acc: 0.6500
Epoch 7599/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2429 - acc: 0.9083 - val_loss: 1.5187 - val_acc: 0.6500
Epoch 7600/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2428 - acc: 0.9069 - val_loss: 1.5152 - val_acc: 0.6444
Epoch 7601/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2428 - acc: 0.9069 - val_loss: 1.5171 - val_acc: 0.6500
Epoch 7602/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2428 - acc: 0.9083 - val_loss: 1.5186 - val_acc: 0.6444
Epoch 7603/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2427 - acc: 0.9042 - val_loss: 1.5201 - val_acc: 0.6500
Epoch 7604/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2425 - acc: 0.9056 - val_loss: 1.5170 - val_acc: 0.6500
Epoch 7605/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2425 - acc: 0.9069 - val_loss: 1.5189 - val_acc: 0.6500
Epoch 7606/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2424 - acc: 0.9097 - val_loss: 1.5205 - val_acc: 0.6500
Epoch 7607/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2424 - acc: 0.9069 - val_loss: 1.5165 - val_acc: 0.6500
Epoch 7608/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2424 - acc: 0.9069 - val_loss: 1.5201 - val_acc: 0.6500
Epoch 7609/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2423 - acc: 0.9083 - val_loss: 1.5187 - val_acc: 0.6500
Epoch 7610/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2422 - acc: 0.9056 - val_loss: 1.5184 - val_acc: 0.6500
Epoch 7611/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2422 - acc: 0.9083 - val_loss: 1.5204 - val_acc: 0.6500
Epoch 7612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2421 - acc: 0.9069 - val_loss: 1.5213 - val_acc: 0.6500
Epoch 7613/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2420 - acc: 0.9069 - val_loss: 1.5203 - val_acc: 0.6500
Epoch 7614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2420 - acc: 0.9083 - val_loss: 1.5193 - val_acc: 0.6500
Epoch 7615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2420 - acc: 0.9083 - val_loss: 1.5219 - val_acc: 0.6500
Epoch 7616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2419 - acc: 0.9083 - val_loss: 1.5203 - val_acc: 0.6500
Epoch 7617/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2419 - acc: 0.9083 - val_loss: 1.5221 - val_acc: 0.6500
Epoch 7618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2418 - acc: 0.9097 - val_loss: 1.5217 - val_acc: 0.6500
Epoch 7619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2418 - acc: 0.9069 - val_loss: 1.5211 - val_acc: 0.6500
Epoch 7620/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2417 - acc: 0.9083 - val_loss: 1.5227 - val_acc: 0.6500
Epoch 7621/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2417 - acc: 0.9069 - val_loss: 1.5222 - val_acc: 0.6500
Epoch 7622/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2416 - acc: 0.9069 - val_loss: 1.5223 - val_acc: 0.6500
Epoch 7623/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2416 - acc: 0.9083 - val_loss: 1.5218 - val_acc: 0.6500
Epoch 7624/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2415 - acc: 0.9083 - val_loss: 1.5229 - val_acc: 0.6500
Epoch 7625/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2415 - acc: 0.9097 - val_loss: 1.5221 - val_acc: 0.6500
Epoch 7626/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2414 - acc: 0.9083 - val_loss: 1.5236 - val_acc: 0.6500
Epoch 7627/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2414 - acc: 0.9097 - val_loss: 1.5238 - val_acc: 0.6500
Epoch 7628/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2413 - acc: 0.9083 - val_loss: 1.5230 - val_acc: 0.6500
Epoch 7629/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2413 - acc: 0.9083 - val_loss: 1.5242 - val_acc: 0.6500
Epoch 7630/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2413 - acc: 0.9083 - val_loss: 1.5238 - val_acc: 0.6500
Epoch 7631/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2412 - acc: 0.9083 - val_loss: 1.5242 - val_acc: 0.6500
Epoch 7632/15000
720/720 [==============================] - 0s 16us/step - loss: 0.2412 - acc: 0.9097 - val_loss: 1.5243 - val_acc: 0.6500
Epoch 7633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2411 - acc: 0.9083 - val_loss: 1.5251 - val_acc: 0.6500
Epoch 7634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2411 - acc: 0.9111 - val_loss: 1.5244 - val_acc: 0.6500
Epoch 7635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2410 - acc: 0.9083 - val_loss: 1.5256 - val_acc: 0.6500
Epoch 7636/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2410 - acc: 0.9083 - val_loss: 1.5262 - val_acc: 0.6500
Epoch 7637/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2410 - acc: 0.9083 - val_loss: 1.5256 - val_acc: 0.6500
Epoch 7638/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2409 - acc: 0.9083 - val_loss: 1.5261 - val_acc: 0.6500
Epoch 7639/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2409 - acc: 0.9083 - val_loss: 1.5262 - val_acc: 0.6500
Epoch 7640/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2408 - acc: 0.9083 - val_loss: 1.5267 - val_acc: 0.6500
Epoch 7641/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2408 - acc: 0.9097 - val_loss: 1.5268 - val_acc: 0.6500
Epoch 7642/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2407 - acc: 0.9083 - val_loss: 1.5274 - val_acc: 0.6500
Epoch 7643/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2407 - acc: 0.9083 - val_loss: 1.5269 - val_acc: 0.6500
Epoch 7644/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2407 - acc: 0.9083 - val_loss: 1.5277 - val_acc: 0.6500
Epoch 7645/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2406 - acc: 0.9083 - val_loss: 1.5278 - val_acc: 0.6500
Epoch 7646/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2406 - acc: 0.9083 - val_loss: 1.5278 - val_acc: 0.6500
Epoch 7647/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2405 - acc: 0.9083 - val_loss: 1.5282 - val_acc: 0.6500
Epoch 7648/15000
720/720 [==============================] - 0s 27us/step - loss: 0.2405 - acc: 0.9083 - val_loss: 1.5283 - val_acc: 0.6500
Epoch 7649/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2405 - acc: 0.9083 - val_loss: 1.5286 - val_acc: 0.6500
Epoch 7650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2404 - acc: 0.9097 - val_loss: 1.5287 - val_acc: 0.6500
Epoch 7651/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2404 - acc: 0.9083 - val_loss: 1.5291 - val_acc: 0.6500
Epoch 7652/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2403 - acc: 0.9083 - val_loss: 1.5289 - val_acc: 0.6500
Epoch 7653/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2403 - acc: 0.9083 - val_loss: 1.5296 - val_acc: 0.6500
Epoch 7654/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2402 - acc: 0.9083 - val_loss: 1.5295 - val_acc: 0.6500
Epoch 7655/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2402 - acc: 0.9083 - val_loss: 1.5299 - val_acc: 0.6500
Epoch 7656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2402 - acc: 0.9097 - val_loss: 1.5301 - val_acc: 0.6500
Epoch 7657/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2401 - acc: 0.9083 - val_loss: 1.5304 - val_acc: 0.6500
Epoch 7658/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2401 - acc: 0.9097 - val_loss: 1.5303 - val_acc: 0.6500
Epoch 7659/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2400 - acc: 0.9083 - val_loss: 1.5309 - val_acc: 0.6500
Epoch 7660/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2400 - acc: 0.9097 - val_loss: 1.5309 - val_acc: 0.6500
Epoch 7661/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2399 - acc: 0.9097 - val_loss: 1.5310 - val_acc: 0.6500
Epoch 7662/15000
720/720 [==============================] - 0s 33us/step - loss: 0.2399 - acc: 0.9097 - val_loss: 1.5313 - val_acc: 0.6500
Epoch 7663/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2399 - acc: 0.9097 - val_loss: 1.5315 - val_acc: 0.6500
Epoch 7664/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2398 - acc: 0.9097 - val_loss: 1.5317 - val_acc: 0.6500
Epoch 7665/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2398 - acc: 0.9097 - val_loss: 1.5319 - val_acc: 0.6500
Epoch 7666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2397 - acc: 0.9097 - val_loss: 1.5320 - val_acc: 0.6500
Epoch 7667/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2397 - acc: 0.9111 - val_loss: 1.5321 - val_acc: 0.6500
Epoch 7668/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2397 - acc: 0.9097 - val_loss: 1.5325 - val_acc: 0.6500
Epoch 7669/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2396 - acc: 0.9097 - val_loss: 1.5325 - val_acc: 0.6500
Epoch 7670/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2396 - acc: 0.9097 - val_loss: 1.5329 - val_acc: 0.6500
Epoch 7671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2395 - acc: 0.9111 - val_loss: 1.5329 - val_acc: 0.6500
Epoch 7672/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2395 - acc: 0.9097 - val_loss: 1.5333 - val_acc: 0.6500
Epoch 7673/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2394 - acc: 0.9111 - val_loss: 1.5334 - val_acc: 0.6500
Epoch 7674/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2394 - acc: 0.9097 - val_loss: 1.5338 - val_acc: 0.6500
Epoch 7675/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2394 - acc: 0.9111 - val_loss: 1.5337 - val_acc: 0.6500
Epoch 7676/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2393 - acc: 0.9097 - val_loss: 1.5342 - val_acc: 0.6500
Epoch 7677/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2393 - acc: 0.9111 - val_loss: 1.5341 - val_acc: 0.6500
Epoch 7678/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2392 - acc: 0.9097 - val_loss: 1.5346 - val_acc: 0.6500
Epoch 7679/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2392 - acc: 0.9111 - val_loss: 1.5345 - val_acc: 0.6500
Epoch 7680/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2392 - acc: 0.9097 - val_loss: 1.5351 - val_acc: 0.6500
Epoch 7681/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2391 - acc: 0.9111 - val_loss: 1.5349 - val_acc: 0.6500
Epoch 7682/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2391 - acc: 0.9097 - val_loss: 1.5356 - val_acc: 0.6500
Epoch 7683/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2390 - acc: 0.9111 - val_loss: 1.5352 - val_acc: 0.6500
Epoch 7684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2390 - acc: 0.9097 - val_loss: 1.5360 - val_acc: 0.6500
Epoch 7685/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2390 - acc: 0.9111 - val_loss: 1.5355 - val_acc: 0.6500
Epoch 7686/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2389 - acc: 0.9097 - val_loss: 1.5366 - val_acc: 0.6500
Epoch 7687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2389 - acc: 0.9111 - val_loss: 1.5357 - val_acc: 0.6500
Epoch 7688/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2388 - acc: 0.9097 - val_loss: 1.5373 - val_acc: 0.6500
Epoch 7689/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2388 - acc: 0.9111 - val_loss: 1.5359 - val_acc: 0.6500
Epoch 7690/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2388 - acc: 0.9097 - val_loss: 1.5380 - val_acc: 0.6500
Epoch 7691/15000
720/720 [==============================] - 0s 38us/step - loss: 0.2388 - acc: 0.9111 - val_loss: 1.5359 - val_acc: 0.6500
Epoch 7692/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2387 - acc: 0.9083 - val_loss: 1.5390 - val_acc: 0.6500
Epoch 7693/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2387 - acc: 0.9097 - val_loss: 1.5356 - val_acc: 0.6500
Epoch 7694/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2388 - acc: 0.9069 - val_loss: 1.5403 - val_acc: 0.6500
Epoch 7695/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2388 - acc: 0.9097 - val_loss: 1.5349 - val_acc: 0.6444
Epoch 7696/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2390 - acc: 0.9069 - val_loss: 1.5423 - val_acc: 0.6556
Epoch 7697/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2392 - acc: 0.9111 - val_loss: 1.5336 - val_acc: 0.6389
Epoch 7698/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2396 - acc: 0.9056 - val_loss: 1.5456 - val_acc: 0.6500
Epoch 7699/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2404 - acc: 0.9083 - val_loss: 1.5312 - val_acc: 0.6333
Epoch 7700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2416 - acc: 0.9028 - val_loss: 1.5515 - val_acc: 0.6444
Epoch 7701/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2440 - acc: 0.9042 - val_loss: 1.5274 - val_acc: 0.6278
Epoch 7702/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2476 - acc: 0.8986 - val_loss: 1.5636 - val_acc: 0.6500
Epoch 7703/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2551 - acc: 0.8889 - val_loss: 1.5231 - val_acc: 0.6333
Epoch 7704/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2664 - acc: 0.8875 - val_loss: 1.5910 - val_acc: 0.6333
Epoch 7705/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2935 - acc: 0.8639 - val_loss: 1.5277 - val_acc: 0.6222
Epoch 7706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3461 - acc: 0.8417 - val_loss: 1.6901 - val_acc: 0.6167
Epoch 7707/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4856 - acc: 0.7639 - val_loss: 1.5938 - val_acc: 0.6222
Epoch 7708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7179 - acc: 0.6931 - val_loss: 1.7145 - val_acc: 0.6222
Epoch 7709/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5249 - acc: 0.7694 - val_loss: 1.5433 - val_acc: 0.6667
Epoch 7710/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2986 - acc: 0.8681 - val_loss: 1.5321 - val_acc: 0.6389
Epoch 7711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4312 - acc: 0.8028 - val_loss: 1.6779 - val_acc: 0.5944
Epoch 7712/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5285 - acc: 0.7500 - val_loss: 1.4712 - val_acc: 0.6611
Epoch 7713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3275 - acc: 0.8417 - val_loss: 1.4488 - val_acc: 0.6389
Epoch 7714/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3900 - acc: 0.8056 - val_loss: 1.6269 - val_acc: 0.6167
Epoch 7715/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4679 - acc: 0.7722 - val_loss: 1.4499 - val_acc: 0.6722
Epoch 7716/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3027 - acc: 0.8750 - val_loss: 1.4224 - val_acc: 0.6500
Epoch 7717/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4349 - acc: 0.8000 - val_loss: 1.5943 - val_acc: 0.5944
Epoch 7718/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3935 - acc: 0.8028 - val_loss: 1.4430 - val_acc: 0.6833
Epoch 7719/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3396 - acc: 0.8444 - val_loss: 1.4170 - val_acc: 0.6500
Epoch 7720/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3678 - acc: 0.8264 - val_loss: 1.5287 - val_acc: 0.6056
Epoch 7721/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3499 - acc: 0.8292 - val_loss: 1.4247 - val_acc: 0.6500
Epoch 7722/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3101 - acc: 0.8625 - val_loss: 1.3763 - val_acc: 0.6222
Epoch 7723/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3554 - acc: 0.8417 - val_loss: 1.4959 - val_acc: 0.6278
Epoch 7724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3299 - acc: 0.8417 - val_loss: 1.4350 - val_acc: 0.6778
Epoch 7725/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2749 - acc: 0.8736 - val_loss: 1.4279 - val_acc: 0.6556
Epoch 7726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3325 - acc: 0.8444 - val_loss: 1.5201 - val_acc: 0.6333
Epoch 7727/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3008 - acc: 0.8653 - val_loss: 1.5102 - val_acc: 0.6389
Epoch 7728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2908 - acc: 0.8708 - val_loss: 1.4903 - val_acc: 0.6611
Epoch 7729/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2927 - acc: 0.8792 - val_loss: 1.5164 - val_acc: 0.6556
Epoch 7730/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2871 - acc: 0.8722 - val_loss: 1.4824 - val_acc: 0.6444
Epoch 7731/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2912 - acc: 0.8667 - val_loss: 1.4724 - val_acc: 0.6500
Epoch 7732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2596 - acc: 0.8986 - val_loss: 1.4979 - val_acc: 0.6722
Epoch 7733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2821 - acc: 0.8764 - val_loss: 1.5374 - val_acc: 0.6444
Epoch 7734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2715 - acc: 0.8806 - val_loss: 1.5243 - val_acc: 0.6389
Epoch 7735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2558 - acc: 0.8917 - val_loss: 1.5022 - val_acc: 0.6722
Epoch 7736/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2721 - acc: 0.8792 - val_loss: 1.5047 - val_acc: 0.6500
Epoch 7737/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2564 - acc: 0.8903 - val_loss: 1.5470 - val_acc: 0.6556
Epoch 7738/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2801 - acc: 0.8764 - val_loss: 1.4982 - val_acc: 0.6611
Epoch 7739/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2578 - acc: 0.8917 - val_loss: 1.4846 - val_acc: 0.6556
Epoch 7740/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2638 - acc: 0.8903 - val_loss: 1.5183 - val_acc: 0.6333
Epoch 7741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2636 - acc: 0.8847 - val_loss: 1.5198 - val_acc: 0.6556
Epoch 7742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2518 - acc: 0.9000 - val_loss: 1.5026 - val_acc: 0.6611
Epoch 7743/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2583 - acc: 0.8972 - val_loss: 1.5266 - val_acc: 0.6444
Epoch 7744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2505 - acc: 0.8986 - val_loss: 1.5229 - val_acc: 0.6389
Epoch 7745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2547 - acc: 0.8889 - val_loss: 1.5260 - val_acc: 0.6667
Epoch 7746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2544 - acc: 0.8958 - val_loss: 1.5241 - val_acc: 0.6556
Epoch 7747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2449 - acc: 0.9042 - val_loss: 1.5285 - val_acc: 0.6222
Epoch 7748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2511 - acc: 0.8958 - val_loss: 1.5199 - val_acc: 0.6611
Epoch 7749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2472 - acc: 0.9042 - val_loss: 1.4990 - val_acc: 0.6500
Epoch 7750/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2497 - acc: 0.9028 - val_loss: 1.5328 - val_acc: 0.6500
Epoch 7751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2486 - acc: 0.8958 - val_loss: 1.5167 - val_acc: 0.6722
Epoch 7752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2420 - acc: 0.9056 - val_loss: 1.5033 - val_acc: 0.6500
Epoch 7753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2470 - acc: 0.9111 - val_loss: 1.5347 - val_acc: 0.6444
Epoch 7754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2438 - acc: 0.9000 - val_loss: 1.5314 - val_acc: 0.6444
Epoch 7755/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2463 - acc: 0.9000 - val_loss: 1.5234 - val_acc: 0.6722
Epoch 7756/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2456 - acc: 0.9000 - val_loss: 1.5203 - val_acc: 0.6611
Epoch 7757/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2407 - acc: 0.9042 - val_loss: 1.5295 - val_acc: 0.6500
Epoch 7758/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2451 - acc: 0.9028 - val_loss: 1.5333 - val_acc: 0.6500
Epoch 7759/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2422 - acc: 0.9056 - val_loss: 1.5259 - val_acc: 0.6444
Epoch 7760/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2433 - acc: 0.9083 - val_loss: 1.5487 - val_acc: 0.6500
Epoch 7761/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2424 - acc: 0.9014 - val_loss: 1.5346 - val_acc: 0.6500
Epoch 7762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2390 - acc: 0.9069 - val_loss: 1.5246 - val_acc: 0.6611
Epoch 7763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2421 - acc: 0.9028 - val_loss: 1.5393 - val_acc: 0.6444
Epoch 7764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2399 - acc: 0.9014 - val_loss: 1.5292 - val_acc: 0.6500
Epoch 7765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2410 - acc: 0.9097 - val_loss: 1.5241 - val_acc: 0.6667
Epoch 7766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2404 - acc: 0.9097 - val_loss: 1.5255 - val_acc: 0.6500
Epoch 7767/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2382 - acc: 0.9083 - val_loss: 1.5307 - val_acc: 0.6389
Epoch 7768/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2406 - acc: 0.8986 - val_loss: 1.5318 - val_acc: 0.6500
Epoch 7769/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2389 - acc: 0.9111 - val_loss: 1.5249 - val_acc: 0.6500
Epoch 7770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2396 - acc: 0.9111 - val_loss: 1.5399 - val_acc: 0.6444
Epoch 7771/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2389 - acc: 0.9042 - val_loss: 1.5338 - val_acc: 0.6500
Epoch 7772/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2377 - acc: 0.9069 - val_loss: 1.5252 - val_acc: 0.6556
Epoch 7773/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2389 - acc: 0.9097 - val_loss: 1.5376 - val_acc: 0.6444
Epoch 7774/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2382 - acc: 0.9028 - val_loss: 1.5344 - val_acc: 0.6500
Epoch 7775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2384 - acc: 0.9042 - val_loss: 1.5341 - val_acc: 0.6500
Epoch 7776/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2380 - acc: 0.9097 - val_loss: 1.5332 - val_acc: 0.6444
Epoch 7777/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2372 - acc: 0.9056 - val_loss: 1.5352 - val_acc: 0.6444
Epoch 7778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2379 - acc: 0.9042 - val_loss: 1.5354 - val_acc: 0.6500
Epoch 7779/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2376 - acc: 0.9097 - val_loss: 1.5317 - val_acc: 0.6500
Epoch 7780/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2376 - acc: 0.9125 - val_loss: 1.5436 - val_acc: 0.6500
Epoch 7781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2375 - acc: 0.9042 - val_loss: 1.5372 - val_acc: 0.6500
Epoch 7782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2367 - acc: 0.9097 - val_loss: 1.5337 - val_acc: 0.6500
Epoch 7783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2372 - acc: 0.9125 - val_loss: 1.5435 - val_acc: 0.6500
Epoch 7784/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2370 - acc: 0.9083 - val_loss: 1.5393 - val_acc: 0.6500
Epoch 7785/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2369 - acc: 0.9042 - val_loss: 1.5382 - val_acc: 0.6500
Epoch 7786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2370 - acc: 0.9125 - val_loss: 1.5377 - val_acc: 0.6556
Epoch 7787/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2364 - acc: 0.9097 - val_loss: 1.5421 - val_acc: 0.6500
Epoch 7788/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2366 - acc: 0.9069 - val_loss: 1.5401 - val_acc: 0.6500
Epoch 7789/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2365 - acc: 0.9111 - val_loss: 1.5370 - val_acc: 0.6500
Epoch 7790/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2365 - acc: 0.9111 - val_loss: 1.5434 - val_acc: 0.6500
Epoch 7791/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2366 - acc: 0.9083 - val_loss: 1.5386 - val_acc: 0.6556
Epoch 7792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2362 - acc: 0.9139 - val_loss: 1.5407 - val_acc: 0.6500
Epoch 7793/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2362 - acc: 0.9125 - val_loss: 1.5444 - val_acc: 0.6500
Epoch 7794/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2361 - acc: 0.9097 - val_loss: 1.5416 - val_acc: 0.6444
Epoch 7795/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2360 - acc: 0.9097 - val_loss: 1.5422 - val_acc: 0.6500
Epoch 7796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2361 - acc: 0.9111 - val_loss: 1.5427 - val_acc: 0.6500
Epoch 7797/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2359 - acc: 0.9111 - val_loss: 1.5457 - val_acc: 0.6500
Epoch 7798/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2359 - acc: 0.9097 - val_loss: 1.5417 - val_acc: 0.6500
Epoch 7799/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2358 - acc: 0.9111 - val_loss: 1.5421 - val_acc: 0.6500
Epoch 7800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2357 - acc: 0.9125 - val_loss: 1.5452 - val_acc: 0.6500
Epoch 7801/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2357 - acc: 0.9125 - val_loss: 1.5420 - val_acc: 0.6500
Epoch 7802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2357 - acc: 0.9139 - val_loss: 1.5439 - val_acc: 0.6500
Epoch 7803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2356 - acc: 0.9111 - val_loss: 1.5437 - val_acc: 0.6500
Epoch 7804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2356 - acc: 0.9083 - val_loss: 1.5440 - val_acc: 0.6500
Epoch 7805/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2354 - acc: 0.9125 - val_loss: 1.5438 - val_acc: 0.6500
Epoch 7806/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2354 - acc: 0.9125 - val_loss: 1.5445 - val_acc: 0.6500
Epoch 7807/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2354 - acc: 0.9111 - val_loss: 1.5456 - val_acc: 0.6500
Epoch 7808/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2353 - acc: 0.9125 - val_loss: 1.5436 - val_acc: 0.6500
Epoch 7809/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2353 - acc: 0.9125 - val_loss: 1.5465 - val_acc: 0.6500
Epoch 7810/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2352 - acc: 0.9125 - val_loss: 1.5455 - val_acc: 0.6500
Epoch 7811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2352 - acc: 0.9125 - val_loss: 1.5443 - val_acc: 0.6500
Epoch 7812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2351 - acc: 0.9125 - val_loss: 1.5451 - val_acc: 0.6500
Epoch 7813/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2351 - acc: 0.9125 - val_loss: 1.5456 - val_acc: 0.6500
Epoch 7814/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2351 - acc: 0.9125 - val_loss: 1.5462 - val_acc: 0.6500
Epoch 7815/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2350 - acc: 0.9125 - val_loss: 1.5452 - val_acc: 0.6500
Epoch 7816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2350 - acc: 0.9125 - val_loss: 1.5471 - val_acc: 0.6500
Epoch 7817/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2349 - acc: 0.9125 - val_loss: 1.5467 - val_acc: 0.6500
Epoch 7818/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2349 - acc: 0.9125 - val_loss: 1.5474 - val_acc: 0.6500
Epoch 7819/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2348 - acc: 0.9125 - val_loss: 1.5481 - val_acc: 0.6500
Epoch 7820/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2348 - acc: 0.9125 - val_loss: 1.5470 - val_acc: 0.6500
Epoch 7821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2347 - acc: 0.9125 - val_loss: 1.5477 - val_acc: 0.6500
Epoch 7822/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2347 - acc: 0.9125 - val_loss: 1.5479 - val_acc: 0.6500
Epoch 7823/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2347 - acc: 0.9125 - val_loss: 1.5487 - val_acc: 0.6500
Epoch 7824/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2346 - acc: 0.9125 - val_loss: 1.5478 - val_acc: 0.6500
Epoch 7825/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2346 - acc: 0.9125 - val_loss: 1.5488 - val_acc: 0.6500
Epoch 7826/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2345 - acc: 0.9125 - val_loss: 1.5495 - val_acc: 0.6500
Epoch 7827/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2345 - acc: 0.9125 - val_loss: 1.5491 - val_acc: 0.6500
Epoch 7828/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2345 - acc: 0.9125 - val_loss: 1.5500 - val_acc: 0.6500
Epoch 7829/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2344 - acc: 0.9125 - val_loss: 1.5497 - val_acc: 0.6500
Epoch 7830/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2344 - acc: 0.9125 - val_loss: 1.5500 - val_acc: 0.6500
Epoch 7831/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2343 - acc: 0.9125 - val_loss: 1.5500 - val_acc: 0.6500
Epoch 7832/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2343 - acc: 0.9125 - val_loss: 1.5507 - val_acc: 0.6500
Epoch 7833/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2343 - acc: 0.9125 - val_loss: 1.5504 - val_acc: 0.6500
Epoch 7834/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2342 - acc: 0.9139 - val_loss: 1.5507 - val_acc: 0.6500
Epoch 7835/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2342 - acc: 0.9139 - val_loss: 1.5515 - val_acc: 0.6500
Epoch 7836/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2341 - acc: 0.9139 - val_loss: 1.5511 - val_acc: 0.6500
Epoch 7837/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2341 - acc: 0.9139 - val_loss: 1.5516 - val_acc: 0.6500
Epoch 7838/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2341 - acc: 0.9125 - val_loss: 1.5518 - val_acc: 0.6500
Epoch 7839/15000
720/720 [==============================] - 0s 31us/step - loss: 0.2340 - acc: 0.9139 - val_loss: 1.5522 - val_acc: 0.6500
Epoch 7840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2340 - acc: 0.9125 - val_loss: 1.5521 - val_acc: 0.6500
Epoch 7841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2339 - acc: 0.9139 - val_loss: 1.5527 - val_acc: 0.6500
Epoch 7842/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2339 - acc: 0.9125 - val_loss: 1.5529 - val_acc: 0.6500
Epoch 7843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2338 - acc: 0.9139 - val_loss: 1.5530 - val_acc: 0.6500
Epoch 7844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2338 - acc: 0.9139 - val_loss: 1.5535 - val_acc: 0.6500
Epoch 7845/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2338 - acc: 0.9139 - val_loss: 1.5535 - val_acc: 0.6500
Epoch 7846/15000
720/720 [==============================] - 0s 23us/step - loss: 0.2337 - acc: 0.9139 - val_loss: 1.5537 - val_acc: 0.6500
Epoch 7847/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2337 - acc: 0.9139 - val_loss: 1.5539 - val_acc: 0.6500
Epoch 7848/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2336 - acc: 0.9139 - val_loss: 1.5544 - val_acc: 0.6500
Epoch 7849/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2336 - acc: 0.9139 - val_loss: 1.5543 - val_acc: 0.6500
Epoch 7850/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2336 - acc: 0.9139 - val_loss: 1.5547 - val_acc: 0.6500
Epoch 7851/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2335 - acc: 0.9139 - val_loss: 1.5549 - val_acc: 0.6500
Epoch 7852/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2335 - acc: 0.9139 - val_loss: 1.5550 - val_acc: 0.6500
Epoch 7853/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2334 - acc: 0.9139 - val_loss: 1.5552 - val_acc: 0.6500
Epoch 7854/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2334 - acc: 0.9139 - val_loss: 1.5555 - val_acc: 0.6500
Epoch 7855/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2334 - acc: 0.9139 - val_loss: 1.5557 - val_acc: 0.6500
Epoch 7856/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2333 - acc: 0.9139 - val_loss: 1.5557 - val_acc: 0.6500
Epoch 7857/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2333 - acc: 0.9139 - val_loss: 1.5562 - val_acc: 0.6500
Epoch 7858/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2332 - acc: 0.9139 - val_loss: 1.5562 - val_acc: 0.6500
Epoch 7859/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2332 - acc: 0.9139 - val_loss: 1.5565 - val_acc: 0.6500
Epoch 7860/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2332 - acc: 0.9139 - val_loss: 1.5567 - val_acc: 0.6500
Epoch 7861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2331 - acc: 0.9139 - val_loss: 1.5569 - val_acc: 0.6500
Epoch 7862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2331 - acc: 0.9139 - val_loss: 1.5570 - val_acc: 0.6500
Epoch 7863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2331 - acc: 0.9139 - val_loss: 1.5573 - val_acc: 0.6500
Epoch 7864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2330 - acc: 0.9139 - val_loss: 1.5575 - val_acc: 0.6500
Epoch 7865/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2330 - acc: 0.9139 - val_loss: 1.5576 - val_acc: 0.6500
Epoch 7866/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2329 - acc: 0.9139 - val_loss: 1.5579 - val_acc: 0.6500
Epoch 7867/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2329 - acc: 0.9139 - val_loss: 1.5581 - val_acc: 0.6500
Epoch 7868/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2329 - acc: 0.9139 - val_loss: 1.5583 - val_acc: 0.6500
Epoch 7869/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2328 - acc: 0.9139 - val_loss: 1.5584 - val_acc: 0.6500
Epoch 7870/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2328 - acc: 0.9139 - val_loss: 1.5587 - val_acc: 0.6500
Epoch 7871/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2327 - acc: 0.9139 - val_loss: 1.5588 - val_acc: 0.6500
Epoch 7872/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2327 - acc: 0.9139 - val_loss: 1.5591 - val_acc: 0.6500
Epoch 7873/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2327 - acc: 0.9139 - val_loss: 1.5593 - val_acc: 0.6500
Epoch 7874/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2326 - acc: 0.9139 - val_loss: 1.5595 - val_acc: 0.6500
Epoch 7875/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2326 - acc: 0.9139 - val_loss: 1.5597 - val_acc: 0.6500
Epoch 7876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2325 - acc: 0.9139 - val_loss: 1.5599 - val_acc: 0.6500
Epoch 7877/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2325 - acc: 0.9139 - val_loss: 1.5600 - val_acc: 0.6500
Epoch 7878/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2325 - acc: 0.9139 - val_loss: 1.5603 - val_acc: 0.6500
Epoch 7879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2324 - acc: 0.9139 - val_loss: 1.5604 - val_acc: 0.6500
Epoch 7880/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2324 - acc: 0.9139 - val_loss: 1.5606 - val_acc: 0.6500
Epoch 7881/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2323 - acc: 0.9139 - val_loss: 1.5608 - val_acc: 0.6500
Epoch 7882/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2323 - acc: 0.9139 - val_loss: 1.5611 - val_acc: 0.6500
Epoch 7883/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2323 - acc: 0.9139 - val_loss: 1.5612 - val_acc: 0.6500
Epoch 7884/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2322 - acc: 0.9139 - val_loss: 1.5614 - val_acc: 0.6500
Epoch 7885/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2322 - acc: 0.9139 - val_loss: 1.5616 - val_acc: 0.6500
Epoch 7886/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2321 - acc: 0.9139 - val_loss: 1.5618 - val_acc: 0.6500
Epoch 7887/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2321 - acc: 0.9139 - val_loss: 1.5620 - val_acc: 0.6500
Epoch 7888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2321 - acc: 0.9139 - val_loss: 1.5622 - val_acc: 0.6500
Epoch 7889/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2320 - acc: 0.9139 - val_loss: 1.5624 - val_acc: 0.6500
Epoch 7890/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2320 - acc: 0.9139 - val_loss: 1.5626 - val_acc: 0.6500
Epoch 7891/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2319 - acc: 0.9139 - val_loss: 1.5628 - val_acc: 0.6500
Epoch 7892/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2319 - acc: 0.9139 - val_loss: 1.5630 - val_acc: 0.6500
Epoch 7893/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2319 - acc: 0.9139 - val_loss: 1.5632 - val_acc: 0.6500
Epoch 7894/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2318 - acc: 0.9139 - val_loss: 1.5634 - val_acc: 0.6500
Epoch 7895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2318 - acc: 0.9139 - val_loss: 1.5636 - val_acc: 0.6500
Epoch 7896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9139 - val_loss: 1.5637 - val_acc: 0.6500
Epoch 7897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9139 - val_loss: 1.5640 - val_acc: 0.6500
Epoch 7898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9139 - val_loss: 1.5641 - val_acc: 0.6500
Epoch 7899/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2316 - acc: 0.9139 - val_loss: 1.5644 - val_acc: 0.6500
Epoch 7900/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2316 - acc: 0.9139 - val_loss: 1.5645 - val_acc: 0.6500
Epoch 7901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2316 - acc: 0.9139 - val_loss: 1.5648 - val_acc: 0.6500
Epoch 7902/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2315 - acc: 0.9139 - val_loss: 1.5648 - val_acc: 0.6500
Epoch 7903/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2315 - acc: 0.9139 - val_loss: 1.5652 - val_acc: 0.6500
Epoch 7904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2314 - acc: 0.9139 - val_loss: 1.5652 - val_acc: 0.6500
Epoch 7905/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2314 - acc: 0.9139 - val_loss: 1.5656 - val_acc: 0.6500
Epoch 7906/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2314 - acc: 0.9139 - val_loss: 1.5655 - val_acc: 0.6500
Epoch 7907/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2313 - acc: 0.9139 - val_loss: 1.5660 - val_acc: 0.6500
Epoch 7908/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2313 - acc: 0.9139 - val_loss: 1.5658 - val_acc: 0.6500
Epoch 7909/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2312 - acc: 0.9139 - val_loss: 1.5665 - val_acc: 0.6500
Epoch 7910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2312 - acc: 0.9139 - val_loss: 1.5661 - val_acc: 0.6500
Epoch 7911/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2312 - acc: 0.9139 - val_loss: 1.5671 - val_acc: 0.6500
Epoch 7912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5662 - val_acc: 0.6500
Epoch 7913/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5678 - val_acc: 0.6500
Epoch 7914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5662 - val_acc: 0.6500
Epoch 7915/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5688 - val_acc: 0.6500
Epoch 7916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5658 - val_acc: 0.6500
Epoch 7917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2311 - acc: 0.9139 - val_loss: 1.5702 - val_acc: 0.6500
Epoch 7918/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2312 - acc: 0.9153 - val_loss: 1.5650 - val_acc: 0.6444
Epoch 7919/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2313 - acc: 0.9125 - val_loss: 1.5726 - val_acc: 0.6500
Epoch 7920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9153 - val_loss: 1.5632 - val_acc: 0.6444
Epoch 7921/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2323 - acc: 0.9097 - val_loss: 1.5770 - val_acc: 0.6500
Epoch 7922/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2336 - acc: 0.9083 - val_loss: 1.5600 - val_acc: 0.6278
Epoch 7923/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2358 - acc: 0.9069 - val_loss: 1.5859 - val_acc: 0.6444
Epoch 7924/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2407 - acc: 0.9014 - val_loss: 1.5553 - val_acc: 0.6333
Epoch 7925/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2489 - acc: 0.9028 - val_loss: 1.6074 - val_acc: 0.6389
Epoch 7926/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2691 - acc: 0.8778 - val_loss: 1.5551 - val_acc: 0.6278
Epoch 7927/15000
720/720 [==============================] - 0s 17us/step - loss: 0.3096 - acc: 0.8639 - val_loss: 1.6986 - val_acc: 0.6056
Epoch 7928/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4320 - acc: 0.7861 - val_loss: 1.6235 - val_acc: 0.6222
Epoch 7929/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7524 - acc: 0.6875 - val_loss: 1.7855 - val_acc: 0.6278
Epoch 7930/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6300 - acc: 0.7306 - val_loss: 1.5773 - val_acc: 0.6778
Epoch 7931/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3409 - acc: 0.8458 - val_loss: 1.5464 - val_acc: 0.6389
Epoch 7932/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3790 - acc: 0.8250 - val_loss: 1.7401 - val_acc: 0.6167
Epoch 7933/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5682 - acc: 0.7500 - val_loss: 1.5108 - val_acc: 0.6611
Epoch 7934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3272 - acc: 0.8472 - val_loss: 1.4737 - val_acc: 0.6278
Epoch 7935/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4038 - acc: 0.8111 - val_loss: 1.6944 - val_acc: 0.5778
Epoch 7936/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5152 - acc: 0.7611 - val_loss: 1.4820 - val_acc: 0.6833
Epoch 7937/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3325 - acc: 0.8458 - val_loss: 1.4448 - val_acc: 0.6389
Epoch 7938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4921 - acc: 0.7667 - val_loss: 1.6498 - val_acc: 0.6056
Epoch 7939/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4231 - acc: 0.7903 - val_loss: 1.5130 - val_acc: 0.6556
Epoch 7940/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3500 - acc: 0.8417 - val_loss: 1.4189 - val_acc: 0.6222
Epoch 7941/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4176 - acc: 0.7972 - val_loss: 1.4700 - val_acc: 0.6278
Epoch 7942/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3155 - acc: 0.8556 - val_loss: 1.4986 - val_acc: 0.6278
Epoch 7943/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3425 - acc: 0.8361 - val_loss: 1.4124 - val_acc: 0.6444
Epoch 7944/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3639 - acc: 0.8403 - val_loss: 1.4504 - val_acc: 0.6333
Epoch 7945/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2844 - acc: 0.8708 - val_loss: 1.5141 - val_acc: 0.6611
Epoch 7946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3295 - acc: 0.8458 - val_loss: 1.4266 - val_acc: 0.6611
Epoch 7947/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3481 - acc: 0.8389 - val_loss: 1.4595 - val_acc: 0.6722
Epoch 7948/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2600 - acc: 0.8875 - val_loss: 1.5649 - val_acc: 0.6056
Epoch 7949/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3200 - acc: 0.8514 - val_loss: 1.4689 - val_acc: 0.6556
Epoch 7950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3111 - acc: 0.8625 - val_loss: 1.4707 - val_acc: 0.6778
Epoch 7951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2661 - acc: 0.8875 - val_loss: 1.5167 - val_acc: 0.6444
Epoch 7952/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2826 - acc: 0.8764 - val_loss: 1.4629 - val_acc: 0.6444
Epoch 7953/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2920 - acc: 0.8667 - val_loss: 1.4725 - val_acc: 0.6611
Epoch 7954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2816 - acc: 0.8750 - val_loss: 1.5182 - val_acc: 0.6500
Epoch 7955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2516 - acc: 0.8958 - val_loss: 1.4961 - val_acc: 0.6389
Epoch 7956/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2941 - acc: 0.8722 - val_loss: 1.4950 - val_acc: 0.6611
Epoch 7957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2823 - acc: 0.8750 - val_loss: 1.4912 - val_acc: 0.6778
Epoch 7958/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2520 - acc: 0.8917 - val_loss: 1.5061 - val_acc: 0.6333
Epoch 7959/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2707 - acc: 0.8764 - val_loss: 1.5181 - val_acc: 0.6389
Epoch 7960/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2660 - acc: 0.8764 - val_loss: 1.5011 - val_acc: 0.6611
Epoch 7961/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2734 - acc: 0.8875 - val_loss: 1.5280 - val_acc: 0.6556
Epoch 7962/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2452 - acc: 0.8986 - val_loss: 1.5281 - val_acc: 0.6444
Epoch 7963/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2538 - acc: 0.8931 - val_loss: 1.5051 - val_acc: 0.6444
Epoch 7964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2584 - acc: 0.8861 - val_loss: 1.5320 - val_acc: 0.6667
Epoch 7965/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2431 - acc: 0.9000 - val_loss: 1.5480 - val_acc: 0.6444
Epoch 7966/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2524 - acc: 0.8917 - val_loss: 1.5242 - val_acc: 0.6444
Epoch 7967/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2401 - acc: 0.9056 - val_loss: 1.5335 - val_acc: 0.6667
Epoch 7968/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2475 - acc: 0.9000 - val_loss: 1.5392 - val_acc: 0.6389
Epoch 7969/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2392 - acc: 0.9028 - val_loss: 1.5446 - val_acc: 0.6444
Epoch 7970/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2395 - acc: 0.9014 - val_loss: 1.5490 - val_acc: 0.6611
Epoch 7971/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2431 - acc: 0.9083 - val_loss: 1.5417 - val_acc: 0.6333
Epoch 7972/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2372 - acc: 0.9139 - val_loss: 1.5550 - val_acc: 0.6444
Epoch 7973/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2414 - acc: 0.8972 - val_loss: 1.5463 - val_acc: 0.6556
Epoch 7974/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2352 - acc: 0.9139 - val_loss: 1.5392 - val_acc: 0.6444
Epoch 7975/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2389 - acc: 0.9069 - val_loss: 1.5631 - val_acc: 0.6500
Epoch 7976/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2367 - acc: 0.9042 - val_loss: 1.5550 - val_acc: 0.6556
Epoch 7977/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2350 - acc: 0.9097 - val_loss: 1.5433 - val_acc: 0.6556
Epoch 7978/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2365 - acc: 0.9083 - val_loss: 1.5528 - val_acc: 0.6556
Epoch 7979/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2333 - acc: 0.9083 - val_loss: 1.5588 - val_acc: 0.6500
Epoch 7980/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2366 - acc: 0.9069 - val_loss: 1.5527 - val_acc: 0.6500
Epoch 7981/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2331 - acc: 0.9125 - val_loss: 1.5486 - val_acc: 0.6500
Epoch 7982/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2337 - acc: 0.9125 - val_loss: 1.5666 - val_acc: 0.6500
Epoch 7983/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2338 - acc: 0.9153 - val_loss: 1.5684 - val_acc: 0.6556
Epoch 7984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2322 - acc: 0.9125 - val_loss: 1.5495 - val_acc: 0.6500
Epoch 7985/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2340 - acc: 0.9111 - val_loss: 1.5614 - val_acc: 0.6556
Epoch 7986/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2312 - acc: 0.9111 - val_loss: 1.5686 - val_acc: 0.6556
Epoch 7987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2324 - acc: 0.9097 - val_loss: 1.5560 - val_acc: 0.6556
Epoch 7988/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2319 - acc: 0.9111 - val_loss: 1.5597 - val_acc: 0.6556
Epoch 7989/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2313 - acc: 0.9125 - val_loss: 1.5633 - val_acc: 0.6556
Epoch 7990/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2320 - acc: 0.9111 - val_loss: 1.5587 - val_acc: 0.6556
Epoch 7991/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2306 - acc: 0.9153 - val_loss: 1.5570 - val_acc: 0.6500
Epoch 7992/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2314 - acc: 0.9125 - val_loss: 1.5638 - val_acc: 0.6556
Epoch 7993/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2308 - acc: 0.9111 - val_loss: 1.5674 - val_acc: 0.6556
Epoch 7994/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2307 - acc: 0.9125 - val_loss: 1.5578 - val_acc: 0.6556
Epoch 7995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2308 - acc: 0.9153 - val_loss: 1.5629 - val_acc: 0.6500
Epoch 7996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2302 - acc: 0.9139 - val_loss: 1.5694 - val_acc: 0.6556
Epoch 7997/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2306 - acc: 0.9111 - val_loss: 1.5633 - val_acc: 0.6500
Epoch 7998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2301 - acc: 0.9139 - val_loss: 1.5635 - val_acc: 0.6556
Epoch 7999/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2302 - acc: 0.9139 - val_loss: 1.5648 - val_acc: 0.6556
Epoch 8000/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2301 - acc: 0.9111 - val_loss: 1.5636 - val_acc: 0.6556
Epoch 8001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2298 - acc: 0.9139 - val_loss: 1.5628 - val_acc: 0.6556
Epoch 8002/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2300 - acc: 0.9139 - val_loss: 1.5644 - val_acc: 0.6556
Epoch 8003/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2297 - acc: 0.9139 - val_loss: 1.5689 - val_acc: 0.6556
Epoch 8004/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2297 - acc: 0.9097 - val_loss: 1.5673 - val_acc: 0.6500
Epoch 8005/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2296 - acc: 0.9139 - val_loss: 1.5676 - val_acc: 0.6556
Epoch 8006/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2294 - acc: 0.9139 - val_loss: 1.5698 - val_acc: 0.6556
Epoch 8007/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2296 - acc: 0.9125 - val_loss: 1.5679 - val_acc: 0.6556
Epoch 8008/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2293 - acc: 0.9153 - val_loss: 1.5690 - val_acc: 0.6556
Epoch 8009/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2293 - acc: 0.9153 - val_loss: 1.5697 - val_acc: 0.6556
Epoch 8010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2293 - acc: 0.9139 - val_loss: 1.5689 - val_acc: 0.6556
Epoch 8011/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2291 - acc: 0.9153 - val_loss: 1.5684 - val_acc: 0.6556
Epoch 8012/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2292 - acc: 0.9153 - val_loss: 1.5687 - val_acc: 0.6556
Epoch 8013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2290 - acc: 0.9139 - val_loss: 1.5709 - val_acc: 0.6556
Epoch 8014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2290 - acc: 0.9125 - val_loss: 1.5695 - val_acc: 0.6556
Epoch 8015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2289 - acc: 0.9139 - val_loss: 1.5696 - val_acc: 0.6556
Epoch 8016/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2289 - acc: 0.9153 - val_loss: 1.5722 - val_acc: 0.6556
Epoch 8017/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2289 - acc: 0.9139 - val_loss: 1.5720 - val_acc: 0.6556
Epoch 8018/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2288 - acc: 0.9139 - val_loss: 1.5730 - val_acc: 0.6556
Epoch 8019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2287 - acc: 0.9139 - val_loss: 1.5737 - val_acc: 0.6556
Epoch 8020/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2287 - acc: 0.9139 - val_loss: 1.5727 - val_acc: 0.6556
Epoch 8021/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2286 - acc: 0.9153 - val_loss: 1.5719 - val_acc: 0.6556
Epoch 8022/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2286 - acc: 0.9153 - val_loss: 1.5725 - val_acc: 0.6556
Epoch 8023/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2285 - acc: 0.9139 - val_loss: 1.5735 - val_acc: 0.6556
Epoch 8024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2285 - acc: 0.9139 - val_loss: 1.5720 - val_acc: 0.6556
Epoch 8025/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2284 - acc: 0.9153 - val_loss: 1.5732 - val_acc: 0.6556
Epoch 8026/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2284 - acc: 0.9153 - val_loss: 1.5749 - val_acc: 0.6556
Epoch 8027/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2283 - acc: 0.9139 - val_loss: 1.5736 - val_acc: 0.6556
Epoch 8028/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2283 - acc: 0.9153 - val_loss: 1.5743 - val_acc: 0.6556
Epoch 8029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2282 - acc: 0.9153 - val_loss: 1.5756 - val_acc: 0.6556
Epoch 8030/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2282 - acc: 0.9125 - val_loss: 1.5756 - val_acc: 0.6556
Epoch 8031/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2281 - acc: 0.9139 - val_loss: 1.5753 - val_acc: 0.6556
Epoch 8032/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2281 - acc: 0.9153 - val_loss: 1.5761 - val_acc: 0.6556
Epoch 8033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2281 - acc: 0.9139 - val_loss: 1.5765 - val_acc: 0.6556
Epoch 8034/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2280 - acc: 0.9139 - val_loss: 1.5754 - val_acc: 0.6556
Epoch 8035/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2280 - acc: 0.9153 - val_loss: 1.5761 - val_acc: 0.6556
Epoch 8036/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2279 - acc: 0.9139 - val_loss: 1.5765 - val_acc: 0.6556
Epoch 8037/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2279 - acc: 0.9139 - val_loss: 1.5758 - val_acc: 0.6556
Epoch 8038/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2278 - acc: 0.9153 - val_loss: 1.5763 - val_acc: 0.6556
Epoch 8039/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9153 - val_loss: 1.5768 - val_acc: 0.6556
Epoch 8040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9139 - val_loss: 1.5768 - val_acc: 0.6556
Epoch 8041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2277 - acc: 0.9153 - val_loss: 1.5766 - val_acc: 0.6556
Epoch 8042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2277 - acc: 0.9153 - val_loss: 1.5774 - val_acc: 0.6556
Epoch 8043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2276 - acc: 0.9139 - val_loss: 1.5779 - val_acc: 0.6556
Epoch 8044/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2276 - acc: 0.9139 - val_loss: 1.5777 - val_acc: 0.6556
Epoch 8045/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2275 - acc: 0.9153 - val_loss: 1.5784 - val_acc: 0.6556
Epoch 8046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2275 - acc: 0.9153 - val_loss: 1.5788 - val_acc: 0.6556
Epoch 8047/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2275 - acc: 0.9139 - val_loss: 1.5791 - val_acc: 0.6556
Epoch 8048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2274 - acc: 0.9139 - val_loss: 1.5791 - val_acc: 0.6556
Epoch 8049/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2274 - acc: 0.9153 - val_loss: 1.5795 - val_acc: 0.6556
Epoch 8050/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2273 - acc: 0.9139 - val_loss: 1.5797 - val_acc: 0.6556
Epoch 8051/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2273 - acc: 0.9139 - val_loss: 1.5798 - val_acc: 0.6556
Epoch 8052/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2273 - acc: 0.9139 - val_loss: 1.5805 - val_acc: 0.6556
Epoch 8053/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2272 - acc: 0.9139 - val_loss: 1.5805 - val_acc: 0.6556
Epoch 8054/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2272 - acc: 0.9139 - val_loss: 1.5806 - val_acc: 0.6556
Epoch 8055/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2272 - acc: 0.9153 - val_loss: 1.5810 - val_acc: 0.6556
Epoch 8056/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2271 - acc: 0.9153 - val_loss: 1.5814 - val_acc: 0.6556
Epoch 8057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2271 - acc: 0.9139 - val_loss: 1.5817 - val_acc: 0.6556
Epoch 8058/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2270 - acc: 0.9139 - val_loss: 1.5819 - val_acc: 0.6556
Epoch 8059/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2270 - acc: 0.9139 - val_loss: 1.5824 - val_acc: 0.6556
Epoch 8060/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2270 - acc: 0.9139 - val_loss: 1.5824 - val_acc: 0.6556
Epoch 8061/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2269 - acc: 0.9139 - val_loss: 1.5827 - val_acc: 0.6556
Epoch 8062/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2269 - acc: 0.9139 - val_loss: 1.5831 - val_acc: 0.6556
Epoch 8063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2268 - acc: 0.9139 - val_loss: 1.5833 - val_acc: 0.6556
Epoch 8064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2268 - acc: 0.9139 - val_loss: 1.5837 - val_acc: 0.6556
Epoch 8065/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2268 - acc: 0.9139 - val_loss: 1.5840 - val_acc: 0.6556
Epoch 8066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2267 - acc: 0.9139 - val_loss: 1.5842 - val_acc: 0.6556
Epoch 8067/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2267 - acc: 0.9139 - val_loss: 1.5843 - val_acc: 0.6556
Epoch 8068/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2267 - acc: 0.9139 - val_loss: 1.5848 - val_acc: 0.6556
Epoch 8069/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2266 - acc: 0.9139 - val_loss: 1.5850 - val_acc: 0.6556
Epoch 8070/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2266 - acc: 0.9139 - val_loss: 1.5851 - val_acc: 0.6556
Epoch 8071/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2265 - acc: 0.9139 - val_loss: 1.5855 - val_acc: 0.6556
Epoch 8072/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2265 - acc: 0.9139 - val_loss: 1.5857 - val_acc: 0.6556
Epoch 8073/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2265 - acc: 0.9139 - val_loss: 1.5859 - val_acc: 0.6556
Epoch 8074/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2264 - acc: 0.9139 - val_loss: 1.5861 - val_acc: 0.6556
Epoch 8075/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2264 - acc: 0.9139 - val_loss: 1.5863 - val_acc: 0.6556
Epoch 8076/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2264 - acc: 0.9139 - val_loss: 1.5864 - val_acc: 0.6556
Epoch 8077/15000
720/720 [==============================] - 0s 27us/step - loss: 0.2263 - acc: 0.9139 - val_loss: 1.5867 - val_acc: 0.6556
Epoch 8078/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2263 - acc: 0.9139 - val_loss: 1.5870 - val_acc: 0.6556
Epoch 8079/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2262 - acc: 0.9139 - val_loss: 1.5872 - val_acc: 0.6556
Epoch 8080/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2262 - acc: 0.9139 - val_loss: 1.5874 - val_acc: 0.6556
Epoch 8081/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2262 - acc: 0.9139 - val_loss: 1.5877 - val_acc: 0.6556
Epoch 8082/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2261 - acc: 0.9139 - val_loss: 1.5879 - val_acc: 0.6556
Epoch 8083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2261 - acc: 0.9139 - val_loss: 1.5880 - val_acc: 0.6556
Epoch 8084/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2261 - acc: 0.9139 - val_loss: 1.5883 - val_acc: 0.6556
Epoch 8085/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2260 - acc: 0.9139 - val_loss: 1.5886 - val_acc: 0.6556
Epoch 8086/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2260 - acc: 0.9139 - val_loss: 1.5887 - val_acc: 0.6556
Epoch 8087/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2259 - acc: 0.9153 - val_loss: 1.5890 - val_acc: 0.6556
Epoch 8088/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2259 - acc: 0.9153 - val_loss: 1.5892 - val_acc: 0.6556
Epoch 8089/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2259 - acc: 0.9153 - val_loss: 1.5894 - val_acc: 0.6556
Epoch 8090/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2258 - acc: 0.9153 - val_loss: 1.5896 - val_acc: 0.6556
Epoch 8091/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2258 - acc: 0.9153 - val_loss: 1.5899 - val_acc: 0.6556
Epoch 8092/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2258 - acc: 0.9153 - val_loss: 1.5900 - val_acc: 0.6556
Epoch 8093/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2257 - acc: 0.9153 - val_loss: 1.5902 - val_acc: 0.6556
Epoch 8094/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2257 - acc: 0.9153 - val_loss: 1.5905 - val_acc: 0.6556
Epoch 8095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2256 - acc: 0.9153 - val_loss: 1.5907 - val_acc: 0.6556
Epoch 8096/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2256 - acc: 0.9153 - val_loss: 1.5909 - val_acc: 0.6556
Epoch 8097/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2256 - acc: 0.9153 - val_loss: 1.5911 - val_acc: 0.6556
Epoch 8098/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2255 - acc: 0.9153 - val_loss: 1.5913 - val_acc: 0.6556
Epoch 8099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2255 - acc: 0.9153 - val_loss: 1.5915 - val_acc: 0.6556
Epoch 8100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2255 - acc: 0.9153 - val_loss: 1.5917 - val_acc: 0.6556
Epoch 8101/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2254 - acc: 0.9153 - val_loss: 1.5919 - val_acc: 0.6556
Epoch 8102/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2254 - acc: 0.9153 - val_loss: 1.5921 - val_acc: 0.6556
Epoch 8103/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2253 - acc: 0.9153 - val_loss: 1.5923 - val_acc: 0.6556
Epoch 8104/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2253 - acc: 0.9153 - val_loss: 1.5925 - val_acc: 0.6556
Epoch 8105/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2253 - acc: 0.9153 - val_loss: 1.5927 - val_acc: 0.6556
Epoch 8106/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2252 - acc: 0.9153 - val_loss: 1.5929 - val_acc: 0.6556
Epoch 8107/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2252 - acc: 0.9153 - val_loss: 1.5931 - val_acc: 0.6556
Epoch 8108/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2252 - acc: 0.9153 - val_loss: 1.5933 - val_acc: 0.6556
Epoch 8109/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2251 - acc: 0.9153 - val_loss: 1.5936 - val_acc: 0.6556
Epoch 8110/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2251 - acc: 0.9153 - val_loss: 1.5938 - val_acc: 0.6556
Epoch 8111/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2251 - acc: 0.9153 - val_loss: 1.5940 - val_acc: 0.6556
Epoch 8112/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2250 - acc: 0.9153 - val_loss: 1.5942 - val_acc: 0.6556
Epoch 8113/15000
720/720 [==============================] - 0s 20us/step - loss: 0.2250 - acc: 0.9153 - val_loss: 1.5944 - val_acc: 0.6556
Epoch 8114/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2249 - acc: 0.9153 - val_loss: 1.5946 - val_acc: 0.6556
Epoch 8115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2249 - acc: 0.9153 - val_loss: 1.5948 - val_acc: 0.6556
Epoch 8116/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2249 - acc: 0.9153 - val_loss: 1.5950 - val_acc: 0.6556
Epoch 8117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2248 - acc: 0.9153 - val_loss: 1.5952 - val_acc: 0.6556
Epoch 8118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2248 - acc: 0.9153 - val_loss: 1.5954 - val_acc: 0.6556
Epoch 8119/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2248 - acc: 0.9153 - val_loss: 1.5956 - val_acc: 0.6556
Epoch 8120/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2247 - acc: 0.9167 - val_loss: 1.5958 - val_acc: 0.6556
Epoch 8121/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2247 - acc: 0.9167 - val_loss: 1.5959 - val_acc: 0.6556
Epoch 8122/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2246 - acc: 0.9167 - val_loss: 1.5962 - val_acc: 0.6556
Epoch 8123/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2246 - acc: 0.9167 - val_loss: 1.5963 - val_acc: 0.6556
Epoch 8124/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2246 - acc: 0.9167 - val_loss: 1.5965 - val_acc: 0.6556
Epoch 8125/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2245 - acc: 0.9167 - val_loss: 1.5967 - val_acc: 0.6556
Epoch 8126/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2245 - acc: 0.9167 - val_loss: 1.5969 - val_acc: 0.6556
Epoch 8127/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2245 - acc: 0.9167 - val_loss: 1.5971 - val_acc: 0.6556
Epoch 8128/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2244 - acc: 0.9167 - val_loss: 1.5973 - val_acc: 0.6556
Epoch 8129/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2244 - acc: 0.9167 - val_loss: 1.5975 - val_acc: 0.6556
Epoch 8130/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2244 - acc: 0.9167 - val_loss: 1.5977 - val_acc: 0.6556
Epoch 8131/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2243 - acc: 0.9167 - val_loss: 1.5979 - val_acc: 0.6556
Epoch 8132/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2243 - acc: 0.9167 - val_loss: 1.5981 - val_acc: 0.6556
Epoch 8133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2242 - acc: 0.9167 - val_loss: 1.5983 - val_acc: 0.6556
Epoch 8134/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2242 - acc: 0.9167 - val_loss: 1.5985 - val_acc: 0.6556
Epoch 8135/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2242 - acc: 0.9167 - val_loss: 1.5987 - val_acc: 0.6556
Epoch 8136/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2241 - acc: 0.9167 - val_loss: 1.5988 - val_acc: 0.6556
Epoch 8137/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2241 - acc: 0.9167 - val_loss: 1.5990 - val_acc: 0.6556
Epoch 8138/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2241 - acc: 0.9167 - val_loss: 1.5992 - val_acc: 0.6556
Epoch 8139/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2240 - acc: 0.9167 - val_loss: 1.5994 - val_acc: 0.6556
Epoch 8140/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2240 - acc: 0.9167 - val_loss: 1.5996 - val_acc: 0.6556
Epoch 8141/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2239 - acc: 0.9167 - val_loss: 1.5998 - val_acc: 0.6556
Epoch 8142/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2239 - acc: 0.9167 - val_loss: 1.6000 - val_acc: 0.6556
Epoch 8143/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2239 - acc: 0.9167 - val_loss: 1.6002 - val_acc: 0.6556
Epoch 8144/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2238 - acc: 0.9167 - val_loss: 1.6003 - val_acc: 0.6556
Epoch 8145/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2238 - acc: 0.9167 - val_loss: 1.6005 - val_acc: 0.6556
Epoch 8146/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2238 - acc: 0.9167 - val_loss: 1.6007 - val_acc: 0.6556
Epoch 8147/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2237 - acc: 0.9167 - val_loss: 1.6009 - val_acc: 0.6556
Epoch 8148/15000
720/720 [==============================] - 0s 16us/step - loss: 0.2237 - acc: 0.9167 - val_loss: 1.6011 - val_acc: 0.6556
Epoch 8149/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2237 - acc: 0.9167 - val_loss: 1.6013 - val_acc: 0.6556
Epoch 8150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2236 - acc: 0.9167 - val_loss: 1.6015 - val_acc: 0.6556
Epoch 8151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2236 - acc: 0.9167 - val_loss: 1.6016 - val_acc: 0.6556
Epoch 8152/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2235 - acc: 0.9167 - val_loss: 1.6019 - val_acc: 0.6556
Epoch 8153/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2235 - acc: 0.9167 - val_loss: 1.6020 - val_acc: 0.6556
Epoch 8154/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2235 - acc: 0.9167 - val_loss: 1.6022 - val_acc: 0.6556
Epoch 8155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9167 - val_loss: 1.6023 - val_acc: 0.6556
Epoch 8156/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9167 - val_loss: 1.6026 - val_acc: 0.6556
Epoch 8157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9167 - val_loss: 1.6027 - val_acc: 0.6556
Epoch 8158/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2233 - acc: 0.9167 - val_loss: 1.6031 - val_acc: 0.6556
Epoch 8159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2233 - acc: 0.9167 - val_loss: 1.6030 - val_acc: 0.6556
Epoch 8160/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2232 - acc: 0.9167 - val_loss: 1.6035 - val_acc: 0.6556
Epoch 8161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2232 - acc: 0.9167 - val_loss: 1.6033 - val_acc: 0.6556
Epoch 8162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2232 - acc: 0.9167 - val_loss: 1.6040 - val_acc: 0.6556
Epoch 8163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2231 - acc: 0.9167 - val_loss: 1.6035 - val_acc: 0.6556
Epoch 8164/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2231 - acc: 0.9167 - val_loss: 1.6046 - val_acc: 0.6556
Epoch 8165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2231 - acc: 0.9167 - val_loss: 1.6035 - val_acc: 0.6556
Epoch 8166/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2231 - acc: 0.9167 - val_loss: 1.6054 - val_acc: 0.6556
Epoch 8167/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2230 - acc: 0.9167 - val_loss: 1.6034 - val_acc: 0.6556
Epoch 8168/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2230 - acc: 0.9167 - val_loss: 1.6066 - val_acc: 0.6556
Epoch 8169/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2231 - acc: 0.9181 - val_loss: 1.6027 - val_acc: 0.6444
Epoch 8170/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2232 - acc: 0.9153 - val_loss: 1.6085 - val_acc: 0.6500
Epoch 8171/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9167 - val_loss: 1.6014 - val_acc: 0.6444
Epoch 8172/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2238 - acc: 0.9153 - val_loss: 1.6119 - val_acc: 0.6500
Epoch 8173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2246 - acc: 0.9125 - val_loss: 1.5987 - val_acc: 0.6333
Epoch 8174/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2261 - acc: 0.9125 - val_loss: 1.6174 - val_acc: 0.6444
Epoch 8175/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2295 - acc: 0.9042 - val_loss: 1.5942 - val_acc: 0.6222
Epoch 8176/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2353 - acc: 0.9028 - val_loss: 1.6328 - val_acc: 0.6500
Epoch 8177/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2496 - acc: 0.8944 - val_loss: 1.5908 - val_acc: 0.6278
Epoch 8178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2767 - acc: 0.8792 - val_loss: 1.7008 - val_acc: 0.6278
Epoch 8179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3614 - acc: 0.8181 - val_loss: 1.6335 - val_acc: 0.6167
Epoch 8180/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6355 - acc: 0.7153 - val_loss: 1.9019 - val_acc: 0.5778
Epoch 8181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8444 - acc: 0.6806 - val_loss: 1.6426 - val_acc: 0.6500
Epoch 8182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4080 - acc: 0.8111 - val_loss: 1.5738 - val_acc: 0.6389
Epoch 8183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3817 - acc: 0.8181 - val_loss: 1.7796 - val_acc: 0.6056
Epoch 8184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6051 - acc: 0.7375 - val_loss: 1.5810 - val_acc: 0.6556
Epoch 8185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3176 - acc: 0.8583 - val_loss: 1.5063 - val_acc: 0.6056
Epoch 8186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5091 - acc: 0.7694 - val_loss: 1.7645 - val_acc: 0.5778
Epoch 8187/15000
720/720 [==============================] - 0s 25us/step - loss: 0.5660 - acc: 0.7500 - val_loss: 1.5097 - val_acc: 0.6722
Epoch 8188/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4135 - acc: 0.8069 - val_loss: 1.4475 - val_acc: 0.6444
Epoch 8189/15000
720/720 [==============================] - 0s 17us/step - loss: 0.5137 - acc: 0.7653 - val_loss: 1.5752 - val_acc: 0.6444
Epoch 8190/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3894 - acc: 0.8181 - val_loss: 1.6347 - val_acc: 0.6222
Epoch 8191/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4641 - acc: 0.7708 - val_loss: 1.4248 - val_acc: 0.6667
Epoch 8192/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4317 - acc: 0.7972 - val_loss: 1.3844 - val_acc: 0.6444
Epoch 8193/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3343 - acc: 0.8528 - val_loss: 1.5874 - val_acc: 0.6111
Epoch 8194/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4456 - acc: 0.7875 - val_loss: 1.4703 - val_acc: 0.6611
Epoch 8195/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2988 - acc: 0.8625 - val_loss: 1.4853 - val_acc: 0.6333
Epoch 8196/15000
720/720 [==============================] - 0s 2us/step - loss: 0.4202 - acc: 0.8111 - val_loss: 1.5913 - val_acc: 0.6333
Epoch 8197/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3940 - acc: 0.8111 - val_loss: 1.5092 - val_acc: 0.6389
Epoch 8198/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2916 - acc: 0.8681 - val_loss: 1.4922 - val_acc: 0.6333
Epoch 8199/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3830 - acc: 0.8139 - val_loss: 1.5512 - val_acc: 0.6500
Epoch 8200/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3542 - acc: 0.8417 - val_loss: 1.5180 - val_acc: 0.6222
Epoch 8201/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3056 - acc: 0.8708 - val_loss: 1.5194 - val_acc: 0.6167
Epoch 8202/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3547 - acc: 0.8403 - val_loss: 1.5808 - val_acc: 0.6222
Epoch 8203/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3653 - acc: 0.8250 - val_loss: 1.5168 - val_acc: 0.6611
Epoch 8204/15000
720/720 [==============================] - 0s 23us/step - loss: 0.2629 - acc: 0.8917 - val_loss: 1.5004 - val_acc: 0.6333
Epoch 8205/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3516 - acc: 0.8417 - val_loss: 1.5466 - val_acc: 0.6333
Epoch 8206/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3603 - acc: 0.8347 - val_loss: 1.4908 - val_acc: 0.6667
Epoch 8207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3073 - acc: 0.8528 - val_loss: 1.5602 - val_acc: 0.6389
Epoch 8208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3147 - acc: 0.8597 - val_loss: 1.6076 - val_acc: 0.6167
Epoch 8209/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3383 - acc: 0.8389 - val_loss: 1.4903 - val_acc: 0.6667
Epoch 8210/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2908 - acc: 0.8625 - val_loss: 1.5048 - val_acc: 0.6556
Epoch 8211/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2704 - acc: 0.8847 - val_loss: 1.5726 - val_acc: 0.6278
Epoch 8212/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2921 - acc: 0.8694 - val_loss: 1.5137 - val_acc: 0.6500
Epoch 8213/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2623 - acc: 0.8819 - val_loss: 1.5039 - val_acc: 0.6722
Epoch 8214/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2680 - acc: 0.8806 - val_loss: 1.5530 - val_acc: 0.6778
Epoch 8215/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2629 - acc: 0.8736 - val_loss: 1.5029 - val_acc: 0.6444
Epoch 8216/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2664 - acc: 0.8792 - val_loss: 1.4922 - val_acc: 0.6556
Epoch 8217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2489 - acc: 0.8972 - val_loss: 1.5248 - val_acc: 0.6722
Epoch 8218/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2550 - acc: 0.8917 - val_loss: 1.5525 - val_acc: 0.6389
Epoch 8219/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2514 - acc: 0.8944 - val_loss: 1.5632 - val_acc: 0.6389
Epoch 8220/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2429 - acc: 0.9014 - val_loss: 1.5437 - val_acc: 0.6278
Epoch 8221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2430 - acc: 0.9000 - val_loss: 1.5446 - val_acc: 0.6389
Epoch 8222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2382 - acc: 0.9083 - val_loss: 1.5646 - val_acc: 0.6500
Epoch 8223/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2455 - acc: 0.8958 - val_loss: 1.5496 - val_acc: 0.6444
Epoch 8224/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2314 - acc: 0.9139 - val_loss: 1.5513 - val_acc: 0.6500
Epoch 8225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2399 - acc: 0.9056 - val_loss: 1.5724 - val_acc: 0.6556
Epoch 8226/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2343 - acc: 0.9069 - val_loss: 1.5674 - val_acc: 0.6389
Epoch 8227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2353 - acc: 0.9083 - val_loss: 1.5628 - val_acc: 0.6722
Epoch 8228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2341 - acc: 0.9125 - val_loss: 1.5677 - val_acc: 0.6444
Epoch 8229/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2310 - acc: 0.9097 - val_loss: 1.5778 - val_acc: 0.6278
Epoch 8230/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2351 - acc: 0.9014 - val_loss: 1.5901 - val_acc: 0.6500
Epoch 8231/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2287 - acc: 0.9111 - val_loss: 1.5737 - val_acc: 0.6556
Epoch 8232/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2306 - acc: 0.9139 - val_loss: 1.5659 - val_acc: 0.6389
Epoch 8233/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2280 - acc: 0.9125 - val_loss: 1.5767 - val_acc: 0.6444
Epoch 8234/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2297 - acc: 0.9111 - val_loss: 1.5748 - val_acc: 0.6556
Epoch 8235/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9167 - val_loss: 1.5767 - val_acc: 0.6444
Epoch 8236/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2268 - acc: 0.9153 - val_loss: 1.5759 - val_acc: 0.6444
Epoch 8237/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9139 - val_loss: 1.5631 - val_acc: 0.6500
Epoch 8238/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2256 - acc: 0.9167 - val_loss: 1.5611 - val_acc: 0.6500
Epoch 8239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2272 - acc: 0.9111 - val_loss: 1.5632 - val_acc: 0.6500
Epoch 8240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2250 - acc: 0.9139 - val_loss: 1.5667 - val_acc: 0.6500
Epoch 8241/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2256 - acc: 0.9069 - val_loss: 1.5677 - val_acc: 0.6556
Epoch 8242/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2255 - acc: 0.9181 - val_loss: 1.5643 - val_acc: 0.6500
Epoch 8243/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2248 - acc: 0.9139 - val_loss: 1.5745 - val_acc: 0.6556
Epoch 8244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2248 - acc: 0.9167 - val_loss: 1.5757 - val_acc: 0.6500
Epoch 8245/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2241 - acc: 0.9208 - val_loss: 1.5688 - val_acc: 0.6444
Epoch 8246/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2246 - acc: 0.9139 - val_loss: 1.5801 - val_acc: 0.6500
Epoch 8247/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2239 - acc: 0.9153 - val_loss: 1.5808 - val_acc: 0.6500
Epoch 8248/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2239 - acc: 0.9181 - val_loss: 1.5708 - val_acc: 0.6500
Epoch 8249/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9153 - val_loss: 1.5678 - val_acc: 0.6556
Epoch 8250/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2235 - acc: 0.9153 - val_loss: 1.5736 - val_acc: 0.6500
Epoch 8251/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2234 - acc: 0.9167 - val_loss: 1.5801 - val_acc: 0.6556
Epoch 8252/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2230 - acc: 0.9181 - val_loss: 1.5750 - val_acc: 0.6556
Epoch 8253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2231 - acc: 0.9153 - val_loss: 1.5780 - val_acc: 0.6556
Epoch 8254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2226 - acc: 0.9139 - val_loss: 1.5850 - val_acc: 0.6556
Epoch 8255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2230 - acc: 0.9139 - val_loss: 1.5793 - val_acc: 0.6500
Epoch 8256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2225 - acc: 0.9181 - val_loss: 1.5821 - val_acc: 0.6556
Epoch 8257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2225 - acc: 0.9153 - val_loss: 1.5872 - val_acc: 0.6500
Epoch 8258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2224 - acc: 0.9194 - val_loss: 1.5837 - val_acc: 0.6500
Epoch 8259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2221 - acc: 0.9181 - val_loss: 1.5801 - val_acc: 0.6556
Epoch 8260/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2223 - acc: 0.9153 - val_loss: 1.5807 - val_acc: 0.6500
Epoch 8261/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2220 - acc: 0.9167 - val_loss: 1.5862 - val_acc: 0.6500
Epoch 8262/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2220 - acc: 0.9153 - val_loss: 1.5849 - val_acc: 0.6500
Epoch 8263/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2219 - acc: 0.9167 - val_loss: 1.5821 - val_acc: 0.6500
Epoch 8264/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2218 - acc: 0.9153 - val_loss: 1.5849 - val_acc: 0.6556
Epoch 8265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2219 - acc: 0.9153 - val_loss: 1.5826 - val_acc: 0.6500
Epoch 8266/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2216 - acc: 0.9153 - val_loss: 1.5835 - val_acc: 0.6500
Epoch 8267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2217 - acc: 0.9153 - val_loss: 1.5876 - val_acc: 0.6500
Epoch 8268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2215 - acc: 0.9153 - val_loss: 1.5871 - val_acc: 0.6500
Epoch 8269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2215 - acc: 0.9167 - val_loss: 1.5873 - val_acc: 0.6556
Epoch 8270/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2214 - acc: 0.9153 - val_loss: 1.5883 - val_acc: 0.6500
Epoch 8271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2214 - acc: 0.9153 - val_loss: 1.5899 - val_acc: 0.6500
Epoch 8272/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2213 - acc: 0.9153 - val_loss: 1.5886 - val_acc: 0.6556
Epoch 8273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2212 - acc: 0.9167 - val_loss: 1.5869 - val_acc: 0.6500
Epoch 8274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2212 - acc: 0.9153 - val_loss: 1.5899 - val_acc: 0.6500
Epoch 8275/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2212 - acc: 0.9153 - val_loss: 1.5886 - val_acc: 0.6500
Epoch 8276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2211 - acc: 0.9153 - val_loss: 1.5874 - val_acc: 0.6500
Epoch 8277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2211 - acc: 0.9153 - val_loss: 1.5900 - val_acc: 0.6500
Epoch 8278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2210 - acc: 0.9153 - val_loss: 1.5912 - val_acc: 0.6500
Epoch 8279/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2210 - acc: 0.9153 - val_loss: 1.5914 - val_acc: 0.6500
Epoch 8280/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2209 - acc: 0.9153 - val_loss: 1.5910 - val_acc: 0.6500
Epoch 8281/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2209 - acc: 0.9153 - val_loss: 1.5928 - val_acc: 0.6500
Epoch 8282/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2208 - acc: 0.9153 - val_loss: 1.5938 - val_acc: 0.6500
Epoch 8283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2208 - acc: 0.9153 - val_loss: 1.5930 - val_acc: 0.6500
Epoch 8284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2207 - acc: 0.9153 - val_loss: 1.5942 - val_acc: 0.6500
Epoch 8285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2207 - acc: 0.9153 - val_loss: 1.5938 - val_acc: 0.6500
Epoch 8286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2206 - acc: 0.9153 - val_loss: 1.5930 - val_acc: 0.6500
Epoch 8287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2206 - acc: 0.9153 - val_loss: 1.5936 - val_acc: 0.6500
Epoch 8288/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2206 - acc: 0.9153 - val_loss: 1.5944 - val_acc: 0.6500
Epoch 8289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2205 - acc: 0.9153 - val_loss: 1.5953 - val_acc: 0.6500
Epoch 8290/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2205 - acc: 0.9153 - val_loss: 1.5946 - val_acc: 0.6500
Epoch 8291/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2204 - acc: 0.9153 - val_loss: 1.5952 - val_acc: 0.6500
Epoch 8292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2204 - acc: 0.9153 - val_loss: 1.5962 - val_acc: 0.6556
Epoch 8293/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2204 - acc: 0.9153 - val_loss: 1.5963 - val_acc: 0.6500
Epoch 8294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2203 - acc: 0.9153 - val_loss: 1.5972 - val_acc: 0.6500
Epoch 8295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2203 - acc: 0.9153 - val_loss: 1.5972 - val_acc: 0.6500
Epoch 8296/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2202 - acc: 0.9153 - val_loss: 1.5974 - val_acc: 0.6500
Epoch 8297/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2202 - acc: 0.9153 - val_loss: 1.5977 - val_acc: 0.6500
Epoch 8298/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2202 - acc: 0.9153 - val_loss: 1.5980 - val_acc: 0.6500
Epoch 8299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2201 - acc: 0.9153 - val_loss: 1.5986 - val_acc: 0.6500
Epoch 8300/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2201 - acc: 0.9153 - val_loss: 1.5984 - val_acc: 0.6500
Epoch 8301/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2201 - acc: 0.9153 - val_loss: 1.5989 - val_acc: 0.6500
Epoch 8302/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2200 - acc: 0.9153 - val_loss: 1.5991 - val_acc: 0.6500
Epoch 8303/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2200 - acc: 0.9153 - val_loss: 1.5991 - val_acc: 0.6500
Epoch 8304/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2199 - acc: 0.9153 - val_loss: 1.5997 - val_acc: 0.6500
Epoch 8305/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2199 - acc: 0.9153 - val_loss: 1.6001 - val_acc: 0.6500
Epoch 8306/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2199 - acc: 0.9153 - val_loss: 1.6002 - val_acc: 0.6500
Epoch 8307/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2198 - acc: 0.9153 - val_loss: 1.6000 - val_acc: 0.6500
Epoch 8308/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2198 - acc: 0.9153 - val_loss: 1.6006 - val_acc: 0.6500
Epoch 8309/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2198 - acc: 0.9153 - val_loss: 1.6014 - val_acc: 0.6500
Epoch 8310/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2197 - acc: 0.9153 - val_loss: 1.6014 - val_acc: 0.6500
Epoch 8311/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2197 - acc: 0.9153 - val_loss: 1.6018 - val_acc: 0.6500
Epoch 8312/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2196 - acc: 0.9153 - val_loss: 1.6021 - val_acc: 0.6500
Epoch 8313/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2196 - acc: 0.9153 - val_loss: 1.6023 - val_acc: 0.6500
Epoch 8314/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2196 - acc: 0.9153 - val_loss: 1.6026 - val_acc: 0.6500
Epoch 8315/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2195 - acc: 0.9153 - val_loss: 1.6030 - val_acc: 0.6500
Epoch 8316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2195 - acc: 0.9153 - val_loss: 1.6035 - val_acc: 0.6500
Epoch 8317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2195 - acc: 0.9153 - val_loss: 1.6035 - val_acc: 0.6500
Epoch 8318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2194 - acc: 0.9153 - val_loss: 1.6040 - val_acc: 0.6500
Epoch 8319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2194 - acc: 0.9153 - val_loss: 1.6045 - val_acc: 0.6500
Epoch 8320/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2194 - acc: 0.9153 - val_loss: 1.6047 - val_acc: 0.6500
Epoch 8321/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2193 - acc: 0.9153 - val_loss: 1.6050 - val_acc: 0.6500
Epoch 8322/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2193 - acc: 0.9153 - val_loss: 1.6053 - val_acc: 0.6500
Epoch 8323/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2192 - acc: 0.9153 - val_loss: 1.6056 - val_acc: 0.6500
Epoch 8324/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2192 - acc: 0.9153 - val_loss: 1.6057 - val_acc: 0.6500
Epoch 8325/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2192 - acc: 0.9153 - val_loss: 1.6060 - val_acc: 0.6500
Epoch 8326/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2191 - acc: 0.9153 - val_loss: 1.6062 - val_acc: 0.6500
Epoch 8327/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2191 - acc: 0.9153 - val_loss: 1.6063 - val_acc: 0.6500
Epoch 8328/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2191 - acc: 0.9153 - val_loss: 1.6067 - val_acc: 0.6500
Epoch 8329/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2190 - acc: 0.9153 - val_loss: 1.6068 - val_acc: 0.6500
Epoch 8330/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2190 - acc: 0.9153 - val_loss: 1.6071 - val_acc: 0.6500
Epoch 8331/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2190 - acc: 0.9153 - val_loss: 1.6073 - val_acc: 0.6500
Epoch 8332/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2189 - acc: 0.9153 - val_loss: 1.6076 - val_acc: 0.6500
Epoch 8333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2189 - acc: 0.9153 - val_loss: 1.6077 - val_acc: 0.6500
Epoch 8334/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2189 - acc: 0.9153 - val_loss: 1.6078 - val_acc: 0.6500
Epoch 8335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2188 - acc: 0.9153 - val_loss: 1.6082 - val_acc: 0.6500
Epoch 8336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2188 - acc: 0.9153 - val_loss: 1.6084 - val_acc: 0.6500
Epoch 8337/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2188 - acc: 0.9153 - val_loss: 1.6086 - val_acc: 0.6500
Epoch 8338/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2187 - acc: 0.9153 - val_loss: 1.6088 - val_acc: 0.6500
Epoch 8339/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2187 - acc: 0.9153 - val_loss: 1.6091 - val_acc: 0.6500
Epoch 8340/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2187 - acc: 0.9153 - val_loss: 1.6093 - val_acc: 0.6500
Epoch 8341/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2186 - acc: 0.9153 - val_loss: 1.6095 - val_acc: 0.6500
Epoch 8342/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2186 - acc: 0.9153 - val_loss: 1.6098 - val_acc: 0.6500
Epoch 8343/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2185 - acc: 0.9153 - val_loss: 1.6099 - val_acc: 0.6500
Epoch 8344/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2185 - acc: 0.9153 - val_loss: 1.6102 - val_acc: 0.6500
Epoch 8345/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2185 - acc: 0.9153 - val_loss: 1.6104 - val_acc: 0.6500
Epoch 8346/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2184 - acc: 0.9153 - val_loss: 1.6106 - val_acc: 0.6500
Epoch 8347/15000
720/720 [==============================] - 0s 30us/step - loss: 0.2184 - acc: 0.9153 - val_loss: 1.6108 - val_acc: 0.6500
Epoch 8348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2184 - acc: 0.9153 - val_loss: 1.6111 - val_acc: 0.6500
Epoch 8349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2183 - acc: 0.9153 - val_loss: 1.6113 - val_acc: 0.6500
Epoch 8350/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2183 - acc: 0.9153 - val_loss: 1.6115 - val_acc: 0.6500
Epoch 8351/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2183 - acc: 0.9153 - val_loss: 1.6117 - val_acc: 0.6500
Epoch 8352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2182 - acc: 0.9153 - val_loss: 1.6120 - val_acc: 0.6500
Epoch 8353/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2182 - acc: 0.9153 - val_loss: 1.6122 - val_acc: 0.6500
Epoch 8354/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2182 - acc: 0.9153 - val_loss: 1.6124 - val_acc: 0.6500
Epoch 8355/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2181 - acc: 0.9153 - val_loss: 1.6126 - val_acc: 0.6500
Epoch 8356/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2181 - acc: 0.9167 - val_loss: 1.6129 - val_acc: 0.6500
Epoch 8357/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2181 - acc: 0.9167 - val_loss: 1.6131 - val_acc: 0.6500
Epoch 8358/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2180 - acc: 0.9167 - val_loss: 1.6133 - val_acc: 0.6500
Epoch 8359/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2180 - acc: 0.9167 - val_loss: 1.6135 - val_acc: 0.6500
Epoch 8360/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2180 - acc: 0.9167 - val_loss: 1.6137 - val_acc: 0.6500
Epoch 8361/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2179 - acc: 0.9167 - val_loss: 1.6140 - val_acc: 0.6500
Epoch 8362/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2179 - acc: 0.9167 - val_loss: 1.6142 - val_acc: 0.6500
Epoch 8363/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2179 - acc: 0.9167 - val_loss: 1.6144 - val_acc: 0.6500
Epoch 8364/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2178 - acc: 0.9167 - val_loss: 1.6146 - val_acc: 0.6500
Epoch 8365/15000
720/720 [==============================] - 0s 16us/step - loss: 0.2178 - acc: 0.9167 - val_loss: 1.6149 - val_acc: 0.6500
Epoch 8366/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2178 - acc: 0.9167 - val_loss: 1.6151 - val_acc: 0.6500
Epoch 8367/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2177 - acc: 0.9167 - val_loss: 1.6153 - val_acc: 0.6500
Epoch 8368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2177 - acc: 0.9167 - val_loss: 1.6155 - val_acc: 0.6500
Epoch 8369/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2177 - acc: 0.9167 - val_loss: 1.6158 - val_acc: 0.6500
Epoch 8370/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2176 - acc: 0.9167 - val_loss: 1.6160 - val_acc: 0.6500
Epoch 8371/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2176 - acc: 0.9167 - val_loss: 1.6162 - val_acc: 0.6500
Epoch 8372/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2176 - acc: 0.9181 - val_loss: 1.6164 - val_acc: 0.6500
Epoch 8373/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2175 - acc: 0.9181 - val_loss: 1.6166 - val_acc: 0.6500
Epoch 8374/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2175 - acc: 0.9181 - val_loss: 1.6168 - val_acc: 0.6500
Epoch 8375/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2175 - acc: 0.9181 - val_loss: 1.6170 - val_acc: 0.6500
Epoch 8376/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2174 - acc: 0.9181 - val_loss: 1.6172 - val_acc: 0.6500
Epoch 8377/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2174 - acc: 0.9181 - val_loss: 1.6174 - val_acc: 0.6500
Epoch 8378/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2174 - acc: 0.9181 - val_loss: 1.6177 - val_acc: 0.6500
Epoch 8379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2173 - acc: 0.9181 - val_loss: 1.6179 - val_acc: 0.6500
Epoch 8380/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2173 - acc: 0.9181 - val_loss: 1.6181 - val_acc: 0.6500
Epoch 8381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2173 - acc: 0.9181 - val_loss: 1.6183 - val_acc: 0.6500
Epoch 8382/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2172 - acc: 0.9181 - val_loss: 1.6185 - val_acc: 0.6500
Epoch 8383/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2172 - acc: 0.9181 - val_loss: 1.6187 - val_acc: 0.6500
Epoch 8384/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2172 - acc: 0.9181 - val_loss: 1.6189 - val_acc: 0.6500
Epoch 8385/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2171 - acc: 0.9181 - val_loss: 1.6191 - val_acc: 0.6500
Epoch 8386/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2171 - acc: 0.9181 - val_loss: 1.6193 - val_acc: 0.6500
Epoch 8387/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2171 - acc: 0.9181 - val_loss: 1.6196 - val_acc: 0.6500
Epoch 8388/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2170 - acc: 0.9181 - val_loss: 1.6198 - val_acc: 0.6500
Epoch 8389/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2170 - acc: 0.9181 - val_loss: 1.6200 - val_acc: 0.6500
Epoch 8390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2170 - acc: 0.9181 - val_loss: 1.6202 - val_acc: 0.6500
Epoch 8391/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2169 - acc: 0.9181 - val_loss: 1.6204 - val_acc: 0.6500
Epoch 8392/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2169 - acc: 0.9181 - val_loss: 1.6206 - val_acc: 0.6500
Epoch 8393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2169 - acc: 0.9181 - val_loss: 1.6208 - val_acc: 0.6500
Epoch 8394/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2168 - acc: 0.9181 - val_loss: 1.6210 - val_acc: 0.6500
Epoch 8395/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2168 - acc: 0.9181 - val_loss: 1.6212 - val_acc: 0.6500
Epoch 8396/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2168 - acc: 0.9181 - val_loss: 1.6214 - val_acc: 0.6500
Epoch 8397/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2167 - acc: 0.9181 - val_loss: 1.6216 - val_acc: 0.6500
Epoch 8398/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2167 - acc: 0.9181 - val_loss: 1.6218 - val_acc: 0.6500
Epoch 8399/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2167 - acc: 0.9181 - val_loss: 1.6220 - val_acc: 0.6500
Epoch 8400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2166 - acc: 0.9181 - val_loss: 1.6222 - val_acc: 0.6500
Epoch 8401/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2166 - acc: 0.9181 - val_loss: 1.6224 - val_acc: 0.6500
Epoch 8402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2166 - acc: 0.9181 - val_loss: 1.6226 - val_acc: 0.6500
Epoch 8403/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2165 - acc: 0.9181 - val_loss: 1.6228 - val_acc: 0.6500
Epoch 8404/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2165 - acc: 0.9181 - val_loss: 1.6230 - val_acc: 0.6500
Epoch 8405/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2165 - acc: 0.9181 - val_loss: 1.6232 - val_acc: 0.6500
Epoch 8406/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2164 - acc: 0.9181 - val_loss: 1.6235 - val_acc: 0.6500
Epoch 8407/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2164 - acc: 0.9181 - val_loss: 1.6236 - val_acc: 0.6500
Epoch 8408/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2164 - acc: 0.9181 - val_loss: 1.6239 - val_acc: 0.6500
Epoch 8409/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2163 - acc: 0.9181 - val_loss: 1.6240 - val_acc: 0.6500
Epoch 8410/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2163 - acc: 0.9181 - val_loss: 1.6243 - val_acc: 0.6500
Epoch 8411/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2163 - acc: 0.9181 - val_loss: 1.6244 - val_acc: 0.6500
Epoch 8412/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2162 - acc: 0.9181 - val_loss: 1.6246 - val_acc: 0.6500
Epoch 8413/15000
720/720 [==============================] - 0s 23us/step - loss: 0.2162 - acc: 0.9181 - val_loss: 1.6248 - val_acc: 0.6500
Epoch 8414/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2162 - acc: 0.9181 - val_loss: 1.6250 - val_acc: 0.6500
Epoch 8415/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2161 - acc: 0.9181 - val_loss: 1.6252 - val_acc: 0.6500
Epoch 8416/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2161 - acc: 0.9181 - val_loss: 1.6254 - val_acc: 0.6500
Epoch 8417/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2161 - acc: 0.9181 - val_loss: 1.6256 - val_acc: 0.6500
Epoch 8418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2160 - acc: 0.9181 - val_loss: 1.6258 - val_acc: 0.6500
Epoch 8419/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2160 - acc: 0.9181 - val_loss: 1.6260 - val_acc: 0.6500
Epoch 8420/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2160 - acc: 0.9181 - val_loss: 1.6262 - val_acc: 0.6500
Epoch 8421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2159 - acc: 0.9181 - val_loss: 1.6264 - val_acc: 0.6500
Epoch 8422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2159 - acc: 0.9181 - val_loss: 1.6266 - val_acc: 0.6500
Epoch 8423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2158 - acc: 0.9181 - val_loss: 1.6268 - val_acc: 0.6500
Epoch 8424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2158 - acc: 0.9181 - val_loss: 1.6270 - val_acc: 0.6500
Epoch 8425/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2158 - acc: 0.9181 - val_loss: 1.6272 - val_acc: 0.6500
Epoch 8426/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2157 - acc: 0.9194 - val_loss: 1.6274 - val_acc: 0.6500
Epoch 8427/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2157 - acc: 0.9181 - val_loss: 1.6276 - val_acc: 0.6500
Epoch 8428/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2157 - acc: 0.9194 - val_loss: 1.6278 - val_acc: 0.6500
Epoch 8429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2156 - acc: 0.9181 - val_loss: 1.6280 - val_acc: 0.6500
Epoch 8430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2156 - acc: 0.9194 - val_loss: 1.6282 - val_acc: 0.6500
Epoch 8431/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2156 - acc: 0.9194 - val_loss: 1.6283 - val_acc: 0.6500
Epoch 8432/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2155 - acc: 0.9194 - val_loss: 1.6286 - val_acc: 0.6500
Epoch 8433/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2155 - acc: 0.9194 - val_loss: 1.6287 - val_acc: 0.6500
Epoch 8434/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2155 - acc: 0.9194 - val_loss: 1.6290 - val_acc: 0.6500
Epoch 8435/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2154 - acc: 0.9181 - val_loss: 1.6291 - val_acc: 0.6500
Epoch 8436/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2154 - acc: 0.9194 - val_loss: 1.6294 - val_acc: 0.6500
Epoch 8437/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2154 - acc: 0.9181 - val_loss: 1.6294 - val_acc: 0.6500
Epoch 8438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2153 - acc: 0.9194 - val_loss: 1.6299 - val_acc: 0.6556
Epoch 8439/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2153 - acc: 0.9181 - val_loss: 1.6297 - val_acc: 0.6500
Epoch 8440/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2153 - acc: 0.9194 - val_loss: 1.6304 - val_acc: 0.6556
Epoch 8441/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2153 - acc: 0.9181 - val_loss: 1.6300 - val_acc: 0.6500
Epoch 8442/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2152 - acc: 0.9194 - val_loss: 1.6309 - val_acc: 0.6556
Epoch 8443/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2152 - acc: 0.9181 - val_loss: 1.6301 - val_acc: 0.6500
Epoch 8444/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2152 - acc: 0.9194 - val_loss: 1.6316 - val_acc: 0.6556
Epoch 8445/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2151 - acc: 0.9181 - val_loss: 1.6301 - val_acc: 0.6444
Epoch 8446/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2151 - acc: 0.9194 - val_loss: 1.6326 - val_acc: 0.6556
Epoch 8447/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2152 - acc: 0.9181 - val_loss: 1.6297 - val_acc: 0.6444
Epoch 8448/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2152 - acc: 0.9194 - val_loss: 1.6342 - val_acc: 0.6556
Epoch 8449/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2153 - acc: 0.9181 - val_loss: 1.6287 - val_acc: 0.6444
Epoch 8450/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2156 - acc: 0.9208 - val_loss: 1.6360 - val_acc: 0.6556
Epoch 8451/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2161 - acc: 0.9194 - val_loss: 1.6267 - val_acc: 0.6444
Epoch 8452/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2170 - acc: 0.9167 - val_loss: 1.6395 - val_acc: 0.6500
Epoch 8453/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2189 - acc: 0.9153 - val_loss: 1.6232 - val_acc: 0.6278
Epoch 8454/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2223 - acc: 0.9083 - val_loss: 1.6488 - val_acc: 0.6278
Epoch 8455/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2303 - acc: 0.9069 - val_loss: 1.6186 - val_acc: 0.6333
Epoch 8456/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2446 - acc: 0.8944 - val_loss: 1.6874 - val_acc: 0.6222
Epoch 8457/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2864 - acc: 0.8653 - val_loss: 1.6306 - val_acc: 0.6056
Epoch 8458/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4036 - acc: 0.8097 - val_loss: 1.9105 - val_acc: 0.5833
Epoch 8459/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7739 - acc: 0.6944 - val_loss: 1.7179 - val_acc: 0.6000
Epoch 8460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7622 - acc: 0.6708 - val_loss: 1.7065 - val_acc: 0.6611
Epoch 8461/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3794 - acc: 0.8278 - val_loss: 1.6718 - val_acc: 0.6556
Epoch 8462/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3664 - acc: 0.8333 - val_loss: 1.6535 - val_acc: 0.6111
Epoch 8463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6124 - acc: 0.7264 - val_loss: 1.6733 - val_acc: 0.6111
Epoch 8464/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3559 - acc: 0.8361 - val_loss: 1.6503 - val_acc: 0.6222
Epoch 8465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3609 - acc: 0.8417 - val_loss: 1.4861 - val_acc: 0.6278
Epoch 8466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4728 - acc: 0.7736 - val_loss: 1.5237 - val_acc: 0.6778
Epoch 8467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2780 - acc: 0.8708 - val_loss: 1.6776 - val_acc: 0.6389
Epoch 8468/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4307 - acc: 0.7861 - val_loss: 1.5121 - val_acc: 0.6333
Epoch 8469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4113 - acc: 0.8181 - val_loss: 1.5098 - val_acc: 0.6667
Epoch 8470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2760 - acc: 0.8806 - val_loss: 1.6854 - val_acc: 0.6167
Epoch 8471/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3949 - acc: 0.8125 - val_loss: 1.4877 - val_acc: 0.6389
Epoch 8472/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3082 - acc: 0.8694 - val_loss: 1.4834 - val_acc: 0.6722
Epoch 8473/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2829 - acc: 0.8806 - val_loss: 1.5872 - val_acc: 0.6389
Epoch 8474/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3489 - acc: 0.8389 - val_loss: 1.5069 - val_acc: 0.6278
Epoch 8475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2831 - acc: 0.8708 - val_loss: 1.5011 - val_acc: 0.6556
Epoch 8476/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2630 - acc: 0.9000 - val_loss: 1.5541 - val_acc: 0.6444
Epoch 8477/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3246 - acc: 0.8528 - val_loss: 1.5005 - val_acc: 0.6722
Epoch 8478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2606 - acc: 0.8931 - val_loss: 1.5186 - val_acc: 0.6611
Epoch 8479/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2544 - acc: 0.8972 - val_loss: 1.5671 - val_acc: 0.6556
Epoch 8480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2943 - acc: 0.8750 - val_loss: 1.5309 - val_acc: 0.6389
Epoch 8481/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2493 - acc: 0.9000 - val_loss: 1.5425 - val_acc: 0.6444
Epoch 8482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2528 - acc: 0.8861 - val_loss: 1.5741 - val_acc: 0.6556
Epoch 8483/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2740 - acc: 0.8764 - val_loss: 1.5389 - val_acc: 0.6611
Epoch 8484/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2541 - acc: 0.9000 - val_loss: 1.5856 - val_acc: 0.6500
Epoch 8485/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2436 - acc: 0.9028 - val_loss: 1.5857 - val_acc: 0.6611
Epoch 8486/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2455 - acc: 0.8917 - val_loss: 1.5430 - val_acc: 0.6611
Epoch 8487/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2525 - acc: 0.9000 - val_loss: 1.5862 - val_acc: 0.6667
Epoch 8488/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2317 - acc: 0.9167 - val_loss: 1.5940 - val_acc: 0.6556
Epoch 8489/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2371 - acc: 0.9028 - val_loss: 1.5670 - val_acc: 0.6389
Epoch 8490/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2407 - acc: 0.9069 - val_loss: 1.5988 - val_acc: 0.6722
Epoch 8491/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2326 - acc: 0.9139 - val_loss: 1.5897 - val_acc: 0.6556
Epoch 8492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2298 - acc: 0.9000 - val_loss: 1.5722 - val_acc: 0.6500
Epoch 8493/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2267 - acc: 0.9153 - val_loss: 1.5966 - val_acc: 0.6667
Epoch 8494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2340 - acc: 0.9083 - val_loss: 1.6021 - val_acc: 0.6333
Epoch 8495/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2254 - acc: 0.9125 - val_loss: 1.6035 - val_acc: 0.6389
Epoch 8496/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2236 - acc: 0.9139 - val_loss: 1.6064 - val_acc: 0.6556
Epoch 8497/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2252 - acc: 0.9125 - val_loss: 1.6072 - val_acc: 0.6333
Epoch 8498/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2225 - acc: 0.9194 - val_loss: 1.6085 - val_acc: 0.6389
Epoch 8499/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2259 - acc: 0.9139 - val_loss: 1.5930 - val_acc: 0.6500
Epoch 8500/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2196 - acc: 0.9181 - val_loss: 1.5921 - val_acc: 0.6611
Epoch 8501/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2213 - acc: 0.9167 - val_loss: 1.6081 - val_acc: 0.6389
Epoch 8502/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2228 - acc: 0.9139 - val_loss: 1.5997 - val_acc: 0.6556
Epoch 8503/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2189 - acc: 0.9208 - val_loss: 1.6051 - val_acc: 0.6556
Epoch 8504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2204 - acc: 0.9153 - val_loss: 1.6145 - val_acc: 0.6444
Epoch 8505/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2181 - acc: 0.9125 - val_loss: 1.6167 - val_acc: 0.6500
Epoch 8506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2196 - acc: 0.9194 - val_loss: 1.6222 - val_acc: 0.6444
Epoch 8507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2196 - acc: 0.9222 - val_loss: 1.6128 - val_acc: 0.6556
Epoch 8508/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2167 - acc: 0.9208 - val_loss: 1.6155 - val_acc: 0.6556
Epoch 8509/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2187 - acc: 0.9194 - val_loss: 1.6227 - val_acc: 0.6500
Epoch 8510/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2177 - acc: 0.9167 - val_loss: 1.6172 - val_acc: 0.6500
Epoch 8511/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2176 - acc: 0.9208 - val_loss: 1.6289 - val_acc: 0.6444
Epoch 8512/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2174 - acc: 0.9194 - val_loss: 1.6285 - val_acc: 0.6500
Epoch 8513/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2160 - acc: 0.9236 - val_loss: 1.6181 - val_acc: 0.6500
Epoch 8514/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2172 - acc: 0.9208 - val_loss: 1.6260 - val_acc: 0.6556
Epoch 8515/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2165 - acc: 0.9194 - val_loss: 1.6260 - val_acc: 0.6611
Epoch 8516/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2161 - acc: 0.9181 - val_loss: 1.6232 - val_acc: 0.6611
Epoch 8517/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2160 - acc: 0.9194 - val_loss: 1.6233 - val_acc: 0.6556
Epoch 8518/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2157 - acc: 0.9208 - val_loss: 1.6248 - val_acc: 0.6556
Epoch 8519/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2161 - acc: 0.9194 - val_loss: 1.6298 - val_acc: 0.6500
Epoch 8520/15000
720/720 [==============================] - 0s 27us/step - loss: 0.2156 - acc: 0.9208 - val_loss: 1.6233 - val_acc: 0.6556
Epoch 8521/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2153 - acc: 0.9208 - val_loss: 1.6281 - val_acc: 0.6556
Epoch 8522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2152 - acc: 0.9222 - val_loss: 1.6310 - val_acc: 0.6500
Epoch 8523/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2151 - acc: 0.9236 - val_loss: 1.6223 - val_acc: 0.6500
Epoch 8524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2153 - acc: 0.9222 - val_loss: 1.6288 - val_acc: 0.6556
Epoch 8525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2149 - acc: 0.9181 - val_loss: 1.6293 - val_acc: 0.6556
Epoch 8526/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2148 - acc: 0.9222 - val_loss: 1.6243 - val_acc: 0.6556
Epoch 8527/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2147 - acc: 0.9194 - val_loss: 1.6282 - val_acc: 0.6556
Epoch 8528/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2146 - acc: 0.9208 - val_loss: 1.6306 - val_acc: 0.6556
Epoch 8529/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2147 - acc: 0.9222 - val_loss: 1.6300 - val_acc: 0.6556
Epoch 8530/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2144 - acc: 0.9181 - val_loss: 1.6258 - val_acc: 0.6556
Epoch 8531/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2144 - acc: 0.9194 - val_loss: 1.6298 - val_acc: 0.6556
Epoch 8532/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2143 - acc: 0.9208 - val_loss: 1.6320 - val_acc: 0.6556
Epoch 8533/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2142 - acc: 0.9222 - val_loss: 1.6258 - val_acc: 0.6500
Epoch 8534/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2143 - acc: 0.9194 - val_loss: 1.6294 - val_acc: 0.6556
Epoch 8535/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2140 - acc: 0.9194 - val_loss: 1.6294 - val_acc: 0.6500
Epoch 8536/15000
720/720 [==============================] - 0s 5us/step - loss: 0.2140 - acc: 0.9208 - val_loss: 1.6268 - val_acc: 0.6500
Epoch 8537/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2140 - acc: 0.9181 - val_loss: 1.6308 - val_acc: 0.6556
Epoch 8538/15000
720/720 [==============================] - 0s 31us/step - loss: 0.2139 - acc: 0.9181 - val_loss: 1.6306 - val_acc: 0.6500
Epoch 8539/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2139 - acc: 0.9208 - val_loss: 1.6286 - val_acc: 0.6556
Epoch 8540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2137 - acc: 0.9194 - val_loss: 1.6276 - val_acc: 0.6556
Epoch 8541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2137 - acc: 0.9181 - val_loss: 1.6304 - val_acc: 0.6500
Epoch 8542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2137 - acc: 0.9208 - val_loss: 1.6308 - val_acc: 0.6556
Epoch 8543/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2136 - acc: 0.9181 - val_loss: 1.6289 - val_acc: 0.6500
Epoch 8544/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2136 - acc: 0.9181 - val_loss: 1.6331 - val_acc: 0.6556
Epoch 8545/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2135 - acc: 0.9208 - val_loss: 1.6325 - val_acc: 0.6500
Epoch 8546/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2134 - acc: 0.9208 - val_loss: 1.6313 - val_acc: 0.6556
Epoch 8547/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2134 - acc: 0.9181 - val_loss: 1.6338 - val_acc: 0.6556
Epoch 8548/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2133 - acc: 0.9181 - val_loss: 1.6324 - val_acc: 0.6500
Epoch 8549/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2133 - acc: 0.9208 - val_loss: 1.6317 - val_acc: 0.6556
Epoch 8550/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2133 - acc: 0.9194 - val_loss: 1.6321 - val_acc: 0.6556
Epoch 8551/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2132 - acc: 0.9208 - val_loss: 1.6336 - val_acc: 0.6556
Epoch 8552/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2132 - acc: 0.9208 - val_loss: 1.6332 - val_acc: 0.6556
Epoch 8553/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2131 - acc: 0.9181 - val_loss: 1.6328 - val_acc: 0.6500
Epoch 8554/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2131 - acc: 0.9181 - val_loss: 1.6353 - val_acc: 0.6556
Epoch 8555/15000
720/720 [==============================] - 0s 27us/step - loss: 0.2130 - acc: 0.9194 - val_loss: 1.6339 - val_acc: 0.6556
Epoch 8556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2130 - acc: 0.9181 - val_loss: 1.6340 - val_acc: 0.6556
Epoch 8557/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2129 - acc: 0.9181 - val_loss: 1.6354 - val_acc: 0.6556
Epoch 8558/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2129 - acc: 0.9194 - val_loss: 1.6350 - val_acc: 0.6556
Epoch 8559/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2129 - acc: 0.9194 - val_loss: 1.6353 - val_acc: 0.6556
Epoch 8560/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2128 - acc: 0.9181 - val_loss: 1.6352 - val_acc: 0.6556
Epoch 8561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2128 - acc: 0.9208 - val_loss: 1.6357 - val_acc: 0.6556
Epoch 8562/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2127 - acc: 0.9194 - val_loss: 1.6352 - val_acc: 0.6556
Epoch 8563/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2127 - acc: 0.9181 - val_loss: 1.6355 - val_acc: 0.6500
Epoch 8564/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2127 - acc: 0.9194 - val_loss: 1.6363 - val_acc: 0.6556
Epoch 8565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2126 - acc: 0.9194 - val_loss: 1.6355 - val_acc: 0.6556
Epoch 8566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2126 - acc: 0.9194 - val_loss: 1.6365 - val_acc: 0.6556
Epoch 8567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2125 - acc: 0.9181 - val_loss: 1.6369 - val_acc: 0.6556
Epoch 8568/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2125 - acc: 0.9194 - val_loss: 1.6370 - val_acc: 0.6556
Epoch 8569/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2125 - acc: 0.9194 - val_loss: 1.6375 - val_acc: 0.6556
Epoch 8570/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2124 - acc: 0.9181 - val_loss: 1.6377 - val_acc: 0.6556
Epoch 8571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2124 - acc: 0.9208 - val_loss: 1.6384 - val_acc: 0.6556
Epoch 8572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2123 - acc: 0.9181 - val_loss: 1.6383 - val_acc: 0.6556
Epoch 8573/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2123 - acc: 0.9194 - val_loss: 1.6390 - val_acc: 0.6556
Epoch 8574/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2123 - acc: 0.9194 - val_loss: 1.6392 - val_acc: 0.6556
Epoch 8575/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2122 - acc: 0.9194 - val_loss: 1.6391 - val_acc: 0.6556
Epoch 8576/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2122 - acc: 0.9194 - val_loss: 1.6397 - val_acc: 0.6556
Epoch 8577/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2121 - acc: 0.9194 - val_loss: 1.6397 - val_acc: 0.6556
Epoch 8578/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2121 - acc: 0.9194 - val_loss: 1.6402 - val_acc: 0.6556
Epoch 8579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2121 - acc: 0.9181 - val_loss: 1.6403 - val_acc: 0.6556
Epoch 8580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2120 - acc: 0.9194 - val_loss: 1.6407 - val_acc: 0.6556
Epoch 8581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2120 - acc: 0.9194 - val_loss: 1.6410 - val_acc: 0.6556
Epoch 8582/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2119 - acc: 0.9194 - val_loss: 1.6409 - val_acc: 0.6556
Epoch 8583/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2119 - acc: 0.9194 - val_loss: 1.6416 - val_acc: 0.6556
Epoch 8584/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2119 - acc: 0.9194 - val_loss: 1.6417 - val_acc: 0.6556
Epoch 8585/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2118 - acc: 0.9194 - val_loss: 1.6419 - val_acc: 0.6556
Epoch 8586/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2118 - acc: 0.9194 - val_loss: 1.6420 - val_acc: 0.6556
Epoch 8587/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2117 - acc: 0.9194 - val_loss: 1.6423 - val_acc: 0.6556
Epoch 8588/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2117 - acc: 0.9194 - val_loss: 1.6425 - val_acc: 0.6556
Epoch 8589/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2117 - acc: 0.9181 - val_loss: 1.6426 - val_acc: 0.6556
Epoch 8590/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2116 - acc: 0.9194 - val_loss: 1.6431 - val_acc: 0.6556
Epoch 8591/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2116 - acc: 0.9194 - val_loss: 1.6431 - val_acc: 0.6556
Epoch 8592/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2116 - acc: 0.9194 - val_loss: 1.6434 - val_acc: 0.6556
Epoch 8593/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2115 - acc: 0.9194 - val_loss: 1.6437 - val_acc: 0.6556
Epoch 8594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2115 - acc: 0.9194 - val_loss: 1.6439 - val_acc: 0.6556
Epoch 8595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2114 - acc: 0.9194 - val_loss: 1.6441 - val_acc: 0.6556
Epoch 8596/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2114 - acc: 0.9194 - val_loss: 1.6443 - val_acc: 0.6556
Epoch 8597/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2114 - acc: 0.9194 - val_loss: 1.6446 - val_acc: 0.6556
Epoch 8598/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2113 - acc: 0.9194 - val_loss: 1.6446 - val_acc: 0.6556
Epoch 8599/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2113 - acc: 0.9194 - val_loss: 1.6450 - val_acc: 0.6556
Epoch 8600/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2113 - acc: 0.9194 - val_loss: 1.6452 - val_acc: 0.6556
Epoch 8601/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2112 - acc: 0.9194 - val_loss: 1.6453 - val_acc: 0.6556
Epoch 8602/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2112 - acc: 0.9194 - val_loss: 1.6456 - val_acc: 0.6556
Epoch 8603/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2112 - acc: 0.9194 - val_loss: 1.6458 - val_acc: 0.6556
Epoch 8604/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2111 - acc: 0.9194 - val_loss: 1.6461 - val_acc: 0.6556
Epoch 8605/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2111 - acc: 0.9194 - val_loss: 1.6463 - val_acc: 0.6556
Epoch 8606/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2111 - acc: 0.9208 - val_loss: 1.6466 - val_acc: 0.6556
Epoch 8607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2110 - acc: 0.9194 - val_loss: 1.6467 - val_acc: 0.6556
Epoch 8608/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2110 - acc: 0.9208 - val_loss: 1.6470 - val_acc: 0.6556
Epoch 8609/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2110 - acc: 0.9194 - val_loss: 1.6473 - val_acc: 0.6556
Epoch 8610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2109 - acc: 0.9208 - val_loss: 1.6475 - val_acc: 0.6556
Epoch 8611/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2109 - acc: 0.9208 - val_loss: 1.6477 - val_acc: 0.6556
Epoch 8612/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2109 - acc: 0.9208 - val_loss: 1.6480 - val_acc: 0.6556
Epoch 8613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2108 - acc: 0.9208 - val_loss: 1.6482 - val_acc: 0.6556
Epoch 8614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2108 - acc: 0.9208 - val_loss: 1.6484 - val_acc: 0.6556
Epoch 8615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2108 - acc: 0.9208 - val_loss: 1.6487 - val_acc: 0.6556
Epoch 8616/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2107 - acc: 0.9208 - val_loss: 1.6489 - val_acc: 0.6556
Epoch 8617/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2107 - acc: 0.9208 - val_loss: 1.6491 - val_acc: 0.6556
Epoch 8618/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2107 - acc: 0.9208 - val_loss: 1.6494 - val_acc: 0.6556
Epoch 8619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2106 - acc: 0.9208 - val_loss: 1.6496 - val_acc: 0.6556
Epoch 8620/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2106 - acc: 0.9208 - val_loss: 1.6499 - val_acc: 0.6556
Epoch 8621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2106 - acc: 0.9208 - val_loss: 1.6501 - val_acc: 0.6556
Epoch 8622/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2105 - acc: 0.9208 - val_loss: 1.6504 - val_acc: 0.6556
Epoch 8623/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2105 - acc: 0.9208 - val_loss: 1.6505 - val_acc: 0.6556
Epoch 8624/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2105 - acc: 0.9208 - val_loss: 1.6508 - val_acc: 0.6556
Epoch 8625/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2104 - acc: 0.9208 - val_loss: 1.6510 - val_acc: 0.6556
Epoch 8626/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2104 - acc: 0.9208 - val_loss: 1.6512 - val_acc: 0.6556
Epoch 8627/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2104 - acc: 0.9208 - val_loss: 1.6514 - val_acc: 0.6556
Epoch 8628/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2103 - acc: 0.9208 - val_loss: 1.6516 - val_acc: 0.6556
Epoch 8629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2103 - acc: 0.9208 - val_loss: 1.6518 - val_acc: 0.6556
Epoch 8630/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2103 - acc: 0.9208 - val_loss: 1.6520 - val_acc: 0.6556
Epoch 8631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2102 - acc: 0.9208 - val_loss: 1.6523 - val_acc: 0.6556
Epoch 8632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2102 - acc: 0.9208 - val_loss: 1.6524 - val_acc: 0.6556
Epoch 8633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2102 - acc: 0.9208 - val_loss: 1.6527 - val_acc: 0.6556
Epoch 8634/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2101 - acc: 0.9208 - val_loss: 1.6529 - val_acc: 0.6556
Epoch 8635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2101 - acc: 0.9208 - val_loss: 1.6531 - val_acc: 0.6556
Epoch 8636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2101 - acc: 0.9208 - val_loss: 1.6532 - val_acc: 0.6556
Epoch 8637/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2100 - acc: 0.9208 - val_loss: 1.6535 - val_acc: 0.6556
Epoch 8638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2100 - acc: 0.9208 - val_loss: 1.6536 - val_acc: 0.6556
Epoch 8639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2100 - acc: 0.9208 - val_loss: 1.6538 - val_acc: 0.6556
Epoch 8640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2099 - acc: 0.9208 - val_loss: 1.6540 - val_acc: 0.6556
Epoch 8641/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2099 - acc: 0.9208 - val_loss: 1.6542 - val_acc: 0.6556
Epoch 8642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2099 - acc: 0.9208 - val_loss: 1.6544 - val_acc: 0.6556
Epoch 8643/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2098 - acc: 0.9208 - val_loss: 1.6546 - val_acc: 0.6556
Epoch 8644/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2098 - acc: 0.9208 - val_loss: 1.6548 - val_acc: 0.6556
Epoch 8645/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2098 - acc: 0.9208 - val_loss: 1.6550 - val_acc: 0.6556
Epoch 8646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2097 - acc: 0.9208 - val_loss: 1.6552 - val_acc: 0.6556
Epoch 8647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2097 - acc: 0.9208 - val_loss: 1.6554 - val_acc: 0.6556
Epoch 8648/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2097 - acc: 0.9208 - val_loss: 1.6556 - val_acc: 0.6556
Epoch 8649/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2096 - acc: 0.9208 - val_loss: 1.6558 - val_acc: 0.6556
Epoch 8650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2096 - acc: 0.9208 - val_loss: 1.6560 - val_acc: 0.6556
Epoch 8651/15000
720/720 [==============================] - 0s 2us/step - loss: 0.2096 - acc: 0.9208 - val_loss: 1.6561 - val_acc: 0.6556
Epoch 8652/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2095 - acc: 0.9208 - val_loss: 1.6563 - val_acc: 0.6556
Epoch 8653/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2095 - acc: 0.9208 - val_loss: 1.6565 - val_acc: 0.6556
Epoch 8654/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2095 - acc: 0.9208 - val_loss: 1.6567 - val_acc: 0.6556
Epoch 8655/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2094 - acc: 0.9208 - val_loss: 1.6569 - val_acc: 0.6556
Epoch 8656/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2094 - acc: 0.9208 - val_loss: 1.6571 - val_acc: 0.6556
Epoch 8657/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2094 - acc: 0.9208 - val_loss: 1.6573 - val_acc: 0.6556
Epoch 8658/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2093 - acc: 0.9208 - val_loss: 1.6575 - val_acc: 0.6556
Epoch 8659/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2093 - acc: 0.9208 - val_loss: 1.6577 - val_acc: 0.6556
Epoch 8660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2093 - acc: 0.9208 - val_loss: 1.6579 - val_acc: 0.6556
Epoch 8661/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2092 - acc: 0.9208 - val_loss: 1.6581 - val_acc: 0.6556
Epoch 8662/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2092 - acc: 0.9208 - val_loss: 1.6582 - val_acc: 0.6556
Epoch 8663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2092 - acc: 0.9208 - val_loss: 1.6584 - val_acc: 0.6556
Epoch 8664/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2091 - acc: 0.9208 - val_loss: 1.6586 - val_acc: 0.6556
Epoch 8665/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2091 - acc: 0.9222 - val_loss: 1.6588 - val_acc: 0.6556
Epoch 8666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2091 - acc: 0.9222 - val_loss: 1.6590 - val_acc: 0.6556
Epoch 8667/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2090 - acc: 0.9222 - val_loss: 1.6591 - val_acc: 0.6556
Epoch 8668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2090 - acc: 0.9222 - val_loss: 1.6593 - val_acc: 0.6556
Epoch 8669/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2090 - acc: 0.9222 - val_loss: 1.6595 - val_acc: 0.6556
Epoch 8670/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2089 - acc: 0.9222 - val_loss: 1.6597 - val_acc: 0.6556
Epoch 8671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2089 - acc: 0.9222 - val_loss: 1.6599 - val_acc: 0.6556
Epoch 8672/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2089 - acc: 0.9222 - val_loss: 1.6601 - val_acc: 0.6556
Epoch 8673/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2088 - acc: 0.9222 - val_loss: 1.6602 - val_acc: 0.6556
Epoch 8674/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2088 - acc: 0.9222 - val_loss: 1.6604 - val_acc: 0.6556
Epoch 8675/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2088 - acc: 0.9222 - val_loss: 1.6606 - val_acc: 0.6556
Epoch 8676/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2087 - acc: 0.9222 - val_loss: 1.6608 - val_acc: 0.6556
Epoch 8677/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2087 - acc: 0.9222 - val_loss: 1.6610 - val_acc: 0.6556
Epoch 8678/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2087 - acc: 0.9222 - val_loss: 1.6611 - val_acc: 0.6556
Epoch 8679/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2086 - acc: 0.9222 - val_loss: 1.6613 - val_acc: 0.6556
Epoch 8680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2086 - acc: 0.9222 - val_loss: 1.6615 - val_acc: 0.6556
Epoch 8681/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2086 - acc: 0.9222 - val_loss: 1.6617 - val_acc: 0.6556
Epoch 8682/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2085 - acc: 0.9222 - val_loss: 1.6618 - val_acc: 0.6556
Epoch 8683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2085 - acc: 0.9222 - val_loss: 1.6620 - val_acc: 0.6556
Epoch 8684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2085 - acc: 0.9222 - val_loss: 1.6622 - val_acc: 0.6556
Epoch 8685/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2084 - acc: 0.9222 - val_loss: 1.6624 - val_acc: 0.6556
Epoch 8686/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2084 - acc: 0.9222 - val_loss: 1.6625 - val_acc: 0.6556
Epoch 8687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2084 - acc: 0.9236 - val_loss: 1.6628 - val_acc: 0.6556
Epoch 8688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2083 - acc: 0.9222 - val_loss: 1.6628 - val_acc: 0.6556
Epoch 8689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2083 - acc: 0.9236 - val_loss: 1.6632 - val_acc: 0.6556
Epoch 8690/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2083 - acc: 0.9222 - val_loss: 1.6631 - val_acc: 0.6556
Epoch 8691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2082 - acc: 0.9236 - val_loss: 1.6636 - val_acc: 0.6556
Epoch 8692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2082 - acc: 0.9222 - val_loss: 1.6634 - val_acc: 0.6556
Epoch 8693/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2082 - acc: 0.9236 - val_loss: 1.6641 - val_acc: 0.6556
Epoch 8694/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2082 - acc: 0.9222 - val_loss: 1.6636 - val_acc: 0.6444
Epoch 8695/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2081 - acc: 0.9236 - val_loss: 1.6646 - val_acc: 0.6556
Epoch 8696/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2081 - acc: 0.9194 - val_loss: 1.6634 - val_acc: 0.6444
Epoch 8697/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2081 - acc: 0.9222 - val_loss: 1.6654 - val_acc: 0.6556
Epoch 8698/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2082 - acc: 0.9194 - val_loss: 1.6628 - val_acc: 0.6444
Epoch 8699/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2083 - acc: 0.9222 - val_loss: 1.6665 - val_acc: 0.6500
Epoch 8700/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2085 - acc: 0.9222 - val_loss: 1.6616 - val_acc: 0.6444
Epoch 8701/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2089 - acc: 0.9208 - val_loss: 1.6687 - val_acc: 0.6500
Epoch 8702/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2097 - acc: 0.9222 - val_loss: 1.6590 - val_acc: 0.6389
Epoch 8703/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2112 - acc: 0.9194 - val_loss: 1.6735 - val_acc: 0.6389
Epoch 8704/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2146 - acc: 0.9125 - val_loss: 1.6548 - val_acc: 0.6222
Epoch 8705/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2204 - acc: 0.9097 - val_loss: 1.6889 - val_acc: 0.6389
Epoch 8706/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2355 - acc: 0.9028 - val_loss: 1.6515 - val_acc: 0.6333
Epoch 8707/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2655 - acc: 0.8819 - val_loss: 1.7671 - val_acc: 0.6167
Epoch 8708/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3702 - acc: 0.8167 - val_loss: 1.7082 - val_acc: 0.6111
Epoch 8709/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7571 - acc: 0.6847 - val_loss: 1.9590 - val_acc: 0.5778
Epoch 8710/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8776 - acc: 0.6792 - val_loss: 1.6935 - val_acc: 0.6722
Epoch 8711/15000
720/720 [==============================] - 0s 23us/step - loss: 0.3808 - acc: 0.8153 - val_loss: 1.6334 - val_acc: 0.6444
Epoch 8712/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4258 - acc: 0.7972 - val_loss: 1.8688 - val_acc: 0.6111
Epoch 8713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6959 - acc: 0.7056 - val_loss: 1.6207 - val_acc: 0.6556
Epoch 8714/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3123 - acc: 0.8542 - val_loss: 1.5703 - val_acc: 0.6167
Epoch 8715/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6586 - acc: 0.7194 - val_loss: 1.7495 - val_acc: 0.5944
Epoch 8716/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5058 - acc: 0.7681 - val_loss: 1.5949 - val_acc: 0.6611
Epoch 8717/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4472 - acc: 0.8111 - val_loss: 1.4391 - val_acc: 0.6667
Epoch 8718/15000
720/720 [==============================] - 0s 26us/step - loss: 0.4563 - acc: 0.7986 - val_loss: 1.4736 - val_acc: 0.6722
Epoch 8719/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3808 - acc: 0.8361 - val_loss: 1.6212 - val_acc: 0.6222
Epoch 8720/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4487 - acc: 0.7847 - val_loss: 1.4429 - val_acc: 0.6778
Epoch 8721/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3341 - acc: 0.8431 - val_loss: 1.4197 - val_acc: 0.6667
Epoch 8722/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3770 - acc: 0.8319 - val_loss: 1.4851 - val_acc: 0.6333
Epoch 8723/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3324 - acc: 0.8444 - val_loss: 1.5095 - val_acc: 0.6444
Epoch 8724/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3354 - acc: 0.8361 - val_loss: 1.4594 - val_acc: 0.6389
Epoch 8725/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3502 - acc: 0.8403 - val_loss: 1.5034 - val_acc: 0.6444
Epoch 8726/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2853 - acc: 0.8708 - val_loss: 1.5329 - val_acc: 0.6278
Epoch 8727/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3133 - acc: 0.8597 - val_loss: 1.4990 - val_acc: 0.6444
Epoch 8728/15000
720/720 [==============================] - 0s 27us/step - loss: 0.3154 - acc: 0.8653 - val_loss: 1.5052 - val_acc: 0.6500
Epoch 8729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2576 - acc: 0.8917 - val_loss: 1.5733 - val_acc: 0.6167
Epoch 8730/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2939 - acc: 0.8653 - val_loss: 1.5491 - val_acc: 0.6222
Epoch 8731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2743 - acc: 0.8819 - val_loss: 1.5561 - val_acc: 0.6389
Epoch 8732/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2673 - acc: 0.8819 - val_loss: 1.5681 - val_acc: 0.6278
Epoch 8733/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2581 - acc: 0.8861 - val_loss: 1.5476 - val_acc: 0.6556
Epoch 8734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2690 - acc: 0.8875 - val_loss: 1.5309 - val_acc: 0.6556
Epoch 8735/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2467 - acc: 0.8986 - val_loss: 1.5551 - val_acc: 0.6444
Epoch 8736/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2444 - acc: 0.8944 - val_loss: 1.5942 - val_acc: 0.6222
Epoch 8737/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2560 - acc: 0.9000 - val_loss: 1.5816 - val_acc: 0.6611
Epoch 8738/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2315 - acc: 0.9083 - val_loss: 1.5467 - val_acc: 0.6667
Epoch 8739/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2415 - acc: 0.9028 - val_loss: 1.5628 - val_acc: 0.6389
Epoch 8740/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2363 - acc: 0.8986 - val_loss: 1.5876 - val_acc: 0.6500
Epoch 8741/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2314 - acc: 0.9028 - val_loss: 1.5713 - val_acc: 0.6500
Epoch 8742/15000
720/720 [==============================] - 0s 27us/step - loss: 0.2349 - acc: 0.9083 - val_loss: 1.5605 - val_acc: 0.6500
Epoch 8743/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2234 - acc: 0.9097 - val_loss: 1.5719 - val_acc: 0.6444
Epoch 8744/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2303 - acc: 0.9014 - val_loss: 1.5666 - val_acc: 0.6611
Epoch 8745/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2246 - acc: 0.9097 - val_loss: 1.5795 - val_acc: 0.6611
Epoch 8746/15000
720/720 [==============================] - 0s 32us/step - loss: 0.2236 - acc: 0.9069 - val_loss: 1.5904 - val_acc: 0.6500
Epoch 8747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2233 - acc: 0.9139 - val_loss: 1.5762 - val_acc: 0.6611
Epoch 8748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2201 - acc: 0.9222 - val_loss: 1.5757 - val_acc: 0.6667
Epoch 8749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2221 - acc: 0.9125 - val_loss: 1.5931 - val_acc: 0.6556
Epoch 8750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2182 - acc: 0.9222 - val_loss: 1.6015 - val_acc: 0.6500
Epoch 8751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2189 - acc: 0.9208 - val_loss: 1.5842 - val_acc: 0.6611
Epoch 8752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2185 - acc: 0.9125 - val_loss: 1.5787 - val_acc: 0.6333
Epoch 8753/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2164 - acc: 0.9153 - val_loss: 1.6065 - val_acc: 0.6444
Epoch 8754/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2170 - acc: 0.9236 - val_loss: 1.6014 - val_acc: 0.6556
Epoch 8755/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2146 - acc: 0.9250 - val_loss: 1.5900 - val_acc: 0.6500
Epoch 8756/15000
720/720 [==============================] - 0s 3us/step - loss: 0.2155 - acc: 0.9208 - val_loss: 1.6111 - val_acc: 0.6389
Epoch 8757/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2152 - acc: 0.9111 - val_loss: 1.6165 - val_acc: 0.6500
Epoch 8758/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2136 - acc: 0.9208 - val_loss: 1.6124 - val_acc: 0.6556
Epoch 8759/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2143 - acc: 0.9208 - val_loss: 1.6170 - val_acc: 0.6556
Epoch 8760/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2126 - acc: 0.9194 - val_loss: 1.6167 - val_acc: 0.6444
Epoch 8761/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2134 - acc: 0.9208 - val_loss: 1.6107 - val_acc: 0.6500
Epoch 8762/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2130 - acc: 0.9208 - val_loss: 1.6128 - val_acc: 0.6500
Epoch 8763/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2116 - acc: 0.9250 - val_loss: 1.6278 - val_acc: 0.6500
Epoch 8764/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2125 - acc: 0.9222 - val_loss: 1.6241 - val_acc: 0.6444
Epoch 8765/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2111 - acc: 0.9250 - val_loss: 1.6117 - val_acc: 0.6500
Epoch 8766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2118 - acc: 0.9222 - val_loss: 1.6238 - val_acc: 0.6500
Epoch 8767/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2112 - acc: 0.9236 - val_loss: 1.6233 - val_acc: 0.6500
Epoch 8768/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2105 - acc: 0.9222 - val_loss: 1.6166 - val_acc: 0.6556
Epoch 8769/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2108 - acc: 0.9236 - val_loss: 1.6207 - val_acc: 0.6500
Epoch 8770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2102 - acc: 0.9194 - val_loss: 1.6182 - val_acc: 0.6444
Epoch 8771/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2105 - acc: 0.9222 - val_loss: 1.6175 - val_acc: 0.6500
Epoch 8772/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2100 - acc: 0.9236 - val_loss: 1.6224 - val_acc: 0.6444
Epoch 8773/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2097 - acc: 0.9236 - val_loss: 1.6311 - val_acc: 0.6444
Epoch 8774/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2097 - acc: 0.9236 - val_loss: 1.6273 - val_acc: 0.6444
Epoch 8775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2093 - acc: 0.9208 - val_loss: 1.6227 - val_acc: 0.6500
Epoch 8776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2095 - acc: 0.9208 - val_loss: 1.6352 - val_acc: 0.6444
Epoch 8777/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2092 - acc: 0.9236 - val_loss: 1.6371 - val_acc: 0.6444
Epoch 8778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2090 - acc: 0.9250 - val_loss: 1.6322 - val_acc: 0.6444
Epoch 8779/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2091 - acc: 0.9250 - val_loss: 1.6366 - val_acc: 0.6500
Epoch 8780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2089 - acc: 0.9236 - val_loss: 1.6390 - val_acc: 0.6444
Epoch 8781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2089 - acc: 0.9236 - val_loss: 1.6385 - val_acc: 0.6500
Epoch 8782/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2088 - acc: 0.9222 - val_loss: 1.6373 - val_acc: 0.6444
Epoch 8783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2085 - acc: 0.9250 - val_loss: 1.6409 - val_acc: 0.6444
Epoch 8784/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2086 - acc: 0.9236 - val_loss: 1.6403 - val_acc: 0.6444
Epoch 8785/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2084 - acc: 0.9222 - val_loss: 1.6386 - val_acc: 0.6444
Epoch 8786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2084 - acc: 0.9264 - val_loss: 1.6427 - val_acc: 0.6500
Epoch 8787/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2083 - acc: 0.9236 - val_loss: 1.6394 - val_acc: 0.6444
Epoch 8788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2082 - acc: 0.9236 - val_loss: 1.6384 - val_acc: 0.6500
Epoch 8789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2081 - acc: 0.9250 - val_loss: 1.6425 - val_acc: 0.6444
Epoch 8790/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2080 - acc: 0.9250 - val_loss: 1.6427 - val_acc: 0.6444
Epoch 8791/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2080 - acc: 0.9236 - val_loss: 1.6407 - val_acc: 0.6500
Epoch 8792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2080 - acc: 0.9222 - val_loss: 1.6406 - val_acc: 0.6444
Epoch 8793/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2079 - acc: 0.9236 - val_loss: 1.6445 - val_acc: 0.6444
Epoch 8794/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2078 - acc: 0.9222 - val_loss: 1.6438 - val_acc: 0.6444
Epoch 8795/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2077 - acc: 0.9236 - val_loss: 1.6436 - val_acc: 0.6444
Epoch 8796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2077 - acc: 0.9250 - val_loss: 1.6469 - val_acc: 0.6444
Epoch 8797/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2077 - acc: 0.9250 - val_loss: 1.6456 - val_acc: 0.6444
Epoch 8798/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2076 - acc: 0.9250 - val_loss: 1.6467 - val_acc: 0.6444
Epoch 8799/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2076 - acc: 0.9264 - val_loss: 1.6496 - val_acc: 0.6444
Epoch 8800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2075 - acc: 0.9250 - val_loss: 1.6500 - val_acc: 0.6444
Epoch 8801/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2074 - acc: 0.9250 - val_loss: 1.6488 - val_acc: 0.6444
Epoch 8802/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2074 - acc: 0.9222 - val_loss: 1.6489 - val_acc: 0.6444
Epoch 8803/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2073 - acc: 0.9236 - val_loss: 1.6509 - val_acc: 0.6444
Epoch 8804/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2073 - acc: 0.9250 - val_loss: 1.6493 - val_acc: 0.6444
Epoch 8805/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2073 - acc: 0.9236 - val_loss: 1.6493 - val_acc: 0.6444
Epoch 8806/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2072 - acc: 0.9236 - val_loss: 1.6505 - val_acc: 0.6444
Epoch 8807/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2072 - acc: 0.9236 - val_loss: 1.6496 - val_acc: 0.6444
Epoch 8808/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2071 - acc: 0.9236 - val_loss: 1.6502 - val_acc: 0.6444
Epoch 8809/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2071 - acc: 0.9236 - val_loss: 1.6503 - val_acc: 0.6444
Epoch 8810/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2070 - acc: 0.9250 - val_loss: 1.6500 - val_acc: 0.6444
Epoch 8811/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2070 - acc: 0.9236 - val_loss: 1.6495 - val_acc: 0.6444
Epoch 8812/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2069 - acc: 0.9236 - val_loss: 1.6504 - val_acc: 0.6444
Epoch 8813/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2069 - acc: 0.9250 - val_loss: 1.6508 - val_acc: 0.6444
Epoch 8814/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2068 - acc: 0.9236 - val_loss: 1.6498 - val_acc: 0.6444
Epoch 8815/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2068 - acc: 0.9236 - val_loss: 1.6515 - val_acc: 0.6444
Epoch 8816/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2068 - acc: 0.9236 - val_loss: 1.6523 - val_acc: 0.6444
Epoch 8817/15000
720/720 [==============================] - 0s 15us/step - loss: 0.2067 - acc: 0.9250 - val_loss: 1.6519 - val_acc: 0.6444
Epoch 8818/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2067 - acc: 0.9236 - val_loss: 1.6521 - val_acc: 0.6444
Epoch 8819/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2066 - acc: 0.9236 - val_loss: 1.6529 - val_acc: 0.6444
Epoch 8820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2066 - acc: 0.9250 - val_loss: 1.6534 - val_acc: 0.6444
Epoch 8821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2065 - acc: 0.9250 - val_loss: 1.6532 - val_acc: 0.6444
Epoch 8822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2065 - acc: 0.9250 - val_loss: 1.6540 - val_acc: 0.6444
Epoch 8823/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2065 - acc: 0.9236 - val_loss: 1.6539 - val_acc: 0.6444
Epoch 8824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2064 - acc: 0.9236 - val_loss: 1.6541 - val_acc: 0.6444
Epoch 8825/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2064 - acc: 0.9236 - val_loss: 1.6550 - val_acc: 0.6444
Epoch 8826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2063 - acc: 0.9250 - val_loss: 1.6549 - val_acc: 0.6444
Epoch 8827/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2063 - acc: 0.9250 - val_loss: 1.6548 - val_acc: 0.6444
Epoch 8828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2063 - acc: 0.9236 - val_loss: 1.6549 - val_acc: 0.6444
Epoch 8829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2062 - acc: 0.9236 - val_loss: 1.6555 - val_acc: 0.6444
Epoch 8830/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2062 - acc: 0.9236 - val_loss: 1.6554 - val_acc: 0.6444
Epoch 8831/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2061 - acc: 0.9236 - val_loss: 1.6558 - val_acc: 0.6444
Epoch 8832/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2061 - acc: 0.9250 - val_loss: 1.6562 - val_acc: 0.6444
Epoch 8833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2061 - acc: 0.9250 - val_loss: 1.6561 - val_acc: 0.6444
Epoch 8834/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2060 - acc: 0.9236 - val_loss: 1.6565 - val_acc: 0.6444
Epoch 8835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2060 - acc: 0.9236 - val_loss: 1.6568 - val_acc: 0.6444
Epoch 8836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2059 - acc: 0.9250 - val_loss: 1.6569 - val_acc: 0.6444
Epoch 8837/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2059 - acc: 0.9236 - val_loss: 1.6569 - val_acc: 0.6444
Epoch 8838/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2059 - acc: 0.9236 - val_loss: 1.6574 - val_acc: 0.6444
Epoch 8839/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2058 - acc: 0.9250 - val_loss: 1.6577 - val_acc: 0.6444
Epoch 8840/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2058 - acc: 0.9250 - val_loss: 1.6577 - val_acc: 0.6444
Epoch 8841/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2057 - acc: 0.9236 - val_loss: 1.6583 - val_acc: 0.6444
Epoch 8842/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2057 - acc: 0.9236 - val_loss: 1.6585 - val_acc: 0.6444
Epoch 8843/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2057 - acc: 0.9250 - val_loss: 1.6587 - val_acc: 0.6444
Epoch 8844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2056 - acc: 0.9250 - val_loss: 1.6587 - val_acc: 0.6444
Epoch 8845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2056 - acc: 0.9236 - val_loss: 1.6590 - val_acc: 0.6444
Epoch 8846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2056 - acc: 0.9236 - val_loss: 1.6592 - val_acc: 0.6444
Epoch 8847/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2055 - acc: 0.9236 - val_loss: 1.6594 - val_acc: 0.6444
Epoch 8848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2055 - acc: 0.9250 - val_loss: 1.6597 - val_acc: 0.6444
Epoch 8849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2054 - acc: 0.9250 - val_loss: 1.6597 - val_acc: 0.6444
Epoch 8850/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2054 - acc: 0.9236 - val_loss: 1.6600 - val_acc: 0.6444
Epoch 8851/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2054 - acc: 0.9236 - val_loss: 1.6602 - val_acc: 0.6444
Epoch 8852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2053 - acc: 0.9250 - val_loss: 1.6604 - val_acc: 0.6444
Epoch 8853/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2053 - acc: 0.9250 - val_loss: 1.6605 - val_acc: 0.6444
Epoch 8854/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2053 - acc: 0.9250 - val_loss: 1.6607 - val_acc: 0.6444
Epoch 8855/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2052 - acc: 0.9250 - val_loss: 1.6610 - val_acc: 0.6444
Epoch 8856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2052 - acc: 0.9250 - val_loss: 1.6611 - val_acc: 0.6444
Epoch 8857/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2052 - acc: 0.9250 - val_loss: 1.6614 - val_acc: 0.6444
Epoch 8858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2051 - acc: 0.9250 - val_loss: 1.6615 - val_acc: 0.6444
Epoch 8859/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2051 - acc: 0.9250 - val_loss: 1.6616 - val_acc: 0.6444
Epoch 8860/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2050 - acc: 0.9250 - val_loss: 1.6618 - val_acc: 0.6444
Epoch 8861/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2050 - acc: 0.9250 - val_loss: 1.6620 - val_acc: 0.6444
Epoch 8862/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2050 - acc: 0.9250 - val_loss: 1.6621 - val_acc: 0.6444
Epoch 8863/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2049 - acc: 0.9250 - val_loss: 1.6623 - val_acc: 0.6444
Epoch 8864/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2049 - acc: 0.9250 - val_loss: 1.6625 - val_acc: 0.6444
Epoch 8865/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2049 - acc: 0.9264 - val_loss: 1.6626 - val_acc: 0.6444
Epoch 8866/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2048 - acc: 0.9264 - val_loss: 1.6628 - val_acc: 0.6444
Epoch 8867/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2048 - acc: 0.9264 - val_loss: 1.6629 - val_acc: 0.6444
Epoch 8868/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2048 - acc: 0.9264 - val_loss: 1.6631 - val_acc: 0.6444
Epoch 8869/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2047 - acc: 0.9264 - val_loss: 1.6632 - val_acc: 0.6444
Epoch 8870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2047 - acc: 0.9264 - val_loss: 1.6633 - val_acc: 0.6444
Epoch 8871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2047 - acc: 0.9264 - val_loss: 1.6635 - val_acc: 0.6444
Epoch 8872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2046 - acc: 0.9264 - val_loss: 1.6636 - val_acc: 0.6444
Epoch 8873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2046 - acc: 0.9264 - val_loss: 1.6638 - val_acc: 0.6444
Epoch 8874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2046 - acc: 0.9264 - val_loss: 1.6639 - val_acc: 0.6444
Epoch 8875/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2045 - acc: 0.9264 - val_loss: 1.6640 - val_acc: 0.6444
Epoch 8876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2045 - acc: 0.9264 - val_loss: 1.6642 - val_acc: 0.6444
Epoch 8877/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2045 - acc: 0.9264 - val_loss: 1.6644 - val_acc: 0.6444
Epoch 8878/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2044 - acc: 0.9264 - val_loss: 1.6645 - val_acc: 0.6444
Epoch 8879/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2044 - acc: 0.9264 - val_loss: 1.6646 - val_acc: 0.6444
Epoch 8880/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2043 - acc: 0.9264 - val_loss: 1.6647 - val_acc: 0.6444
Epoch 8881/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2043 - acc: 0.9264 - val_loss: 1.6649 - val_acc: 0.6444
Epoch 8882/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2043 - acc: 0.9264 - val_loss: 1.6650 - val_acc: 0.6444
Epoch 8883/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2042 - acc: 0.9264 - val_loss: 1.6651 - val_acc: 0.6444
Epoch 8884/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2042 - acc: 0.9264 - val_loss: 1.6652 - val_acc: 0.6444
Epoch 8885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2042 - acc: 0.9264 - val_loss: 1.6654 - val_acc: 0.6444
Epoch 8886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2041 - acc: 0.9264 - val_loss: 1.6655 - val_acc: 0.6444
Epoch 8887/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2041 - acc: 0.9264 - val_loss: 1.6657 - val_acc: 0.6444
Epoch 8888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2041 - acc: 0.9264 - val_loss: 1.6658 - val_acc: 0.6444
Epoch 8889/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2040 - acc: 0.9264 - val_loss: 1.6660 - val_acc: 0.6444
Epoch 8890/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2040 - acc: 0.9264 - val_loss: 1.6661 - val_acc: 0.6444
Epoch 8891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2040 - acc: 0.9264 - val_loss: 1.6662 - val_acc: 0.6444
Epoch 8892/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2039 - acc: 0.9264 - val_loss: 1.6664 - val_acc: 0.6444
Epoch 8893/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2039 - acc: 0.9264 - val_loss: 1.6665 - val_acc: 0.6444
Epoch 8894/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2039 - acc: 0.9264 - val_loss: 1.6666 - val_acc: 0.6444
Epoch 8895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2038 - acc: 0.9264 - val_loss: 1.6668 - val_acc: 0.6444
Epoch 8896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2038 - acc: 0.9264 - val_loss: 1.6669 - val_acc: 0.6444
Epoch 8897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2038 - acc: 0.9264 - val_loss: 1.6670 - val_acc: 0.6444
Epoch 8898/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2037 - acc: 0.9264 - val_loss: 1.6672 - val_acc: 0.6444
Epoch 8899/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2037 - acc: 0.9264 - val_loss: 1.6673 - val_acc: 0.6444
Epoch 8900/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2037 - acc: 0.9264 - val_loss: 1.6674 - val_acc: 0.6444
Epoch 8901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2036 - acc: 0.9264 - val_loss: 1.6676 - val_acc: 0.6444
Epoch 8902/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2036 - acc: 0.9264 - val_loss: 1.6677 - val_acc: 0.6444
Epoch 8903/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2036 - acc: 0.9264 - val_loss: 1.6679 - val_acc: 0.6444
Epoch 8904/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2035 - acc: 0.9264 - val_loss: 1.6680 - val_acc: 0.6444
Epoch 8905/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2035 - acc: 0.9264 - val_loss: 1.6682 - val_acc: 0.6444
Epoch 8906/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2035 - acc: 0.9264 - val_loss: 1.6683 - val_acc: 0.6444
Epoch 8907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2034 - acc: 0.9264 - val_loss: 1.6685 - val_acc: 0.6444
Epoch 8908/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2034 - acc: 0.9264 - val_loss: 1.6687 - val_acc: 0.6444
Epoch 8909/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2034 - acc: 0.9264 - val_loss: 1.6688 - val_acc: 0.6444
Epoch 8910/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2033 - acc: 0.9264 - val_loss: 1.6690 - val_acc: 0.6444
Epoch 8911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2033 - acc: 0.9264 - val_loss: 1.6691 - val_acc: 0.6444
Epoch 8912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2033 - acc: 0.9264 - val_loss: 1.6693 - val_acc: 0.6444
Epoch 8913/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2032 - acc: 0.9264 - val_loss: 1.6694 - val_acc: 0.6444
Epoch 8914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2032 - acc: 0.9264 - val_loss: 1.6696 - val_acc: 0.6444
Epoch 8915/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2032 - acc: 0.9264 - val_loss: 1.6698 - val_acc: 0.6444
Epoch 8916/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2031 - acc: 0.9264 - val_loss: 1.6700 - val_acc: 0.6444
Epoch 8917/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2031 - acc: 0.9264 - val_loss: 1.6701 - val_acc: 0.6444
Epoch 8918/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2031 - acc: 0.9264 - val_loss: 1.6703 - val_acc: 0.6444
Epoch 8919/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6704 - val_acc: 0.6444
Epoch 8920/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6707 - val_acc: 0.6444
Epoch 8921/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6708 - val_acc: 0.6444
Epoch 8922/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6711 - val_acc: 0.6444
Epoch 8923/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2029 - acc: 0.9264 - val_loss: 1.6711 - val_acc: 0.6389
Epoch 8924/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2029 - acc: 0.9264 - val_loss: 1.6715 - val_acc: 0.6500
Epoch 8925/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2029 - acc: 0.9264 - val_loss: 1.6714 - val_acc: 0.6389
Epoch 8926/15000
720/720 [==============================] - 0s 29us/step - loss: 0.2028 - acc: 0.9264 - val_loss: 1.6719 - val_acc: 0.6500
Epoch 8927/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2028 - acc: 0.9264 - val_loss: 1.6717 - val_acc: 0.6389
Epoch 8928/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2028 - acc: 0.9264 - val_loss: 1.6724 - val_acc: 0.6500
Epoch 8929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2027 - acc: 0.9264 - val_loss: 1.6719 - val_acc: 0.6389
Epoch 8930/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2027 - acc: 0.9264 - val_loss: 1.6730 - val_acc: 0.6500
Epoch 8931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2027 - acc: 0.9250 - val_loss: 1.6720 - val_acc: 0.6389
Epoch 8932/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2027 - acc: 0.9250 - val_loss: 1.6738 - val_acc: 0.6500
Epoch 8933/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2028 - acc: 0.9250 - val_loss: 1.6718 - val_acc: 0.6389
Epoch 8934/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2029 - acc: 0.9250 - val_loss: 1.6750 - val_acc: 0.6500
Epoch 8935/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2030 - acc: 0.9236 - val_loss: 1.6706 - val_acc: 0.6389
Epoch 8936/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2034 - acc: 0.9250 - val_loss: 1.6769 - val_acc: 0.6500
Epoch 8937/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2041 - acc: 0.9208 - val_loss: 1.6683 - val_acc: 0.6333
Epoch 8938/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2053 - acc: 0.9208 - val_loss: 1.6811 - val_acc: 0.6444
Epoch 8939/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2079 - acc: 0.9181 - val_loss: 1.6644 - val_acc: 0.6222
Epoch 8940/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2122 - acc: 0.9139 - val_loss: 1.6927 - val_acc: 0.6278
Epoch 8941/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2227 - acc: 0.9083 - val_loss: 1.6596 - val_acc: 0.6333
Epoch 8942/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2412 - acc: 0.8917 - val_loss: 1.7454 - val_acc: 0.6333
Epoch 8943/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3008 - acc: 0.8583 - val_loss: 1.6792 - val_acc: 0.6333
Epoch 8944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4914 - acc: 0.7736 - val_loss: 2.0074 - val_acc: 0.5667
Epoch 8945/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9448 - acc: 0.6597 - val_loss: 1.7350 - val_acc: 0.6333
Epoch 8946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4826 - acc: 0.7639 - val_loss: 1.6329 - val_acc: 0.6722
Epoch 8947/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2866 - acc: 0.8694 - val_loss: 1.7443 - val_acc: 0.6278
Epoch 8948/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4740 - acc: 0.7875 - val_loss: 1.6811 - val_acc: 0.6333
Epoch 8949/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4368 - acc: 0.8097 - val_loss: 1.6751 - val_acc: 0.6278
Epoch 8950/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3149 - acc: 0.8681 - val_loss: 1.6363 - val_acc: 0.6111
Epoch 8951/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3158 - acc: 0.8583 - val_loss: 1.5343 - val_acc: 0.6333
Epoch 8952/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3535 - acc: 0.8361 - val_loss: 1.6141 - val_acc: 0.6556
Epoch 8953/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2719 - acc: 0.8778 - val_loss: 1.6350 - val_acc: 0.6611
Epoch 8954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2759 - acc: 0.8736 - val_loss: 1.5838 - val_acc: 0.6444
Epoch 8955/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3375 - acc: 0.8333 - val_loss: 1.6723 - val_acc: 0.6278
Epoch 8956/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2903 - acc: 0.8542 - val_loss: 1.6069 - val_acc: 0.6667
Epoch 8957/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2512 - acc: 0.8931 - val_loss: 1.5967 - val_acc: 0.6667
Epoch 8958/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2920 - acc: 0.8625 - val_loss: 1.6937 - val_acc: 0.6278
Epoch 8959/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3577 - acc: 0.8306 - val_loss: 1.5626 - val_acc: 0.6222
Epoch 8960/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3297 - acc: 0.8458 - val_loss: 1.6036 - val_acc: 0.6556
Epoch 8961/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2573 - acc: 0.8944 - val_loss: 1.6161 - val_acc: 0.6556
Epoch 8962/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2619 - acc: 0.8875 - val_loss: 1.5714 - val_acc: 0.6611
Epoch 8963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3117 - acc: 0.8681 - val_loss: 1.6295 - val_acc: 0.6389
Epoch 8964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2867 - acc: 0.8750 - val_loss: 1.6360 - val_acc: 0.6667
Epoch 8965/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9042 - val_loss: 1.6260 - val_acc: 0.6444
Epoch 8966/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2626 - acc: 0.8889 - val_loss: 1.6679 - val_acc: 0.6167
Epoch 8967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2900 - acc: 0.8667 - val_loss: 1.6070 - val_acc: 0.6667
Epoch 8968/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2437 - acc: 0.9042 - val_loss: 1.6294 - val_acc: 0.6611
Epoch 8969/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2305 - acc: 0.9069 - val_loss: 1.6600 - val_acc: 0.6556
Epoch 8970/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2668 - acc: 0.8833 - val_loss: 1.6313 - val_acc: 0.6222
Epoch 8971/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2536 - acc: 0.8903 - val_loss: 1.6566 - val_acc: 0.6278
Epoch 8972/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2276 - acc: 0.9042 - val_loss: 1.6505 - val_acc: 0.6389
Epoch 8973/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2294 - acc: 0.9014 - val_loss: 1.6307 - val_acc: 0.6333
Epoch 8974/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2390 - acc: 0.9014 - val_loss: 1.6517 - val_acc: 0.6667
Epoch 8975/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2328 - acc: 0.9056 - val_loss: 1.6217 - val_acc: 0.6500
Epoch 8976/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2150 - acc: 0.9125 - val_loss: 1.6279 - val_acc: 0.6389
Epoch 8977/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2247 - acc: 0.9083 - val_loss: 1.6685 - val_acc: 0.6556
Epoch 8978/15000
720/720 [==============================] - 0s 31us/step - loss: 0.2266 - acc: 0.9111 - val_loss: 1.6468 - val_acc: 0.6333
Epoch 8979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2157 - acc: 0.9125 - val_loss: 1.6414 - val_acc: 0.6333
Epoch 8980/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2127 - acc: 0.9208 - val_loss: 1.6703 - val_acc: 0.6556
Epoch 8981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2179 - acc: 0.9139 - val_loss: 1.6565 - val_acc: 0.6333
Epoch 8982/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2166 - acc: 0.9153 - val_loss: 1.6530 - val_acc: 0.6556
Epoch 8983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2102 - acc: 0.9208 - val_loss: 1.6601 - val_acc: 0.6611
Epoch 8984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2099 - acc: 0.9153 - val_loss: 1.6612 - val_acc: 0.6333
Epoch 8985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2145 - acc: 0.9097 - val_loss: 1.6620 - val_acc: 0.6389
Epoch 8986/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2132 - acc: 0.9139 - val_loss: 1.6455 - val_acc: 0.6333
Epoch 8987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2076 - acc: 0.9222 - val_loss: 1.6515 - val_acc: 0.6500
Epoch 8988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2076 - acc: 0.9208 - val_loss: 1.6552 - val_acc: 0.6444
Epoch 8989/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2099 - acc: 0.9194 - val_loss: 1.6386 - val_acc: 0.6389
Epoch 8990/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2111 - acc: 0.9222 - val_loss: 1.6587 - val_acc: 0.6444
Epoch 8991/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2065 - acc: 0.9181 - val_loss: 1.6601 - val_acc: 0.6444
Epoch 8992/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2052 - acc: 0.9222 - val_loss: 1.6547 - val_acc: 0.6444
Epoch 8993/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2077 - acc: 0.9222 - val_loss: 1.6772 - val_acc: 0.6500
Epoch 8994/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2078 - acc: 0.9194 - val_loss: 1.6693 - val_acc: 0.6444
Epoch 8995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2055 - acc: 0.9167 - val_loss: 1.6642 - val_acc: 0.6444
Epoch 8996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2040 - acc: 0.9250 - val_loss: 1.6676 - val_acc: 0.6500
Epoch 8997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2046 - acc: 0.9236 - val_loss: 1.6629 - val_acc: 0.6444
Epoch 8998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2061 - acc: 0.9194 - val_loss: 1.6673 - val_acc: 0.6500
Epoch 8999/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2046 - acc: 0.9208 - val_loss: 1.6616 - val_acc: 0.6444
Epoch 9000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2035 - acc: 0.9250 - val_loss: 1.6708 - val_acc: 0.6500
Epoch 9001/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2035 - acc: 0.9264 - val_loss: 1.6740 - val_acc: 0.6500
Epoch 9002/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2038 - acc: 0.9250 - val_loss: 1.6568 - val_acc: 0.6444
Epoch 9003/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2042 - acc: 0.9292 - val_loss: 1.6664 - val_acc: 0.6500
Epoch 9004/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2031 - acc: 0.9236 - val_loss: 1.6694 - val_acc: 0.6500
Epoch 9005/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2025 - acc: 0.9236 - val_loss: 1.6673 - val_acc: 0.6444
Epoch 9006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6723 - val_acc: 0.6500
Epoch 9007/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2030 - acc: 0.9250 - val_loss: 1.6652 - val_acc: 0.6444
Epoch 9008/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2029 - acc: 0.9222 - val_loss: 1.6695 - val_acc: 0.6500
Epoch 9009/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2022 - acc: 0.9250 - val_loss: 1.6728 - val_acc: 0.6500
Epoch 9010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2022 - acc: 0.9250 - val_loss: 1.6721 - val_acc: 0.6500
Epoch 9011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2024 - acc: 0.9222 - val_loss: 1.6721 - val_acc: 0.6500
Epoch 9012/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2024 - acc: 0.9236 - val_loss: 1.6644 - val_acc: 0.6444
Epoch 9013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2022 - acc: 0.9264 - val_loss: 1.6719 - val_acc: 0.6500
Epoch 9014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2018 - acc: 0.9292 - val_loss: 1.6746 - val_acc: 0.6500
Epoch 9015/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2018 - acc: 0.9264 - val_loss: 1.6707 - val_acc: 0.6444
Epoch 9016/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2019 - acc: 0.9236 - val_loss: 1.6749 - val_acc: 0.6500
Epoch 9017/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2019 - acc: 0.9236 - val_loss: 1.6728 - val_acc: 0.6500
Epoch 9018/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2017 - acc: 0.9250 - val_loss: 1.6739 - val_acc: 0.6500
Epoch 9019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2015 - acc: 0.9278 - val_loss: 1.6729 - val_acc: 0.6500
Epoch 9020/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2015 - acc: 0.9264 - val_loss: 1.6720 - val_acc: 0.6444
Epoch 9021/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2015 - acc: 0.9264 - val_loss: 1.6756 - val_acc: 0.6500
Epoch 9022/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2015 - acc: 0.9278 - val_loss: 1.6722 - val_acc: 0.6444
Epoch 9023/15000
720/720 [==============================] - 0s 5us/step - loss: 0.2014 - acc: 0.9278 - val_loss: 1.6743 - val_acc: 0.6500
Epoch 9024/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2012 - acc: 0.9250 - val_loss: 1.6746 - val_acc: 0.6500
Epoch 9025/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2012 - acc: 0.9250 - val_loss: 1.6736 - val_acc: 0.6500
Epoch 9026/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2012 - acc: 0.9264 - val_loss: 1.6765 - val_acc: 0.6500
Epoch 9027/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2012 - acc: 0.9250 - val_loss: 1.6747 - val_acc: 0.6500
Epoch 9028/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2011 - acc: 0.9264 - val_loss: 1.6755 - val_acc: 0.6500
Epoch 9029/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2010 - acc: 0.9250 - val_loss: 1.6748 - val_acc: 0.6500
Epoch 9030/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2010 - acc: 0.9250 - val_loss: 1.6757 - val_acc: 0.6500
Epoch 9031/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2010 - acc: 0.9250 - val_loss: 1.6783 - val_acc: 0.6500
Epoch 9032/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2010 - acc: 0.9278 - val_loss: 1.6764 - val_acc: 0.6500
Epoch 9033/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2009 - acc: 0.9264 - val_loss: 1.6791 - val_acc: 0.6500
Epoch 9034/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2008 - acc: 0.9264 - val_loss: 1.6789 - val_acc: 0.6500
Epoch 9035/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2008 - acc: 0.9250 - val_loss: 1.6787 - val_acc: 0.6500
Epoch 9036/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2007 - acc: 0.9236 - val_loss: 1.6806 - val_acc: 0.6500
Epoch 9037/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2007 - acc: 0.9264 - val_loss: 1.6802 - val_acc: 0.6500
Epoch 9038/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2007 - acc: 0.9250 - val_loss: 1.6806 - val_acc: 0.6500
Epoch 9039/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2006 - acc: 0.9264 - val_loss: 1.6789 - val_acc: 0.6500
Epoch 9040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2006 - acc: 0.9236 - val_loss: 1.6804 - val_acc: 0.6500
Epoch 9041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2006 - acc: 0.9250 - val_loss: 1.6816 - val_acc: 0.6500
Epoch 9042/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2005 - acc: 0.9264 - val_loss: 1.6809 - val_acc: 0.6500
Epoch 9043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2005 - acc: 0.9264 - val_loss: 1.6828 - val_acc: 0.6500
Epoch 9044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2005 - acc: 0.9278 - val_loss: 1.6822 - val_acc: 0.6500
Epoch 9045/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2004 - acc: 0.9264 - val_loss: 1.6829 - val_acc: 0.6500
Epoch 9046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2004 - acc: 0.9250 - val_loss: 1.6833 - val_acc: 0.6500
Epoch 9047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2003 - acc: 0.9250 - val_loss: 1.6833 - val_acc: 0.6500
Epoch 9048/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2003 - acc: 0.9264 - val_loss: 1.6839 - val_acc: 0.6500
Epoch 9049/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2003 - acc: 0.9264 - val_loss: 1.6836 - val_acc: 0.6500
Epoch 9050/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2002 - acc: 0.9264 - val_loss: 1.6850 - val_acc: 0.6500
Epoch 9051/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2002 - acc: 0.9278 - val_loss: 1.6842 - val_acc: 0.6500
Epoch 9052/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2002 - acc: 0.9250 - val_loss: 1.6846 - val_acc: 0.6500
Epoch 9053/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2001 - acc: 0.9264 - val_loss: 1.6857 - val_acc: 0.6500
Epoch 9054/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2001 - acc: 0.9278 - val_loss: 1.6852 - val_acc: 0.6500
Epoch 9055/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2001 - acc: 0.9264 - val_loss: 1.6856 - val_acc: 0.6500
Epoch 9056/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2000 - acc: 0.9250 - val_loss: 1.6856 - val_acc: 0.6500
Epoch 9057/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2000 - acc: 0.9250 - val_loss: 1.6865 - val_acc: 0.6500
Epoch 9058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2000 - acc: 0.9278 - val_loss: 1.6865 - val_acc: 0.6500
Epoch 9059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1999 - acc: 0.9264 - val_loss: 1.6866 - val_acc: 0.6500
Epoch 9060/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1999 - acc: 0.9264 - val_loss: 1.6871 - val_acc: 0.6500
Epoch 9061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1999 - acc: 0.9278 - val_loss: 1.6869 - val_acc: 0.6500
Epoch 9062/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1998 - acc: 0.9264 - val_loss: 1.6878 - val_acc: 0.6500
Epoch 9063/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1998 - acc: 0.9278 - val_loss: 1.6878 - val_acc: 0.6500
Epoch 9064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1998 - acc: 0.9264 - val_loss: 1.6881 - val_acc: 0.6500
Epoch 9065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1997 - acc: 0.9264 - val_loss: 1.6884 - val_acc: 0.6500
Epoch 9066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1997 - acc: 0.9264 - val_loss: 1.6887 - val_acc: 0.6500
Epoch 9067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1997 - acc: 0.9264 - val_loss: 1.6891 - val_acc: 0.6500
Epoch 9068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1997 - acc: 0.9278 - val_loss: 1.6889 - val_acc: 0.6500
Epoch 9069/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1996 - acc: 0.9264 - val_loss: 1.6895 - val_acc: 0.6500
Epoch 9070/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1996 - acc: 0.9278 - val_loss: 1.6895 - val_acc: 0.6500
Epoch 9071/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1996 - acc: 0.9264 - val_loss: 1.6898 - val_acc: 0.6500
Epoch 9072/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1995 - acc: 0.9278 - val_loss: 1.6902 - val_acc: 0.6500
Epoch 9073/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1995 - acc: 0.9278 - val_loss: 1.6904 - val_acc: 0.6500
Epoch 9074/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1995 - acc: 0.9278 - val_loss: 1.6908 - val_acc: 0.6500
Epoch 9075/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1994 - acc: 0.9278 - val_loss: 1.6908 - val_acc: 0.6500
Epoch 9076/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1994 - acc: 0.9264 - val_loss: 1.6914 - val_acc: 0.6500
Epoch 9077/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1994 - acc: 0.9278 - val_loss: 1.6914 - val_acc: 0.6500
Epoch 9078/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1993 - acc: 0.9264 - val_loss: 1.6918 - val_acc: 0.6500
Epoch 9079/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1993 - acc: 0.9278 - val_loss: 1.6921 - val_acc: 0.6500
Epoch 9080/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1993 - acc: 0.9278 - val_loss: 1.6924 - val_acc: 0.6500
Epoch 9081/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1992 - acc: 0.9278 - val_loss: 1.6927 - val_acc: 0.6500
Epoch 9082/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1992 - acc: 0.9278 - val_loss: 1.6927 - val_acc: 0.6500
Epoch 9083/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1992 - acc: 0.9264 - val_loss: 1.6931 - val_acc: 0.6500
Epoch 9084/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1992 - acc: 0.9278 - val_loss: 1.6933 - val_acc: 0.6500
Epoch 9085/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1991 - acc: 0.9264 - val_loss: 1.6938 - val_acc: 0.6500
Epoch 9086/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1991 - acc: 0.9278 - val_loss: 1.6939 - val_acc: 0.6500
Epoch 9087/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1991 - acc: 0.9278 - val_loss: 1.6940 - val_acc: 0.6500
Epoch 9088/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1990 - acc: 0.9264 - val_loss: 1.6944 - val_acc: 0.6500
Epoch 9089/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1990 - acc: 0.9278 - val_loss: 1.6946 - val_acc: 0.6500
Epoch 9090/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1990 - acc: 0.9278 - val_loss: 1.6949 - val_acc: 0.6500
Epoch 9091/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1989 - acc: 0.9278 - val_loss: 1.6950 - val_acc: 0.6500
Epoch 9092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1989 - acc: 0.9278 - val_loss: 1.6954 - val_acc: 0.6500
Epoch 9093/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1989 - acc: 0.9278 - val_loss: 1.6956 - val_acc: 0.6500
Epoch 9094/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1988 - acc: 0.9278 - val_loss: 1.6958 - val_acc: 0.6500
Epoch 9095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1988 - acc: 0.9278 - val_loss: 1.6961 - val_acc: 0.6500
Epoch 9096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1988 - acc: 0.9278 - val_loss: 1.6963 - val_acc: 0.6500
Epoch 9097/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1988 - acc: 0.9278 - val_loss: 1.6965 - val_acc: 0.6500
Epoch 9098/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1987 - acc: 0.9278 - val_loss: 1.6967 - val_acc: 0.6500
Epoch 9099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1987 - acc: 0.9278 - val_loss: 1.6970 - val_acc: 0.6500
Epoch 9100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1987 - acc: 0.9278 - val_loss: 1.6971 - val_acc: 0.6500
Epoch 9101/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1986 - acc: 0.9278 - val_loss: 1.6974 - val_acc: 0.6500
Epoch 9102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1986 - acc: 0.9278 - val_loss: 1.6976 - val_acc: 0.6500
Epoch 9103/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1986 - acc: 0.9278 - val_loss: 1.6978 - val_acc: 0.6500
Epoch 9104/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1985 - acc: 0.9278 - val_loss: 1.6980 - val_acc: 0.6500
Epoch 9105/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1985 - acc: 0.9278 - val_loss: 1.6983 - val_acc: 0.6500
Epoch 9106/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1985 - acc: 0.9278 - val_loss: 1.6985 - val_acc: 0.6500
Epoch 9107/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1985 - acc: 0.9278 - val_loss: 1.6987 - val_acc: 0.6500
Epoch 9108/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1984 - acc: 0.9278 - val_loss: 1.6989 - val_acc: 0.6500
Epoch 9109/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1984 - acc: 0.9278 - val_loss: 1.6991 - val_acc: 0.6500
Epoch 9110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1984 - acc: 0.9278 - val_loss: 1.6993 - val_acc: 0.6500
Epoch 9111/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1983 - acc: 0.9278 - val_loss: 1.6995 - val_acc: 0.6500
Epoch 9112/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1983 - acc: 0.9278 - val_loss: 1.6997 - val_acc: 0.6500
Epoch 9113/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1983 - acc: 0.9278 - val_loss: 1.6999 - val_acc: 0.6500
Epoch 9114/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1982 - acc: 0.9278 - val_loss: 1.7001 - val_acc: 0.6500
Epoch 9115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1982 - acc: 0.9278 - val_loss: 1.7003 - val_acc: 0.6500
Epoch 9116/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1982 - acc: 0.9278 - val_loss: 1.7005 - val_acc: 0.6500
Epoch 9117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1982 - acc: 0.9278 - val_loss: 1.7007 - val_acc: 0.6500
Epoch 9118/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1981 - acc: 0.9278 - val_loss: 1.7009 - val_acc: 0.6500
Epoch 9119/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1981 - acc: 0.9278 - val_loss: 1.7011 - val_acc: 0.6500
Epoch 9120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1981 - acc: 0.9278 - val_loss: 1.7013 - val_acc: 0.6500
Epoch 9121/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1980 - acc: 0.9278 - val_loss: 1.7015 - val_acc: 0.6500
Epoch 9122/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1980 - acc: 0.9278 - val_loss: 1.7016 - val_acc: 0.6500
Epoch 9123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1980 - acc: 0.9278 - val_loss: 1.7019 - val_acc: 0.6500
Epoch 9124/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1979 - acc: 0.9278 - val_loss: 1.7020 - val_acc: 0.6500
Epoch 9125/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1979 - acc: 0.9278 - val_loss: 1.7022 - val_acc: 0.6500
Epoch 9126/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1979 - acc: 0.9278 - val_loss: 1.7024 - val_acc: 0.6500
Epoch 9127/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1978 - acc: 0.9278 - val_loss: 1.7026 - val_acc: 0.6500
Epoch 9128/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1978 - acc: 0.9278 - val_loss: 1.7027 - val_acc: 0.6500
Epoch 9129/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1978 - acc: 0.9278 - val_loss: 1.7029 - val_acc: 0.6500
Epoch 9130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1978 - acc: 0.9278 - val_loss: 1.7031 - val_acc: 0.6500
Epoch 9131/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1977 - acc: 0.9278 - val_loss: 1.7032 - val_acc: 0.6500
Epoch 9132/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1977 - acc: 0.9278 - val_loss: 1.7034 - val_acc: 0.6500
Epoch 9133/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1977 - acc: 0.9278 - val_loss: 1.7036 - val_acc: 0.6500
Epoch 9134/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1976 - acc: 0.9278 - val_loss: 1.7037 - val_acc: 0.6500
Epoch 9135/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1976 - acc: 0.9278 - val_loss: 1.7039 - val_acc: 0.6500
Epoch 9136/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1976 - acc: 0.9278 - val_loss: 1.7040 - val_acc: 0.6500
Epoch 9137/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1975 - acc: 0.9278 - val_loss: 1.7042 - val_acc: 0.6500
Epoch 9138/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1975 - acc: 0.9278 - val_loss: 1.7044 - val_acc: 0.6500
Epoch 9139/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1975 - acc: 0.9278 - val_loss: 1.7045 - val_acc: 0.6500
Epoch 9140/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1975 - acc: 0.9278 - val_loss: 1.7047 - val_acc: 0.6500
Epoch 9141/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1974 - acc: 0.9278 - val_loss: 1.7049 - val_acc: 0.6500
Epoch 9142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1974 - acc: 0.9278 - val_loss: 1.7051 - val_acc: 0.6500
Epoch 9143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1974 - acc: 0.9278 - val_loss: 1.7052 - val_acc: 0.6500
Epoch 9144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1973 - acc: 0.9278 - val_loss: 1.7054 - val_acc: 0.6500
Epoch 9145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1973 - acc: 0.9278 - val_loss: 1.7056 - val_acc: 0.6500
Epoch 9146/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1973 - acc: 0.9278 - val_loss: 1.7058 - val_acc: 0.6500
Epoch 9147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1973 - acc: 0.9278 - val_loss: 1.7060 - val_acc: 0.6500
Epoch 9148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1972 - acc: 0.9278 - val_loss: 1.7062 - val_acc: 0.6500
Epoch 9149/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1972 - acc: 0.9278 - val_loss: 1.7063 - val_acc: 0.6500
Epoch 9150/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1972 - acc: 0.9278 - val_loss: 1.7065 - val_acc: 0.6500
Epoch 9151/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1971 - acc: 0.9278 - val_loss: 1.7067 - val_acc: 0.6500
Epoch 9152/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1971 - acc: 0.9278 - val_loss: 1.7069 - val_acc: 0.6500
Epoch 9153/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1971 - acc: 0.9278 - val_loss: 1.7071 - val_acc: 0.6500
Epoch 9154/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1970 - acc: 0.9278 - val_loss: 1.7073 - val_acc: 0.6500
Epoch 9155/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1970 - acc: 0.9278 - val_loss: 1.7075 - val_acc: 0.6500
Epoch 9156/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1970 - acc: 0.9278 - val_loss: 1.7077 - val_acc: 0.6500
Epoch 9157/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1970 - acc: 0.9278 - val_loss: 1.7078 - val_acc: 0.6500
Epoch 9158/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1969 - acc: 0.9278 - val_loss: 1.7080 - val_acc: 0.6500
Epoch 9159/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1969 - acc: 0.9278 - val_loss: 1.7082 - val_acc: 0.6500
Epoch 9160/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1969 - acc: 0.9278 - val_loss: 1.7084 - val_acc: 0.6500
Epoch 9161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1968 - acc: 0.9278 - val_loss: 1.7085 - val_acc: 0.6500
Epoch 9162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1968 - acc: 0.9278 - val_loss: 1.7087 - val_acc: 0.6500
Epoch 9163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1968 - acc: 0.9278 - val_loss: 1.7088 - val_acc: 0.6500
Epoch 9164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1967 - acc: 0.9278 - val_loss: 1.7091 - val_acc: 0.6500
Epoch 9165/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1967 - acc: 0.9278 - val_loss: 1.7091 - val_acc: 0.6444
Epoch 9166/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1967 - acc: 0.9278 - val_loss: 1.7094 - val_acc: 0.6500
Epoch 9167/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1967 - acc: 0.9278 - val_loss: 1.7094 - val_acc: 0.6444
Epoch 9168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1966 - acc: 0.9264 - val_loss: 1.7098 - val_acc: 0.6500
Epoch 9169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1966 - acc: 0.9278 - val_loss: 1.7097 - val_acc: 0.6444
Epoch 9170/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1966 - acc: 0.9264 - val_loss: 1.7102 - val_acc: 0.6500
Epoch 9171/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1966 - acc: 0.9278 - val_loss: 1.7099 - val_acc: 0.6444
Epoch 9172/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1965 - acc: 0.9250 - val_loss: 1.7107 - val_acc: 0.6500
Epoch 9173/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1965 - acc: 0.9278 - val_loss: 1.7100 - val_acc: 0.6444
Epoch 9174/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1965 - acc: 0.9250 - val_loss: 1.7113 - val_acc: 0.6500
Epoch 9175/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1965 - acc: 0.9278 - val_loss: 1.7099 - val_acc: 0.6444
Epoch 9176/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1966 - acc: 0.9250 - val_loss: 1.7122 - val_acc: 0.6500
Epoch 9177/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1967 - acc: 0.9278 - val_loss: 1.7093 - val_acc: 0.6389
Epoch 9178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1969 - acc: 0.9264 - val_loss: 1.7137 - val_acc: 0.6500
Epoch 9179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1974 - acc: 0.9250 - val_loss: 1.7074 - val_acc: 0.6333
Epoch 9180/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1982 - acc: 0.9250 - val_loss: 1.7167 - val_acc: 0.6500
Epoch 9181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2000 - acc: 0.9194 - val_loss: 1.7039 - val_acc: 0.6278
Epoch 9182/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2030 - acc: 0.9208 - val_loss: 1.7247 - val_acc: 0.6389
Epoch 9183/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2104 - acc: 0.9125 - val_loss: 1.6982 - val_acc: 0.6222
Epoch 9184/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2233 - acc: 0.9014 - val_loss: 1.7606 - val_acc: 0.6389
Epoch 9185/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2638 - acc: 0.8806 - val_loss: 1.7010 - val_acc: 0.6278
Epoch 9186/15000
720/720 [==============================] - 0s 4us/step - loss: 0.3757 - acc: 0.8264 - val_loss: 1.9977 - val_acc: 0.5722
Epoch 9187/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7946 - acc: 0.6903 - val_loss: 1.8073 - val_acc: 0.5889
Epoch 9188/15000
720/720 [==============================] - 0s 29us/step - loss: 0.9483 - acc: 0.6444 - val_loss: 1.7776 - val_acc: 0.6500
Epoch 9189/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3484 - acc: 0.8417 - val_loss: 1.8219 - val_acc: 0.6167
Epoch 9190/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5218 - acc: 0.7556 - val_loss: 1.7541 - val_acc: 0.5944
Epoch 9191/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8700 - acc: 0.6819 - val_loss: 1.6259 - val_acc: 0.6611
Epoch 9192/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2932 - acc: 0.8722 - val_loss: 1.9349 - val_acc: 0.5667
Epoch 9193/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7540 - acc: 0.7056 - val_loss: 1.5490 - val_acc: 0.6500
Epoch 9194/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3691 - acc: 0.8153 - val_loss: 1.5398 - val_acc: 0.6056
Epoch 9195/15000
720/720 [==============================] - 0s 20us/step - loss: 0.6065 - acc: 0.7333 - val_loss: 1.6344 - val_acc: 0.6611
Epoch 9196/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3800 - acc: 0.8264 - val_loss: 1.7748 - val_acc: 0.6222
Epoch 9197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5073 - acc: 0.7681 - val_loss: 1.5453 - val_acc: 0.6722
Epoch 9198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4027 - acc: 0.8167 - val_loss: 1.4909 - val_acc: 0.6833
Epoch 9199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4563 - acc: 0.7917 - val_loss: 1.6092 - val_acc: 0.6389
Epoch 9200/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3640 - acc: 0.8306 - val_loss: 1.6708 - val_acc: 0.6056
Epoch 9201/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4118 - acc: 0.8056 - val_loss: 1.4873 - val_acc: 0.6667
Epoch 9202/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3660 - acc: 0.8264 - val_loss: 1.5355 - val_acc: 0.6667
Epoch 9203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3358 - acc: 0.8431 - val_loss: 1.6846 - val_acc: 0.6056
Epoch 9204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3862 - acc: 0.8208 - val_loss: 1.5844 - val_acc: 0.6222
Epoch 9205/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2938 - acc: 0.8750 - val_loss: 1.5735 - val_acc: 0.6389
Epoch 9206/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3450 - acc: 0.8375 - val_loss: 1.6462 - val_acc: 0.6444
Epoch 9207/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2816 - acc: 0.8625 - val_loss: 1.6396 - val_acc: 0.6056
Epoch 9208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3019 - acc: 0.8667 - val_loss: 1.5834 - val_acc: 0.6222
Epoch 9209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2810 - acc: 0.8750 - val_loss: 1.6355 - val_acc: 0.6667
Epoch 9210/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2891 - acc: 0.8736 - val_loss: 1.6374 - val_acc: 0.6389
Epoch 9211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2562 - acc: 0.8833 - val_loss: 1.6040 - val_acc: 0.6333
Epoch 9212/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2772 - acc: 0.8722 - val_loss: 1.6235 - val_acc: 0.6611
Epoch 9213/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2819 - acc: 0.8736 - val_loss: 1.6213 - val_acc: 0.6444
Epoch 9214/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2360 - acc: 0.9083 - val_loss: 1.6151 - val_acc: 0.6167
Epoch 9215/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2615 - acc: 0.8792 - val_loss: 1.6052 - val_acc: 0.6500
Epoch 9216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2492 - acc: 0.8931 - val_loss: 1.5694 - val_acc: 0.6611
Epoch 9217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2486 - acc: 0.9042 - val_loss: 1.5757 - val_acc: 0.6333
Epoch 9218/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2345 - acc: 0.9028 - val_loss: 1.6146 - val_acc: 0.6556
Epoch 9219/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2498 - acc: 0.8986 - val_loss: 1.6261 - val_acc: 0.6556
Epoch 9220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2395 - acc: 0.9056 - val_loss: 1.5982 - val_acc: 0.6611
Epoch 9221/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2200 - acc: 0.9139 - val_loss: 1.5935 - val_acc: 0.6389
Epoch 9222/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2377 - acc: 0.9028 - val_loss: 1.5932 - val_acc: 0.6500
Epoch 9223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2186 - acc: 0.9097 - val_loss: 1.6177 - val_acc: 0.6667
Epoch 9224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2288 - acc: 0.9083 - val_loss: 1.6078 - val_acc: 0.6333
Epoch 9225/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2185 - acc: 0.9181 - val_loss: 1.5911 - val_acc: 0.6389
Epoch 9226/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2189 - acc: 0.9264 - val_loss: 1.6011 - val_acc: 0.6556
Epoch 9227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2202 - acc: 0.9153 - val_loss: 1.6215 - val_acc: 0.6444
Epoch 9228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2111 - acc: 0.9208 - val_loss: 1.6325 - val_acc: 0.6278
Epoch 9229/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2192 - acc: 0.9139 - val_loss: 1.6272 - val_acc: 0.6389
Epoch 9230/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2103 - acc: 0.9167 - val_loss: 1.6365 - val_acc: 0.6556
Epoch 9231/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2137 - acc: 0.9167 - val_loss: 1.6517 - val_acc: 0.6333
Epoch 9232/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2114 - acc: 0.9250 - val_loss: 1.6517 - val_acc: 0.6444
Epoch 9233/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2074 - acc: 0.9236 - val_loss: 1.6473 - val_acc: 0.6444
Epoch 9234/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2111 - acc: 0.9194 - val_loss: 1.6418 - val_acc: 0.6444
Epoch 9235/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2065 - acc: 0.9264 - val_loss: 1.6415 - val_acc: 0.6222
Epoch 9236/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2068 - acc: 0.9264 - val_loss: 1.6493 - val_acc: 0.6500
Epoch 9237/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2070 - acc: 0.9278 - val_loss: 1.6580 - val_acc: 0.6444
Epoch 9238/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2046 - acc: 0.9292 - val_loss: 1.6517 - val_acc: 0.6333
Epoch 9239/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2059 - acc: 0.9250 - val_loss: 1.6486 - val_acc: 0.6500
Epoch 9240/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2039 - acc: 0.9250 - val_loss: 1.6681 - val_acc: 0.6444
Epoch 9241/15000
720/720 [==============================] - 0s 9us/step - loss: 0.2041 - acc: 0.9236 - val_loss: 1.6771 - val_acc: 0.6500
Epoch 9242/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2040 - acc: 0.9278 - val_loss: 1.6627 - val_acc: 0.6500
Epoch 9243/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2025 - acc: 0.9292 - val_loss: 1.6591 - val_acc: 0.6556
Epoch 9244/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2032 - acc: 0.9306 - val_loss: 1.6688 - val_acc: 0.6500
Epoch 9245/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2023 - acc: 0.9250 - val_loss: 1.6687 - val_acc: 0.6500
Epoch 9246/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2019 - acc: 0.9250 - val_loss: 1.6622 - val_acc: 0.6444
Epoch 9247/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2022 - acc: 0.9264 - val_loss: 1.6675 - val_acc: 0.6500
Epoch 9248/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2010 - acc: 0.9264 - val_loss: 1.6704 - val_acc: 0.6500
Epoch 9249/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2012 - acc: 0.9278 - val_loss: 1.6633 - val_acc: 0.6500
Epoch 9250/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2011 - acc: 0.9333 - val_loss: 1.6649 - val_acc: 0.6500
Epoch 9251/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2002 - acc: 0.9278 - val_loss: 1.6678 - val_acc: 0.6500
Epoch 9252/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2009 - acc: 0.9222 - val_loss: 1.6612 - val_acc: 0.6556
Epoch 9253/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1998 - acc: 0.9264 - val_loss: 1.6620 - val_acc: 0.6556
Epoch 9254/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2002 - acc: 0.9264 - val_loss: 1.6706 - val_acc: 0.6500
Epoch 9255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1998 - acc: 0.9292 - val_loss: 1.6711 - val_acc: 0.6500
Epoch 9256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1995 - acc: 0.9278 - val_loss: 1.6686 - val_acc: 0.6500
Epoch 9257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1997 - acc: 0.9250 - val_loss: 1.6741 - val_acc: 0.6500
Epoch 9258/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1991 - acc: 0.9264 - val_loss: 1.6762 - val_acc: 0.6500
Epoch 9259/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1993 - acc: 0.9250 - val_loss: 1.6696 - val_acc: 0.6500
Epoch 9260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1990 - acc: 0.9264 - val_loss: 1.6707 - val_acc: 0.6500
Epoch 9261/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1989 - acc: 0.9319 - val_loss: 1.6780 - val_acc: 0.6500
Epoch 9262/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1989 - acc: 0.9264 - val_loss: 1.6768 - val_acc: 0.6500
Epoch 9263/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1986 - acc: 0.9264 - val_loss: 1.6745 - val_acc: 0.6500
Epoch 9264/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1987 - acc: 0.9306 - val_loss: 1.6795 - val_acc: 0.6500
Epoch 9265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1985 - acc: 0.9306 - val_loss: 1.6828 - val_acc: 0.6500
Epoch 9266/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1984 - acc: 0.9292 - val_loss: 1.6817 - val_acc: 0.6500
Epoch 9267/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1984 - acc: 0.9292 - val_loss: 1.6818 - val_acc: 0.6500
Epoch 9268/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1982 - acc: 0.9306 - val_loss: 1.6823 - val_acc: 0.6500
Epoch 9269/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1982 - acc: 0.9264 - val_loss: 1.6816 - val_acc: 0.6500
Epoch 9270/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1981 - acc: 0.9264 - val_loss: 1.6835 - val_acc: 0.6500
Epoch 9271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1980 - acc: 0.9306 - val_loss: 1.6860 - val_acc: 0.6500
Epoch 9272/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1979 - acc: 0.9278 - val_loss: 1.6843 - val_acc: 0.6500
Epoch 9273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1978 - acc: 0.9306 - val_loss: 1.6830 - val_acc: 0.6500
Epoch 9274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1978 - acc: 0.9306 - val_loss: 1.6856 - val_acc: 0.6500
Epoch 9275/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1977 - acc: 0.9292 - val_loss: 1.6857 - val_acc: 0.6500
Epoch 9276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1976 - acc: 0.9292 - val_loss: 1.6827 - val_acc: 0.6444
Epoch 9277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1975 - acc: 0.9292 - val_loss: 1.6821 - val_acc: 0.6500
Epoch 9278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1975 - acc: 0.9319 - val_loss: 1.6837 - val_acc: 0.6500
Epoch 9279/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1974 - acc: 0.9292 - val_loss: 1.6845 - val_acc: 0.6444
Epoch 9280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1974 - acc: 0.9292 - val_loss: 1.6843 - val_acc: 0.6444
Epoch 9281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1973 - acc: 0.9306 - val_loss: 1.6847 - val_acc: 0.6444
Epoch 9282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1972 - acc: 0.9306 - val_loss: 1.6853 - val_acc: 0.6444
Epoch 9283/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1972 - acc: 0.9306 - val_loss: 1.6856 - val_acc: 0.6500
Epoch 9284/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1971 - acc: 0.9306 - val_loss: 1.6857 - val_acc: 0.6500
Epoch 9285/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1971 - acc: 0.9319 - val_loss: 1.6852 - val_acc: 0.6500
Epoch 9286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1970 - acc: 0.9306 - val_loss: 1.6853 - val_acc: 0.6500
Epoch 9287/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1970 - acc: 0.9292 - val_loss: 1.6863 - val_acc: 0.6500
Epoch 9288/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1969 - acc: 0.9319 - val_loss: 1.6870 - val_acc: 0.6500
Epoch 9289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1969 - acc: 0.9306 - val_loss: 1.6875 - val_acc: 0.6500
Epoch 9290/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1968 - acc: 0.9306 - val_loss: 1.6879 - val_acc: 0.6500
Epoch 9291/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1968 - acc: 0.9306 - val_loss: 1.6884 - val_acc: 0.6500
Epoch 9292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1967 - acc: 0.9306 - val_loss: 1.6889 - val_acc: 0.6500
Epoch 9293/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1967 - acc: 0.9306 - val_loss: 1.6891 - val_acc: 0.6500
Epoch 9294/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1966 - acc: 0.9306 - val_loss: 1.6892 - val_acc: 0.6500
Epoch 9295/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1966 - acc: 0.9292 - val_loss: 1.6898 - val_acc: 0.6500
Epoch 9296/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1965 - acc: 0.9292 - val_loss: 1.6905 - val_acc: 0.6500
Epoch 9297/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1965 - acc: 0.9292 - val_loss: 1.6906 - val_acc: 0.6500
Epoch 9298/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1964 - acc: 0.9306 - val_loss: 1.6906 - val_acc: 0.6500
Epoch 9299/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1964 - acc: 0.9306 - val_loss: 1.6913 - val_acc: 0.6500
Epoch 9300/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1964 - acc: 0.9292 - val_loss: 1.6915 - val_acc: 0.6500
Epoch 9301/15000
720/720 [==============================] - 0s 31us/step - loss: 0.1963 - acc: 0.9292 - val_loss: 1.6910 - val_acc: 0.6500
Epoch 9302/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1963 - acc: 0.9306 - val_loss: 1.6911 - val_acc: 0.6500
Epoch 9303/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1962 - acc: 0.9306 - val_loss: 1.6918 - val_acc: 0.6500
Epoch 9304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1962 - acc: 0.9292 - val_loss: 1.6920 - val_acc: 0.6500
Epoch 9305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1961 - acc: 0.9306 - val_loss: 1.6922 - val_acc: 0.6444
Epoch 9306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1961 - acc: 0.9306 - val_loss: 1.6926 - val_acc: 0.6500
Epoch 9307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9306 - val_loss: 1.6928 - val_acc: 0.6500
Epoch 9308/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9319 - val_loss: 1.6929 - val_acc: 0.6444
Epoch 9309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9319 - val_loss: 1.6935 - val_acc: 0.6444
Epoch 9310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1959 - acc: 0.9306 - val_loss: 1.6936 - val_acc: 0.6444
Epoch 9311/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1959 - acc: 0.9306 - val_loss: 1.6936 - val_acc: 0.6444
Epoch 9312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1958 - acc: 0.9319 - val_loss: 1.6942 - val_acc: 0.6444
Epoch 9313/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1958 - acc: 0.9306 - val_loss: 1.6948 - val_acc: 0.6444
Epoch 9314/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1958 - acc: 0.9306 - val_loss: 1.6948 - val_acc: 0.6444
Epoch 9315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1957 - acc: 0.9319 - val_loss: 1.6952 - val_acc: 0.6444
Epoch 9316/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1957 - acc: 0.9319 - val_loss: 1.6958 - val_acc: 0.6444
Epoch 9317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1956 - acc: 0.9319 - val_loss: 1.6959 - val_acc: 0.6444
Epoch 9318/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1956 - acc: 0.9319 - val_loss: 1.6960 - val_acc: 0.6444
Epoch 9319/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1956 - acc: 0.9319 - val_loss: 1.6965 - val_acc: 0.6444
Epoch 9320/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1955 - acc: 0.9319 - val_loss: 1.6970 - val_acc: 0.6444
Epoch 9321/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1955 - acc: 0.9319 - val_loss: 1.6971 - val_acc: 0.6444
Epoch 9322/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1954 - acc: 0.9319 - val_loss: 1.6974 - val_acc: 0.6444
Epoch 9323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1954 - acc: 0.9319 - val_loss: 1.6978 - val_acc: 0.6444
Epoch 9324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1954 - acc: 0.9319 - val_loss: 1.6980 - val_acc: 0.6444
Epoch 9325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1953 - acc: 0.9319 - val_loss: 1.6983 - val_acc: 0.6444
Epoch 9326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1953 - acc: 0.9319 - val_loss: 1.6986 - val_acc: 0.6444
Epoch 9327/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1952 - acc: 0.9319 - val_loss: 1.6988 - val_acc: 0.6444
Epoch 9328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1952 - acc: 0.9319 - val_loss: 1.6991 - val_acc: 0.6444
Epoch 9329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1952 - acc: 0.9319 - val_loss: 1.6996 - val_acc: 0.6444
Epoch 9330/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1951 - acc: 0.9319 - val_loss: 1.6998 - val_acc: 0.6444
Epoch 9331/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1951 - acc: 0.9319 - val_loss: 1.7001 - val_acc: 0.6444
Epoch 9332/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1950 - acc: 0.9319 - val_loss: 1.7005 - val_acc: 0.6444
Epoch 9333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1950 - acc: 0.9319 - val_loss: 1.7008 - val_acc: 0.6444
Epoch 9334/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1950 - acc: 0.9319 - val_loss: 1.7010 - val_acc: 0.6444
Epoch 9335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1949 - acc: 0.9319 - val_loss: 1.7013 - val_acc: 0.6444
Epoch 9336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1949 - acc: 0.9319 - val_loss: 1.7016 - val_acc: 0.6444
Epoch 9337/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1948 - acc: 0.9319 - val_loss: 1.7019 - val_acc: 0.6444
Epoch 9338/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1948 - acc: 0.9319 - val_loss: 1.7021 - val_acc: 0.6444
Epoch 9339/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1948 - acc: 0.9319 - val_loss: 1.7023 - val_acc: 0.6444
Epoch 9340/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1947 - acc: 0.9319 - val_loss: 1.7026 - val_acc: 0.6444
Epoch 9341/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1947 - acc: 0.9319 - val_loss: 1.7028 - val_acc: 0.6444
Epoch 9342/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1947 - acc: 0.9319 - val_loss: 1.7031 - val_acc: 0.6444
Epoch 9343/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1946 - acc: 0.9319 - val_loss: 1.7033 - val_acc: 0.6444
Epoch 9344/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1946 - acc: 0.9319 - val_loss: 1.7035 - val_acc: 0.6444
Epoch 9345/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1945 - acc: 0.9319 - val_loss: 1.7037 - val_acc: 0.6444
Epoch 9346/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1945 - acc: 0.9319 - val_loss: 1.7039 - val_acc: 0.6444
Epoch 9347/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1945 - acc: 0.9319 - val_loss: 1.7041 - val_acc: 0.6444
Epoch 9348/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1944 - acc: 0.9319 - val_loss: 1.7043 - val_acc: 0.6444
Epoch 9349/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1944 - acc: 0.9319 - val_loss: 1.7045 - val_acc: 0.6444
Epoch 9350/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1943 - acc: 0.9319 - val_loss: 1.7046 - val_acc: 0.6444
Epoch 9351/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1943 - acc: 0.9319 - val_loss: 1.7048 - val_acc: 0.6444
Epoch 9352/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1943 - acc: 0.9319 - val_loss: 1.7050 - val_acc: 0.6444
Epoch 9353/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1942 - acc: 0.9319 - val_loss: 1.7052 - val_acc: 0.6444
Epoch 9354/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1942 - acc: 0.9319 - val_loss: 1.7054 - val_acc: 0.6444
Epoch 9355/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1942 - acc: 0.9319 - val_loss: 1.7056 - val_acc: 0.6444
Epoch 9356/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1941 - acc: 0.9319 - val_loss: 1.7058 - val_acc: 0.6444
Epoch 9357/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1941 - acc: 0.9319 - val_loss: 1.7060 - val_acc: 0.6444
Epoch 9358/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1941 - acc: 0.9319 - val_loss: 1.7062 - val_acc: 0.6444
Epoch 9359/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1940 - acc: 0.9319 - val_loss: 1.7065 - val_acc: 0.6444
Epoch 9360/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1940 - acc: 0.9319 - val_loss: 1.7067 - val_acc: 0.6444
Epoch 9361/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1940 - acc: 0.9319 - val_loss: 1.7070 - val_acc: 0.6444
Epoch 9362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1939 - acc: 0.9319 - val_loss: 1.7072 - val_acc: 0.6444
Epoch 9363/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1939 - acc: 0.9319 - val_loss: 1.7075 - val_acc: 0.6444
Epoch 9364/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1939 - acc: 0.9319 - val_loss: 1.7077 - val_acc: 0.6444
Epoch 9365/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1939 - acc: 0.9319 - val_loss: 1.7080 - val_acc: 0.6444
Epoch 9366/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1938 - acc: 0.9319 - val_loss: 1.7083 - val_acc: 0.6444
Epoch 9367/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1938 - acc: 0.9319 - val_loss: 1.7085 - val_acc: 0.6444
Epoch 9368/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1938 - acc: 0.9319 - val_loss: 1.7088 - val_acc: 0.6444
Epoch 9369/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1937 - acc: 0.9319 - val_loss: 1.7091 - val_acc: 0.6444
Epoch 9370/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1937 - acc: 0.9319 - val_loss: 1.7093 - val_acc: 0.6444
Epoch 9371/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1937 - acc: 0.9319 - val_loss: 1.7096 - val_acc: 0.6444
Epoch 9372/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1936 - acc: 0.9319 - val_loss: 1.7098 - val_acc: 0.6444
Epoch 9373/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1936 - acc: 0.9319 - val_loss: 1.7101 - val_acc: 0.6444
Epoch 9374/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1936 - acc: 0.9319 - val_loss: 1.7104 - val_acc: 0.6444
Epoch 9375/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1935 - acc: 0.9319 - val_loss: 1.7106 - val_acc: 0.6444
Epoch 9376/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1935 - acc: 0.9319 - val_loss: 1.7109 - val_acc: 0.6444
Epoch 9377/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1935 - acc: 0.9319 - val_loss: 1.7111 - val_acc: 0.6444
Epoch 9378/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1935 - acc: 0.9319 - val_loss: 1.7114 - val_acc: 0.6444
Epoch 9379/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1934 - acc: 0.9319 - val_loss: 1.7116 - val_acc: 0.6444
Epoch 9380/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1934 - acc: 0.9319 - val_loss: 1.7119 - val_acc: 0.6444
Epoch 9381/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1934 - acc: 0.9319 - val_loss: 1.7121 - val_acc: 0.6444
Epoch 9382/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1933 - acc: 0.9319 - val_loss: 1.7123 - val_acc: 0.6444
Epoch 9383/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1933 - acc: 0.9319 - val_loss: 1.7126 - val_acc: 0.6444
Epoch 9384/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1933 - acc: 0.9319 - val_loss: 1.7128 - val_acc: 0.6444
Epoch 9385/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1932 - acc: 0.9319 - val_loss: 1.7130 - val_acc: 0.6444
Epoch 9386/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1932 - acc: 0.9319 - val_loss: 1.7132 - val_acc: 0.6444
Epoch 9387/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1932 - acc: 0.9319 - val_loss: 1.7134 - val_acc: 0.6444
Epoch 9388/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1932 - acc: 0.9319 - val_loss: 1.7136 - val_acc: 0.6444
Epoch 9389/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1931 - acc: 0.9319 - val_loss: 1.7138 - val_acc: 0.6444
Epoch 9390/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1931 - acc: 0.9319 - val_loss: 1.7140 - val_acc: 0.6444
Epoch 9391/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1931 - acc: 0.9319 - val_loss: 1.7142 - val_acc: 0.6444
Epoch 9392/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1930 - acc: 0.9319 - val_loss: 1.7144 - val_acc: 0.6444
Epoch 9393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1930 - acc: 0.9319 - val_loss: 1.7146 - val_acc: 0.6444
Epoch 9394/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1930 - acc: 0.9319 - val_loss: 1.7148 - val_acc: 0.6444
Epoch 9395/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1929 - acc: 0.9319 - val_loss: 1.7150 - val_acc: 0.6444
Epoch 9396/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1929 - acc: 0.9319 - val_loss: 1.7152 - val_acc: 0.6444
Epoch 9397/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1929 - acc: 0.9319 - val_loss: 1.7154 - val_acc: 0.6444
Epoch 9398/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1929 - acc: 0.9319 - val_loss: 1.7156 - val_acc: 0.6444
Epoch 9399/15000
720/720 [==============================] - 0s 33us/step - loss: 0.1928 - acc: 0.9319 - val_loss: 1.7158 - val_acc: 0.6444
Epoch 9400/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1928 - acc: 0.9319 - val_loss: 1.7160 - val_acc: 0.6444
Epoch 9401/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1928 - acc: 0.9319 - val_loss: 1.7162 - val_acc: 0.6444
Epoch 9402/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1927 - acc: 0.9319 - val_loss: 1.7164 - val_acc: 0.6444
Epoch 9403/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1927 - acc: 0.9319 - val_loss: 1.7166 - val_acc: 0.6444
Epoch 9404/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1927 - acc: 0.9319 - val_loss: 1.7168 - val_acc: 0.6444
Epoch 9405/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1927 - acc: 0.9319 - val_loss: 1.7170 - val_acc: 0.6444
Epoch 9406/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1926 - acc: 0.9319 - val_loss: 1.7171 - val_acc: 0.6444
Epoch 9407/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1926 - acc: 0.9319 - val_loss: 1.7173 - val_acc: 0.6444
Epoch 9408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1926 - acc: 0.9319 - val_loss: 1.7175 - val_acc: 0.6444
Epoch 9409/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1925 - acc: 0.9319 - val_loss: 1.7177 - val_acc: 0.6444
Epoch 9410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1925 - acc: 0.9319 - val_loss: 1.7179 - val_acc: 0.6444
Epoch 9411/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1925 - acc: 0.9319 - val_loss: 1.7181 - val_acc: 0.6444
Epoch 9412/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1924 - acc: 0.9319 - val_loss: 1.7183 - val_acc: 0.6444
Epoch 9413/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1924 - acc: 0.9319 - val_loss: 1.7185 - val_acc: 0.6444
Epoch 9414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1924 - acc: 0.9319 - val_loss: 1.7187 - val_acc: 0.6444
Epoch 9415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1924 - acc: 0.9319 - val_loss: 1.7189 - val_acc: 0.6444
Epoch 9416/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1923 - acc: 0.9319 - val_loss: 1.7191 - val_acc: 0.6444
Epoch 9417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1923 - acc: 0.9319 - val_loss: 1.7193 - val_acc: 0.6444
Epoch 9418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1923 - acc: 0.9319 - val_loss: 1.7195 - val_acc: 0.6444
Epoch 9419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9319 - val_loss: 1.7197 - val_acc: 0.6444
Epoch 9420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9319 - val_loss: 1.7199 - val_acc: 0.6444
Epoch 9421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9319 - val_loss: 1.7201 - val_acc: 0.6444
Epoch 9422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9319 - val_loss: 1.7203 - val_acc: 0.6444
Epoch 9423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9319 - val_loss: 1.7205 - val_acc: 0.6444
Epoch 9424/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9319 - val_loss: 1.7207 - val_acc: 0.6444
Epoch 9425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9319 - val_loss: 1.7209 - val_acc: 0.6444
Epoch 9426/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1920 - acc: 0.9319 - val_loss: 1.7211 - val_acc: 0.6444
Epoch 9427/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1920 - acc: 0.9319 - val_loss: 1.7213 - val_acc: 0.6444
Epoch 9428/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1920 - acc: 0.9319 - val_loss: 1.7215 - val_acc: 0.6444
Epoch 9429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1920 - acc: 0.9319 - val_loss: 1.7217 - val_acc: 0.6444
Epoch 9430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1919 - acc: 0.9319 - val_loss: 1.7219 - val_acc: 0.6444
Epoch 9431/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1919 - acc: 0.9319 - val_loss: 1.7221 - val_acc: 0.6444
Epoch 9432/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1919 - acc: 0.9319 - val_loss: 1.7223 - val_acc: 0.6444
Epoch 9433/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1918 - acc: 0.9319 - val_loss: 1.7225 - val_acc: 0.6444
Epoch 9434/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1918 - acc: 0.9319 - val_loss: 1.7227 - val_acc: 0.6444
Epoch 9435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1918 - acc: 0.9319 - val_loss: 1.7228 - val_acc: 0.6444
Epoch 9436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9319 - val_loss: 1.7230 - val_acc: 0.6444
Epoch 9437/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1917 - acc: 0.9319 - val_loss: 1.7232 - val_acc: 0.6444
Epoch 9438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9319 - val_loss: 1.7234 - val_acc: 0.6444
Epoch 9439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9319 - val_loss: 1.7235 - val_acc: 0.6444
Epoch 9440/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1916 - acc: 0.9319 - val_loss: 1.7237 - val_acc: 0.6444
Epoch 9441/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1916 - acc: 0.9319 - val_loss: 1.7239 - val_acc: 0.6444
Epoch 9442/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1916 - acc: 0.9319 - val_loss: 1.7240 - val_acc: 0.6444
Epoch 9443/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1915 - acc: 0.9319 - val_loss: 1.7242 - val_acc: 0.6444
Epoch 9444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1915 - acc: 0.9319 - val_loss: 1.7244 - val_acc: 0.6444
Epoch 9445/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1915 - acc: 0.9319 - val_loss: 1.7245 - val_acc: 0.6444
Epoch 9446/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1915 - acc: 0.9319 - val_loss: 1.7246 - val_acc: 0.6444
Epoch 9447/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1914 - acc: 0.9319 - val_loss: 1.7248 - val_acc: 0.6444
Epoch 9448/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1914 - acc: 0.9319 - val_loss: 1.7249 - val_acc: 0.6444
Epoch 9449/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1914 - acc: 0.9319 - val_loss: 1.7250 - val_acc: 0.6444
Epoch 9450/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1913 - acc: 0.9319 - val_loss: 1.7252 - val_acc: 0.6444
Epoch 9451/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1913 - acc: 0.9319 - val_loss: 1.7253 - val_acc: 0.6444
Epoch 9452/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1913 - acc: 0.9319 - val_loss: 1.7255 - val_acc: 0.6444
Epoch 9453/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1912 - acc: 0.9319 - val_loss: 1.7255 - val_acc: 0.6444
Epoch 9454/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1912 - acc: 0.9319 - val_loss: 1.7257 - val_acc: 0.6444
Epoch 9455/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1912 - acc: 0.9319 - val_loss: 1.7258 - val_acc: 0.6444
Epoch 9456/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1912 - acc: 0.9319 - val_loss: 1.7261 - val_acc: 0.6444
Epoch 9457/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1911 - acc: 0.9319 - val_loss: 1.7260 - val_acc: 0.6444
Epoch 9458/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1911 - acc: 0.9319 - val_loss: 1.7264 - val_acc: 0.6444
Epoch 9459/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1911 - acc: 0.9319 - val_loss: 1.7262 - val_acc: 0.6444
Epoch 9460/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1910 - acc: 0.9319 - val_loss: 1.7268 - val_acc: 0.6444
Epoch 9461/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1910 - acc: 0.9319 - val_loss: 1.7264 - val_acc: 0.6444
Epoch 9462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1910 - acc: 0.9319 - val_loss: 1.7274 - val_acc: 0.6444
Epoch 9463/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1910 - acc: 0.9319 - val_loss: 1.7265 - val_acc: 0.6444
Epoch 9464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1911 - acc: 0.9319 - val_loss: 1.7281 - val_acc: 0.6500
Epoch 9465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1911 - acc: 0.9319 - val_loss: 1.7264 - val_acc: 0.6389
Epoch 9466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1913 - acc: 0.9306 - val_loss: 1.7294 - val_acc: 0.6500
Epoch 9467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9306 - val_loss: 1.7260 - val_acc: 0.6333
Epoch 9468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1925 - acc: 0.9292 - val_loss: 1.7319 - val_acc: 0.6500
Epoch 9469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1942 - acc: 0.9264 - val_loss: 1.7248 - val_acc: 0.6333
Epoch 9470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1971 - acc: 0.9236 - val_loss: 1.7389 - val_acc: 0.6389
Epoch 9471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2045 - acc: 0.9139 - val_loss: 1.7197 - val_acc: 0.6167
Epoch 9472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2179 - acc: 0.9042 - val_loss: 1.7760 - val_acc: 0.6333
Epoch 9473/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2636 - acc: 0.8806 - val_loss: 1.7260 - val_acc: 0.6333
Epoch 9474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4027 - acc: 0.8153 - val_loss: 2.0536 - val_acc: 0.5667
Epoch 9475/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9159 - acc: 0.6639 - val_loss: 1.8134 - val_acc: 0.6167
Epoch 9476/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7386 - acc: 0.6792 - val_loss: 1.7595 - val_acc: 0.6611
Epoch 9477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3300 - acc: 0.8444 - val_loss: 1.7471 - val_acc: 0.6556
Epoch 9478/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3870 - acc: 0.8278 - val_loss: 1.7668 - val_acc: 0.6167
Epoch 9479/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6820 - acc: 0.7208 - val_loss: 1.7583 - val_acc: 0.6389
Epoch 9480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3715 - acc: 0.8236 - val_loss: 1.7699 - val_acc: 0.5833
Epoch 9481/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3934 - acc: 0.8278 - val_loss: 1.5760 - val_acc: 0.6389
Epoch 9482/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5225 - acc: 0.7542 - val_loss: 1.5971 - val_acc: 0.6722
Epoch 9483/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3114 - acc: 0.8611 - val_loss: 1.8160 - val_acc: 0.6056
Epoch 9484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4925 - acc: 0.7667 - val_loss: 1.5906 - val_acc: 0.6278
Epoch 9485/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4321 - acc: 0.7958 - val_loss: 1.6299 - val_acc: 0.6556
Epoch 9486/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3464 - acc: 0.8375 - val_loss: 1.7752 - val_acc: 0.6111
Epoch 9487/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4136 - acc: 0.8042 - val_loss: 1.5824 - val_acc: 0.6500
Epoch 9488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3239 - acc: 0.8625 - val_loss: 1.5909 - val_acc: 0.6556
Epoch 9489/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3271 - acc: 0.8444 - val_loss: 1.6275 - val_acc: 0.6722
Epoch 9490/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4018 - acc: 0.7958 - val_loss: 1.5333 - val_acc: 0.6611
Epoch 9491/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2881 - acc: 0.8639 - val_loss: 1.5989 - val_acc: 0.6222
Epoch 9492/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3580 - acc: 0.8333 - val_loss: 1.7267 - val_acc: 0.6222
Epoch 9493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4022 - acc: 0.8042 - val_loss: 1.5869 - val_acc: 0.6722
Epoch 9494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3110 - acc: 0.8667 - val_loss: 1.5512 - val_acc: 0.6667
Epoch 9495/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2916 - acc: 0.8722 - val_loss: 1.6741 - val_acc: 0.6111
Epoch 9496/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3814 - acc: 0.8125 - val_loss: 1.5882 - val_acc: 0.6556
Epoch 9497/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3020 - acc: 0.8639 - val_loss: 1.6228 - val_acc: 0.6778
Epoch 9498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2645 - acc: 0.8917 - val_loss: 1.6942 - val_acc: 0.6278
Epoch 9499/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3090 - acc: 0.8569 - val_loss: 1.5810 - val_acc: 0.6444
Epoch 9500/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2559 - acc: 0.8833 - val_loss: 1.5994 - val_acc: 0.6778
Epoch 9501/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2571 - acc: 0.8903 - val_loss: 1.6686 - val_acc: 0.6611
Epoch 9502/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2616 - acc: 0.8847 - val_loss: 1.6083 - val_acc: 0.6389
Epoch 9503/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2534 - acc: 0.8917 - val_loss: 1.5741 - val_acc: 0.6778
Epoch 9504/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2650 - acc: 0.8792 - val_loss: 1.6239 - val_acc: 0.6611
Epoch 9505/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2277 - acc: 0.8972 - val_loss: 1.6526 - val_acc: 0.6611
Epoch 9506/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2595 - acc: 0.8917 - val_loss: 1.6422 - val_acc: 0.6500
Epoch 9507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2260 - acc: 0.8958 - val_loss: 1.6443 - val_acc: 0.6778
Epoch 9508/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2324 - acc: 0.8986 - val_loss: 1.6772 - val_acc: 0.6722
Epoch 9509/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2277 - acc: 0.9097 - val_loss: 1.6819 - val_acc: 0.6611
Epoch 9510/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2236 - acc: 0.8986 - val_loss: 1.6718 - val_acc: 0.6500
Epoch 9511/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2202 - acc: 0.9111 - val_loss: 1.6893 - val_acc: 0.6722
Epoch 9512/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2134 - acc: 0.9153 - val_loss: 1.6757 - val_acc: 0.6722
Epoch 9513/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2186 - acc: 0.9097 - val_loss: 1.6721 - val_acc: 0.6389
Epoch 9514/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2082 - acc: 0.9222 - val_loss: 1.6892 - val_acc: 0.6444
Epoch 9515/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2134 - acc: 0.9181 - val_loss: 1.6956 - val_acc: 0.6556
Epoch 9516/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2082 - acc: 0.9208 - val_loss: 1.6656 - val_acc: 0.6333
Epoch 9517/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2061 - acc: 0.9167 - val_loss: 1.6473 - val_acc: 0.6500
Epoch 9518/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2070 - acc: 0.9181 - val_loss: 1.6763 - val_acc: 0.6556
Epoch 9519/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2030 - acc: 0.9264 - val_loss: 1.6852 - val_acc: 0.6500
Epoch 9520/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2063 - acc: 0.9222 - val_loss: 1.6734 - val_acc: 0.6444
Epoch 9521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2004 - acc: 0.9306 - val_loss: 1.6782 - val_acc: 0.6444
Epoch 9522/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2029 - acc: 0.9306 - val_loss: 1.6879 - val_acc: 0.6500
Epoch 9523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2018 - acc: 0.9278 - val_loss: 1.6790 - val_acc: 0.6611
Epoch 9524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1983 - acc: 0.9236 - val_loss: 1.6656 - val_acc: 0.6556
Epoch 9525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2010 - acc: 0.9250 - val_loss: 1.6712 - val_acc: 0.6611
Epoch 9526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1980 - acc: 0.9264 - val_loss: 1.6755 - val_acc: 0.6556
Epoch 9527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1981 - acc: 0.9319 - val_loss: 1.6708 - val_acc: 0.6444
Epoch 9528/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1983 - acc: 0.9292 - val_loss: 1.6767 - val_acc: 0.6444
Epoch 9529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1962 - acc: 0.9278 - val_loss: 1.6825 - val_acc: 0.6444
Epoch 9530/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1975 - acc: 0.9292 - val_loss: 1.6743 - val_acc: 0.6389
Epoch 9531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1961 - acc: 0.9292 - val_loss: 1.6781 - val_acc: 0.6500
Epoch 9532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1959 - acc: 0.9306 - val_loss: 1.6937 - val_acc: 0.6444
Epoch 9533/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1954 - acc: 0.9347 - val_loss: 1.6926 - val_acc: 0.6389
Epoch 9534/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1948 - acc: 0.9319 - val_loss: 1.6873 - val_acc: 0.6444
Epoch 9535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1952 - acc: 0.9306 - val_loss: 1.6925 - val_acc: 0.6444
Epoch 9536/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1942 - acc: 0.9292 - val_loss: 1.6985 - val_acc: 0.6444
Epoch 9537/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1947 - acc: 0.9292 - val_loss: 1.6910 - val_acc: 0.6500
Epoch 9538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1939 - acc: 0.9306 - val_loss: 1.6856 - val_acc: 0.6444
Epoch 9539/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1941 - acc: 0.9319 - val_loss: 1.6966 - val_acc: 0.6500
Epoch 9540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1938 - acc: 0.9319 - val_loss: 1.6975 - val_acc: 0.6500
Epoch 9541/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1934 - acc: 0.9306 - val_loss: 1.6907 - val_acc: 0.6444
Epoch 9542/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1935 - acc: 0.9306 - val_loss: 1.6903 - val_acc: 0.6500
Epoch 9543/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1930 - acc: 0.9306 - val_loss: 1.6909 - val_acc: 0.6444
Epoch 9544/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1933 - acc: 0.9278 - val_loss: 1.6909 - val_acc: 0.6444
Epoch 9545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1928 - acc: 0.9319 - val_loss: 1.6947 - val_acc: 0.6444
Epoch 9546/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1927 - acc: 0.9306 - val_loss: 1.6986 - val_acc: 0.6444
Epoch 9547/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1928 - acc: 0.9319 - val_loss: 1.6955 - val_acc: 0.6500
Epoch 9548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1924 - acc: 0.9292 - val_loss: 1.6906 - val_acc: 0.6444
Epoch 9549/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1926 - acc: 0.9292 - val_loss: 1.6949 - val_acc: 0.6500
Epoch 9550/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1923 - acc: 0.9306 - val_loss: 1.6974 - val_acc: 0.6500
Epoch 9551/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1922 - acc: 0.9292 - val_loss: 1.6935 - val_acc: 0.6444
Epoch 9552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9306 - val_loss: 1.6938 - val_acc: 0.6500
Epoch 9553/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1920 - acc: 0.9319 - val_loss: 1.6963 - val_acc: 0.6500
Epoch 9554/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1920 - acc: 0.9306 - val_loss: 1.6956 - val_acc: 0.6444
Epoch 9555/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1918 - acc: 0.9319 - val_loss: 1.6942 - val_acc: 0.6500
Epoch 9556/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1918 - acc: 0.9306 - val_loss: 1.6965 - val_acc: 0.6444
Epoch 9557/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9306 - val_loss: 1.7002 - val_acc: 0.6500
Epoch 9558/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1915 - acc: 0.9306 - val_loss: 1.7007 - val_acc: 0.6444
Epoch 9559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1915 - acc: 0.9333 - val_loss: 1.7010 - val_acc: 0.6444
Epoch 9560/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1914 - acc: 0.9333 - val_loss: 1.7012 - val_acc: 0.6500
Epoch 9561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1913 - acc: 0.9306 - val_loss: 1.6998 - val_acc: 0.6500
Epoch 9562/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1912 - acc: 0.9306 - val_loss: 1.7010 - val_acc: 0.6500
Epoch 9563/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1911 - acc: 0.9306 - val_loss: 1.7031 - val_acc: 0.6500
Epoch 9564/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1910 - acc: 0.9306 - val_loss: 1.7029 - val_acc: 0.6444
Epoch 9565/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1909 - acc: 0.9319 - val_loss: 1.7021 - val_acc: 0.6500
Epoch 9566/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1909 - acc: 0.9306 - val_loss: 1.7031 - val_acc: 0.6500
Epoch 9567/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1908 - acc: 0.9306 - val_loss: 1.7049 - val_acc: 0.6500
Epoch 9568/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1908 - acc: 0.9306 - val_loss: 1.7044 - val_acc: 0.6500
Epoch 9569/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1908 - acc: 0.9306 - val_loss: 1.7038 - val_acc: 0.6500
Epoch 9570/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1907 - acc: 0.9319 - val_loss: 1.7048 - val_acc: 0.6500
Epoch 9571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1907 - acc: 0.9319 - val_loss: 1.7052 - val_acc: 0.6500
Epoch 9572/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1907 - acc: 0.9306 - val_loss: 1.7052 - val_acc: 0.6500
Epoch 9573/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1906 - acc: 0.9306 - val_loss: 1.7054 - val_acc: 0.6500
Epoch 9574/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1905 - acc: 0.9306 - val_loss: 1.7057 - val_acc: 0.6500
Epoch 9575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1905 - acc: 0.9306 - val_loss: 1.7067 - val_acc: 0.6500
Epoch 9576/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1904 - acc: 0.9306 - val_loss: 1.7074 - val_acc: 0.6500
Epoch 9577/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1904 - acc: 0.9319 - val_loss: 1.7078 - val_acc: 0.6500
Epoch 9578/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1903 - acc: 0.9319 - val_loss: 1.7077 - val_acc: 0.6500
Epoch 9579/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1903 - acc: 0.9306 - val_loss: 1.7078 - val_acc: 0.6500
Epoch 9580/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1903 - acc: 0.9306 - val_loss: 1.7086 - val_acc: 0.6500
Epoch 9581/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1902 - acc: 0.9306 - val_loss: 1.7087 - val_acc: 0.6500
Epoch 9582/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1902 - acc: 0.9306 - val_loss: 1.7085 - val_acc: 0.6500
Epoch 9583/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1902 - acc: 0.9306 - val_loss: 1.7084 - val_acc: 0.6500
Epoch 9584/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1901 - acc: 0.9306 - val_loss: 1.7084 - val_acc: 0.6500
Epoch 9585/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1901 - acc: 0.9319 - val_loss: 1.7088 - val_acc: 0.6500
Epoch 9586/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1901 - acc: 0.9319 - val_loss: 1.7088 - val_acc: 0.6500
Epoch 9587/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1900 - acc: 0.9306 - val_loss: 1.7090 - val_acc: 0.6500
Epoch 9588/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1900 - acc: 0.9306 - val_loss: 1.7094 - val_acc: 0.6500
Epoch 9589/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1899 - acc: 0.9319 - val_loss: 1.7097 - val_acc: 0.6500
Epoch 9590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1899 - acc: 0.9319 - val_loss: 1.7099 - val_acc: 0.6500
Epoch 9591/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1899 - acc: 0.9319 - val_loss: 1.7100 - val_acc: 0.6500
Epoch 9592/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1898 - acc: 0.9319 - val_loss: 1.7104 - val_acc: 0.6500
Epoch 9593/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1898 - acc: 0.9319 - val_loss: 1.7106 - val_acc: 0.6500
Epoch 9594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1898 - acc: 0.9319 - val_loss: 1.7105 - val_acc: 0.6500
Epoch 9595/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1897 - acc: 0.9319 - val_loss: 1.7110 - val_acc: 0.6500
Epoch 9596/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1897 - acc: 0.9319 - val_loss: 1.7114 - val_acc: 0.6500
Epoch 9597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1897 - acc: 0.9319 - val_loss: 1.7118 - val_acc: 0.6500
Epoch 9598/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1896 - acc: 0.9319 - val_loss: 1.7120 - val_acc: 0.6500
Epoch 9599/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1896 - acc: 0.9319 - val_loss: 1.7122 - val_acc: 0.6500
Epoch 9600/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1896 - acc: 0.9319 - val_loss: 1.7125 - val_acc: 0.6500
Epoch 9601/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1895 - acc: 0.9319 - val_loss: 1.7129 - val_acc: 0.6500
Epoch 9602/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1895 - acc: 0.9319 - val_loss: 1.7134 - val_acc: 0.6500
Epoch 9603/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1895 - acc: 0.9319 - val_loss: 1.7136 - val_acc: 0.6500
Epoch 9604/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1894 - acc: 0.9319 - val_loss: 1.7137 - val_acc: 0.6500
Epoch 9605/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1894 - acc: 0.9319 - val_loss: 1.7142 - val_acc: 0.6500
Epoch 9606/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1894 - acc: 0.9319 - val_loss: 1.7147 - val_acc: 0.6500
Epoch 9607/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1893 - acc: 0.9319 - val_loss: 1.7150 - val_acc: 0.6500
Epoch 9608/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1893 - acc: 0.9319 - val_loss: 1.7152 - val_acc: 0.6500
Epoch 9609/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1893 - acc: 0.9319 - val_loss: 1.7157 - val_acc: 0.6500
Epoch 9610/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1892 - acc: 0.9319 - val_loss: 1.7161 - val_acc: 0.6500
Epoch 9611/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1892 - acc: 0.9319 - val_loss: 1.7163 - val_acc: 0.6500
Epoch 9612/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1892 - acc: 0.9319 - val_loss: 1.7167 - val_acc: 0.6500
Epoch 9613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1891 - acc: 0.9319 - val_loss: 1.7170 - val_acc: 0.6500
Epoch 9614/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1891 - acc: 0.9319 - val_loss: 1.7172 - val_acc: 0.6500
Epoch 9615/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1891 - acc: 0.9319 - val_loss: 1.7176 - val_acc: 0.6500
Epoch 9616/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1890 - acc: 0.9319 - val_loss: 1.7178 - val_acc: 0.6500
Epoch 9617/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1890 - acc: 0.9319 - val_loss: 1.7180 - val_acc: 0.6500
Epoch 9618/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1889 - acc: 0.9319 - val_loss: 1.7182 - val_acc: 0.6500
Epoch 9619/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1889 - acc: 0.9319 - val_loss: 1.7186 - val_acc: 0.6500
Epoch 9620/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1889 - acc: 0.9319 - val_loss: 1.7188 - val_acc: 0.6500
Epoch 9621/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1888 - acc: 0.9319 - val_loss: 1.7190 - val_acc: 0.6500
Epoch 9622/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1888 - acc: 0.9319 - val_loss: 1.7194 - val_acc: 0.6500
Epoch 9623/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1887 - acc: 0.9319 - val_loss: 1.7198 - val_acc: 0.6500
Epoch 9624/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1887 - acc: 0.9319 - val_loss: 1.7200 - val_acc: 0.6500
Epoch 9625/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1886 - acc: 0.9319 - val_loss: 1.7203 - val_acc: 0.6500
Epoch 9626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1886 - acc: 0.9319 - val_loss: 1.7208 - val_acc: 0.6500
Epoch 9627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1885 - acc: 0.9319 - val_loss: 1.7211 - val_acc: 0.6500
Epoch 9628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1885 - acc: 0.9319 - val_loss: 1.7214 - val_acc: 0.6500
Epoch 9629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1885 - acc: 0.9319 - val_loss: 1.7219 - val_acc: 0.6500
Epoch 9630/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1884 - acc: 0.9319 - val_loss: 1.7222 - val_acc: 0.6500
Epoch 9631/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1884 - acc: 0.9319 - val_loss: 1.7226 - val_acc: 0.6500
Epoch 9632/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1883 - acc: 0.9319 - val_loss: 1.7230 - val_acc: 0.6500
Epoch 9633/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1883 - acc: 0.9319 - val_loss: 1.7233 - val_acc: 0.6500
Epoch 9634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1883 - acc: 0.9319 - val_loss: 1.7236 - val_acc: 0.6500
Epoch 9635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1883 - acc: 0.9319 - val_loss: 1.7238 - val_acc: 0.6500
Epoch 9636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9319 - val_loss: 1.7241 - val_acc: 0.6500
Epoch 9637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9319 - val_loss: 1.7243 - val_acc: 0.6500
Epoch 9638/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1882 - acc: 0.9319 - val_loss: 1.7245 - val_acc: 0.6500
Epoch 9639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1881 - acc: 0.9319 - val_loss: 1.7247 - val_acc: 0.6500
Epoch 9640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1881 - acc: 0.9319 - val_loss: 1.7249 - val_acc: 0.6500
Epoch 9641/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1881 - acc: 0.9319 - val_loss: 1.7251 - val_acc: 0.6500
Epoch 9642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1881 - acc: 0.9319 - val_loss: 1.7254 - val_acc: 0.6500
Epoch 9643/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1880 - acc: 0.9319 - val_loss: 1.7256 - val_acc: 0.6500
Epoch 9644/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1880 - acc: 0.9319 - val_loss: 1.7259 - val_acc: 0.6500
Epoch 9645/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1880 - acc: 0.9319 - val_loss: 1.7261 - val_acc: 0.6500
Epoch 9646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1879 - acc: 0.9319 - val_loss: 1.7264 - val_acc: 0.6500
Epoch 9647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1879 - acc: 0.9319 - val_loss: 1.7266 - val_acc: 0.6500
Epoch 9648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1879 - acc: 0.9319 - val_loss: 1.7269 - val_acc: 0.6500
Epoch 9649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9319 - val_loss: 1.7272 - val_acc: 0.6500
Epoch 9650/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1878 - acc: 0.9319 - val_loss: 1.7275 - val_acc: 0.6500
Epoch 9651/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9319 - val_loss: 1.7278 - val_acc: 0.6500
Epoch 9652/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9319 - val_loss: 1.7281 - val_acc: 0.6500
Epoch 9653/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1877 - acc: 0.9319 - val_loss: 1.7284 - val_acc: 0.6500
Epoch 9654/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1877 - acc: 0.9319 - val_loss: 1.7286 - val_acc: 0.6500
Epoch 9655/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1877 - acc: 0.9319 - val_loss: 1.7289 - val_acc: 0.6500
Epoch 9656/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1876 - acc: 0.9319 - val_loss: 1.7292 - val_acc: 0.6500
Epoch 9657/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1876 - acc: 0.9319 - val_loss: 1.7294 - val_acc: 0.6500
Epoch 9658/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1876 - acc: 0.9319 - val_loss: 1.7297 - val_acc: 0.6500
Epoch 9659/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1876 - acc: 0.9319 - val_loss: 1.7299 - val_acc: 0.6500
Epoch 9660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9319 - val_loss: 1.7302 - val_acc: 0.6500
Epoch 9661/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1875 - acc: 0.9319 - val_loss: 1.7305 - val_acc: 0.6500
Epoch 9662/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9319 - val_loss: 1.7308 - val_acc: 0.6500
Epoch 9663/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1874 - acc: 0.9319 - val_loss: 1.7310 - val_acc: 0.6500
Epoch 9664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1874 - acc: 0.9319 - val_loss: 1.7313 - val_acc: 0.6500
Epoch 9665/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1874 - acc: 0.9319 - val_loss: 1.7316 - val_acc: 0.6500
Epoch 9666/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1874 - acc: 0.9319 - val_loss: 1.7318 - val_acc: 0.6500
Epoch 9667/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1873 - acc: 0.9319 - val_loss: 1.7321 - val_acc: 0.6500
Epoch 9668/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1873 - acc: 0.9319 - val_loss: 1.7323 - val_acc: 0.6500
Epoch 9669/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1873 - acc: 0.9319 - val_loss: 1.7326 - val_acc: 0.6500
Epoch 9670/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1873 - acc: 0.9319 - val_loss: 1.7328 - val_acc: 0.6500
Epoch 9671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1872 - acc: 0.9319 - val_loss: 1.7331 - val_acc: 0.6500
Epoch 9672/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1872 - acc: 0.9319 - val_loss: 1.7333 - val_acc: 0.6500
Epoch 9673/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1872 - acc: 0.9319 - val_loss: 1.7336 - val_acc: 0.6500
Epoch 9674/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1871 - acc: 0.9319 - val_loss: 1.7338 - val_acc: 0.6500
Epoch 9675/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1871 - acc: 0.9319 - val_loss: 1.7340 - val_acc: 0.6500
Epoch 9676/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1871 - acc: 0.9319 - val_loss: 1.7343 - val_acc: 0.6500
Epoch 9677/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1871 - acc: 0.9319 - val_loss: 1.7345 - val_acc: 0.6500
Epoch 9678/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.7347 - val_acc: 0.6500
Epoch 9679/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.7349 - val_acc: 0.6500
Epoch 9680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.7352 - val_acc: 0.6500
Epoch 9681/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.7354 - val_acc: 0.6500
Epoch 9682/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1869 - acc: 0.9319 - val_loss: 1.7356 - val_acc: 0.6500
Epoch 9683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9319 - val_loss: 1.7358 - val_acc: 0.6500
Epoch 9684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9319 - val_loss: 1.7361 - val_acc: 0.6500
Epoch 9685/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1868 - acc: 0.9319 - val_loss: 1.7363 - val_acc: 0.6500
Epoch 9686/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1868 - acc: 0.9319 - val_loss: 1.7365 - val_acc: 0.6500
Epoch 9687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1868 - acc: 0.9319 - val_loss: 1.7367 - val_acc: 0.6500
Epoch 9688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1868 - acc: 0.9319 - val_loss: 1.7370 - val_acc: 0.6500
Epoch 9689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7372 - val_acc: 0.6500
Epoch 9690/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7374 - val_acc: 0.6500
Epoch 9691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7377 - val_acc: 0.6444
Epoch 9692/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7379 - val_acc: 0.6444
Epoch 9693/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1866 - acc: 0.9319 - val_loss: 1.7381 - val_acc: 0.6444
Epoch 9694/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1866 - acc: 0.9319 - val_loss: 1.7384 - val_acc: 0.6444
Epoch 9695/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1866 - acc: 0.9319 - val_loss: 1.7386 - val_acc: 0.6444
Epoch 9696/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7388 - val_acc: 0.6444
Epoch 9697/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7391 - val_acc: 0.6444
Epoch 9698/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7393 - val_acc: 0.6444
Epoch 9699/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7396 - val_acc: 0.6444
Epoch 9700/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1864 - acc: 0.9319 - val_loss: 1.7398 - val_acc: 0.6444
Epoch 9701/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1864 - acc: 0.9319 - val_loss: 1.7400 - val_acc: 0.6444
Epoch 9702/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1864 - acc: 0.9319 - val_loss: 1.7403 - val_acc: 0.6444
Epoch 9703/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1864 - acc: 0.9319 - val_loss: 1.7405 - val_acc: 0.6444
Epoch 9704/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1863 - acc: 0.9319 - val_loss: 1.7407 - val_acc: 0.6444
Epoch 9705/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1863 - acc: 0.9319 - val_loss: 1.7410 - val_acc: 0.6444
Epoch 9706/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1863 - acc: 0.9319 - val_loss: 1.7412 - val_acc: 0.6444
Epoch 9707/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9319 - val_loss: 1.7414 - val_acc: 0.6444
Epoch 9708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9319 - val_loss: 1.7417 - val_acc: 0.6444
Epoch 9709/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9319 - val_loss: 1.7419 - val_acc: 0.6444
Epoch 9710/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1862 - acc: 0.9319 - val_loss: 1.7421 - val_acc: 0.6444
Epoch 9711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.7423 - val_acc: 0.6444
Epoch 9712/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.7426 - val_acc: 0.6444
Epoch 9713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.7428 - val_acc: 0.6444
Epoch 9714/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.7430 - val_acc: 0.6444
Epoch 9715/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7433 - val_acc: 0.6444
Epoch 9716/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7435 - val_acc: 0.6444
Epoch 9717/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7437 - val_acc: 0.6444
Epoch 9718/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7439 - val_acc: 0.6444
Epoch 9719/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1859 - acc: 0.9319 - val_loss: 1.7442 - val_acc: 0.6444
Epoch 9720/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1859 - acc: 0.9319 - val_loss: 1.7444 - val_acc: 0.6444
Epoch 9721/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1859 - acc: 0.9319 - val_loss: 1.7446 - val_acc: 0.6444
Epoch 9722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1858 - acc: 0.9319 - val_loss: 1.7448 - val_acc: 0.6444
Epoch 9723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1858 - acc: 0.9319 - val_loss: 1.7450 - val_acc: 0.6444
Epoch 9724/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1858 - acc: 0.9319 - val_loss: 1.7452 - val_acc: 0.6444
Epoch 9725/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1858 - acc: 0.9319 - val_loss: 1.7455 - val_acc: 0.6444
Epoch 9726/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7457 - val_acc: 0.6444
Epoch 9727/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7459 - val_acc: 0.6444
Epoch 9728/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7461 - val_acc: 0.6444
Epoch 9729/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7463 - val_acc: 0.6444
Epoch 9730/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1856 - acc: 0.9319 - val_loss: 1.7465 - val_acc: 0.6444
Epoch 9731/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1856 - acc: 0.9319 - val_loss: 1.7468 - val_acc: 0.6444
Epoch 9732/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1856 - acc: 0.9319 - val_loss: 1.7470 - val_acc: 0.6444
Epoch 9733/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1856 - acc: 0.9319 - val_loss: 1.7472 - val_acc: 0.6444
Epoch 9734/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.7474 - val_acc: 0.6444
Epoch 9735/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.7476 - val_acc: 0.6444
Epoch 9736/15000
720/720 [==============================] - 0s 35us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.7478 - val_acc: 0.6444
Epoch 9737/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.7480 - val_acc: 0.6444
Epoch 9738/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.7482 - val_acc: 0.6444
Epoch 9739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.7484 - val_acc: 0.6444
Epoch 9740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.7486 - val_acc: 0.6444
Epoch 9741/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1853 - acc: 0.9319 - val_loss: 1.7488 - val_acc: 0.6444
Epoch 9742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1853 - acc: 0.9319 - val_loss: 1.7490 - val_acc: 0.6444
Epoch 9743/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1853 - acc: 0.9319 - val_loss: 1.7492 - val_acc: 0.6444
Epoch 9744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1853 - acc: 0.9319 - val_loss: 1.7494 - val_acc: 0.6444
Epoch 9745/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1852 - acc: 0.9319 - val_loss: 1.7497 - val_acc: 0.6444
Epoch 9746/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1852 - acc: 0.9319 - val_loss: 1.7498 - val_acc: 0.6444
Epoch 9747/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1852 - acc: 0.9319 - val_loss: 1.7501 - val_acc: 0.6444
Epoch 9748/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1852 - acc: 0.9319 - val_loss: 1.7502 - val_acc: 0.6444
Epoch 9749/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1851 - acc: 0.9319 - val_loss: 1.7505 - val_acc: 0.6444
Epoch 9750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9319 - val_loss: 1.7506 - val_acc: 0.6444
Epoch 9751/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1851 - acc: 0.9319 - val_loss: 1.7509 - val_acc: 0.6444
Epoch 9752/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1851 - acc: 0.9319 - val_loss: 1.7510 - val_acc: 0.6444
Epoch 9753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7513 - val_acc: 0.6444
Epoch 9754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7514 - val_acc: 0.6444
Epoch 9755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7517 - val_acc: 0.6444
Epoch 9756/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7517 - val_acc: 0.6444
Epoch 9757/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7522 - val_acc: 0.6444
Epoch 9758/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7520 - val_acc: 0.6444
Epoch 9759/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7527 - val_acc: 0.6444
Epoch 9760/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7522 - val_acc: 0.6444
Epoch 9761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7533 - val_acc: 0.6444
Epoch 9762/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.7523 - val_acc: 0.6389
Epoch 9763/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1849 - acc: 0.9306 - val_loss: 1.7542 - val_acc: 0.6500
Epoch 9764/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7522 - val_acc: 0.6389
Epoch 9765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9306 - val_loss: 1.7556 - val_acc: 0.6500
Epoch 9766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.7517 - val_acc: 0.6333
Epoch 9767/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9306 - val_loss: 1.7582 - val_acc: 0.6500
Epoch 9768/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1876 - acc: 0.9292 - val_loss: 1.7508 - val_acc: 0.6278
Epoch 9769/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1901 - acc: 0.9264 - val_loss: 1.7653 - val_acc: 0.6444
Epoch 9770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1965 - acc: 0.9194 - val_loss: 1.7477 - val_acc: 0.6222
Epoch 9771/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2080 - acc: 0.9083 - val_loss: 1.7990 - val_acc: 0.6278
Epoch 9772/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2460 - acc: 0.8931 - val_loss: 1.7467 - val_acc: 0.6389
Epoch 9773/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3487 - acc: 0.8486 - val_loss: 2.0350 - val_acc: 0.5944
Epoch 9774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7850 - acc: 0.6944 - val_loss: 1.8503 - val_acc: 0.5722
Epoch 9775/15000
720/720 [==============================] - 0s 10us/step - loss: 1.1328 - acc: 0.6306 - val_loss: 1.7691 - val_acc: 0.6667
Epoch 9776/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3219 - acc: 0.8681 - val_loss: 2.0271 - val_acc: 0.6167
Epoch 9777/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8852 - acc: 0.6833 - val_loss: 1.7543 - val_acc: 0.6056
Epoch 9778/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6490 - acc: 0.7111 - val_loss: 1.6870 - val_acc: 0.6556
Epoch 9779/15000
720/720 [==============================] - 0s 25us/step - loss: 0.3368 - acc: 0.8444 - val_loss: 1.8561 - val_acc: 0.5722
Epoch 9780/15000
720/720 [==============================] - 0s 14us/step - loss: 0.5797 - acc: 0.7542 - val_loss: 1.6460 - val_acc: 0.6278
Epoch 9781/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3567 - acc: 0.8403 - val_loss: 1.5842 - val_acc: 0.6278
Epoch 9782/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5685 - acc: 0.7528 - val_loss: 1.6446 - val_acc: 0.6556
Epoch 9783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3273 - acc: 0.8403 - val_loss: 1.7962 - val_acc: 0.5889
Epoch 9784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4984 - acc: 0.7764 - val_loss: 1.5363 - val_acc: 0.6667
Epoch 9785/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3352 - acc: 0.8486 - val_loss: 1.5641 - val_acc: 0.6778
Epoch 9786/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3848 - acc: 0.8222 - val_loss: 1.6336 - val_acc: 0.6444
Epoch 9787/15000
720/720 [==============================] - 0s 21us/step - loss: 0.3229 - acc: 0.8472 - val_loss: 1.6242 - val_acc: 0.6333
Epoch 9788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3028 - acc: 0.8653 - val_loss: 1.6097 - val_acc: 0.6556
Epoch 9789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3343 - acc: 0.8472 - val_loss: 1.6634 - val_acc: 0.6389
Epoch 9790/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2924 - acc: 0.8736 - val_loss: 1.6212 - val_acc: 0.6167
Epoch 9791/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3012 - acc: 0.8569 - val_loss: 1.5684 - val_acc: 0.6389
Epoch 9792/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2868 - acc: 0.8764 - val_loss: 1.5645 - val_acc: 0.6722
Epoch 9793/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3322 - acc: 0.8528 - val_loss: 1.5678 - val_acc: 0.6500
Epoch 9794/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2483 - acc: 0.8917 - val_loss: 1.5757 - val_acc: 0.6278
Epoch 9795/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3287 - acc: 0.8556 - val_loss: 1.6343 - val_acc: 0.6278
Epoch 9796/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2760 - acc: 0.8778 - val_loss: 1.5945 - val_acc: 0.6444
Epoch 9797/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2977 - acc: 0.8611 - val_loss: 1.5962 - val_acc: 0.6333
Epoch 9798/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2229 - acc: 0.9083 - val_loss: 1.6434 - val_acc: 0.6167
Epoch 9799/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2750 - acc: 0.8750 - val_loss: 1.6048 - val_acc: 0.6611
Epoch 9800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2352 - acc: 0.9042 - val_loss: 1.6267 - val_acc: 0.6500
Epoch 9801/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2362 - acc: 0.9014 - val_loss: 1.6415 - val_acc: 0.6333
Epoch 9802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2341 - acc: 0.8944 - val_loss: 1.6195 - val_acc: 0.6444
Epoch 9803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2262 - acc: 0.9069 - val_loss: 1.6510 - val_acc: 0.6556
Epoch 9804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2358 - acc: 0.9028 - val_loss: 1.6809 - val_acc: 0.6500
Epoch 9805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2101 - acc: 0.9167 - val_loss: 1.6588 - val_acc: 0.6333
Epoch 9806/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2315 - acc: 0.8972 - val_loss: 1.6452 - val_acc: 0.6500
Epoch 9807/15000
720/720 [==============================] - 0s 26us/step - loss: 0.2118 - acc: 0.9139 - val_loss: 1.6575 - val_acc: 0.6222
Epoch 9808/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2200 - acc: 0.9139 - val_loss: 1.6958 - val_acc: 0.6167
Epoch 9809/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2116 - acc: 0.9139 - val_loss: 1.6929 - val_acc: 0.6333
Epoch 9810/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2127 - acc: 0.9097 - val_loss: 1.6803 - val_acc: 0.6278
Epoch 9811/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2120 - acc: 0.9153 - val_loss: 1.6953 - val_acc: 0.6333
Epoch 9812/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2054 - acc: 0.9208 - val_loss: 1.6979 - val_acc: 0.6389
Epoch 9813/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2099 - acc: 0.9111 - val_loss: 1.6884 - val_acc: 0.6333
Epoch 9814/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2018 - acc: 0.9250 - val_loss: 1.6953 - val_acc: 0.6389
Epoch 9815/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2056 - acc: 0.9208 - val_loss: 1.7064 - val_acc: 0.6444
Epoch 9816/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2018 - acc: 0.9278 - val_loss: 1.6887 - val_acc: 0.6333
Epoch 9817/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2002 - acc: 0.9264 - val_loss: 1.6834 - val_acc: 0.6333
Epoch 9818/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2022 - acc: 0.9208 - val_loss: 1.7114 - val_acc: 0.6500
Epoch 9819/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1964 - acc: 0.9250 - val_loss: 1.7154 - val_acc: 0.6556
Epoch 9820/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2011 - acc: 0.9208 - val_loss: 1.6906 - val_acc: 0.6444
Epoch 9821/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1963 - acc: 0.9264 - val_loss: 1.6854 - val_acc: 0.6389
Epoch 9822/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1972 - acc: 0.9292 - val_loss: 1.7041 - val_acc: 0.6500
Epoch 9823/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1961 - acc: 0.9222 - val_loss: 1.7003 - val_acc: 0.6389
Epoch 9824/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1944 - acc: 0.9222 - val_loss: 1.6869 - val_acc: 0.6278
Epoch 9825/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1968 - acc: 0.9319 - val_loss: 1.6966 - val_acc: 0.6444
Epoch 9826/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1923 - acc: 0.9278 - val_loss: 1.7050 - val_acc: 0.6389
Epoch 9827/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1956 - acc: 0.9222 - val_loss: 1.6953 - val_acc: 0.6333
Epoch 9828/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1921 - acc: 0.9306 - val_loss: 1.6959 - val_acc: 0.6333
Epoch 9829/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1937 - acc: 0.9292 - val_loss: 1.7068 - val_acc: 0.6444
Epoch 9830/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1926 - acc: 0.9292 - val_loss: 1.7020 - val_acc: 0.6389
Epoch 9831/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1917 - acc: 0.9292 - val_loss: 1.6920 - val_acc: 0.6333
Epoch 9832/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1928 - acc: 0.9292 - val_loss: 1.6980 - val_acc: 0.6333
Epoch 9833/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1906 - acc: 0.9292 - val_loss: 1.7064 - val_acc: 0.6444
Epoch 9834/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1921 - acc: 0.9264 - val_loss: 1.6997 - val_acc: 0.6444
Epoch 9835/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1904 - acc: 0.9306 - val_loss: 1.6966 - val_acc: 0.6278
Epoch 9836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1912 - acc: 0.9319 - val_loss: 1.7064 - val_acc: 0.6444
Epoch 9837/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1905 - acc: 0.9333 - val_loss: 1.7108 - val_acc: 0.6389
Epoch 9838/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1902 - acc: 0.9264 - val_loss: 1.7031 - val_acc: 0.6333
Epoch 9839/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1904 - acc: 0.9319 - val_loss: 1.7021 - val_acc: 0.6389
Epoch 9840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1897 - acc: 0.9319 - val_loss: 1.7053 - val_acc: 0.6389
Epoch 9841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1900 - acc: 0.9292 - val_loss: 1.7061 - val_acc: 0.6389
Epoch 9842/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1894 - acc: 0.9278 - val_loss: 1.7086 - val_acc: 0.6389
Epoch 9843/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1895 - acc: 0.9319 - val_loss: 1.7137 - val_acc: 0.6444
Epoch 9844/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1893 - acc: 0.9319 - val_loss: 1.7131 - val_acc: 0.6444
Epoch 9845/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1890 - acc: 0.9306 - val_loss: 1.7084 - val_acc: 0.6389
Epoch 9846/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1890 - acc: 0.9319 - val_loss: 1.7116 - val_acc: 0.6389
Epoch 9847/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1887 - acc: 0.9333 - val_loss: 1.7174 - val_acc: 0.6389
Epoch 9848/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1887 - acc: 0.9306 - val_loss: 1.7148 - val_acc: 0.6389
Epoch 9849/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1886 - acc: 0.9292 - val_loss: 1.7109 - val_acc: 0.6389
Epoch 9850/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1884 - acc: 0.9333 - val_loss: 1.7140 - val_acc: 0.6389
Epoch 9851/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1884 - acc: 0.9319 - val_loss: 1.7184 - val_acc: 0.6389
Epoch 9852/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1882 - acc: 0.9306 - val_loss: 1.7183 - val_acc: 0.6389
Epoch 9853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1881 - acc: 0.9306 - val_loss: 1.7174 - val_acc: 0.6389
Epoch 9854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1880 - acc: 0.9333 - val_loss: 1.7183 - val_acc: 0.6389
Epoch 9855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1879 - acc: 0.9306 - val_loss: 1.7194 - val_acc: 0.6389
Epoch 9856/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1879 - acc: 0.9306 - val_loss: 1.7201 - val_acc: 0.6389
Epoch 9857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1877 - acc: 0.9333 - val_loss: 1.7214 - val_acc: 0.6389
Epoch 9858/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1877 - acc: 0.9319 - val_loss: 1.7214 - val_acc: 0.6389
Epoch 9859/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1876 - acc: 0.9306 - val_loss: 1.7210 - val_acc: 0.6389
Epoch 9860/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9319 - val_loss: 1.7228 - val_acc: 0.6389
Epoch 9861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9333 - val_loss: 1.7237 - val_acc: 0.6389
Epoch 9862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1873 - acc: 0.9306 - val_loss: 1.7220 - val_acc: 0.6389
Epoch 9863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1873 - acc: 0.9306 - val_loss: 1.7208 - val_acc: 0.6389
Epoch 9864/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1872 - acc: 0.9333 - val_loss: 1.7226 - val_acc: 0.6389
Epoch 9865/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1872 - acc: 0.9333 - val_loss: 1.7246 - val_acc: 0.6389
Epoch 9866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1871 - acc: 0.9306 - val_loss: 1.7239 - val_acc: 0.6333
Epoch 9867/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.7230 - val_acc: 0.6389
Epoch 9868/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1870 - acc: 0.9333 - val_loss: 1.7236 - val_acc: 0.6389
Epoch 9869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9319 - val_loss: 1.7243 - val_acc: 0.6389
Epoch 9870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9319 - val_loss: 1.7246 - val_acc: 0.6389
Epoch 9871/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1868 - acc: 0.9319 - val_loss: 1.7243 - val_acc: 0.6389
Epoch 9872/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7238 - val_acc: 0.6389
Epoch 9873/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1867 - acc: 0.9319 - val_loss: 1.7238 - val_acc: 0.6389
Epoch 9874/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1866 - acc: 0.9333 - val_loss: 1.7247 - val_acc: 0.6389
Epoch 9875/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1866 - acc: 0.9333 - val_loss: 1.7258 - val_acc: 0.6389
Epoch 9876/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7257 - val_acc: 0.6389
Epoch 9877/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7254 - val_acc: 0.6389
Epoch 9878/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1864 - acc: 0.9333 - val_loss: 1.7257 - val_acc: 0.6389
Epoch 9879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1864 - acc: 0.9333 - val_loss: 1.7260 - val_acc: 0.6389
Epoch 9880/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1863 - acc: 0.9319 - val_loss: 1.7261 - val_acc: 0.6389
Epoch 9881/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1863 - acc: 0.9333 - val_loss: 1.7265 - val_acc: 0.6389
Epoch 9882/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9333 - val_loss: 1.7270 - val_acc: 0.6389
Epoch 9883/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9319 - val_loss: 1.7273 - val_acc: 0.6389
Epoch 9884/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.7275 - val_acc: 0.6389
Epoch 9885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9333 - val_loss: 1.7280 - val_acc: 0.6389
Epoch 9886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7281 - val_acc: 0.6333
Epoch 9887/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.7281 - val_acc: 0.6333
Epoch 9888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9333 - val_loss: 1.7284 - val_acc: 0.6333
Epoch 9889/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1859 - acc: 0.9333 - val_loss: 1.7286 - val_acc: 0.6333
Epoch 9890/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1859 - acc: 0.9319 - val_loss: 1.7286 - val_acc: 0.6333
Epoch 9891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1858 - acc: 0.9333 - val_loss: 1.7288 - val_acc: 0.6333
Epoch 9892/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1858 - acc: 0.9333 - val_loss: 1.7294 - val_acc: 0.6333
Epoch 9893/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7299 - val_acc: 0.6333
Epoch 9894/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1857 - acc: 0.9319 - val_loss: 1.7302 - val_acc: 0.6333
Epoch 9895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1857 - acc: 0.9333 - val_loss: 1.7305 - val_acc: 0.6333
Epoch 9896/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1856 - acc: 0.9333 - val_loss: 1.7308 - val_acc: 0.6333
Epoch 9897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1856 - acc: 0.9319 - val_loss: 1.7313 - val_acc: 0.6333
Epoch 9898/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1855 - acc: 0.9333 - val_loss: 1.7319 - val_acc: 0.6333
Epoch 9899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9333 - val_loss: 1.7322 - val_acc: 0.6333
Epoch 9900/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.7323 - val_acc: 0.6333
Epoch 9901/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1854 - acc: 0.9333 - val_loss: 1.7325 - val_acc: 0.6333
Epoch 9902/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1854 - acc: 0.9333 - val_loss: 1.7331 - val_acc: 0.6333
Epoch 9903/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1853 - acc: 0.9333 - val_loss: 1.7334 - val_acc: 0.6333
Epoch 9904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1853 - acc: 0.9333 - val_loss: 1.7336 - val_acc: 0.6333
Epoch 9905/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1852 - acc: 0.9333 - val_loss: 1.7339 - val_acc: 0.6333
Epoch 9906/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1852 - acc: 0.9333 - val_loss: 1.7342 - val_acc: 0.6333
Epoch 9907/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1852 - acc: 0.9333 - val_loss: 1.7346 - val_acc: 0.6333
Epoch 9908/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1851 - acc: 0.9333 - val_loss: 1.7349 - val_acc: 0.6333
Epoch 9909/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9333 - val_loss: 1.7352 - val_acc: 0.6333
Epoch 9910/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1850 - acc: 0.9333 - val_loss: 1.7354 - val_acc: 0.6333
Epoch 9911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1850 - acc: 0.9333 - val_loss: 1.7358 - val_acc: 0.6333
Epoch 9912/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1850 - acc: 0.9333 - val_loss: 1.7361 - val_acc: 0.6333
Epoch 9913/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9333 - val_loss: 1.7364 - val_acc: 0.6333
Epoch 9914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9333 - val_loss: 1.7366 - val_acc: 0.6333
Epoch 9915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1848 - acc: 0.9333 - val_loss: 1.7370 - val_acc: 0.6333
Epoch 9916/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1848 - acc: 0.9333 - val_loss: 1.7373 - val_acc: 0.6333
Epoch 9917/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1848 - acc: 0.9333 - val_loss: 1.7375 - val_acc: 0.6333
Epoch 9918/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1847 - acc: 0.9333 - val_loss: 1.7377 - val_acc: 0.6333
Epoch 9919/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1847 - acc: 0.9333 - val_loss: 1.7381 - val_acc: 0.6333
Epoch 9920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1847 - acc: 0.9333 - val_loss: 1.7384 - val_acc: 0.6333
Epoch 9921/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1846 - acc: 0.9333 - val_loss: 1.7386 - val_acc: 0.6333
Epoch 9922/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1846 - acc: 0.9333 - val_loss: 1.7389 - val_acc: 0.6333
Epoch 9923/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1846 - acc: 0.9333 - val_loss: 1.7391 - val_acc: 0.6333
Epoch 9924/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1845 - acc: 0.9333 - val_loss: 1.7394 - val_acc: 0.6333
Epoch 9925/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1845 - acc: 0.9333 - val_loss: 1.7398 - val_acc: 0.6333
Epoch 9926/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9319 - val_loss: 1.7400 - val_acc: 0.6333
Epoch 9927/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9319 - val_loss: 1.7402 - val_acc: 0.6333
Epoch 9928/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1844 - acc: 0.9333 - val_loss: 1.7405 - val_acc: 0.6333
Epoch 9929/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1843 - acc: 0.9319 - val_loss: 1.7409 - val_acc: 0.6333
Epoch 9930/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1843 - acc: 0.9319 - val_loss: 1.7412 - val_acc: 0.6333
Epoch 9931/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1843 - acc: 0.9319 - val_loss: 1.7415 - val_acc: 0.6333
Epoch 9932/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1842 - acc: 0.9319 - val_loss: 1.7418 - val_acc: 0.6333
Epoch 9933/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1842 - acc: 0.9319 - val_loss: 1.7422 - val_acc: 0.6333
Epoch 9934/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1842 - acc: 0.9319 - val_loss: 1.7425 - val_acc: 0.6333
Epoch 9935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1841 - acc: 0.9319 - val_loss: 1.7429 - val_acc: 0.6333
Epoch 9936/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1841 - acc: 0.9319 - val_loss: 1.7432 - val_acc: 0.6333
Epoch 9937/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1841 - acc: 0.9319 - val_loss: 1.7435 - val_acc: 0.6333
Epoch 9938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1840 - acc: 0.9319 - val_loss: 1.7439 - val_acc: 0.6333
Epoch 9939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1840 - acc: 0.9319 - val_loss: 1.7442 - val_acc: 0.6333
Epoch 9940/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1840 - acc: 0.9319 - val_loss: 1.7446 - val_acc: 0.6333
Epoch 9941/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1839 - acc: 0.9319 - val_loss: 1.7449 - val_acc: 0.6333
Epoch 9942/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1839 - acc: 0.9319 - val_loss: 1.7453 - val_acc: 0.6333
Epoch 9943/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1839 - acc: 0.9319 - val_loss: 1.7457 - val_acc: 0.6333
Epoch 9944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1838 - acc: 0.9319 - val_loss: 1.7460 - val_acc: 0.6333
Epoch 9945/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1838 - acc: 0.9319 - val_loss: 1.7464 - val_acc: 0.6333
Epoch 9946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1838 - acc: 0.9319 - val_loss: 1.7467 - val_acc: 0.6333
Epoch 9947/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1837 - acc: 0.9319 - val_loss: 1.7471 - val_acc: 0.6333
Epoch 9948/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1837 - acc: 0.9319 - val_loss: 1.7475 - val_acc: 0.6333
Epoch 9949/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1837 - acc: 0.9319 - val_loss: 1.7478 - val_acc: 0.6333
Epoch 9950/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7482 - val_acc: 0.6333
Epoch 9951/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7486 - val_acc: 0.6333
Epoch 9952/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7489 - val_acc: 0.6333
Epoch 9953/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7493 - val_acc: 0.6333
Epoch 9954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1835 - acc: 0.9319 - val_loss: 1.7497 - val_acc: 0.6333
Epoch 9955/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1835 - acc: 0.9319 - val_loss: 1.7500 - val_acc: 0.6333
Epoch 9956/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1835 - acc: 0.9319 - val_loss: 1.7504 - val_acc: 0.6333
Epoch 9957/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7507 - val_acc: 0.6333
Epoch 9958/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7511 - val_acc: 0.6333
Epoch 9959/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7514 - val_acc: 0.6333
Epoch 9960/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1833 - acc: 0.9319 - val_loss: 1.7518 - val_acc: 0.6333
Epoch 9961/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1833 - acc: 0.9319 - val_loss: 1.7521 - val_acc: 0.6333
Epoch 9962/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1833 - acc: 0.9319 - val_loss: 1.7524 - val_acc: 0.6333
Epoch 9963/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1832 - acc: 0.9319 - val_loss: 1.7527 - val_acc: 0.6333
Epoch 9964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1832 - acc: 0.9319 - val_loss: 1.7530 - val_acc: 0.6333
Epoch 9965/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1832 - acc: 0.9319 - val_loss: 1.7533 - val_acc: 0.6333
Epoch 9966/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1831 - acc: 0.9319 - val_loss: 1.7536 - val_acc: 0.6333
Epoch 9967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1831 - acc: 0.9319 - val_loss: 1.7539 - val_acc: 0.6333
Epoch 9968/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1831 - acc: 0.9319 - val_loss: 1.7542 - val_acc: 0.6333
Epoch 9969/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7545 - val_acc: 0.6333
Epoch 9970/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7547 - val_acc: 0.6333
Epoch 9971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7550 - val_acc: 0.6333
Epoch 9972/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.7553 - val_acc: 0.6333
Epoch 9973/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.7555 - val_acc: 0.6333
Epoch 9974/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.7558 - val_acc: 0.6333
Epoch 9975/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7561 - val_acc: 0.6333
Epoch 9976/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7563 - val_acc: 0.6333
Epoch 9977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7566 - val_acc: 0.6333
Epoch 9978/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7568 - val_acc: 0.6333
Epoch 9979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7571 - val_acc: 0.6333
Epoch 9980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7574 - val_acc: 0.6333
Epoch 9981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7576 - val_acc: 0.6333
Epoch 9982/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7579 - val_acc: 0.6333
Epoch 9983/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7582 - val_acc: 0.6333
Epoch 9984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7584 - val_acc: 0.6333
Epoch 9985/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7587 - val_acc: 0.6333
Epoch 9986/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7590 - val_acc: 0.6333
Epoch 9987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7592 - val_acc: 0.6333
Epoch 9988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7595 - val_acc: 0.6333
Epoch 9989/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7597 - val_acc: 0.6333
Epoch 9990/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1824 - acc: 0.9319 - val_loss: 1.7600 - val_acc: 0.6333
Epoch 9991/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1824 - acc: 0.9319 - val_loss: 1.7603 - val_acc: 0.6333
Epoch 9992/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1824 - acc: 0.9319 - val_loss: 1.7605 - val_acc: 0.6333
Epoch 9993/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7608 - val_acc: 0.6333
Epoch 9994/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7610 - val_acc: 0.6333
Epoch 9995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7612 - val_acc: 0.6333
Epoch 9996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7615 - val_acc: 0.6333
Epoch 9997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7617 - val_acc: 0.6333
Epoch 9998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7620 - val_acc: 0.6333
Epoch 9999/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7622 - val_acc: 0.6333
Epoch 10000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7624 - val_acc: 0.6333
Epoch 10001/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7627 - val_acc: 0.6333
Epoch 10002/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7629 - val_acc: 0.6333
Epoch 10003/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7631 - val_acc: 0.6333
Epoch 10004/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7633 - val_acc: 0.6333
Epoch 10005/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7636 - val_acc: 0.6333
Epoch 10006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7638 - val_acc: 0.6333
Epoch 10007/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7640 - val_acc: 0.6333
Epoch 10008/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7642 - val_acc: 0.6333
Epoch 10009/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7645 - val_acc: 0.6333
Epoch 10010/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7647 - val_acc: 0.6333
Epoch 10011/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7649 - val_acc: 0.6333
Epoch 10012/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1818 - acc: 0.9319 - val_loss: 1.7651 - val_acc: 0.6333
Epoch 10013/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1818 - acc: 0.9319 - val_loss: 1.7653 - val_acc: 0.6333
Epoch 10014/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1818 - acc: 0.9319 - val_loss: 1.7655 - val_acc: 0.6333
Epoch 10015/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1817 - acc: 0.9319 - val_loss: 1.7657 - val_acc: 0.6333
Epoch 10016/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1817 - acc: 0.9319 - val_loss: 1.7660 - val_acc: 0.6333
Epoch 10017/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1817 - acc: 0.9319 - val_loss: 1.7662 - val_acc: 0.6333
Epoch 10018/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1817 - acc: 0.9319 - val_loss: 1.7664 - val_acc: 0.6333
Epoch 10019/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1816 - acc: 0.9319 - val_loss: 1.7666 - val_acc: 0.6333
Epoch 10020/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1816 - acc: 0.9319 - val_loss: 1.7668 - val_acc: 0.6333
Epoch 10021/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1816 - acc: 0.9319 - val_loss: 1.7670 - val_acc: 0.6333
Epoch 10022/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1816 - acc: 0.9319 - val_loss: 1.7672 - val_acc: 0.6333
Epoch 10023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7674 - val_acc: 0.6333
Epoch 10024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7676 - val_acc: 0.6333
Epoch 10025/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7678 - val_acc: 0.6333
Epoch 10026/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1814 - acc: 0.9319 - val_loss: 1.7681 - val_acc: 0.6333
Epoch 10027/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1814 - acc: 0.9319 - val_loss: 1.7683 - val_acc: 0.6333
Epoch 10028/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1814 - acc: 0.9319 - val_loss: 1.7685 - val_acc: 0.6333
Epoch 10029/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1814 - acc: 0.9319 - val_loss: 1.7687 - val_acc: 0.6333
Epoch 10030/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1813 - acc: 0.9319 - val_loss: 1.7689 - val_acc: 0.6333
Epoch 10031/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1813 - acc: 0.9319 - val_loss: 1.7691 - val_acc: 0.6333
Epoch 10032/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1813 - acc: 0.9319 - val_loss: 1.7693 - val_acc: 0.6333
Epoch 10033/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1813 - acc: 0.9319 - val_loss: 1.7696 - val_acc: 0.6333
Epoch 10034/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1812 - acc: 0.9319 - val_loss: 1.7698 - val_acc: 0.6333
Epoch 10035/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1812 - acc: 0.9319 - val_loss: 1.7700 - val_acc: 0.6333
Epoch 10036/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1812 - acc: 0.9319 - val_loss: 1.7702 - val_acc: 0.6333
Epoch 10037/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1812 - acc: 0.9319 - val_loss: 1.7705 - val_acc: 0.6333
Epoch 10038/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1811 - acc: 0.9319 - val_loss: 1.7706 - val_acc: 0.6333
Epoch 10039/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1811 - acc: 0.9319 - val_loss: 1.7709 - val_acc: 0.6333
Epoch 10040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1811 - acc: 0.9319 - val_loss: 1.7711 - val_acc: 0.6333
Epoch 10041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1810 - acc: 0.9319 - val_loss: 1.7714 - val_acc: 0.6333
Epoch 10042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1810 - acc: 0.9319 - val_loss: 1.7715 - val_acc: 0.6333
Epoch 10043/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1810 - acc: 0.9319 - val_loss: 1.7719 - val_acc: 0.6333
Epoch 10044/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1810 - acc: 0.9319 - val_loss: 1.7719 - val_acc: 0.6333
Epoch 10045/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7724 - val_acc: 0.6333
Epoch 10046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7723 - val_acc: 0.6333
Epoch 10047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7729 - val_acc: 0.6333
Epoch 10048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7726 - val_acc: 0.6333
Epoch 10049/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7735 - val_acc: 0.6333
Epoch 10050/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1808 - acc: 0.9319 - val_loss: 1.7729 - val_acc: 0.6333
Epoch 10051/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1808 - acc: 0.9319 - val_loss: 1.7743 - val_acc: 0.6333
Epoch 10052/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7730 - val_acc: 0.6333
Epoch 10053/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7753 - val_acc: 0.6444
Epoch 10054/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1810 - acc: 0.9319 - val_loss: 1.7728 - val_acc: 0.6333
Epoch 10055/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1813 - acc: 0.9319 - val_loss: 1.7770 - val_acc: 0.6444
Epoch 10056/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1817 - acc: 0.9333 - val_loss: 1.7723 - val_acc: 0.6278
Epoch 10057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7803 - val_acc: 0.6444
Epoch 10058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9333 - val_loss: 1.7715 - val_acc: 0.6278
Epoch 10059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9306 - val_loss: 1.7893 - val_acc: 0.6389
Epoch 10060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1954 - acc: 0.9181 - val_loss: 1.7720 - val_acc: 0.6167
Epoch 10061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2094 - acc: 0.9097 - val_loss: 1.8337 - val_acc: 0.6278
Epoch 10062/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2593 - acc: 0.8847 - val_loss: 1.7766 - val_acc: 0.6167
Epoch 10063/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4178 - acc: 0.8069 - val_loss: 2.1356 - val_acc: 0.5667
Epoch 10064/15000
720/720 [==============================] - 0s 24us/step - loss: 1.0089 - acc: 0.6597 - val_loss: 1.8567 - val_acc: 0.6222
Epoch 10065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6265 - acc: 0.7208 - val_loss: 1.7931 - val_acc: 0.6722
Epoch 10066/15000
720/720 [==============================] - 0s 3us/step - loss: 0.3207 - acc: 0.8528 - val_loss: 1.7722 - val_acc: 0.6556
Epoch 10067/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3325 - acc: 0.8444 - val_loss: 1.8109 - val_acc: 0.6278
Epoch 10068/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5234 - acc: 0.7778 - val_loss: 1.8889 - val_acc: 0.6389
Epoch 10069/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4684 - acc: 0.7819 - val_loss: 1.6784 - val_acc: 0.6278
Epoch 10070/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2855 - acc: 0.8694 - val_loss: 1.6332 - val_acc: 0.6333
Epoch 10071/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4819 - acc: 0.7792 - val_loss: 1.8506 - val_acc: 0.6056
Epoch 10072/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5028 - acc: 0.7625 - val_loss: 1.6968 - val_acc: 0.6778
Epoch 10073/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2819 - acc: 0.8722 - val_loss: 1.6635 - val_acc: 0.6333
Epoch 10074/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5182 - acc: 0.7750 - val_loss: 1.8456 - val_acc: 0.5889
Epoch 10075/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4896 - acc: 0.7722 - val_loss: 1.6774 - val_acc: 0.6833
Epoch 10076/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3267 - acc: 0.8528 - val_loss: 1.6549 - val_acc: 0.6500
Epoch 10077/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3550 - acc: 0.8389 - val_loss: 1.7974 - val_acc: 0.6111
Epoch 10078/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4155 - acc: 0.8181 - val_loss: 1.6541 - val_acc: 0.6222
Epoch 10079/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2583 - acc: 0.8806 - val_loss: 1.6282 - val_acc: 0.6444
Epoch 10080/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4125 - acc: 0.8125 - val_loss: 1.6791 - val_acc: 0.6444
Epoch 10081/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3242 - acc: 0.8417 - val_loss: 1.6462 - val_acc: 0.6444
Epoch 10082/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3137 - acc: 0.8556 - val_loss: 1.5983 - val_acc: 0.6389
Epoch 10083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3066 - acc: 0.8653 - val_loss: 1.6263 - val_acc: 0.6833
Epoch 10084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3346 - acc: 0.8417 - val_loss: 1.6185 - val_acc: 0.6722
Epoch 10085/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2317 - acc: 0.9014 - val_loss: 1.6187 - val_acc: 0.6333
Epoch 10086/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3033 - acc: 0.8611 - val_loss: 1.7381 - val_acc: 0.6444
Epoch 10087/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3044 - acc: 0.8653 - val_loss: 1.6999 - val_acc: 0.6778
Epoch 10088/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2757 - acc: 0.8778 - val_loss: 1.6666 - val_acc: 0.6722
Epoch 10089/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2282 - acc: 0.8944 - val_loss: 1.6996 - val_acc: 0.6389
Epoch 10090/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2970 - acc: 0.8597 - val_loss: 1.7036 - val_acc: 0.6667
Epoch 10091/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2409 - acc: 0.8917 - val_loss: 1.7535 - val_acc: 0.6611
Epoch 10092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2384 - acc: 0.8958 - val_loss: 1.7487 - val_acc: 0.6444
Epoch 10093/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2350 - acc: 0.8917 - val_loss: 1.6846 - val_acc: 0.6278
Epoch 10094/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2356 - acc: 0.9000 - val_loss: 1.7045 - val_acc: 0.6500
Epoch 10095/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2174 - acc: 0.9069 - val_loss: 1.7660 - val_acc: 0.6667
Epoch 10096/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2203 - acc: 0.9111 - val_loss: 1.7600 - val_acc: 0.6389
Epoch 10097/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2237 - acc: 0.9056 - val_loss: 1.7373 - val_acc: 0.6611
Epoch 10098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2127 - acc: 0.9069 - val_loss: 1.7184 - val_acc: 0.6389
Epoch 10099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2085 - acc: 0.9181 - val_loss: 1.7280 - val_acc: 0.6389
Epoch 10100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2004 - acc: 0.9292 - val_loss: 1.7410 - val_acc: 0.6444
Epoch 10101/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2128 - acc: 0.9056 - val_loss: 1.7446 - val_acc: 0.6222
Epoch 10102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1959 - acc: 0.9278 - val_loss: 1.7518 - val_acc: 0.6333
Epoch 10103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2020 - acc: 0.9194 - val_loss: 1.7491 - val_acc: 0.6556
Epoch 10104/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1963 - acc: 0.9236 - val_loss: 1.7421 - val_acc: 0.6167
Epoch 10105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2015 - acc: 0.9236 - val_loss: 1.7465 - val_acc: 0.6444
Epoch 10106/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1944 - acc: 0.9208 - val_loss: 1.7556 - val_acc: 0.6444
Epoch 10107/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1927 - acc: 0.9222 - val_loss: 1.7420 - val_acc: 0.6389
Epoch 10108/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1958 - acc: 0.9194 - val_loss: 1.7398 - val_acc: 0.6333
Epoch 10109/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1927 - acc: 0.9167 - val_loss: 1.7464 - val_acc: 0.6389
Epoch 10110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1905 - acc: 0.9319 - val_loss: 1.7616 - val_acc: 0.6556
Epoch 10111/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1893 - acc: 0.9306 - val_loss: 1.7548 - val_acc: 0.6556
Epoch 10112/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1907 - acc: 0.9250 - val_loss: 1.7418 - val_acc: 0.6389
Epoch 10113/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1887 - acc: 0.9292 - val_loss: 1.7558 - val_acc: 0.6389
Epoch 10114/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1865 - acc: 0.9306 - val_loss: 1.7735 - val_acc: 0.6444
Epoch 10115/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1876 - acc: 0.9306 - val_loss: 1.7553 - val_acc: 0.6333
Epoch 10116/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1864 - acc: 0.9375 - val_loss: 1.7490 - val_acc: 0.6444
Epoch 10117/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1870 - acc: 0.9306 - val_loss: 1.7605 - val_acc: 0.6444
Epoch 10118/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1847 - acc: 0.9319 - val_loss: 1.7644 - val_acc: 0.6389
Epoch 10119/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1852 - acc: 0.9306 - val_loss: 1.7534 - val_acc: 0.6333
Epoch 10120/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1853 - acc: 0.9306 - val_loss: 1.7430 - val_acc: 0.6333
Epoch 10121/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1845 - acc: 0.9306 - val_loss: 1.7525 - val_acc: 0.6389
Epoch 10122/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1839 - acc: 0.9319 - val_loss: 1.7534 - val_acc: 0.6444
Epoch 10123/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1835 - acc: 0.9319 - val_loss: 1.7448 - val_acc: 0.6333
Epoch 10124/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1840 - acc: 0.9347 - val_loss: 1.7479 - val_acc: 0.6389
Epoch 10125/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7511 - val_acc: 0.6389
Epoch 10126/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1833 - acc: 0.9292 - val_loss: 1.7490 - val_acc: 0.6333
Epoch 10127/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1823 - acc: 0.9292 - val_loss: 1.7523 - val_acc: 0.6389
Epoch 10128/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1831 - acc: 0.9306 - val_loss: 1.7585 - val_acc: 0.6389
Epoch 10129/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7599 - val_acc: 0.6389
Epoch 10130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7529 - val_acc: 0.6389
Epoch 10131/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1818 - acc: 0.9333 - val_loss: 1.7535 - val_acc: 0.6333
Epoch 10132/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1819 - acc: 0.9333 - val_loss: 1.7613 - val_acc: 0.6444
Epoch 10133/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1819 - acc: 0.9306 - val_loss: 1.7563 - val_acc: 0.6389
Epoch 10134/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9333 - val_loss: 1.7508 - val_acc: 0.6333
Epoch 10135/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1816 - acc: 0.9333 - val_loss: 1.7576 - val_acc: 0.6389
Epoch 10136/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1812 - acc: 0.9347 - val_loss: 1.7652 - val_acc: 0.6389
Epoch 10137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7637 - val_acc: 0.6389
Epoch 10138/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1811 - acc: 0.9319 - val_loss: 1.7563 - val_acc: 0.6389
Epoch 10139/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1811 - acc: 0.9333 - val_loss: 1.7579 - val_acc: 0.6389
Epoch 10140/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7633 - val_acc: 0.6389
Epoch 10141/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1810 - acc: 0.9306 - val_loss: 1.7617 - val_acc: 0.6333
Epoch 10142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9333 - val_loss: 1.7611 - val_acc: 0.6389
Epoch 10143/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1807 - acc: 0.9319 - val_loss: 1.7617 - val_acc: 0.6389
Epoch 10144/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1807 - acc: 0.9306 - val_loss: 1.7616 - val_acc: 0.6333
Epoch 10145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1806 - acc: 0.9292 - val_loss: 1.7635 - val_acc: 0.6389
Epoch 10146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1806 - acc: 0.9319 - val_loss: 1.7656 - val_acc: 0.6389
Epoch 10147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1805 - acc: 0.9319 - val_loss: 1.7661 - val_acc: 0.6389
Epoch 10148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1805 - acc: 0.9306 - val_loss: 1.7624 - val_acc: 0.6389
Epoch 10149/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1804 - acc: 0.9333 - val_loss: 1.7609 - val_acc: 0.6333
Epoch 10150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9333 - val_loss: 1.7649 - val_acc: 0.6389
Epoch 10151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1803 - acc: 0.9306 - val_loss: 1.7652 - val_acc: 0.6389
Epoch 10152/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9292 - val_loss: 1.7630 - val_acc: 0.6333
Epoch 10153/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1802 - acc: 0.9333 - val_loss: 1.7633 - val_acc: 0.6389
Epoch 10154/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9333 - val_loss: 1.7648 - val_acc: 0.6333
Epoch 10155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9306 - val_loss: 1.7646 - val_acc: 0.6389
Epoch 10156/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1800 - acc: 0.9319 - val_loss: 1.7622 - val_acc: 0.6333
Epoch 10157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1800 - acc: 0.9333 - val_loss: 1.7624 - val_acc: 0.6389
Epoch 10158/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1799 - acc: 0.9333 - val_loss: 1.7635 - val_acc: 0.6389
Epoch 10159/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1799 - acc: 0.9319 - val_loss: 1.7619 - val_acc: 0.6389
Epoch 10160/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1799 - acc: 0.9319 - val_loss: 1.7610 - val_acc: 0.6389
Epoch 10161/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1798 - acc: 0.9319 - val_loss: 1.7604 - val_acc: 0.6389
Epoch 10162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1798 - acc: 0.9333 - val_loss: 1.7600 - val_acc: 0.6389
Epoch 10163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1797 - acc: 0.9333 - val_loss: 1.7602 - val_acc: 0.6389
Epoch 10164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1797 - acc: 0.9333 - val_loss: 1.7605 - val_acc: 0.6333
Epoch 10165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1796 - acc: 0.9319 - val_loss: 1.7610 - val_acc: 0.6389
Epoch 10166/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1796 - acc: 0.9319 - val_loss: 1.7601 - val_acc: 0.6333
Epoch 10167/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1796 - acc: 0.9319 - val_loss: 1.7603 - val_acc: 0.6333
Epoch 10168/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1795 - acc: 0.9319 - val_loss: 1.7618 - val_acc: 0.6389
Epoch 10169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1795 - acc: 0.9319 - val_loss: 1.7617 - val_acc: 0.6333
Epoch 10170/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1794 - acc: 0.9319 - val_loss: 1.7615 - val_acc: 0.6389
Epoch 10171/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1794 - acc: 0.9333 - val_loss: 1.7615 - val_acc: 0.6389
Epoch 10172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1794 - acc: 0.9319 - val_loss: 1.7618 - val_acc: 0.6389
Epoch 10173/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1793 - acc: 0.9319 - val_loss: 1.7613 - val_acc: 0.6389
Epoch 10174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1793 - acc: 0.9319 - val_loss: 1.7609 - val_acc: 0.6333
Epoch 10175/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1793 - acc: 0.9319 - val_loss: 1.7618 - val_acc: 0.6389
Epoch 10176/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1792 - acc: 0.9319 - val_loss: 1.7622 - val_acc: 0.6333
Epoch 10177/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1792 - acc: 0.9319 - val_loss: 1.7621 - val_acc: 0.6333
Epoch 10178/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1792 - acc: 0.9319 - val_loss: 1.7621 - val_acc: 0.6333
Epoch 10179/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1792 - acc: 0.9319 - val_loss: 1.7623 - val_acc: 0.6333
Epoch 10180/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1791 - acc: 0.9319 - val_loss: 1.7628 - val_acc: 0.6333
Epoch 10181/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1791 - acc: 0.9319 - val_loss: 1.7630 - val_acc: 0.6333
Epoch 10182/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1791 - acc: 0.9319 - val_loss: 1.7633 - val_acc: 0.6333
Epoch 10183/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1790 - acc: 0.9319 - val_loss: 1.7634 - val_acc: 0.6333
Epoch 10184/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1790 - acc: 0.9319 - val_loss: 1.7636 - val_acc: 0.6333
Epoch 10185/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1790 - acc: 0.9319 - val_loss: 1.7646 - val_acc: 0.6333
Epoch 10186/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1789 - acc: 0.9319 - val_loss: 1.7650 - val_acc: 0.6333
Epoch 10187/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1789 - acc: 0.9319 - val_loss: 1.7650 - val_acc: 0.6333
Epoch 10188/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1789 - acc: 0.9319 - val_loss: 1.7649 - val_acc: 0.6333
Epoch 10189/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1789 - acc: 0.9319 - val_loss: 1.7653 - val_acc: 0.6333
Epoch 10190/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1788 - acc: 0.9319 - val_loss: 1.7659 - val_acc: 0.6333
Epoch 10191/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1788 - acc: 0.9319 - val_loss: 1.7660 - val_acc: 0.6333
Epoch 10192/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1788 - acc: 0.9319 - val_loss: 1.7663 - val_acc: 0.6333
Epoch 10193/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7668 - val_acc: 0.6333
Epoch 10194/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7672 - val_acc: 0.6333
Epoch 10195/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7676 - val_acc: 0.6333
Epoch 10196/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7678 - val_acc: 0.6333
Epoch 10197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9319 - val_loss: 1.7682 - val_acc: 0.6333
Epoch 10198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9319 - val_loss: 1.7685 - val_acc: 0.6333
Epoch 10199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9319 - val_loss: 1.7690 - val_acc: 0.6333
Epoch 10200/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1786 - acc: 0.9319 - val_loss: 1.7692 - val_acc: 0.6333
Epoch 10201/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1785 - acc: 0.9319 - val_loss: 1.7693 - val_acc: 0.6333
Epoch 10202/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9319 - val_loss: 1.7697 - val_acc: 0.6333
Epoch 10203/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1785 - acc: 0.9319 - val_loss: 1.7701 - val_acc: 0.6333
Epoch 10204/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1784 - acc: 0.9319 - val_loss: 1.7704 - val_acc: 0.6333
Epoch 10205/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1784 - acc: 0.9319 - val_loss: 1.7705 - val_acc: 0.6333
Epoch 10206/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1784 - acc: 0.9319 - val_loss: 1.7708 - val_acc: 0.6333
Epoch 10207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1784 - acc: 0.9319 - val_loss: 1.7712 - val_acc: 0.6333
Epoch 10208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9319 - val_loss: 1.7714 - val_acc: 0.6333
Epoch 10209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9319 - val_loss: 1.7717 - val_acc: 0.6333
Epoch 10210/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9319 - val_loss: 1.7720 - val_acc: 0.6333
Epoch 10211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9319 - val_loss: 1.7723 - val_acc: 0.6333
Epoch 10212/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1782 - acc: 0.9319 - val_loss: 1.7726 - val_acc: 0.6333
Epoch 10213/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1782 - acc: 0.9319 - val_loss: 1.7729 - val_acc: 0.6333
Epoch 10214/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9319 - val_loss: 1.7732 - val_acc: 0.6333
Epoch 10215/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.7735 - val_acc: 0.6333
Epoch 10216/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.7738 - val_acc: 0.6333
Epoch 10217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.7741 - val_acc: 0.6389
Epoch 10218/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.7743 - val_acc: 0.6389
Epoch 10219/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1780 - acc: 0.9319 - val_loss: 1.7746 - val_acc: 0.6389
Epoch 10220/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1780 - acc: 0.9319 - val_loss: 1.7749 - val_acc: 0.6389
Epoch 10221/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1780 - acc: 0.9319 - val_loss: 1.7752 - val_acc: 0.6389
Epoch 10222/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1780 - acc: 0.9319 - val_loss: 1.7754 - val_acc: 0.6389
Epoch 10223/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1779 - acc: 0.9319 - val_loss: 1.7757 - val_acc: 0.6389
Epoch 10224/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9319 - val_loss: 1.7760 - val_acc: 0.6389
Epoch 10225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9319 - val_loss: 1.7763 - val_acc: 0.6389
Epoch 10226/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9319 - val_loss: 1.7766 - val_acc: 0.6389
Epoch 10227/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1778 - acc: 0.9319 - val_loss: 1.7769 - val_acc: 0.6389
Epoch 10228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9319 - val_loss: 1.7772 - val_acc: 0.6389
Epoch 10229/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9319 - val_loss: 1.7774 - val_acc: 0.6389
Epoch 10230/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1777 - acc: 0.9319 - val_loss: 1.7777 - val_acc: 0.6389
Epoch 10231/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1777 - acc: 0.9319 - val_loss: 1.7780 - val_acc: 0.6389
Epoch 10232/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1777 - acc: 0.9319 - val_loss: 1.7783 - val_acc: 0.6389
Epoch 10233/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1777 - acc: 0.9319 - val_loss: 1.7787 - val_acc: 0.6389
Epoch 10234/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1776 - acc: 0.9319 - val_loss: 1.7789 - val_acc: 0.6389
Epoch 10235/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1776 - acc: 0.9319 - val_loss: 1.7792 - val_acc: 0.6389
Epoch 10236/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1776 - acc: 0.9319 - val_loss: 1.7795 - val_acc: 0.6389
Epoch 10237/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1775 - acc: 0.9319 - val_loss: 1.7799 - val_acc: 0.6389
Epoch 10238/15000
720/720 [==============================] - 0s 29us/step - loss: 0.1775 - acc: 0.9319 - val_loss: 1.7802 - val_acc: 0.6389
Epoch 10239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9319 - val_loss: 1.7805 - val_acc: 0.6389
Epoch 10240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9319 - val_loss: 1.7808 - val_acc: 0.6389
Epoch 10241/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1774 - acc: 0.9319 - val_loss: 1.7811 - val_acc: 0.6389
Epoch 10242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1774 - acc: 0.9319 - val_loss: 1.7815 - val_acc: 0.6389
Epoch 10243/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1774 - acc: 0.9319 - val_loss: 1.7818 - val_acc: 0.6389
Epoch 10244/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1773 - acc: 0.9319 - val_loss: 1.7821 - val_acc: 0.6389
Epoch 10245/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1773 - acc: 0.9319 - val_loss: 1.7825 - val_acc: 0.6389
Epoch 10246/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1773 - acc: 0.9319 - val_loss: 1.7828 - val_acc: 0.6389
Epoch 10247/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1773 - acc: 0.9319 - val_loss: 1.7832 - val_acc: 0.6389
Epoch 10248/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1772 - acc: 0.9319 - val_loss: 1.7835 - val_acc: 0.6389
Epoch 10249/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1772 - acc: 0.9319 - val_loss: 1.7839 - val_acc: 0.6389
Epoch 10250/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1772 - acc: 0.9319 - val_loss: 1.7843 - val_acc: 0.6389
Epoch 10251/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1771 - acc: 0.9319 - val_loss: 1.7847 - val_acc: 0.6389
Epoch 10252/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1771 - acc: 0.9319 - val_loss: 1.7850 - val_acc: 0.6389
Epoch 10253/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1771 - acc: 0.9319 - val_loss: 1.7854 - val_acc: 0.6389
Epoch 10254/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1770 - acc: 0.9319 - val_loss: 1.7858 - val_acc: 0.6389
Epoch 10255/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1770 - acc: 0.9319 - val_loss: 1.7862 - val_acc: 0.6389
Epoch 10256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1770 - acc: 0.9319 - val_loss: 1.7867 - val_acc: 0.6389
Epoch 10257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9319 - val_loss: 1.7871 - val_acc: 0.6333
Epoch 10258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9319 - val_loss: 1.7875 - val_acc: 0.6333
Epoch 10259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9319 - val_loss: 1.7879 - val_acc: 0.6333
Epoch 10260/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1768 - acc: 0.9319 - val_loss: 1.7883 - val_acc: 0.6333
Epoch 10261/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1768 - acc: 0.9319 - val_loss: 1.7887 - val_acc: 0.6333
Epoch 10262/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1767 - acc: 0.9319 - val_loss: 1.7891 - val_acc: 0.6333
Epoch 10263/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1767 - acc: 0.9319 - val_loss: 1.7895 - val_acc: 0.6333
Epoch 10264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1767 - acc: 0.9319 - val_loss: 1.7899 - val_acc: 0.6333
Epoch 10265/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9319 - val_loss: 1.7903 - val_acc: 0.6333
Epoch 10266/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1766 - acc: 0.9319 - val_loss: 1.7907 - val_acc: 0.6333
Epoch 10267/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1766 - acc: 0.9319 - val_loss: 1.7910 - val_acc: 0.6333
Epoch 10268/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1765 - acc: 0.9319 - val_loss: 1.7914 - val_acc: 0.6333
Epoch 10269/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1765 - acc: 0.9319 - val_loss: 1.7917 - val_acc: 0.6333
Epoch 10270/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1764 - acc: 0.9319 - val_loss: 1.7920 - val_acc: 0.6333
Epoch 10271/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1764 - acc: 0.9319 - val_loss: 1.7924 - val_acc: 0.6333
Epoch 10272/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1764 - acc: 0.9319 - val_loss: 1.7927 - val_acc: 0.6333
Epoch 10273/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1763 - acc: 0.9319 - val_loss: 1.7929 - val_acc: 0.6333
Epoch 10274/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1763 - acc: 0.9319 - val_loss: 1.7932 - val_acc: 0.6333
Epoch 10275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1763 - acc: 0.9319 - val_loss: 1.7935 - val_acc: 0.6333
Epoch 10276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9319 - val_loss: 1.7938 - val_acc: 0.6389
Epoch 10277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9319 - val_loss: 1.7940 - val_acc: 0.6389
Epoch 10278/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1762 - acc: 0.9319 - val_loss: 1.7943 - val_acc: 0.6389
Epoch 10279/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1761 - acc: 0.9319 - val_loss: 1.7945 - val_acc: 0.6389
Epoch 10280/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1761 - acc: 0.9319 - val_loss: 1.7948 - val_acc: 0.6389
Epoch 10281/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1761 - acc: 0.9319 - val_loss: 1.7950 - val_acc: 0.6389
Epoch 10282/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1760 - acc: 0.9319 - val_loss: 1.7953 - val_acc: 0.6389
Epoch 10283/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1760 - acc: 0.9319 - val_loss: 1.7955 - val_acc: 0.6389
Epoch 10284/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1760 - acc: 0.9319 - val_loss: 1.7957 - val_acc: 0.6389
Epoch 10285/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1759 - acc: 0.9319 - val_loss: 1.7959 - val_acc: 0.6389
Epoch 10286/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1759 - acc: 0.9319 - val_loss: 1.7962 - val_acc: 0.6389
Epoch 10287/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1759 - acc: 0.9319 - val_loss: 1.7964 - val_acc: 0.6389
Epoch 10288/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9319 - val_loss: 1.7966 - val_acc: 0.6389
Epoch 10289/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1758 - acc: 0.9319 - val_loss: 1.7968 - val_acc: 0.6389
Epoch 10290/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9319 - val_loss: 1.7970 - val_acc: 0.6389
Epoch 10291/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9319 - val_loss: 1.7972 - val_acc: 0.6389
Epoch 10292/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1757 - acc: 0.9319 - val_loss: 1.7974 - val_acc: 0.6389
Epoch 10293/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1757 - acc: 0.9319 - val_loss: 1.7976 - val_acc: 0.6389
Epoch 10294/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1757 - acc: 0.9319 - val_loss: 1.7979 - val_acc: 0.6389
Epoch 10295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1757 - acc: 0.9319 - val_loss: 1.7981 - val_acc: 0.6389
Epoch 10296/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7983 - val_acc: 0.6389
Epoch 10297/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7985 - val_acc: 0.6389
Epoch 10298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7987 - val_acc: 0.6389
Epoch 10299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7990 - val_acc: 0.6389
Epoch 10300/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1755 - acc: 0.9319 - val_loss: 1.7992 - val_acc: 0.6389
Epoch 10301/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1755 - acc: 0.9319 - val_loss: 1.7994 - val_acc: 0.6389
Epoch 10302/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9319 - val_loss: 1.7996 - val_acc: 0.6389
Epoch 10303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9319 - val_loss: 1.7998 - val_acc: 0.6389
Epoch 10304/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1754 - acc: 0.9319 - val_loss: 1.8000 - val_acc: 0.6389
Epoch 10305/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9319 - val_loss: 1.8003 - val_acc: 0.6389
Epoch 10306/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1754 - acc: 0.9319 - val_loss: 1.8005 - val_acc: 0.6389
Epoch 10307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9319 - val_loss: 1.8007 - val_acc: 0.6389
Epoch 10308/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9319 - val_loss: 1.8009 - val_acc: 0.6389
Epoch 10309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9319 - val_loss: 1.8011 - val_acc: 0.6389
Epoch 10310/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1753 - acc: 0.9319 - val_loss: 1.8013 - val_acc: 0.6389
Epoch 10311/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.8014 - val_acc: 0.6389
Epoch 10312/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.8016 - val_acc: 0.6389
Epoch 10313/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.8018 - val_acc: 0.6389
Epoch 10314/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.8020 - val_acc: 0.6389
Epoch 10315/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.8022 - val_acc: 0.6389
Epoch 10316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9319 - val_loss: 1.8023 - val_acc: 0.6389
Epoch 10317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9319 - val_loss: 1.8025 - val_acc: 0.6389
Epoch 10318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9319 - val_loss: 1.8027 - val_acc: 0.6389
Epoch 10319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9319 - val_loss: 1.8029 - val_acc: 0.6389
Epoch 10320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8030 - val_acc: 0.6389
Epoch 10321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8032 - val_acc: 0.6389
Epoch 10322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8033 - val_acc: 0.6389
Epoch 10323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8035 - val_acc: 0.6389
Epoch 10324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9319 - val_loss: 1.8037 - val_acc: 0.6389
Epoch 10325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1749 - acc: 0.9319 - val_loss: 1.8038 - val_acc: 0.6389
Epoch 10326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9319 - val_loss: 1.8040 - val_acc: 0.6389
Epoch 10327/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1749 - acc: 0.9319 - val_loss: 1.8041 - val_acc: 0.6389
Epoch 10328/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1748 - acc: 0.9319 - val_loss: 1.8043 - val_acc: 0.6389
Epoch 10329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9319 - val_loss: 1.8045 - val_acc: 0.6389
Epoch 10330/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9319 - val_loss: 1.8046 - val_acc: 0.6389
Epoch 10331/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1748 - acc: 0.9319 - val_loss: 1.8048 - val_acc: 0.6389
Epoch 10332/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8049 - val_acc: 0.6389
Epoch 10333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8051 - val_acc: 0.6389
Epoch 10334/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8052 - val_acc: 0.6389
Epoch 10335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8055 - val_acc: 0.6389
Epoch 10336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8054 - val_acc: 0.6389
Epoch 10337/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8058 - val_acc: 0.6389
Epoch 10338/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8057 - val_acc: 0.6333
Epoch 10339/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8062 - val_acc: 0.6389
Epoch 10340/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8058 - val_acc: 0.6333
Epoch 10341/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8067 - val_acc: 0.6389
Epoch 10342/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8059 - val_acc: 0.6333
Epoch 10343/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1746 - acc: 0.9319 - val_loss: 1.8074 - val_acc: 0.6389
Epoch 10344/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1747 - acc: 0.9319 - val_loss: 1.8059 - val_acc: 0.6333
Epoch 10345/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1748 - acc: 0.9333 - val_loss: 1.8084 - val_acc: 0.6444
Epoch 10346/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8056 - val_acc: 0.6333
Epoch 10347/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1755 - acc: 0.9347 - val_loss: 1.8103 - val_acc: 0.6444
Epoch 10348/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1764 - acc: 0.9333 - val_loss: 1.8050 - val_acc: 0.6278
Epoch 10349/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.8147 - val_acc: 0.6389
Epoch 10350/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1819 - acc: 0.9264 - val_loss: 1.8044 - val_acc: 0.6222
Epoch 10351/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1885 - acc: 0.9208 - val_loss: 1.8330 - val_acc: 0.6333
Epoch 10352/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2087 - acc: 0.9139 - val_loss: 1.8028 - val_acc: 0.6333
Epoch 10353/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2515 - acc: 0.8903 - val_loss: 1.9606 - val_acc: 0.6056
Epoch 10354/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4542 - acc: 0.7847 - val_loss: 1.9415 - val_acc: 0.5667
Epoch 10355/15000
720/720 [==============================] - 0s 11us/step - loss: 1.2988 - acc: 0.6208 - val_loss: 1.8752 - val_acc: 0.6500
Epoch 10356/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2740 - acc: 0.8833 - val_loss: 2.1693 - val_acc: 0.5889
Epoch 10357/15000
720/720 [==============================] - 0s 10us/step - loss: 0.8886 - acc: 0.6750 - val_loss: 1.8730 - val_acc: 0.5611
Epoch 10358/15000
720/720 [==============================] - 0s 11us/step - loss: 1.3634 - acc: 0.6236 - val_loss: 1.6398 - val_acc: 0.5778
Epoch 10359/15000
720/720 [==============================] - 0s 10us/step - loss: 1.1209 - acc: 0.6569 - val_loss: 1.8572 - val_acc: 0.6389
Epoch 10360/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6029 - acc: 0.7500 - val_loss: 2.0346 - val_acc: 0.5778
Epoch 10361/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8877 - acc: 0.6681 - val_loss: 1.6248 - val_acc: 0.6278
Epoch 10362/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6027 - acc: 0.7514 - val_loss: 1.5177 - val_acc: 0.6000
Epoch 10363/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8341 - acc: 0.7111 - val_loss: 1.6116 - val_acc: 0.6167
Epoch 10364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6058 - acc: 0.7667 - val_loss: 1.7511 - val_acc: 0.6000
Epoch 10365/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6892 - acc: 0.7403 - val_loss: 1.7284 - val_acc: 0.6056
Epoch 10366/15000
720/720 [==============================] - 0s 10us/step - loss: 0.6032 - acc: 0.7583 - val_loss: 1.5069 - val_acc: 0.6444
Epoch 10367/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5583 - acc: 0.7569 - val_loss: 1.4974 - val_acc: 0.6611
Epoch 10368/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5005 - acc: 0.7917 - val_loss: 1.7533 - val_acc: 0.6222
Epoch 10369/15000
720/720 [==============================] - 0s 28us/step - loss: 0.5283 - acc: 0.7694 - val_loss: 1.6425 - val_acc: 0.6167
Epoch 10370/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4316 - acc: 0.8014 - val_loss: 1.5247 - val_acc: 0.6889
Epoch 10371/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4235 - acc: 0.8069 - val_loss: 1.5396 - val_acc: 0.6556
Epoch 10372/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4176 - acc: 0.8097 - val_loss: 1.7237 - val_acc: 0.6000
Epoch 10373/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4140 - acc: 0.8097 - val_loss: 1.6109 - val_acc: 0.6278
Epoch 10374/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3553 - acc: 0.8500 - val_loss: 1.6168 - val_acc: 0.6278
Epoch 10375/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3810 - acc: 0.8333 - val_loss: 1.7132 - val_acc: 0.6222
Epoch 10376/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3635 - acc: 0.8403 - val_loss: 1.6263 - val_acc: 0.6500
Epoch 10377/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3043 - acc: 0.8653 - val_loss: 1.5578 - val_acc: 0.6611
Epoch 10378/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3695 - acc: 0.8250 - val_loss: 1.7001 - val_acc: 0.6556
Epoch 10379/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3157 - acc: 0.8611 - val_loss: 1.7279 - val_acc: 0.6222
Epoch 10380/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2758 - acc: 0.8833 - val_loss: 1.7119 - val_acc: 0.6000
Epoch 10381/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2957 - acc: 0.8597 - val_loss: 1.7081 - val_acc: 0.6278
Epoch 10382/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2787 - acc: 0.8819 - val_loss: 1.7130 - val_acc: 0.6167
Epoch 10383/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2528 - acc: 0.8889 - val_loss: 1.6768 - val_acc: 0.6222
Epoch 10384/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2697 - acc: 0.8819 - val_loss: 1.7079 - val_acc: 0.6389
Epoch 10385/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2690 - acc: 0.8931 - val_loss: 1.7192 - val_acc: 0.6500
Epoch 10386/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2274 - acc: 0.9042 - val_loss: 1.7015 - val_acc: 0.6444
Epoch 10387/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2586 - acc: 0.8917 - val_loss: 1.7346 - val_acc: 0.6389
Epoch 10388/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2598 - acc: 0.8875 - val_loss: 1.6922 - val_acc: 0.6556
Epoch 10389/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2246 - acc: 0.9153 - val_loss: 1.6901 - val_acc: 0.6611
Epoch 10390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2384 - acc: 0.9097 - val_loss: 1.7146 - val_acc: 0.6444
Epoch 10391/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2449 - acc: 0.8931 - val_loss: 1.6401 - val_acc: 0.6556
Epoch 10392/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2150 - acc: 0.9153 - val_loss: 1.6310 - val_acc: 0.6500
Epoch 10393/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2277 - acc: 0.9056 - val_loss: 1.7114 - val_acc: 0.6500
Epoch 10394/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2341 - acc: 0.9000 - val_loss: 1.6656 - val_acc: 0.6500
Epoch 10395/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2046 - acc: 0.9208 - val_loss: 1.6461 - val_acc: 0.6611
Epoch 10396/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2203 - acc: 0.9194 - val_loss: 1.6886 - val_acc: 0.6611
Epoch 10397/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2296 - acc: 0.9014 - val_loss: 1.6792 - val_acc: 0.6667
Epoch 10398/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2036 - acc: 0.9208 - val_loss: 1.6742 - val_acc: 0.6611
Epoch 10399/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2066 - acc: 0.9222 - val_loss: 1.6871 - val_acc: 0.6611
Epoch 10400/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2210 - acc: 0.9069 - val_loss: 1.6774 - val_acc: 0.6500
Epoch 10401/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2030 - acc: 0.9167 - val_loss: 1.6869 - val_acc: 0.6500
Epoch 10402/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1960 - acc: 0.9278 - val_loss: 1.7043 - val_acc: 0.6556
Epoch 10403/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2082 - acc: 0.9139 - val_loss: 1.7082 - val_acc: 0.6389
Epoch 10404/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1992 - acc: 0.9264 - val_loss: 1.7082 - val_acc: 0.6389
Epoch 10405/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1919 - acc: 0.9278 - val_loss: 1.6979 - val_acc: 0.6667
Epoch 10406/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1979 - acc: 0.9181 - val_loss: 1.6835 - val_acc: 0.6556
Epoch 10407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9264 - val_loss: 1.6896 - val_acc: 0.6500
Epoch 10408/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1920 - acc: 0.9264 - val_loss: 1.6896 - val_acc: 0.6611
Epoch 10409/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1881 - acc: 0.9306 - val_loss: 1.6820 - val_acc: 0.6444
Epoch 10410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1939 - acc: 0.9292 - val_loss: 1.6808 - val_acc: 0.6444
Epoch 10411/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1883 - acc: 0.9319 - val_loss: 1.6805 - val_acc: 0.6500
Epoch 10412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1870 - acc: 0.9319 - val_loss: 1.6775 - val_acc: 0.6444
Epoch 10413/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1887 - acc: 0.9319 - val_loss: 1.6827 - val_acc: 0.6500
Epoch 10414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1883 - acc: 0.9264 - val_loss: 1.6829 - val_acc: 0.6389
Epoch 10415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9278 - val_loss: 1.6882 - val_acc: 0.6389
Epoch 10416/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1842 - acc: 0.9347 - val_loss: 1.7018 - val_acc: 0.6500
Epoch 10417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1865 - acc: 0.9306 - val_loss: 1.7070 - val_acc: 0.6389
Epoch 10418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1843 - acc: 0.9347 - val_loss: 1.7094 - val_acc: 0.6444
Epoch 10419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1830 - acc: 0.9306 - val_loss: 1.7119 - val_acc: 0.6500
Epoch 10420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1829 - acc: 0.9292 - val_loss: 1.7203 - val_acc: 0.6389
Epoch 10421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1833 - acc: 0.9347 - val_loss: 1.7269 - val_acc: 0.6500
Epoch 10422/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1826 - acc: 0.9347 - val_loss: 1.7142 - val_acc: 0.6444
Epoch 10423/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1807 - acc: 0.9389 - val_loss: 1.7076 - val_acc: 0.6389
Epoch 10424/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1815 - acc: 0.9333 - val_loss: 1.7179 - val_acc: 0.6500
Epoch 10425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1814 - acc: 0.9347 - val_loss: 1.7235 - val_acc: 0.6389
Epoch 10426/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1808 - acc: 0.9361 - val_loss: 1.7234 - val_acc: 0.6389
Epoch 10427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1798 - acc: 0.9375 - val_loss: 1.7262 - val_acc: 0.6389
Epoch 10428/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1800 - acc: 0.9347 - val_loss: 1.7343 - val_acc: 0.6389
Epoch 10429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9361 - val_loss: 1.7430 - val_acc: 0.6500
Epoch 10430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1796 - acc: 0.9375 - val_loss: 1.7436 - val_acc: 0.6389
Epoch 10431/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1792 - acc: 0.9375 - val_loss: 1.7462 - val_acc: 0.6389
Epoch 10432/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9375 - val_loss: 1.7496 - val_acc: 0.6444
Epoch 10433/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1792 - acc: 0.9347 - val_loss: 1.7489 - val_acc: 0.6389
Epoch 10434/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1788 - acc: 0.9361 - val_loss: 1.7534 - val_acc: 0.6389
Epoch 10435/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1784 - acc: 0.9333 - val_loss: 1.7584 - val_acc: 0.6389
Epoch 10436/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9347 - val_loss: 1.7576 - val_acc: 0.6389
Epoch 10437/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9333 - val_loss: 1.7558 - val_acc: 0.6389
Epoch 10438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9319 - val_loss: 1.7571 - val_acc: 0.6389
Epoch 10439/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1779 - acc: 0.9333 - val_loss: 1.7611 - val_acc: 0.6389
Epoch 10440/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1777 - acc: 0.9361 - val_loss: 1.7598 - val_acc: 0.6444
Epoch 10441/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1776 - acc: 0.9347 - val_loss: 1.7562 - val_acc: 0.6389
Epoch 10442/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1777 - acc: 0.9333 - val_loss: 1.7580 - val_acc: 0.6500
Epoch 10443/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1776 - acc: 0.9347 - val_loss: 1.7609 - val_acc: 0.6389
Epoch 10444/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1773 - acc: 0.9347 - val_loss: 1.7627 - val_acc: 0.6389
Epoch 10445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1773 - acc: 0.9361 - val_loss: 1.7631 - val_acc: 0.6444
Epoch 10446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9333 - val_loss: 1.7627 - val_acc: 0.6389
Epoch 10447/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1772 - acc: 0.9347 - val_loss: 1.7639 - val_acc: 0.6389
Epoch 10448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1770 - acc: 0.9361 - val_loss: 1.7654 - val_acc: 0.6389
Epoch 10449/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9361 - val_loss: 1.7664 - val_acc: 0.6389
Epoch 10450/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1768 - acc: 0.9347 - val_loss: 1.7669 - val_acc: 0.6444
Epoch 10451/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1768 - acc: 0.9333 - val_loss: 1.7671 - val_acc: 0.6444
Epoch 10452/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1767 - acc: 0.9347 - val_loss: 1.7689 - val_acc: 0.6444
Epoch 10453/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9347 - val_loss: 1.7691 - val_acc: 0.6444
Epoch 10454/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1765 - acc: 0.9347 - val_loss: 1.7686 - val_acc: 0.6444
Epoch 10455/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1765 - acc: 0.9347 - val_loss: 1.7697 - val_acc: 0.6444
Epoch 10456/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1765 - acc: 0.9333 - val_loss: 1.7697 - val_acc: 0.6444
Epoch 10457/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1764 - acc: 0.9347 - val_loss: 1.7687 - val_acc: 0.6444
Epoch 10458/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1763 - acc: 0.9347 - val_loss: 1.7679 - val_acc: 0.6444
Epoch 10459/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1762 - acc: 0.9347 - val_loss: 1.7686 - val_acc: 0.6444
Epoch 10460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9347 - val_loss: 1.7699 - val_acc: 0.6444
Epoch 10461/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1761 - acc: 0.9347 - val_loss: 1.7699 - val_acc: 0.6444
Epoch 10462/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1761 - acc: 0.9347 - val_loss: 1.7707 - val_acc: 0.6444
Epoch 10463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1760 - acc: 0.9347 - val_loss: 1.7713 - val_acc: 0.6444
Epoch 10464/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1760 - acc: 0.9347 - val_loss: 1.7707 - val_acc: 0.6444
Epoch 10465/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1759 - acc: 0.9347 - val_loss: 1.7708 - val_acc: 0.6444
Epoch 10466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1759 - acc: 0.9347 - val_loss: 1.7715 - val_acc: 0.6444
Epoch 10467/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1758 - acc: 0.9347 - val_loss: 1.7718 - val_acc: 0.6444
Epoch 10468/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9347 - val_loss: 1.7716 - val_acc: 0.6444
Epoch 10469/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1757 - acc: 0.9347 - val_loss: 1.7719 - val_acc: 0.6444
Epoch 10470/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1757 - acc: 0.9347 - val_loss: 1.7731 - val_acc: 0.6444
Epoch 10471/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1756 - acc: 0.9347 - val_loss: 1.7730 - val_acc: 0.6444
Epoch 10472/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1756 - acc: 0.9347 - val_loss: 1.7730 - val_acc: 0.6444
Epoch 10473/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7738 - val_acc: 0.6444
Epoch 10474/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7742 - val_acc: 0.6444
Epoch 10475/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1755 - acc: 0.9347 - val_loss: 1.7741 - val_acc: 0.6444
Epoch 10476/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9333 - val_loss: 1.7739 - val_acc: 0.6444
Epoch 10477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9333 - val_loss: 1.7745 - val_acc: 0.6444
Epoch 10478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9333 - val_loss: 1.7753 - val_acc: 0.6444
Epoch 10479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9333 - val_loss: 1.7754 - val_acc: 0.6444
Epoch 10480/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1753 - acc: 0.9347 - val_loss: 1.7756 - val_acc: 0.6444
Epoch 10481/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7755 - val_acc: 0.6444
Epoch 10482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7757 - val_acc: 0.6444
Epoch 10483/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7761 - val_acc: 0.6444
Epoch 10484/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7761 - val_acc: 0.6444
Epoch 10485/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7763 - val_acc: 0.6444
Epoch 10486/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1750 - acc: 0.9347 - val_loss: 1.7765 - val_acc: 0.6444
Epoch 10487/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1750 - acc: 0.9347 - val_loss: 1.7770 - val_acc: 0.6444
Epoch 10488/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1750 - acc: 0.9347 - val_loss: 1.7773 - val_acc: 0.6444
Epoch 10489/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1749 - acc: 0.9347 - val_loss: 1.7775 - val_acc: 0.6444
Epoch 10490/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1749 - acc: 0.9347 - val_loss: 1.7778 - val_acc: 0.6444
Epoch 10491/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1749 - acc: 0.9347 - val_loss: 1.7780 - val_acc: 0.6444
Epoch 10492/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1748 - acc: 0.9347 - val_loss: 1.7783 - val_acc: 0.6444
Epoch 10493/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1748 - acc: 0.9347 - val_loss: 1.7785 - val_acc: 0.6444
Epoch 10494/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1748 - acc: 0.9347 - val_loss: 1.7788 - val_acc: 0.6444
Epoch 10495/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1747 - acc: 0.9347 - val_loss: 1.7790 - val_acc: 0.6444
Epoch 10496/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1747 - acc: 0.9333 - val_loss: 1.7793 - val_acc: 0.6444
Epoch 10497/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1747 - acc: 0.9347 - val_loss: 1.7796 - val_acc: 0.6444
Epoch 10498/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1746 - acc: 0.9347 - val_loss: 1.7797 - val_acc: 0.6444
Epoch 10499/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1746 - acc: 0.9333 - val_loss: 1.7798 - val_acc: 0.6444
Epoch 10500/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9333 - val_loss: 1.7802 - val_acc: 0.6500
Epoch 10501/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1745 - acc: 0.9333 - val_loss: 1.7805 - val_acc: 0.6500
Epoch 10502/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1745 - acc: 0.9333 - val_loss: 1.7807 - val_acc: 0.6500
Epoch 10503/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1745 - acc: 0.9333 - val_loss: 1.7808 - val_acc: 0.6500
Epoch 10504/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1744 - acc: 0.9333 - val_loss: 1.7812 - val_acc: 0.6500
Epoch 10505/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1744 - acc: 0.9333 - val_loss: 1.7815 - val_acc: 0.6500
Epoch 10506/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1744 - acc: 0.9333 - val_loss: 1.7816 - val_acc: 0.6500
Epoch 10507/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1743 - acc: 0.9333 - val_loss: 1.7819 - val_acc: 0.6500
Epoch 10508/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9333 - val_loss: 1.7822 - val_acc: 0.6500
Epoch 10509/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1743 - acc: 0.9333 - val_loss: 1.7824 - val_acc: 0.6500
Epoch 10510/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1742 - acc: 0.9333 - val_loss: 1.7825 - val_acc: 0.6500
Epoch 10511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1742 - acc: 0.9333 - val_loss: 1.7828 - val_acc: 0.6500
Epoch 10512/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1742 - acc: 0.9333 - val_loss: 1.7831 - val_acc: 0.6500
Epoch 10513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1742 - acc: 0.9333 - val_loss: 1.7832 - val_acc: 0.6500
Epoch 10514/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1741 - acc: 0.9333 - val_loss: 1.7834 - val_acc: 0.6500
Epoch 10515/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1741 - acc: 0.9333 - val_loss: 1.7835 - val_acc: 0.6500
Epoch 10516/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1741 - acc: 0.9333 - val_loss: 1.7837 - val_acc: 0.6500
Epoch 10517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1740 - acc: 0.9333 - val_loss: 1.7840 - val_acc: 0.6500
Epoch 10518/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1740 - acc: 0.9333 - val_loss: 1.7842 - val_acc: 0.6500
Epoch 10519/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1740 - acc: 0.9333 - val_loss: 1.7844 - val_acc: 0.6500
Epoch 10520/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1739 - acc: 0.9333 - val_loss: 1.7845 - val_acc: 0.6500
Epoch 10521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1739 - acc: 0.9333 - val_loss: 1.7848 - val_acc: 0.6500
Epoch 10522/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1739 - acc: 0.9333 - val_loss: 1.7850 - val_acc: 0.6500
Epoch 10523/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1738 - acc: 0.9333 - val_loss: 1.7851 - val_acc: 0.6500
Epoch 10524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1738 - acc: 0.9333 - val_loss: 1.7853 - val_acc: 0.6500
Epoch 10525/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1738 - acc: 0.9333 - val_loss: 1.7855 - val_acc: 0.6500
Epoch 10526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1737 - acc: 0.9333 - val_loss: 1.7857 - val_acc: 0.6500
Epoch 10527/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1737 - acc: 0.9333 - val_loss: 1.7859 - val_acc: 0.6500
Epoch 10528/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1737 - acc: 0.9333 - val_loss: 1.7861 - val_acc: 0.6500
Epoch 10529/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1737 - acc: 0.9333 - val_loss: 1.7863 - val_acc: 0.6500
Epoch 10530/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1736 - acc: 0.9333 - val_loss: 1.7866 - val_acc: 0.6500
Epoch 10531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9333 - val_loss: 1.7869 - val_acc: 0.6500
Epoch 10532/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1736 - acc: 0.9333 - val_loss: 1.7872 - val_acc: 0.6500
Epoch 10533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9333 - val_loss: 1.7875 - val_acc: 0.6500
Epoch 10534/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9333 - val_loss: 1.7879 - val_acc: 0.6500
Epoch 10535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9333 - val_loss: 1.7882 - val_acc: 0.6500
Epoch 10536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1734 - acc: 0.9347 - val_loss: 1.7886 - val_acc: 0.6500
Epoch 10537/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1734 - acc: 0.9347 - val_loss: 1.7890 - val_acc: 0.6500
Epoch 10538/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1734 - acc: 0.9347 - val_loss: 1.7893 - val_acc: 0.6500
Epoch 10539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1734 - acc: 0.9347 - val_loss: 1.7897 - val_acc: 0.6500
Epoch 10540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1733 - acc: 0.9347 - val_loss: 1.7901 - val_acc: 0.6500
Epoch 10541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1733 - acc: 0.9347 - val_loss: 1.7904 - val_acc: 0.6500
Epoch 10542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1733 - acc: 0.9347 - val_loss: 1.7908 - val_acc: 0.6500
Epoch 10543/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1732 - acc: 0.9347 - val_loss: 1.7911 - val_acc: 0.6500
Epoch 10544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9333 - val_loss: 1.7914 - val_acc: 0.6500
Epoch 10545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9333 - val_loss: 1.7916 - val_acc: 0.6500
Epoch 10546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9333 - val_loss: 1.7919 - val_acc: 0.6500
Epoch 10547/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1731 - acc: 0.9333 - val_loss: 1.7921 - val_acc: 0.6500
Epoch 10548/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1731 - acc: 0.9333 - val_loss: 1.7923 - val_acc: 0.6500
Epoch 10549/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9333 - val_loss: 1.7925 - val_acc: 0.6500
Epoch 10550/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1731 - acc: 0.9333 - val_loss: 1.7926 - val_acc: 0.6500
Epoch 10551/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1730 - acc: 0.9347 - val_loss: 1.7928 - val_acc: 0.6500
Epoch 10552/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1730 - acc: 0.9347 - val_loss: 1.7930 - val_acc: 0.6500
Epoch 10553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1730 - acc: 0.9347 - val_loss: 1.7931 - val_acc: 0.6500
Epoch 10554/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1729 - acc: 0.9347 - val_loss: 1.7933 - val_acc: 0.6500
Epoch 10555/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1729 - acc: 0.9347 - val_loss: 1.7934 - val_acc: 0.6500
Epoch 10556/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1729 - acc: 0.9347 - val_loss: 1.7936 - val_acc: 0.6500
Epoch 10557/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1729 - acc: 0.9347 - val_loss: 1.7937 - val_acc: 0.6500
Epoch 10558/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1728 - acc: 0.9347 - val_loss: 1.7939 - val_acc: 0.6500
Epoch 10559/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1728 - acc: 0.9347 - val_loss: 1.7941 - val_acc: 0.6500
Epoch 10560/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1728 - acc: 0.9347 - val_loss: 1.7942 - val_acc: 0.6500
Epoch 10561/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1728 - acc: 0.9347 - val_loss: 1.7944 - val_acc: 0.6500
Epoch 10562/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1727 - acc: 0.9347 - val_loss: 1.7946 - val_acc: 0.6500
Epoch 10563/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1727 - acc: 0.9347 - val_loss: 1.7948 - val_acc: 0.6500
Epoch 10564/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1727 - acc: 0.9347 - val_loss: 1.7951 - val_acc: 0.6500
Epoch 10565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1727 - acc: 0.9347 - val_loss: 1.7953 - val_acc: 0.6500
Epoch 10566/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1726 - acc: 0.9347 - val_loss: 1.7955 - val_acc: 0.6500
Epoch 10567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1726 - acc: 0.9347 - val_loss: 1.7957 - val_acc: 0.6500
Epoch 10568/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1726 - acc: 0.9347 - val_loss: 1.7960 - val_acc: 0.6500
Epoch 10569/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1725 - acc: 0.9347 - val_loss: 1.7962 - val_acc: 0.6500
Epoch 10570/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9347 - val_loss: 1.7964 - val_acc: 0.6500
Epoch 10571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9347 - val_loss: 1.7966 - val_acc: 0.6500
Epoch 10572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9347 - val_loss: 1.7969 - val_acc: 0.6500
Epoch 10573/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9347 - val_loss: 1.7971 - val_acc: 0.6500
Epoch 10574/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1724 - acc: 0.9347 - val_loss: 1.7973 - val_acc: 0.6500
Epoch 10575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9347 - val_loss: 1.7975 - val_acc: 0.6500
Epoch 10576/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9347 - val_loss: 1.7977 - val_acc: 0.6500
Epoch 10577/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1723 - acc: 0.9347 - val_loss: 1.7979 - val_acc: 0.6500
Epoch 10578/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1723 - acc: 0.9347 - val_loss: 1.7981 - val_acc: 0.6500
Epoch 10579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9347 - val_loss: 1.7982 - val_acc: 0.6500
Epoch 10580/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1723 - acc: 0.9347 - val_loss: 1.7984 - val_acc: 0.6500
Epoch 10581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1722 - acc: 0.9347 - val_loss: 1.7986 - val_acc: 0.6500
Epoch 10582/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1722 - acc: 0.9347 - val_loss: 1.7988 - val_acc: 0.6500
Epoch 10583/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1722 - acc: 0.9347 - val_loss: 1.7990 - val_acc: 0.6500
Epoch 10584/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1722 - acc: 0.9347 - val_loss: 1.7992 - val_acc: 0.6500
Epoch 10585/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9361 - val_loss: 1.7993 - val_acc: 0.6500
Epoch 10586/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9361 - val_loss: 1.7995 - val_acc: 0.6500
Epoch 10587/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9361 - val_loss: 1.7997 - val_acc: 0.6500
Epoch 10588/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9361 - val_loss: 1.7999 - val_acc: 0.6500
Epoch 10589/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9361 - val_loss: 1.8001 - val_acc: 0.6500
Epoch 10590/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1720 - acc: 0.9361 - val_loss: 1.8002 - val_acc: 0.6500
Epoch 10591/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1720 - acc: 0.9361 - val_loss: 1.8004 - val_acc: 0.6500
Epoch 10592/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9361 - val_loss: 1.8006 - val_acc: 0.6500
Epoch 10593/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9361 - val_loss: 1.8008 - val_acc: 0.6500
Epoch 10594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9361 - val_loss: 1.8009 - val_acc: 0.6500
Epoch 10595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9361 - val_loss: 1.8011 - val_acc: 0.6500
Epoch 10596/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1719 - acc: 0.9361 - val_loss: 1.8013 - val_acc: 0.6500
Epoch 10597/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9361 - val_loss: 1.8014 - val_acc: 0.6500
Epoch 10598/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1718 - acc: 0.9361 - val_loss: 1.8016 - val_acc: 0.6500
Epoch 10599/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9361 - val_loss: 1.8018 - val_acc: 0.6500
Epoch 10600/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1718 - acc: 0.9361 - val_loss: 1.8019 - val_acc: 0.6500
Epoch 10601/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1717 - acc: 0.9361 - val_loss: 1.8021 - val_acc: 0.6500
Epoch 10602/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1717 - acc: 0.9361 - val_loss: 1.8022 - val_acc: 0.6500
Epoch 10603/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1717 - acc: 0.9361 - val_loss: 1.8024 - val_acc: 0.6500
Epoch 10604/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1717 - acc: 0.9361 - val_loss: 1.8025 - val_acc: 0.6500
Epoch 10605/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1716 - acc: 0.9361 - val_loss: 1.8027 - val_acc: 0.6500
Epoch 10606/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9361 - val_loss: 1.8028 - val_acc: 0.6500
Epoch 10607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9361 - val_loss: 1.8029 - val_acc: 0.6500
Epoch 10608/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1715 - acc: 0.9361 - val_loss: 1.8031 - val_acc: 0.6500
Epoch 10609/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1715 - acc: 0.9361 - val_loss: 1.8032 - val_acc: 0.6500
Epoch 10610/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1715 - acc: 0.9361 - val_loss: 1.8034 - val_acc: 0.6500
Epoch 10611/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1715 - acc: 0.9361 - val_loss: 1.8035 - val_acc: 0.6500
Epoch 10612/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1714 - acc: 0.9361 - val_loss: 1.8036 - val_acc: 0.6500
Epoch 10613/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1714 - acc: 0.9361 - val_loss: 1.8037 - val_acc: 0.6500
Epoch 10614/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1714 - acc: 0.9361 - val_loss: 1.8039 - val_acc: 0.6500
Epoch 10615/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1714 - acc: 0.9361 - val_loss: 1.8040 - val_acc: 0.6500
Epoch 10616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9361 - val_loss: 1.8041 - val_acc: 0.6500
Epoch 10617/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9361 - val_loss: 1.8042 - val_acc: 0.6500
Epoch 10618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9361 - val_loss: 1.8043 - val_acc: 0.6500
Epoch 10619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9361 - val_loss: 1.8045 - val_acc: 0.6500
Epoch 10620/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1712 - acc: 0.9361 - val_loss: 1.8046 - val_acc: 0.6500
Epoch 10621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1712 - acc: 0.9361 - val_loss: 1.8047 - val_acc: 0.6500
Epoch 10622/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1712 - acc: 0.9375 - val_loss: 1.8048 - val_acc: 0.6500
Epoch 10623/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1712 - acc: 0.9375 - val_loss: 1.8049 - val_acc: 0.6500
Epoch 10624/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9375 - val_loss: 1.8050 - val_acc: 0.6500
Epoch 10625/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1711 - acc: 0.9375 - val_loss: 1.8051 - val_acc: 0.6500
Epoch 10626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9375 - val_loss: 1.8052 - val_acc: 0.6500
Epoch 10627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9375 - val_loss: 1.8053 - val_acc: 0.6500
Epoch 10628/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1710 - acc: 0.9375 - val_loss: 1.8054 - val_acc: 0.6500
Epoch 10629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1710 - acc: 0.9375 - val_loss: 1.8055 - val_acc: 0.6500
Epoch 10630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1710 - acc: 0.9375 - val_loss: 1.8056 - val_acc: 0.6500
Epoch 10631/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1710 - acc: 0.9375 - val_loss: 1.8057 - val_acc: 0.6500
Epoch 10632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1709 - acc: 0.9375 - val_loss: 1.8058 - val_acc: 0.6500
Epoch 10633/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1709 - acc: 0.9375 - val_loss: 1.8059 - val_acc: 0.6500
Epoch 10634/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1709 - acc: 0.9375 - val_loss: 1.8060 - val_acc: 0.6500
Epoch 10635/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1709 - acc: 0.9375 - val_loss: 1.8061 - val_acc: 0.6500
Epoch 10636/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1708 - acc: 0.9375 - val_loss: 1.8062 - val_acc: 0.6500
Epoch 10637/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1708 - acc: 0.9375 - val_loss: 1.8063 - val_acc: 0.6500
Epoch 10638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9375 - val_loss: 1.8064 - val_acc: 0.6500
Epoch 10639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9375 - val_loss: 1.8065 - val_acc: 0.6500
Epoch 10640/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1707 - acc: 0.9375 - val_loss: 1.8066 - val_acc: 0.6500
Epoch 10641/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1707 - acc: 0.9375 - val_loss: 1.8067 - val_acc: 0.6500
Epoch 10642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1707 - acc: 0.9375 - val_loss: 1.8068 - val_acc: 0.6500
Epoch 10643/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1707 - acc: 0.9375 - val_loss: 1.8069 - val_acc: 0.6500
Epoch 10644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1706 - acc: 0.9375 - val_loss: 1.8070 - val_acc: 0.6500
Epoch 10645/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1706 - acc: 0.9375 - val_loss: 1.8071 - val_acc: 0.6500
Epoch 10646/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1706 - acc: 0.9375 - val_loss: 1.8072 - val_acc: 0.6500
Epoch 10647/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1706 - acc: 0.9375 - val_loss: 1.8073 - val_acc: 0.6500
Epoch 10648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9375 - val_loss: 1.8075 - val_acc: 0.6500
Epoch 10649/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9375 - val_loss: 1.8076 - val_acc: 0.6500
Epoch 10650/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9375 - val_loss: 1.8077 - val_acc: 0.6500
Epoch 10651/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9375 - val_loss: 1.8078 - val_acc: 0.6500
Epoch 10652/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1704 - acc: 0.9375 - val_loss: 1.8079 - val_acc: 0.6500
Epoch 10653/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1704 - acc: 0.9375 - val_loss: 1.8080 - val_acc: 0.6500
Epoch 10654/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1704 - acc: 0.9375 - val_loss: 1.8081 - val_acc: 0.6500
Epoch 10655/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1704 - acc: 0.9375 - val_loss: 1.8082 - val_acc: 0.6500
Epoch 10656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1703 - acc: 0.9375 - val_loss: 1.8084 - val_acc: 0.6500
Epoch 10657/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1703 - acc: 0.9375 - val_loss: 1.8084 - val_acc: 0.6500
Epoch 10658/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1703 - acc: 0.9375 - val_loss: 1.8086 - val_acc: 0.6500
Epoch 10659/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1703 - acc: 0.9375 - val_loss: 1.8086 - val_acc: 0.6500
Epoch 10660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8089 - val_acc: 0.6500
Epoch 10661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8088 - val_acc: 0.6500
Epoch 10662/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8091 - val_acc: 0.6500
Epoch 10663/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8090 - val_acc: 0.6500
Epoch 10664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8094 - val_acc: 0.6500
Epoch 10665/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8091 - val_acc: 0.6500
Epoch 10666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8098 - val_acc: 0.6500
Epoch 10667/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8092 - val_acc: 0.6444
Epoch 10668/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.8103 - val_acc: 0.6500
Epoch 10669/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1703 - acc: 0.9361 - val_loss: 1.8091 - val_acc: 0.6444
Epoch 10670/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9375 - val_loss: 1.8111 - val_acc: 0.6556
Epoch 10671/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1708 - acc: 0.9347 - val_loss: 1.8089 - val_acc: 0.6389
Epoch 10672/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1714 - acc: 0.9347 - val_loss: 1.8126 - val_acc: 0.6556
Epoch 10673/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1727 - acc: 0.9333 - val_loss: 1.8084 - val_acc: 0.6333
Epoch 10674/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1750 - acc: 0.9347 - val_loss: 1.8171 - val_acc: 0.6444
Epoch 10675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1808 - acc: 0.9222 - val_loss: 1.8081 - val_acc: 0.6389
Epoch 10676/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1917 - acc: 0.9194 - val_loss: 1.8452 - val_acc: 0.6389
Epoch 10677/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2290 - acc: 0.9069 - val_loss: 1.8029 - val_acc: 0.6389
Epoch 10678/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3419 - acc: 0.8500 - val_loss: 2.0974 - val_acc: 0.5833
Epoch 10679/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8264 - acc: 0.6917 - val_loss: 1.9326 - val_acc: 0.5500
Epoch 10680/15000
720/720 [==============================] - 0s 22us/step - loss: 1.2884 - acc: 0.6264 - val_loss: 1.7603 - val_acc: 0.6222
Epoch 10681/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4612 - acc: 0.8000 - val_loss: 2.2324 - val_acc: 0.5611
Epoch 10682/15000
720/720 [==============================] - 0s 0us/step - loss: 1.8770 - acc: 0.5750 - val_loss: 2.0501 - val_acc: 0.5833
Epoch 10683/15000
720/720 [==============================] - 0s 22us/step - loss: 1.4284 - acc: 0.6389 - val_loss: 1.8455 - val_acc: 0.5778
Epoch 10684/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8575 - acc: 0.6917 - val_loss: 1.7031 - val_acc: 0.5778
Epoch 10685/15000
720/720 [==============================] - 0s 22us/step - loss: 1.0956 - acc: 0.6569 - val_loss: 1.7534 - val_acc: 0.6222
Epoch 10686/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6157 - acc: 0.7625 - val_loss: 2.1445 - val_acc: 0.5500
Epoch 10687/15000
720/720 [==============================] - 0s 12us/step - loss: 0.9955 - acc: 0.6736 - val_loss: 1.8174 - val_acc: 0.6278
Epoch 10688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5672 - acc: 0.7778 - val_loss: 1.7533 - val_acc: 0.6222
Epoch 10689/15000
720/720 [==============================] - 0s 13us/step - loss: 0.8059 - acc: 0.7139 - val_loss: 1.5804 - val_acc: 0.6778
Epoch 10690/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4924 - acc: 0.8014 - val_loss: 1.7559 - val_acc: 0.6389
Epoch 10691/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6816 - acc: 0.7347 - val_loss: 1.5941 - val_acc: 0.6778
Epoch 10692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4258 - acc: 0.8111 - val_loss: 1.6148 - val_acc: 0.6500
Epoch 10693/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5089 - acc: 0.7833 - val_loss: 1.7358 - val_acc: 0.6111
Epoch 10694/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4610 - acc: 0.8125 - val_loss: 1.7845 - val_acc: 0.5833
Epoch 10695/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4658 - acc: 0.8083 - val_loss: 1.6424 - val_acc: 0.6444
Epoch 10696/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4213 - acc: 0.8153 - val_loss: 1.5773 - val_acc: 0.6667
Epoch 10697/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3321 - acc: 0.8556 - val_loss: 1.6456 - val_acc: 0.6333
Epoch 10698/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4142 - acc: 0.8097 - val_loss: 1.6427 - val_acc: 0.6333
Epoch 10699/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3926 - acc: 0.8306 - val_loss: 1.6529 - val_acc: 0.6500
Epoch 10700/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3058 - acc: 0.8556 - val_loss: 1.6916 - val_acc: 0.6389
Epoch 10701/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3491 - acc: 0.8458 - val_loss: 1.5595 - val_acc: 0.6444
Epoch 10702/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3451 - acc: 0.8333 - val_loss: 1.5697 - val_acc: 0.6278
Epoch 10703/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2959 - acc: 0.8625 - val_loss: 1.6123 - val_acc: 0.6500
Epoch 10704/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3255 - acc: 0.8542 - val_loss: 1.5839 - val_acc: 0.6556
Epoch 10705/15000
720/720 [==============================] - 0s 19us/step - loss: 0.3033 - acc: 0.8597 - val_loss: 1.5908 - val_acc: 0.6667
Epoch 10706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2647 - acc: 0.8778 - val_loss: 1.6212 - val_acc: 0.6667
Epoch 10707/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2799 - acc: 0.8736 - val_loss: 1.6095 - val_acc: 0.6500
Epoch 10708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2558 - acc: 0.8833 - val_loss: 1.6413 - val_acc: 0.6778
Epoch 10709/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2476 - acc: 0.8944 - val_loss: 1.6484 - val_acc: 0.6611
Epoch 10710/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2597 - acc: 0.8889 - val_loss: 1.6112 - val_acc: 0.6556
Epoch 10711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2476 - acc: 0.9014 - val_loss: 1.6005 - val_acc: 0.6778
Epoch 10712/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2384 - acc: 0.9028 - val_loss: 1.6576 - val_acc: 0.6444
Epoch 10713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2348 - acc: 0.9139 - val_loss: 1.6930 - val_acc: 0.6500
Epoch 10714/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2343 - acc: 0.9083 - val_loss: 1.6731 - val_acc: 0.6500
Epoch 10715/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2209 - acc: 0.9097 - val_loss: 1.6649 - val_acc: 0.6500
Epoch 10716/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2224 - acc: 0.9028 - val_loss: 1.6632 - val_acc: 0.6444
Epoch 10717/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2219 - acc: 0.9153 - val_loss: 1.6706 - val_acc: 0.6389
Epoch 10718/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2126 - acc: 0.9153 - val_loss: 1.6692 - val_acc: 0.6556
Epoch 10719/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2149 - acc: 0.9139 - val_loss: 1.6710 - val_acc: 0.6722
Epoch 10720/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2090 - acc: 0.9236 - val_loss: 1.6683 - val_acc: 0.6667
Epoch 10721/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2102 - acc: 0.9153 - val_loss: 1.6688 - val_acc: 0.6556
Epoch 10722/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2063 - acc: 0.9250 - val_loss: 1.6937 - val_acc: 0.6500
Epoch 10723/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2046 - acc: 0.9250 - val_loss: 1.7189 - val_acc: 0.6333
Epoch 10724/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2041 - acc: 0.9208 - val_loss: 1.7120 - val_acc: 0.6389
Epoch 10725/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2010 - acc: 0.9208 - val_loss: 1.6956 - val_acc: 0.6500
Epoch 10726/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1996 - acc: 0.9250 - val_loss: 1.7005 - val_acc: 0.6333
Epoch 10727/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2001 - acc: 0.9208 - val_loss: 1.7025 - val_acc: 0.6556
Epoch 10728/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1977 - acc: 0.9236 - val_loss: 1.6976 - val_acc: 0.6611
Epoch 10729/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1962 - acc: 0.9236 - val_loss: 1.6881 - val_acc: 0.6389
Epoch 10730/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1957 - acc: 0.9208 - val_loss: 1.6850 - val_acc: 0.6556
Epoch 10731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1958 - acc: 0.9236 - val_loss: 1.6950 - val_acc: 0.6556
Epoch 10732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1936 - acc: 0.9278 - val_loss: 1.6944 - val_acc: 0.6667
Epoch 10733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1926 - acc: 0.9250 - val_loss: 1.6863 - val_acc: 0.6556
Epoch 10734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1920 - acc: 0.9264 - val_loss: 1.6835 - val_acc: 0.6500
Epoch 10735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9264 - val_loss: 1.6842 - val_acc: 0.6611
Epoch 10736/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1906 - acc: 0.9306 - val_loss: 1.6942 - val_acc: 0.6611
Epoch 10737/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1900 - acc: 0.9306 - val_loss: 1.6907 - val_acc: 0.6611
Epoch 10738/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1895 - acc: 0.9333 - val_loss: 1.6782 - val_acc: 0.6556
Epoch 10739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1893 - acc: 0.9361 - val_loss: 1.6794 - val_acc: 0.6556
Epoch 10740/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1888 - acc: 0.9278 - val_loss: 1.6796 - val_acc: 0.6556
Epoch 10741/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1879 - acc: 0.9306 - val_loss: 1.6800 - val_acc: 0.6611
Epoch 10742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1876 - acc: 0.9347 - val_loss: 1.6831 - val_acc: 0.6500
Epoch 10743/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1874 - acc: 0.9292 - val_loss: 1.6838 - val_acc: 0.6611
Epoch 10744/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1872 - acc: 0.9347 - val_loss: 1.6899 - val_acc: 0.6556
Epoch 10745/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1866 - acc: 0.9306 - val_loss: 1.6922 - val_acc: 0.6611
Epoch 10746/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1862 - acc: 0.9333 - val_loss: 1.6927 - val_acc: 0.6611
Epoch 10747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9319 - val_loss: 1.6933 - val_acc: 0.6611
Epoch 10748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9319 - val_loss: 1.6894 - val_acc: 0.6611
Epoch 10749/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1858 - acc: 0.9306 - val_loss: 1.6933 - val_acc: 0.6611
Epoch 10750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.6974 - val_acc: 0.6556
Epoch 10751/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1852 - acc: 0.9306 - val_loss: 1.6948 - val_acc: 0.6611
Epoch 10752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9333 - val_loss: 1.6924 - val_acc: 0.6611
Epoch 10753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.6904 - val_acc: 0.6611
Epoch 10754/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1847 - acc: 0.9319 - val_loss: 1.6955 - val_acc: 0.6611
Epoch 10755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9319 - val_loss: 1.7004 - val_acc: 0.6611
Epoch 10756/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1842 - acc: 0.9347 - val_loss: 1.6995 - val_acc: 0.6611
Epoch 10757/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1841 - acc: 0.9347 - val_loss: 1.6992 - val_acc: 0.6556
Epoch 10758/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1840 - acc: 0.9319 - val_loss: 1.6982 - val_acc: 0.6611
Epoch 10759/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1837 - acc: 0.9319 - val_loss: 1.6997 - val_acc: 0.6611
Epoch 10760/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1836 - acc: 0.9306 - val_loss: 1.7010 - val_acc: 0.6611
Epoch 10761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1835 - acc: 0.9292 - val_loss: 1.7002 - val_acc: 0.6611
Epoch 10762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7029 - val_acc: 0.6556
Epoch 10763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1833 - acc: 0.9333 - val_loss: 1.7046 - val_acc: 0.6611
Epoch 10764/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1831 - acc: 0.9333 - val_loss: 1.7040 - val_acc: 0.6556
Epoch 10765/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7028 - val_acc: 0.6556
Epoch 10766/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1829 - acc: 0.9292 - val_loss: 1.7017 - val_acc: 0.6556
Epoch 10767/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7042 - val_acc: 0.6556
Epoch 10768/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7057 - val_acc: 0.6556
Epoch 10769/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7063 - val_acc: 0.6556
Epoch 10770/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7074 - val_acc: 0.6556
Epoch 10771/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7077 - val_acc: 0.6556
Epoch 10772/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1824 - acc: 0.9333 - val_loss: 1.7098 - val_acc: 0.6556
Epoch 10773/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1823 - acc: 0.9333 - val_loss: 1.7117 - val_acc: 0.6556
Epoch 10774/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1822 - acc: 0.9333 - val_loss: 1.7124 - val_acc: 0.6556
Epoch 10775/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1822 - acc: 0.9333 - val_loss: 1.7130 - val_acc: 0.6556
Epoch 10776/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7132 - val_acc: 0.6556
Epoch 10777/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1820 - acc: 0.9333 - val_loss: 1.7149 - val_acc: 0.6556
Epoch 10778/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1819 - acc: 0.9333 - val_loss: 1.7158 - val_acc: 0.6556
Epoch 10779/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1819 - acc: 0.9333 - val_loss: 1.7160 - val_acc: 0.6556
Epoch 10780/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1818 - acc: 0.9333 - val_loss: 1.7174 - val_acc: 0.6556
Epoch 10781/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1817 - acc: 0.9333 - val_loss: 1.7188 - val_acc: 0.6556
Epoch 10782/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1817 - acc: 0.9333 - val_loss: 1.7206 - val_acc: 0.6556
Epoch 10783/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1816 - acc: 0.9333 - val_loss: 1.7210 - val_acc: 0.6556
Epoch 10784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9333 - val_loss: 1.7208 - val_acc: 0.6556
Epoch 10785/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7219 - val_acc: 0.6556
Epoch 10786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1814 - acc: 0.9333 - val_loss: 1.7232 - val_acc: 0.6556
Epoch 10787/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1813 - acc: 0.9333 - val_loss: 1.7244 - val_acc: 0.6556
Epoch 10788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1813 - acc: 0.9333 - val_loss: 1.7246 - val_acc: 0.6556
Epoch 10789/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1812 - acc: 0.9333 - val_loss: 1.7250 - val_acc: 0.6556
Epoch 10790/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1812 - acc: 0.9333 - val_loss: 1.7263 - val_acc: 0.6556
Epoch 10791/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1811 - acc: 0.9333 - val_loss: 1.7271 - val_acc: 0.6556
Epoch 10792/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1810 - acc: 0.9333 - val_loss: 1.7280 - val_acc: 0.6556
Epoch 10793/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1810 - acc: 0.9333 - val_loss: 1.7286 - val_acc: 0.6556
Epoch 10794/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1809 - acc: 0.9333 - val_loss: 1.7293 - val_acc: 0.6556
Epoch 10795/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1809 - acc: 0.9333 - val_loss: 1.7301 - val_acc: 0.6556
Epoch 10796/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1808 - acc: 0.9333 - val_loss: 1.7306 - val_acc: 0.6556
Epoch 10797/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1807 - acc: 0.9333 - val_loss: 1.7314 - val_acc: 0.6556
Epoch 10798/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1807 - acc: 0.9333 - val_loss: 1.7321 - val_acc: 0.6556
Epoch 10799/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1806 - acc: 0.9333 - val_loss: 1.7328 - val_acc: 0.6556
Epoch 10800/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1806 - acc: 0.9333 - val_loss: 1.7336 - val_acc: 0.6556
Epoch 10801/15000
720/720 [==============================] - 0s 33us/step - loss: 0.1805 - acc: 0.9333 - val_loss: 1.7340 - val_acc: 0.6556
Epoch 10802/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1804 - acc: 0.9333 - val_loss: 1.7347 - val_acc: 0.6556
Epoch 10803/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1804 - acc: 0.9333 - val_loss: 1.7354 - val_acc: 0.6556
Epoch 10804/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1803 - acc: 0.9333 - val_loss: 1.7361 - val_acc: 0.6556
Epoch 10805/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1803 - acc: 0.9333 - val_loss: 1.7367 - val_acc: 0.6556
Epoch 10806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9333 - val_loss: 1.7369 - val_acc: 0.6556
Epoch 10807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9333 - val_loss: 1.7374 - val_acc: 0.6556
Epoch 10808/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1801 - acc: 0.9333 - val_loss: 1.7379 - val_acc: 0.6556
Epoch 10809/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1801 - acc: 0.9333 - val_loss: 1.7383 - val_acc: 0.6556
Epoch 10810/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1800 - acc: 0.9333 - val_loss: 1.7385 - val_acc: 0.6556
Epoch 10811/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1800 - acc: 0.9333 - val_loss: 1.7385 - val_acc: 0.6556
Epoch 10812/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1799 - acc: 0.9333 - val_loss: 1.7389 - val_acc: 0.6556
Epoch 10813/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1799 - acc: 0.9333 - val_loss: 1.7391 - val_acc: 0.6556
Epoch 10814/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1799 - acc: 0.9333 - val_loss: 1.7392 - val_acc: 0.6556
Epoch 10815/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1798 - acc: 0.9333 - val_loss: 1.7391 - val_acc: 0.6556
Epoch 10816/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1798 - acc: 0.9333 - val_loss: 1.7393 - val_acc: 0.6556
Epoch 10817/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1797 - acc: 0.9333 - val_loss: 1.7397 - val_acc: 0.6556
Epoch 10818/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1797 - acc: 0.9333 - val_loss: 1.7399 - val_acc: 0.6556
Epoch 10819/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1796 - acc: 0.9333 - val_loss: 1.7401 - val_acc: 0.6556
Epoch 10820/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1796 - acc: 0.9333 - val_loss: 1.7403 - val_acc: 0.6556
Epoch 10821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1796 - acc: 0.9333 - val_loss: 1.7406 - val_acc: 0.6556
Epoch 10822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1795 - acc: 0.9333 - val_loss: 1.7409 - val_acc: 0.6556
Epoch 10823/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1795 - acc: 0.9333 - val_loss: 1.7411 - val_acc: 0.6556
Epoch 10824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1794 - acc: 0.9333 - val_loss: 1.7414 - val_acc: 0.6556
Epoch 10825/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1794 - acc: 0.9333 - val_loss: 1.7416 - val_acc: 0.6556
Epoch 10826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1793 - acc: 0.9333 - val_loss: 1.7418 - val_acc: 0.6556
Epoch 10827/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1793 - acc: 0.9333 - val_loss: 1.7421 - val_acc: 0.6556
Epoch 10828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1793 - acc: 0.9333 - val_loss: 1.7423 - val_acc: 0.6556
Epoch 10829/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1792 - acc: 0.9333 - val_loss: 1.7425 - val_acc: 0.6556
Epoch 10830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1792 - acc: 0.9333 - val_loss: 1.7428 - val_acc: 0.6556
Epoch 10831/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1791 - acc: 0.9333 - val_loss: 1.7430 - val_acc: 0.6556
Epoch 10832/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1791 - acc: 0.9333 - val_loss: 1.7432 - val_acc: 0.6556
Epoch 10833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1790 - acc: 0.9333 - val_loss: 1.7434 - val_acc: 0.6556
Epoch 10834/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1790 - acc: 0.9333 - val_loss: 1.7436 - val_acc: 0.6556
Epoch 10835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1790 - acc: 0.9333 - val_loss: 1.7438 - val_acc: 0.6556
Epoch 10836/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1789 - acc: 0.9333 - val_loss: 1.7439 - val_acc: 0.6556
Epoch 10837/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1789 - acc: 0.9333 - val_loss: 1.7440 - val_acc: 0.6556
Epoch 10838/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1788 - acc: 0.9333 - val_loss: 1.7442 - val_acc: 0.6556
Epoch 10839/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1788 - acc: 0.9333 - val_loss: 1.7443 - val_acc: 0.6556
Epoch 10840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1788 - acc: 0.9333 - val_loss: 1.7445 - val_acc: 0.6556
Epoch 10841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9333 - val_loss: 1.7446 - val_acc: 0.6556
Epoch 10842/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1787 - acc: 0.9333 - val_loss: 1.7446 - val_acc: 0.6556
Epoch 10843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9333 - val_loss: 1.7448 - val_acc: 0.6556
Epoch 10844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9333 - val_loss: 1.7449 - val_acc: 0.6556
Epoch 10845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9333 - val_loss: 1.7449 - val_acc: 0.6556
Epoch 10846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9333 - val_loss: 1.7450 - val_acc: 0.6556
Epoch 10847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9333 - val_loss: 1.7451 - val_acc: 0.6556
Epoch 10848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9333 - val_loss: 1.7453 - val_acc: 0.6556
Epoch 10849/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1784 - acc: 0.9333 - val_loss: 1.7454 - val_acc: 0.6556
Epoch 10850/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1784 - acc: 0.9333 - val_loss: 1.7455 - val_acc: 0.6556
Epoch 10851/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9333 - val_loss: 1.7456 - val_acc: 0.6556
Epoch 10852/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1783 - acc: 0.9333 - val_loss: 1.7457 - val_acc: 0.6556
Epoch 10853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9333 - val_loss: 1.7458 - val_acc: 0.6556
Epoch 10854/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9333 - val_loss: 1.7458 - val_acc: 0.6556
Epoch 10855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9333 - val_loss: 1.7459 - val_acc: 0.6556
Epoch 10856/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1782 - acc: 0.9333 - val_loss: 1.7459 - val_acc: 0.6556
Epoch 10857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1781 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10858/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1781 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10859/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1780 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10860/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1780 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1780 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9333 - val_loss: 1.7460 - val_acc: 0.6556
Epoch 10863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9333 - val_loss: 1.7461 - val_acc: 0.6556
Epoch 10864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9333 - val_loss: 1.7462 - val_acc: 0.6556
Epoch 10865/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9333 - val_loss: 1.7464 - val_acc: 0.6556
Epoch 10866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9333 - val_loss: 1.7466 - val_acc: 0.6556
Epoch 10867/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1778 - acc: 0.9333 - val_loss: 1.7469 - val_acc: 0.6556
Epoch 10868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9333 - val_loss: 1.7471 - val_acc: 0.6556
Epoch 10869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9333 - val_loss: 1.7474 - val_acc: 0.6556
Epoch 10870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9333 - val_loss: 1.7477 - val_acc: 0.6556
Epoch 10871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1776 - acc: 0.9333 - val_loss: 1.7480 - val_acc: 0.6556
Epoch 10872/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1776 - acc: 0.9333 - val_loss: 1.7482 - val_acc: 0.6556
Epoch 10873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9333 - val_loss: 1.7485 - val_acc: 0.6556
Epoch 10874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9333 - val_loss: 1.7487 - val_acc: 0.6556
Epoch 10875/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1775 - acc: 0.9333 - val_loss: 1.7489 - val_acc: 0.6556
Epoch 10876/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1774 - acc: 0.9333 - val_loss: 1.7491 - val_acc: 0.6556
Epoch 10877/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1774 - acc: 0.9333 - val_loss: 1.7493 - val_acc: 0.6556
Epoch 10878/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1774 - acc: 0.9333 - val_loss: 1.7494 - val_acc: 0.6556
Epoch 10879/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1773 - acc: 0.9333 - val_loss: 1.7496 - val_acc: 0.6556
Epoch 10880/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1773 - acc: 0.9333 - val_loss: 1.7498 - val_acc: 0.6556
Epoch 10881/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1773 - acc: 0.9333 - val_loss: 1.7499 - val_acc: 0.6556
Epoch 10882/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1773 - acc: 0.9333 - val_loss: 1.7501 - val_acc: 0.6556
Epoch 10883/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1772 - acc: 0.9333 - val_loss: 1.7503 - val_acc: 0.6556
Epoch 10884/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9333 - val_loss: 1.7505 - val_acc: 0.6556
Epoch 10885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9333 - val_loss: 1.7507 - val_acc: 0.6556
Epoch 10886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9333 - val_loss: 1.7510 - val_acc: 0.6556
Epoch 10887/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9333 - val_loss: 1.7512 - val_acc: 0.6556
Epoch 10888/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1771 - acc: 0.9333 - val_loss: 1.7515 - val_acc: 0.6556
Epoch 10889/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1770 - acc: 0.9333 - val_loss: 1.7519 - val_acc: 0.6556
Epoch 10890/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1770 - acc: 0.9333 - val_loss: 1.7522 - val_acc: 0.6556
Epoch 10891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1770 - acc: 0.9333 - val_loss: 1.7525 - val_acc: 0.6556
Epoch 10892/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1769 - acc: 0.9333 - val_loss: 1.7528 - val_acc: 0.6556
Epoch 10893/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1769 - acc: 0.9333 - val_loss: 1.7531 - val_acc: 0.6556
Epoch 10894/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9333 - val_loss: 1.7533 - val_acc: 0.6556
Epoch 10895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1768 - acc: 0.9333 - val_loss: 1.7536 - val_acc: 0.6556
Epoch 10896/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1768 - acc: 0.9333 - val_loss: 1.7538 - val_acc: 0.6556
Epoch 10897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1768 - acc: 0.9333 - val_loss: 1.7541 - val_acc: 0.6556
Epoch 10898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1767 - acc: 0.9333 - val_loss: 1.7543 - val_acc: 0.6556
Epoch 10899/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1767 - acc: 0.9333 - val_loss: 1.7545 - val_acc: 0.6556
Epoch 10900/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1767 - acc: 0.9333 - val_loss: 1.7547 - val_acc: 0.6556
Epoch 10901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9333 - val_loss: 1.7550 - val_acc: 0.6556
Epoch 10902/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1766 - acc: 0.9333 - val_loss: 1.7552 - val_acc: 0.6556
Epoch 10903/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1766 - acc: 0.9333 - val_loss: 1.7555 - val_acc: 0.6556
Epoch 10904/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1765 - acc: 0.9333 - val_loss: 1.7558 - val_acc: 0.6556
Epoch 10905/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1765 - acc: 0.9333 - val_loss: 1.7561 - val_acc: 0.6556
Epoch 10906/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1765 - acc: 0.9333 - val_loss: 1.7564 - val_acc: 0.6556
Epoch 10907/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1764 - acc: 0.9333 - val_loss: 1.7568 - val_acc: 0.6556
Epoch 10908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1764 - acc: 0.9333 - val_loss: 1.7572 - val_acc: 0.6556
Epoch 10909/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1764 - acc: 0.9333 - val_loss: 1.7576 - val_acc: 0.6556
Epoch 10910/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1763 - acc: 0.9333 - val_loss: 1.7580 - val_acc: 0.6556
Epoch 10911/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1763 - acc: 0.9333 - val_loss: 1.7584 - val_acc: 0.6556
Epoch 10912/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1763 - acc: 0.9333 - val_loss: 1.7589 - val_acc: 0.6556
Epoch 10913/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9333 - val_loss: 1.7593 - val_acc: 0.6556
Epoch 10914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9333 - val_loss: 1.7598 - val_acc: 0.6556
Epoch 10915/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1762 - acc: 0.9333 - val_loss: 1.7602 - val_acc: 0.6556
Epoch 10916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1761 - acc: 0.9333 - val_loss: 1.7606 - val_acc: 0.6556
Epoch 10917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1761 - acc: 0.9333 - val_loss: 1.7610 - val_acc: 0.6556
Epoch 10918/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1760 - acc: 0.9333 - val_loss: 1.7614 - val_acc: 0.6556
Epoch 10919/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1760 - acc: 0.9333 - val_loss: 1.7618 - val_acc: 0.6556
Epoch 10920/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1760 - acc: 0.9333 - val_loss: 1.7621 - val_acc: 0.6556
Epoch 10921/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1759 - acc: 0.9333 - val_loss: 1.7624 - val_acc: 0.6556
Epoch 10922/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1759 - acc: 0.9333 - val_loss: 1.7627 - val_acc: 0.6556
Epoch 10923/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1758 - acc: 0.9333 - val_loss: 1.7629 - val_acc: 0.6556
Epoch 10924/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9333 - val_loss: 1.7631 - val_acc: 0.6556
Epoch 10925/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1758 - acc: 0.9333 - val_loss: 1.7632 - val_acc: 0.6556
Epoch 10926/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1757 - acc: 0.9333 - val_loss: 1.7634 - val_acc: 0.6556
Epoch 10927/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1757 - acc: 0.9333 - val_loss: 1.7635 - val_acc: 0.6556
Epoch 10928/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1757 - acc: 0.9333 - val_loss: 1.7637 - val_acc: 0.6556
Epoch 10929/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1756 - acc: 0.9333 - val_loss: 1.7639 - val_acc: 0.6556
Epoch 10930/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1756 - acc: 0.9333 - val_loss: 1.7641 - val_acc: 0.6556
Epoch 10931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1756 - acc: 0.9333 - val_loss: 1.7643 - val_acc: 0.6556
Epoch 10932/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7645 - val_acc: 0.6556
Epoch 10933/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7648 - val_acc: 0.6556
Epoch 10934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7650 - val_acc: 0.6556
Epoch 10935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.7653 - val_acc: 0.6556
Epoch 10936/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1754 - acc: 0.9333 - val_loss: 1.7655 - val_acc: 0.6556
Epoch 10937/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1754 - acc: 0.9333 - val_loss: 1.7658 - val_acc: 0.6556
Epoch 10938/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1754 - acc: 0.9333 - val_loss: 1.7661 - val_acc: 0.6556
Epoch 10939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9333 - val_loss: 1.7663 - val_acc: 0.6556
Epoch 10940/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1753 - acc: 0.9333 - val_loss: 1.7666 - val_acc: 0.6556
Epoch 10941/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1753 - acc: 0.9333 - val_loss: 1.7668 - val_acc: 0.6556
Epoch 10942/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7671 - val_acc: 0.6556
Epoch 10943/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7673 - val_acc: 0.6556
Epoch 10944/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7676 - val_acc: 0.6556
Epoch 10945/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1752 - acc: 0.9333 - val_loss: 1.7678 - val_acc: 0.6556
Epoch 10946/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7680 - val_acc: 0.6556
Epoch 10947/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7683 - val_acc: 0.6556
Epoch 10948/15000
720/720 [==============================] - 0s 31us/step - loss: 0.1751 - acc: 0.9333 - val_loss: 1.7685 - val_acc: 0.6556
Epoch 10949/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9333 - val_loss: 1.7688 - val_acc: 0.6556
Epoch 10950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9333 - val_loss: 1.7691 - val_acc: 0.6556
Epoch 10951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9347 - val_loss: 1.7695 - val_acc: 0.6556
Epoch 10952/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9347 - val_loss: 1.7701 - val_acc: 0.6556
Epoch 10953/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9347 - val_loss: 1.7710 - val_acc: 0.6556
Epoch 10954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9361 - val_loss: 1.7723 - val_acc: 0.6556
Epoch 10955/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1745 - acc: 0.9361 - val_loss: 1.7737 - val_acc: 0.6556
Epoch 10956/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7749 - val_acc: 0.6556
Epoch 10957/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7757 - val_acc: 0.6556
Epoch 10958/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7762 - val_acc: 0.6556
Epoch 10959/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7765 - val_acc: 0.6556
Epoch 10960/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7766 - val_acc: 0.6556
Epoch 10961/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1744 - acc: 0.9361 - val_loss: 1.7765 - val_acc: 0.6556
Epoch 10962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9361 - val_loss: 1.7764 - val_acc: 0.6556
Epoch 10963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9361 - val_loss: 1.7762 - val_acc: 0.6556
Epoch 10964/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1742 - acc: 0.9361 - val_loss: 1.7761 - val_acc: 0.6556
Epoch 10965/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1742 - acc: 0.9361 - val_loss: 1.7757 - val_acc: 0.6556
Epoch 10966/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7757 - val_acc: 0.6556
Epoch 10967/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1741 - acc: 0.9347 - val_loss: 1.7752 - val_acc: 0.6556
Epoch 10968/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7756 - val_acc: 0.6556
Epoch 10969/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1741 - acc: 0.9347 - val_loss: 1.7751 - val_acc: 0.6556
Epoch 10970/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7761 - val_acc: 0.6556
Epoch 10971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7754 - val_acc: 0.6556
Epoch 10972/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7768 - val_acc: 0.6500
Epoch 10973/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7758 - val_acc: 0.6556
Epoch 10974/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9361 - val_loss: 1.7774 - val_acc: 0.6500
Epoch 10975/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9375 - val_loss: 1.7758 - val_acc: 0.6556
Epoch 10976/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9347 - val_loss: 1.7768 - val_acc: 0.6444
Epoch 10977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1768 - acc: 0.9361 - val_loss: 1.7755 - val_acc: 0.6500
Epoch 10978/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9306 - val_loss: 1.7737 - val_acc: 0.6444
Epoch 10979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1866 - acc: 0.9333 - val_loss: 1.7819 - val_acc: 0.6500
Epoch 10980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2077 - acc: 0.9097 - val_loss: 1.7673 - val_acc: 0.6444
Epoch 10981/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2556 - acc: 0.8833 - val_loss: 1.9147 - val_acc: 0.6167
Epoch 10982/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4845 - acc: 0.7764 - val_loss: 1.8083 - val_acc: 0.5833
Epoch 10983/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0916 - acc: 0.6458 - val_loss: 1.8047 - val_acc: 0.6611
Epoch 10984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2976 - acc: 0.8722 - val_loss: 2.0282 - val_acc: 0.5722
Epoch 10985/15000
720/720 [==============================] - 0s 13us/step - loss: 0.6167 - acc: 0.7458 - val_loss: 1.7582 - val_acc: 0.5778
Epoch 10986/15000
720/720 [==============================] - 0s 24us/step - loss: 1.2929 - acc: 0.6167 - val_loss: 1.6417 - val_acc: 0.6056
Epoch 10987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7383 - acc: 0.7167 - val_loss: 1.9582 - val_acc: 0.5667
Epoch 10988/15000
720/720 [==============================] - 0s 12us/step - loss: 1.3054 - acc: 0.6250 - val_loss: 1.9201 - val_acc: 0.6167
Epoch 10989/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7703 - acc: 0.7097 - val_loss: 1.6133 - val_acc: 0.6000
Epoch 10990/15000
720/720 [==============================] - 0s 12us/step - loss: 0.8502 - acc: 0.6833 - val_loss: 1.5581 - val_acc: 0.5722
Epoch 10991/15000
720/720 [==============================] - 0s 15us/step - loss: 0.9678 - acc: 0.6667 - val_loss: 1.7265 - val_acc: 0.5833
Epoch 10992/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6756 - acc: 0.7292 - val_loss: 1.7887 - val_acc: 0.6167
Epoch 10993/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7606 - acc: 0.7139 - val_loss: 1.7183 - val_acc: 0.5889
Epoch 10994/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7718 - acc: 0.7097 - val_loss: 1.7179 - val_acc: 0.6111
Epoch 10995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6440 - acc: 0.7431 - val_loss: 1.5240 - val_acc: 0.6389
Epoch 10996/15000
720/720 [==============================] - 0s 1us/step - loss: 0.6596 - acc: 0.7361 - val_loss: 1.4843 - val_acc: 0.6667
Epoch 10997/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6103 - acc: 0.7486 - val_loss: 1.7342 - val_acc: 0.6056
Epoch 10998/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5404 - acc: 0.7764 - val_loss: 1.8285 - val_acc: 0.5778
Epoch 10999/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5369 - acc: 0.7722 - val_loss: 1.7266 - val_acc: 0.6333
Epoch 11000/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3930 - acc: 0.8250 - val_loss: 1.7573 - val_acc: 0.6333
Epoch 11001/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5432 - acc: 0.7611 - val_loss: 1.6913 - val_acc: 0.6667
Epoch 11002/15000
720/720 [==============================] - 0s 32us/step - loss: 0.3764 - acc: 0.8292 - val_loss: 1.7534 - val_acc: 0.6222
Epoch 11003/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4181 - acc: 0.8153 - val_loss: 1.7292 - val_acc: 0.5944
Epoch 11004/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3958 - acc: 0.8292 - val_loss: 1.6991 - val_acc: 0.6278
Epoch 11005/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3562 - acc: 0.8403 - val_loss: 1.7247 - val_acc: 0.6389
Epoch 11006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3602 - acc: 0.8444 - val_loss: 1.6711 - val_acc: 0.6556
Epoch 11007/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3328 - acc: 0.8486 - val_loss: 1.6134 - val_acc: 0.6278
Epoch 11008/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3097 - acc: 0.8653 - val_loss: 1.6483 - val_acc: 0.6222
Epoch 11009/15000
720/720 [==============================] - 0s 20us/step - loss: 0.3461 - acc: 0.8389 - val_loss: 1.6555 - val_acc: 0.6278
Epoch 11010/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2948 - acc: 0.8694 - val_loss: 1.6801 - val_acc: 0.6000
Epoch 11011/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2970 - acc: 0.8681 - val_loss: 1.6588 - val_acc: 0.6167
Epoch 11012/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2944 - acc: 0.8611 - val_loss: 1.6150 - val_acc: 0.6389
Epoch 11013/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3000 - acc: 0.8653 - val_loss: 1.6368 - val_acc: 0.6278
Epoch 11014/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2581 - acc: 0.8972 - val_loss: 1.6511 - val_acc: 0.6222
Epoch 11015/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2741 - acc: 0.8819 - val_loss: 1.5960 - val_acc: 0.6722
Epoch 11016/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2614 - acc: 0.8792 - val_loss: 1.6006 - val_acc: 0.6333
Epoch 11017/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2585 - acc: 0.8792 - val_loss: 1.6212 - val_acc: 0.6167
Epoch 11018/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2423 - acc: 0.8931 - val_loss: 1.6412 - val_acc: 0.6500
Epoch 11019/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2411 - acc: 0.9014 - val_loss: 1.6276 - val_acc: 0.6389
Epoch 11020/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2469 - acc: 0.9014 - val_loss: 1.6068 - val_acc: 0.6667
Epoch 11021/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2314 - acc: 0.9139 - val_loss: 1.6144 - val_acc: 0.6500
Epoch 11022/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2320 - acc: 0.9097 - val_loss: 1.6277 - val_acc: 0.6556
Epoch 11023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2306 - acc: 0.9125 - val_loss: 1.6113 - val_acc: 0.6611
Epoch 11024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2289 - acc: 0.9139 - val_loss: 1.6514 - val_acc: 0.6556
Epoch 11025/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2162 - acc: 0.9236 - val_loss: 1.6757 - val_acc: 0.6444
Epoch 11026/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2282 - acc: 0.9083 - val_loss: 1.6728 - val_acc: 0.6556
Epoch 11027/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2185 - acc: 0.9139 - val_loss: 1.6722 - val_acc: 0.6556
Epoch 11028/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2132 - acc: 0.9153 - val_loss: 1.6776 - val_acc: 0.6444
Epoch 11029/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2172 - acc: 0.9111 - val_loss: 1.6643 - val_acc: 0.6444
Epoch 11030/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2106 - acc: 0.9208 - val_loss: 1.6593 - val_acc: 0.6722
Epoch 11031/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2111 - acc: 0.9181 - val_loss: 1.6803 - val_acc: 0.6444
Epoch 11032/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2089 - acc: 0.9167 - val_loss: 1.6705 - val_acc: 0.6500
Epoch 11033/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2077 - acc: 0.9167 - val_loss: 1.6529 - val_acc: 0.6500
Epoch 11034/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2085 - acc: 0.9153 - val_loss: 1.6663 - val_acc: 0.6389
Epoch 11035/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2023 - acc: 0.9208 - val_loss: 1.6894 - val_acc: 0.6444
Epoch 11036/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2057 - acc: 0.9194 - val_loss: 1.6847 - val_acc: 0.6500
Epoch 11037/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2020 - acc: 0.9181 - val_loss: 1.6789 - val_acc: 0.6500
Epoch 11038/15000
720/720 [==============================] - 0s 30us/step - loss: 0.2035 - acc: 0.9250 - val_loss: 1.6907 - val_acc: 0.6500
Epoch 11039/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1991 - acc: 0.9278 - val_loss: 1.7000 - val_acc: 0.6556
Epoch 11040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1994 - acc: 0.9292 - val_loss: 1.6934 - val_acc: 0.6611
Epoch 11041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2000 - acc: 0.9236 - val_loss: 1.6902 - val_acc: 0.6500
Epoch 11042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1969 - acc: 0.9264 - val_loss: 1.6938 - val_acc: 0.6389
Epoch 11043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1989 - acc: 0.9278 - val_loss: 1.6914 - val_acc: 0.6500
Epoch 11044/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1956 - acc: 0.9264 - val_loss: 1.6932 - val_acc: 0.6500
Epoch 11045/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1962 - acc: 0.9264 - val_loss: 1.7004 - val_acc: 0.6444
Epoch 11046/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1957 - acc: 0.9306 - val_loss: 1.6975 - val_acc: 0.6500
Epoch 11047/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1947 - acc: 0.9278 - val_loss: 1.6972 - val_acc: 0.6500
Epoch 11048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1943 - acc: 0.9250 - val_loss: 1.7081 - val_acc: 0.6556
Epoch 11049/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1937 - acc: 0.9278 - val_loss: 1.7106 - val_acc: 0.6500
Epoch 11050/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1935 - acc: 0.9250 - val_loss: 1.7022 - val_acc: 0.6500
Epoch 11051/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1927 - acc: 0.9264 - val_loss: 1.7010 - val_acc: 0.6556
Epoch 11052/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9278 - val_loss: 1.7072 - val_acc: 0.6667
Epoch 11053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9250 - val_loss: 1.7062 - val_acc: 0.6722
Epoch 11054/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1912 - acc: 0.9292 - val_loss: 1.7018 - val_acc: 0.6611
Epoch 11055/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1913 - acc: 0.9264 - val_loss: 1.7049 - val_acc: 0.6611
Epoch 11056/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1904 - acc: 0.9306 - val_loss: 1.7091 - val_acc: 0.6556
Epoch 11057/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1905 - acc: 0.9278 - val_loss: 1.7085 - val_acc: 0.6556
Epoch 11058/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1902 - acc: 0.9222 - val_loss: 1.7107 - val_acc: 0.6556
Epoch 11059/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1898 - acc: 0.9306 - val_loss: 1.7144 - val_acc: 0.6556
Epoch 11060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1899 - acc: 0.9306 - val_loss: 1.7118 - val_acc: 0.6556
Epoch 11061/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1893 - acc: 0.9278 - val_loss: 1.7077 - val_acc: 0.6556
Epoch 11062/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1894 - acc: 0.9250 - val_loss: 1.7082 - val_acc: 0.6556
Epoch 11063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1889 - acc: 0.9264 - val_loss: 1.7096 - val_acc: 0.6556
Epoch 11064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1888 - acc: 0.9306 - val_loss: 1.7093 - val_acc: 0.6556
Epoch 11065/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1886 - acc: 0.9306 - val_loss: 1.7104 - val_acc: 0.6556
Epoch 11066/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1884 - acc: 0.9292 - val_loss: 1.7109 - val_acc: 0.6556
Epoch 11067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9306 - val_loss: 1.7087 - val_acc: 0.6556
Epoch 11068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1880 - acc: 0.9292 - val_loss: 1.7092 - val_acc: 0.6556
Epoch 11069/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9278 - val_loss: 1.7126 - val_acc: 0.6556
Epoch 11070/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1877 - acc: 0.9306 - val_loss: 1.7119 - val_acc: 0.6556
Epoch 11071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1875 - acc: 0.9292 - val_loss: 1.7097 - val_acc: 0.6556
Epoch 11072/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1873 - acc: 0.9278 - val_loss: 1.7117 - val_acc: 0.6556
Epoch 11073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1871 - acc: 0.9306 - val_loss: 1.7148 - val_acc: 0.6556
Epoch 11074/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1871 - acc: 0.9319 - val_loss: 1.7137 - val_acc: 0.6556
Epoch 11075/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9292 - val_loss: 1.7119 - val_acc: 0.6556
Epoch 11076/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1868 - acc: 0.9278 - val_loss: 1.7130 - val_acc: 0.6556
Epoch 11077/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1867 - acc: 0.9278 - val_loss: 1.7141 - val_acc: 0.6667
Epoch 11078/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1865 - acc: 0.9278 - val_loss: 1.7137 - val_acc: 0.6667
Epoch 11079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1865 - acc: 0.9319 - val_loss: 1.7138 - val_acc: 0.6667
Epoch 11080/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1863 - acc: 0.9306 - val_loss: 1.7136 - val_acc: 0.6667
Epoch 11081/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1862 - acc: 0.9292 - val_loss: 1.7129 - val_acc: 0.6667
Epoch 11082/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1861 - acc: 0.9292 - val_loss: 1.7134 - val_acc: 0.6667
Epoch 11083/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1860 - acc: 0.9292 - val_loss: 1.7139 - val_acc: 0.6667
Epoch 11084/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1859 - acc: 0.9292 - val_loss: 1.7128 - val_acc: 0.6667
Epoch 11085/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1858 - acc: 0.9306 - val_loss: 1.7122 - val_acc: 0.6667
Epoch 11086/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1857 - acc: 0.9306 - val_loss: 1.7135 - val_acc: 0.6667
Epoch 11087/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1856 - acc: 0.9292 - val_loss: 1.7140 - val_acc: 0.6667
Epoch 11088/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9292 - val_loss: 1.7134 - val_acc: 0.6667
Epoch 11089/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1854 - acc: 0.9306 - val_loss: 1.7146 - val_acc: 0.6667
Epoch 11090/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1853 - acc: 0.9306 - val_loss: 1.7168 - val_acc: 0.6667
Epoch 11091/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1852 - acc: 0.9292 - val_loss: 1.7177 - val_acc: 0.6667
Epoch 11092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1851 - acc: 0.9306 - val_loss: 1.7183 - val_acc: 0.6667
Epoch 11093/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1851 - acc: 0.9306 - val_loss: 1.7192 - val_acc: 0.6667
Epoch 11094/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1850 - acc: 0.9306 - val_loss: 1.7198 - val_acc: 0.6667
Epoch 11095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9306 - val_loss: 1.7202 - val_acc: 0.6667
Epoch 11096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1848 - acc: 0.9306 - val_loss: 1.7217 - val_acc: 0.6667
Epoch 11097/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1847 - acc: 0.9306 - val_loss: 1.7232 - val_acc: 0.6667
Epoch 11098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1846 - acc: 0.9306 - val_loss: 1.7239 - val_acc: 0.6667
Epoch 11099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1845 - acc: 0.9306 - val_loss: 1.7246 - val_acc: 0.6556
Epoch 11100/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1845 - acc: 0.9306 - val_loss: 1.7257 - val_acc: 0.6556
Epoch 11101/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9306 - val_loss: 1.7265 - val_acc: 0.6500
Epoch 11102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1843 - acc: 0.9306 - val_loss: 1.7271 - val_acc: 0.6500
Epoch 11103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1842 - acc: 0.9306 - val_loss: 1.7280 - val_acc: 0.6500
Epoch 11104/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1841 - acc: 0.9306 - val_loss: 1.7286 - val_acc: 0.6500
Epoch 11105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1840 - acc: 0.9306 - val_loss: 1.7292 - val_acc: 0.6500
Epoch 11106/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1840 - acc: 0.9306 - val_loss: 1.7304 - val_acc: 0.6500
Epoch 11107/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1839 - acc: 0.9306 - val_loss: 1.7314 - val_acc: 0.6500
Epoch 11108/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1838 - acc: 0.9306 - val_loss: 1.7317 - val_acc: 0.6500
Epoch 11109/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1837 - acc: 0.9306 - val_loss: 1.7322 - val_acc: 0.6500
Epoch 11110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7334 - val_acc: 0.6500
Epoch 11111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1836 - acc: 0.9319 - val_loss: 1.7342 - val_acc: 0.6500
Epoch 11112/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1835 - acc: 0.9319 - val_loss: 1.7344 - val_acc: 0.6500
Epoch 11113/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7348 - val_acc: 0.6500
Epoch 11114/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7356 - val_acc: 0.6500
Epoch 11115/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1833 - acc: 0.9319 - val_loss: 1.7362 - val_acc: 0.6500
Epoch 11116/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1832 - acc: 0.9319 - val_loss: 1.7369 - val_acc: 0.6500
Epoch 11117/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1832 - acc: 0.9319 - val_loss: 1.7375 - val_acc: 0.6500
Epoch 11118/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1831 - acc: 0.9319 - val_loss: 1.7379 - val_acc: 0.6500
Epoch 11119/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7383 - val_acc: 0.6500
Epoch 11120/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1830 - acc: 0.9319 - val_loss: 1.7389 - val_acc: 0.6500
Epoch 11121/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.7392 - val_acc: 0.6500
Epoch 11122/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.7394 - val_acc: 0.6500
Epoch 11123/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7398 - val_acc: 0.6500
Epoch 11124/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1828 - acc: 0.9319 - val_loss: 1.7402 - val_acc: 0.6500
Epoch 11125/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7402 - val_acc: 0.6500
Epoch 11126/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1827 - acc: 0.9319 - val_loss: 1.7404 - val_acc: 0.6500
Epoch 11127/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1826 - acc: 0.9319 - val_loss: 1.7406 - val_acc: 0.6500
Epoch 11128/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7407 - val_acc: 0.6500
Epoch 11129/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7408 - val_acc: 0.6500
Epoch 11130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1825 - acc: 0.9319 - val_loss: 1.7409 - val_acc: 0.6500
Epoch 11131/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1824 - acc: 0.9319 - val_loss: 1.7411 - val_acc: 0.6500
Epoch 11132/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1824 - acc: 0.9319 - val_loss: 1.7411 - val_acc: 0.6500
Epoch 11133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7412 - val_acc: 0.6500
Epoch 11134/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1823 - acc: 0.9319 - val_loss: 1.7414 - val_acc: 0.6500
Epoch 11135/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7414 - val_acc: 0.6500
Epoch 11136/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1822 - acc: 0.9319 - val_loss: 1.7416 - val_acc: 0.6500
Epoch 11137/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7417 - val_acc: 0.6500
Epoch 11138/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7419 - val_acc: 0.6500
Epoch 11139/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7420 - val_acc: 0.6500
Epoch 11140/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7422 - val_acc: 0.6500
Epoch 11141/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.7424 - val_acc: 0.6500
Epoch 11142/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7425 - val_acc: 0.6500
Epoch 11143/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1819 - acc: 0.9319 - val_loss: 1.7428 - val_acc: 0.6500
Epoch 11144/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1818 - acc: 0.9306 - val_loss: 1.7430 - val_acc: 0.6500
Epoch 11145/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1818 - acc: 0.9306 - val_loss: 1.7431 - val_acc: 0.6500
Epoch 11146/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1818 - acc: 0.9306 - val_loss: 1.7433 - val_acc: 0.6500
Epoch 11147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1817 - acc: 0.9306 - val_loss: 1.7436 - val_acc: 0.6500
Epoch 11148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1817 - acc: 0.9306 - val_loss: 1.7439 - val_acc: 0.6500
Epoch 11149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1816 - acc: 0.9306 - val_loss: 1.7441 - val_acc: 0.6500
Epoch 11150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1816 - acc: 0.9306 - val_loss: 1.7443 - val_acc: 0.6500
Epoch 11151/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1816 - acc: 0.9306 - val_loss: 1.7445 - val_acc: 0.6500
Epoch 11152/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9306 - val_loss: 1.7448 - val_acc: 0.6444
Epoch 11153/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1815 - acc: 0.9306 - val_loss: 1.7450 - val_acc: 0.6444
Epoch 11154/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1814 - acc: 0.9306 - val_loss: 1.7453 - val_acc: 0.6444
Epoch 11155/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1814 - acc: 0.9306 - val_loss: 1.7455 - val_acc: 0.6444
Epoch 11156/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1814 - acc: 0.9306 - val_loss: 1.7457 - val_acc: 0.6444
Epoch 11157/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1813 - acc: 0.9306 - val_loss: 1.7459 - val_acc: 0.6444
Epoch 11158/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1813 - acc: 0.9306 - val_loss: 1.7461 - val_acc: 0.6444
Epoch 11159/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1812 - acc: 0.9306 - val_loss: 1.7463 - val_acc: 0.6444
Epoch 11160/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1812 - acc: 0.9306 - val_loss: 1.7465 - val_acc: 0.6444
Epoch 11161/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1812 - acc: 0.9306 - val_loss: 1.7467 - val_acc: 0.6444
Epoch 11162/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1811 - acc: 0.9306 - val_loss: 1.7469 - val_acc: 0.6444
Epoch 11163/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1811 - acc: 0.9306 - val_loss: 1.7471 - val_acc: 0.6444
Epoch 11164/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1811 - acc: 0.9306 - val_loss: 1.7473 - val_acc: 0.6444
Epoch 11165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1810 - acc: 0.9306 - val_loss: 1.7475 - val_acc: 0.6444
Epoch 11166/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1810 - acc: 0.9306 - val_loss: 1.7476 - val_acc: 0.6444
Epoch 11167/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1810 - acc: 0.9306 - val_loss: 1.7478 - val_acc: 0.6444
Epoch 11168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9306 - val_loss: 1.7479 - val_acc: 0.6444
Epoch 11169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1809 - acc: 0.9306 - val_loss: 1.7481 - val_acc: 0.6444
Epoch 11170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1808 - acc: 0.9306 - val_loss: 1.7483 - val_acc: 0.6444
Epoch 11171/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1808 - acc: 0.9306 - val_loss: 1.7484 - val_acc: 0.6444
Epoch 11172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1808 - acc: 0.9306 - val_loss: 1.7486 - val_acc: 0.6444
Epoch 11173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1807 - acc: 0.9306 - val_loss: 1.7487 - val_acc: 0.6444
Epoch 11174/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1807 - acc: 0.9306 - val_loss: 1.7489 - val_acc: 0.6444
Epoch 11175/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1807 - acc: 0.9306 - val_loss: 1.7491 - val_acc: 0.6444
Epoch 11176/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1806 - acc: 0.9306 - val_loss: 1.7493 - val_acc: 0.6444
Epoch 11177/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1806 - acc: 0.9306 - val_loss: 1.7494 - val_acc: 0.6444
Epoch 11178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1806 - acc: 0.9306 - val_loss: 1.7496 - val_acc: 0.6444
Epoch 11179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1805 - acc: 0.9306 - val_loss: 1.7498 - val_acc: 0.6444
Epoch 11180/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1805 - acc: 0.9306 - val_loss: 1.7500 - val_acc: 0.6444
Epoch 11181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1805 - acc: 0.9306 - val_loss: 1.7501 - val_acc: 0.6444
Epoch 11182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9306 - val_loss: 1.7503 - val_acc: 0.6444
Epoch 11183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9306 - val_loss: 1.7505 - val_acc: 0.6444
Epoch 11184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9306 - val_loss: 1.7507 - val_acc: 0.6444
Epoch 11185/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1803 - acc: 0.9306 - val_loss: 1.7508 - val_acc: 0.6444
Epoch 11186/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1803 - acc: 0.9306 - val_loss: 1.7510 - val_acc: 0.6444
Epoch 11187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1802 - acc: 0.9306 - val_loss: 1.7512 - val_acc: 0.6444
Epoch 11188/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1802 - acc: 0.9306 - val_loss: 1.7514 - val_acc: 0.6444
Epoch 11189/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1802 - acc: 0.9306 - val_loss: 1.7516 - val_acc: 0.6444
Epoch 11190/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9306 - val_loss: 1.7517 - val_acc: 0.6444
Epoch 11191/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9306 - val_loss: 1.7519 - val_acc: 0.6444
Epoch 11192/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9306 - val_loss: 1.7521 - val_acc: 0.6444
Epoch 11193/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1800 - acc: 0.9306 - val_loss: 1.7523 - val_acc: 0.6444
Epoch 11194/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1800 - acc: 0.9306 - val_loss: 1.7524 - val_acc: 0.6444
Epoch 11195/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1800 - acc: 0.9306 - val_loss: 1.7526 - val_acc: 0.6444
Epoch 11196/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1799 - acc: 0.9306 - val_loss: 1.7528 - val_acc: 0.6444
Epoch 11197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1799 - acc: 0.9306 - val_loss: 1.7530 - val_acc: 0.6444
Epoch 11198/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1799 - acc: 0.9306 - val_loss: 1.7532 - val_acc: 0.6444
Epoch 11199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1798 - acc: 0.9306 - val_loss: 1.7533 - val_acc: 0.6444
Epoch 11200/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1798 - acc: 0.9306 - val_loss: 1.7535 - val_acc: 0.6444
Epoch 11201/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1798 - acc: 0.9306 - val_loss: 1.7537 - val_acc: 0.6444
Epoch 11202/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1798 - acc: 0.9306 - val_loss: 1.7539 - val_acc: 0.6444
Epoch 11203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1797 - acc: 0.9306 - val_loss: 1.7541 - val_acc: 0.6444
Epoch 11204/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1797 - acc: 0.9306 - val_loss: 1.7543 - val_acc: 0.6444
Epoch 11205/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1797 - acc: 0.9306 - val_loss: 1.7544 - val_acc: 0.6444
Epoch 11206/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1796 - acc: 0.9306 - val_loss: 1.7546 - val_acc: 0.6444
Epoch 11207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1796 - acc: 0.9306 - val_loss: 1.7548 - val_acc: 0.6444
Epoch 11208/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1796 - acc: 0.9306 - val_loss: 1.7550 - val_acc: 0.6444
Epoch 11209/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1795 - acc: 0.9306 - val_loss: 1.7552 - val_acc: 0.6444
Epoch 11210/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1795 - acc: 0.9306 - val_loss: 1.7554 - val_acc: 0.6444
Epoch 11211/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1795 - acc: 0.9306 - val_loss: 1.7556 - val_acc: 0.6444
Epoch 11212/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1794 - acc: 0.9306 - val_loss: 1.7558 - val_acc: 0.6444
Epoch 11213/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1794 - acc: 0.9306 - val_loss: 1.7561 - val_acc: 0.6444
Epoch 11214/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1794 - acc: 0.9306 - val_loss: 1.7563 - val_acc: 0.6444
Epoch 11215/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1793 - acc: 0.9306 - val_loss: 1.7565 - val_acc: 0.6444
Epoch 11216/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1793 - acc: 0.9306 - val_loss: 1.7567 - val_acc: 0.6444
Epoch 11217/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1793 - acc: 0.9306 - val_loss: 1.7569 - val_acc: 0.6444
Epoch 11218/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1792 - acc: 0.9306 - val_loss: 1.7572 - val_acc: 0.6444
Epoch 11219/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1792 - acc: 0.9306 - val_loss: 1.7574 - val_acc: 0.6444
Epoch 11220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1792 - acc: 0.9306 - val_loss: 1.7577 - val_acc: 0.6444
Epoch 11221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1791 - acc: 0.9306 - val_loss: 1.7579 - val_acc: 0.6444
Epoch 11222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1791 - acc: 0.9306 - val_loss: 1.7582 - val_acc: 0.6444
Epoch 11223/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1791 - acc: 0.9306 - val_loss: 1.7584 - val_acc: 0.6444
Epoch 11224/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1790 - acc: 0.9306 - val_loss: 1.7587 - val_acc: 0.6444
Epoch 11225/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1790 - acc: 0.9306 - val_loss: 1.7590 - val_acc: 0.6444
Epoch 11226/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1790 - acc: 0.9306 - val_loss: 1.7592 - val_acc: 0.6444
Epoch 11227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1789 - acc: 0.9306 - val_loss: 1.7594 - val_acc: 0.6444
Epoch 11228/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1789 - acc: 0.9306 - val_loss: 1.7596 - val_acc: 0.6444
Epoch 11229/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1788 - acc: 0.9306 - val_loss: 1.7598 - val_acc: 0.6444
Epoch 11230/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1788 - acc: 0.9306 - val_loss: 1.7599 - val_acc: 0.6444
Epoch 11231/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1787 - acc: 0.9306 - val_loss: 1.7600 - val_acc: 0.6444
Epoch 11232/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1787 - acc: 0.9306 - val_loss: 1.7602 - val_acc: 0.6444
Epoch 11233/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1787 - acc: 0.9306 - val_loss: 1.7603 - val_acc: 0.6444
Epoch 11234/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1786 - acc: 0.9306 - val_loss: 1.7605 - val_acc: 0.6444
Epoch 11235/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1786 - acc: 0.9306 - val_loss: 1.7606 - val_acc: 0.6444
Epoch 11236/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1786 - acc: 0.9306 - val_loss: 1.7607 - val_acc: 0.6444
Epoch 11237/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1785 - acc: 0.9306 - val_loss: 1.7608 - val_acc: 0.6444
Epoch 11238/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9306 - val_loss: 1.7609 - val_acc: 0.6444
Epoch 11239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9306 - val_loss: 1.7610 - val_acc: 0.6444
Epoch 11240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1785 - acc: 0.9306 - val_loss: 1.7611 - val_acc: 0.6444
Epoch 11241/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1784 - acc: 0.9306 - val_loss: 1.7611 - val_acc: 0.6444
Epoch 11242/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1784 - acc: 0.9306 - val_loss: 1.7612 - val_acc: 0.6444
Epoch 11243/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1784 - acc: 0.9306 - val_loss: 1.7612 - val_acc: 0.6444
Epoch 11244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9306 - val_loss: 1.7613 - val_acc: 0.6444
Epoch 11245/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9306 - val_loss: 1.7613 - val_acc: 0.6444
Epoch 11246/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1783 - acc: 0.9306 - val_loss: 1.7614 - val_acc: 0.6444
Epoch 11247/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9306 - val_loss: 1.7615 - val_acc: 0.6444
Epoch 11248/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1782 - acc: 0.9306 - val_loss: 1.7616 - val_acc: 0.6444
Epoch 11249/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1782 - acc: 0.9306 - val_loss: 1.7617 - val_acc: 0.6444
Epoch 11250/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1782 - acc: 0.9306 - val_loss: 1.7618 - val_acc: 0.6444
Epoch 11251/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1781 - acc: 0.9306 - val_loss: 1.7619 - val_acc: 0.6444
Epoch 11252/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1781 - acc: 0.9306 - val_loss: 1.7620 - val_acc: 0.6444
Epoch 11253/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1781 - acc: 0.9306 - val_loss: 1.7621 - val_acc: 0.6444
Epoch 11254/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1780 - acc: 0.9306 - val_loss: 1.7622 - val_acc: 0.6444
Epoch 11255/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1780 - acc: 0.9306 - val_loss: 1.7623 - val_acc: 0.6444
Epoch 11256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1780 - acc: 0.9306 - val_loss: 1.7623 - val_acc: 0.6444
Epoch 11257/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1779 - acc: 0.9306 - val_loss: 1.7624 - val_acc: 0.6444
Epoch 11258/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9306 - val_loss: 1.7625 - val_acc: 0.6444
Epoch 11259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9306 - val_loss: 1.7625 - val_acc: 0.6444
Epoch 11260/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1779 - acc: 0.9306 - val_loss: 1.7626 - val_acc: 0.6444
Epoch 11261/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9306 - val_loss: 1.7627 - val_acc: 0.6444
Epoch 11262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1778 - acc: 0.9306 - val_loss: 1.7628 - val_acc: 0.6444
Epoch 11263/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1778 - acc: 0.9306 - val_loss: 1.7629 - val_acc: 0.6444
Epoch 11264/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9306 - val_loss: 1.7630 - val_acc: 0.6444
Epoch 11265/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1777 - acc: 0.9306 - val_loss: 1.7631 - val_acc: 0.6444
Epoch 11266/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9306 - val_loss: 1.7632 - val_acc: 0.6444
Epoch 11267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9306 - val_loss: 1.7633 - val_acc: 0.6444
Epoch 11268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1776 - acc: 0.9306 - val_loss: 1.7634 - val_acc: 0.6444
Epoch 11269/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1776 - acc: 0.9306 - val_loss: 1.7635 - val_acc: 0.6444
Epoch 11270/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1776 - acc: 0.9306 - val_loss: 1.7637 - val_acc: 0.6444
Epoch 11271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9306 - val_loss: 1.7638 - val_acc: 0.6444
Epoch 11272/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1775 - acc: 0.9306 - val_loss: 1.7639 - val_acc: 0.6444
Epoch 11273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9306 - val_loss: 1.7640 - val_acc: 0.6444
Epoch 11274/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1775 - acc: 0.9306 - val_loss: 1.7642 - val_acc: 0.6444
Epoch 11275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1774 - acc: 0.9306 - val_loss: 1.7643 - val_acc: 0.6444
Epoch 11276/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1774 - acc: 0.9306 - val_loss: 1.7645 - val_acc: 0.6444
Epoch 11277/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1774 - acc: 0.9306 - val_loss: 1.7646 - val_acc: 0.6444
Epoch 11278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1773 - acc: 0.9306 - val_loss: 1.7648 - val_acc: 0.6444
Epoch 11279/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1773 - acc: 0.9306 - val_loss: 1.7650 - val_acc: 0.6444
Epoch 11280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1773 - acc: 0.9306 - val_loss: 1.7652 - val_acc: 0.6444
Epoch 11281/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1773 - acc: 0.9306 - val_loss: 1.7653 - val_acc: 0.6444
Epoch 11282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7655 - val_acc: 0.6444
Epoch 11283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7656 - val_acc: 0.6444
Epoch 11284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7659 - val_acc: 0.6444
Epoch 11285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7659 - val_acc: 0.6444
Epoch 11286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9306 - val_loss: 1.7663 - val_acc: 0.6444
Epoch 11287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9306 - val_loss: 1.7661 - val_acc: 0.6444
Epoch 11288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9306 - val_loss: 1.7668 - val_acc: 0.6444
Epoch 11289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9306 - val_loss: 1.7663 - val_acc: 0.6444
Epoch 11290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1771 - acc: 0.9319 - val_loss: 1.7673 - val_acc: 0.6500
Epoch 11291/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1771 - acc: 0.9306 - val_loss: 1.7664 - val_acc: 0.6444
Epoch 11292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7681 - val_acc: 0.6444
Epoch 11293/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1774 - acc: 0.9306 - val_loss: 1.7662 - val_acc: 0.6500
Epoch 11294/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1778 - acc: 0.9306 - val_loss: 1.7694 - val_acc: 0.6444
Epoch 11295/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1786 - acc: 0.9306 - val_loss: 1.7659 - val_acc: 0.6500
Epoch 11296/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1803 - acc: 0.9278 - val_loss: 1.7722 - val_acc: 0.6389
Epoch 11297/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1834 - acc: 0.9319 - val_loss: 1.7671 - val_acc: 0.6389
Epoch 11298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9194 - val_loss: 1.7713 - val_acc: 0.6444
Epoch 11299/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2087 - acc: 0.9056 - val_loss: 1.8041 - val_acc: 0.6389
Epoch 11300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2755 - acc: 0.8694 - val_loss: 1.7697 - val_acc: 0.6222
Epoch 11301/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4620 - acc: 0.7958 - val_loss: 2.0297 - val_acc: 0.5889
Epoch 11302/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8668 - acc: 0.6722 - val_loss: 1.8099 - val_acc: 0.6222
Epoch 11303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6172 - acc: 0.7319 - val_loss: 1.7669 - val_acc: 0.6611
Epoch 11304/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2749 - acc: 0.8806 - val_loss: 1.7577 - val_acc: 0.6389
Epoch 11305/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3891 - acc: 0.8181 - val_loss: 1.8110 - val_acc: 0.6167
Epoch 11306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5904 - acc: 0.7611 - val_loss: 1.6955 - val_acc: 0.6444
Epoch 11307/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3125 - acc: 0.8653 - val_loss: 1.7888 - val_acc: 0.6056
Epoch 11308/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3802 - acc: 0.8306 - val_loss: 1.7395 - val_acc: 0.6167
Epoch 11309/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4524 - acc: 0.7944 - val_loss: 1.7073 - val_acc: 0.6667
Epoch 11310/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2860 - acc: 0.8708 - val_loss: 1.7826 - val_acc: 0.6333
Epoch 11311/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3716 - acc: 0.8194 - val_loss: 1.6409 - val_acc: 0.6444
Epoch 11312/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4493 - acc: 0.8111 - val_loss: 1.6780 - val_acc: 0.6722
Epoch 11313/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2408 - acc: 0.8986 - val_loss: 1.7521 - val_acc: 0.6389
Epoch 11314/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3671 - acc: 0.8292 - val_loss: 1.7611 - val_acc: 0.6556
Epoch 11315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3072 - acc: 0.8514 - val_loss: 1.7382 - val_acc: 0.6556
Epoch 11316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2609 - acc: 0.8847 - val_loss: 1.7627 - val_acc: 0.6111
Epoch 11317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3383 - acc: 0.8444 - val_loss: 1.6886 - val_acc: 0.6722
Epoch 11318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3227 - acc: 0.8472 - val_loss: 1.7603 - val_acc: 0.6667
Epoch 11319/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2276 - acc: 0.8944 - val_loss: 1.7787 - val_acc: 0.6500
Epoch 11320/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2937 - acc: 0.8569 - val_loss: 1.7261 - val_acc: 0.6611
Epoch 11321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2829 - acc: 0.8764 - val_loss: 1.7153 - val_acc: 0.6500
Epoch 11322/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2244 - acc: 0.9097 - val_loss: 1.7969 - val_acc: 0.6056
Epoch 11323/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2605 - acc: 0.8847 - val_loss: 1.7624 - val_acc: 0.6500
Epoch 11324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2519 - acc: 0.8889 - val_loss: 1.7386 - val_acc: 0.6778
Epoch 11325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2535 - acc: 0.8931 - val_loss: 1.7584 - val_acc: 0.6611
Epoch 11326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2144 - acc: 0.9069 - val_loss: 1.7507 - val_acc: 0.6667
Epoch 11327/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2802 - acc: 0.8875 - val_loss: 1.7634 - val_acc: 0.6556
Epoch 11328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2313 - acc: 0.9056 - val_loss: 1.7462 - val_acc: 0.6778
Epoch 11329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2394 - acc: 0.8903 - val_loss: 1.7919 - val_acc: 0.6556
Epoch 11330/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2113 - acc: 0.9208 - val_loss: 1.8024 - val_acc: 0.6222
Epoch 11331/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2390 - acc: 0.8889 - val_loss: 1.7636 - val_acc: 0.6500
Epoch 11332/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2071 - acc: 0.9111 - val_loss: 1.7646 - val_acc: 0.6556
Epoch 11333/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2064 - acc: 0.9125 - val_loss: 1.7857 - val_acc: 0.6556
Epoch 11334/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2222 - acc: 0.9042 - val_loss: 1.7861 - val_acc: 0.6556
Epoch 11335/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1984 - acc: 0.9194 - val_loss: 1.7361 - val_acc: 0.6611
Epoch 11336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2056 - acc: 0.9125 - val_loss: 1.7433 - val_acc: 0.6556
Epoch 11337/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1960 - acc: 0.9194 - val_loss: 1.7821 - val_acc: 0.6444
Epoch 11338/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2041 - acc: 0.9181 - val_loss: 1.7740 - val_acc: 0.6611
Epoch 11339/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1916 - acc: 0.9250 - val_loss: 1.7584 - val_acc: 0.6556
Epoch 11340/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1951 - acc: 0.9181 - val_loss: 1.7684 - val_acc: 0.6500
Epoch 11341/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1916 - acc: 0.9222 - val_loss: 1.7646 - val_acc: 0.6500
Epoch 11342/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1932 - acc: 0.9236 - val_loss: 1.7782 - val_acc: 0.6500
Epoch 11343/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1879 - acc: 0.9264 - val_loss: 1.7960 - val_acc: 0.6278
Epoch 11344/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1882 - acc: 0.9278 - val_loss: 1.7844 - val_acc: 0.6444
Epoch 11345/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1910 - acc: 0.9236 - val_loss: 1.7768 - val_acc: 0.6389
Epoch 11346/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1841 - acc: 0.9306 - val_loss: 1.7735 - val_acc: 0.6389
Epoch 11347/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1855 - acc: 0.9250 - val_loss: 1.7889 - val_acc: 0.6611
Epoch 11348/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1847 - acc: 0.9292 - val_loss: 1.7964 - val_acc: 0.6500
Epoch 11349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1865 - acc: 0.9292 - val_loss: 1.7686 - val_acc: 0.6500
Epoch 11350/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1828 - acc: 0.9264 - val_loss: 1.7668 - val_acc: 0.6500
Epoch 11351/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1820 - acc: 0.9250 - val_loss: 1.7849 - val_acc: 0.6556
Epoch 11352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1833 - acc: 0.9319 - val_loss: 1.7841 - val_acc: 0.6611
Epoch 11353/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1834 - acc: 0.9306 - val_loss: 1.7785 - val_acc: 0.6389
Epoch 11354/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1824 - acc: 0.9333 - val_loss: 1.7725 - val_acc: 0.6556
Epoch 11355/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1793 - acc: 0.9306 - val_loss: 1.7746 - val_acc: 0.6444
Epoch 11356/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1815 - acc: 0.9292 - val_loss: 1.7804 - val_acc: 0.6389
Epoch 11357/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1811 - acc: 0.9319 - val_loss: 1.7832 - val_acc: 0.6556
Epoch 11358/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1806 - acc: 0.9292 - val_loss: 1.7854 - val_acc: 0.6500
Epoch 11359/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1789 - acc: 0.9319 - val_loss: 1.7788 - val_acc: 0.6500
Epoch 11360/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1791 - acc: 0.9292 - val_loss: 1.7760 - val_acc: 0.6500
Epoch 11361/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1805 - acc: 0.9292 - val_loss: 1.7830 - val_acc: 0.6444
Epoch 11362/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1791 - acc: 0.9333 - val_loss: 1.7840 - val_acc: 0.6556
Epoch 11363/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7747 - val_acc: 0.6500
Epoch 11364/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1780 - acc: 0.9278 - val_loss: 1.7702 - val_acc: 0.6444
Epoch 11365/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1789 - acc: 0.9278 - val_loss: 1.7730 - val_acc: 0.6556
Epoch 11366/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1788 - acc: 0.9319 - val_loss: 1.7808 - val_acc: 0.6500
Epoch 11367/15000
720/720 [==============================] - 0s 29us/step - loss: 0.1780 - acc: 0.9333 - val_loss: 1.7796 - val_acc: 0.6556
Epoch 11368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9333 - val_loss: 1.7780 - val_acc: 0.6556
Epoch 11369/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1776 - acc: 0.9292 - val_loss: 1.7805 - val_acc: 0.6444
Epoch 11370/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1782 - acc: 0.9292 - val_loss: 1.7823 - val_acc: 0.6556
Epoch 11371/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1777 - acc: 0.9306 - val_loss: 1.7883 - val_acc: 0.6500
Epoch 11372/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1774 - acc: 0.9333 - val_loss: 1.7883 - val_acc: 0.6556
Epoch 11373/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1772 - acc: 0.9347 - val_loss: 1.7802 - val_acc: 0.6556
Epoch 11374/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1772 - acc: 0.9306 - val_loss: 1.7773 - val_acc: 0.6444
Epoch 11375/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1775 - acc: 0.9306 - val_loss: 1.7817 - val_acc: 0.6556
Epoch 11376/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1770 - acc: 0.9319 - val_loss: 1.7855 - val_acc: 0.6556
Epoch 11377/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1770 - acc: 0.9347 - val_loss: 1.7806 - val_acc: 0.6556
Epoch 11378/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1767 - acc: 0.9306 - val_loss: 1.7770 - val_acc: 0.6556
Epoch 11379/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1769 - acc: 0.9292 - val_loss: 1.7816 - val_acc: 0.6556
Epoch 11380/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1769 - acc: 0.9292 - val_loss: 1.7838 - val_acc: 0.6556
Epoch 11381/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1766 - acc: 0.9319 - val_loss: 1.7827 - val_acc: 0.6556
Epoch 11382/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1766 - acc: 0.9319 - val_loss: 1.7806 - val_acc: 0.6556
Epoch 11383/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1765 - acc: 0.9306 - val_loss: 1.7794 - val_acc: 0.6667
Epoch 11384/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1766 - acc: 0.9306 - val_loss: 1.7817 - val_acc: 0.6556
Epoch 11385/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1765 - acc: 0.9306 - val_loss: 1.7826 - val_acc: 0.6556
Epoch 11386/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1763 - acc: 0.9333 - val_loss: 1.7825 - val_acc: 0.6556
Epoch 11387/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1762 - acc: 0.9306 - val_loss: 1.7801 - val_acc: 0.6556
Epoch 11388/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9278 - val_loss: 1.7791 - val_acc: 0.6667
Epoch 11389/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1762 - acc: 0.9292 - val_loss: 1.7824 - val_acc: 0.6667
Epoch 11390/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1761 - acc: 0.9319 - val_loss: 1.7826 - val_acc: 0.6667
Epoch 11391/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1760 - acc: 0.9319 - val_loss: 1.7810 - val_acc: 0.6667
Epoch 11392/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1759 - acc: 0.9306 - val_loss: 1.7805 - val_acc: 0.6667
Epoch 11393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1759 - acc: 0.9306 - val_loss: 1.7810 - val_acc: 0.6667
Epoch 11394/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1759 - acc: 0.9319 - val_loss: 1.7818 - val_acc: 0.6667
Epoch 11395/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1758 - acc: 0.9306 - val_loss: 1.7799 - val_acc: 0.6667
Epoch 11396/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1757 - acc: 0.9306 - val_loss: 1.7791 - val_acc: 0.6667
Epoch 11397/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1757 - acc: 0.9306 - val_loss: 1.7785 - val_acc: 0.6667
Epoch 11398/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1757 - acc: 0.9306 - val_loss: 1.7780 - val_acc: 0.6667
Epoch 11399/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7793 - val_acc: 0.6667
Epoch 11400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7788 - val_acc: 0.6667
Epoch 11401/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1756 - acc: 0.9319 - val_loss: 1.7780 - val_acc: 0.6667
Epoch 11402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9292 - val_loss: 1.7779 - val_acc: 0.6667
Epoch 11403/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1755 - acc: 0.9292 - val_loss: 1.7787 - val_acc: 0.6667
Epoch 11404/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9306 - val_loss: 1.7793 - val_acc: 0.6667
Epoch 11405/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1754 - acc: 0.9306 - val_loss: 1.7776 - val_acc: 0.6667
Epoch 11406/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1753 - acc: 0.9319 - val_loss: 1.7774 - val_acc: 0.6667
Epoch 11407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9306 - val_loss: 1.7781 - val_acc: 0.6667
Epoch 11408/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9306 - val_loss: 1.7786 - val_acc: 0.6667
Epoch 11409/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1752 - acc: 0.9306 - val_loss: 1.7791 - val_acc: 0.6667
Epoch 11410/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1752 - acc: 0.9306 - val_loss: 1.7788 - val_acc: 0.6667
Epoch 11411/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1752 - acc: 0.9306 - val_loss: 1.7794 - val_acc: 0.6667
Epoch 11412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9292 - val_loss: 1.7801 - val_acc: 0.6667
Epoch 11413/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9306 - val_loss: 1.7811 - val_acc: 0.6667
Epoch 11414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.7815 - val_acc: 0.6667
Epoch 11415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1750 - acc: 0.9306 - val_loss: 1.7811 - val_acc: 0.6667
Epoch 11416/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1750 - acc: 0.9292 - val_loss: 1.7822 - val_acc: 0.6667
Epoch 11417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9292 - val_loss: 1.7833 - val_acc: 0.6667
Epoch 11418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9292 - val_loss: 1.7836 - val_acc: 0.6667
Epoch 11419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9306 - val_loss: 1.7832 - val_acc: 0.6667
Epoch 11420/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9292 - val_loss: 1.7832 - val_acc: 0.6667
Epoch 11421/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1748 - acc: 0.9292 - val_loss: 1.7838 - val_acc: 0.6667
Epoch 11422/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1748 - acc: 0.9292 - val_loss: 1.7836 - val_acc: 0.6667
Epoch 11423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1747 - acc: 0.9292 - val_loss: 1.7835 - val_acc: 0.6667
Epoch 11424/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1747 - acc: 0.9292 - val_loss: 1.7834 - val_acc: 0.6667
Epoch 11425/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1747 - acc: 0.9292 - val_loss: 1.7835 - val_acc: 0.6667
Epoch 11426/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1746 - acc: 0.9292 - val_loss: 1.7839 - val_acc: 0.6667
Epoch 11427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9292 - val_loss: 1.7841 - val_acc: 0.6667
Epoch 11428/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1746 - acc: 0.9292 - val_loss: 1.7842 - val_acc: 0.6667
Epoch 11429/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1745 - acc: 0.9292 - val_loss: 1.7842 - val_acc: 0.6667
Epoch 11430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1745 - acc: 0.9292 - val_loss: 1.7846 - val_acc: 0.6667
Epoch 11431/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1745 - acc: 0.9292 - val_loss: 1.7850 - val_acc: 0.6667
Epoch 11432/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1744 - acc: 0.9292 - val_loss: 1.7848 - val_acc: 0.6667
Epoch 11433/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1744 - acc: 0.9292 - val_loss: 1.7849 - val_acc: 0.6667
Epoch 11434/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1744 - acc: 0.9292 - val_loss: 1.7851 - val_acc: 0.6667
Epoch 11435/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1744 - acc: 0.9292 - val_loss: 1.7855 - val_acc: 0.6667
Epoch 11436/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1743 - acc: 0.9292 - val_loss: 1.7856 - val_acc: 0.6667
Epoch 11437/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1743 - acc: 0.9292 - val_loss: 1.7857 - val_acc: 0.6667
Epoch 11438/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1743 - acc: 0.9292 - val_loss: 1.7859 - val_acc: 0.6556
Epoch 11439/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1742 - acc: 0.9292 - val_loss: 1.7861 - val_acc: 0.6556
Epoch 11440/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1742 - acc: 0.9292 - val_loss: 1.7865 - val_acc: 0.6556
Epoch 11441/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1742 - acc: 0.9292 - val_loss: 1.7866 - val_acc: 0.6556
Epoch 11442/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1742 - acc: 0.9292 - val_loss: 1.7867 - val_acc: 0.6556
Epoch 11443/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1741 - acc: 0.9292 - val_loss: 1.7868 - val_acc: 0.6556
Epoch 11444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1741 - acc: 0.9292 - val_loss: 1.7870 - val_acc: 0.6556
Epoch 11445/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1741 - acc: 0.9292 - val_loss: 1.7872 - val_acc: 0.6556
Epoch 11446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1741 - acc: 0.9292 - val_loss: 1.7871 - val_acc: 0.6556
Epoch 11447/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1740 - acc: 0.9292 - val_loss: 1.7872 - val_acc: 0.6556
Epoch 11448/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1740 - acc: 0.9292 - val_loss: 1.7874 - val_acc: 0.6556
Epoch 11449/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1740 - acc: 0.9292 - val_loss: 1.7876 - val_acc: 0.6556
Epoch 11450/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1739 - acc: 0.9292 - val_loss: 1.7877 - val_acc: 0.6556
Epoch 11451/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1739 - acc: 0.9292 - val_loss: 1.7877 - val_acc: 0.6556
Epoch 11452/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1739 - acc: 0.9292 - val_loss: 1.7878 - val_acc: 0.6556
Epoch 11453/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1739 - acc: 0.9292 - val_loss: 1.7879 - val_acc: 0.6556
Epoch 11454/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1738 - acc: 0.9292 - val_loss: 1.7881 - val_acc: 0.6556
Epoch 11455/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1738 - acc: 0.9306 - val_loss: 1.7881 - val_acc: 0.6556
Epoch 11456/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1738 - acc: 0.9292 - val_loss: 1.7881 - val_acc: 0.6556
Epoch 11457/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1737 - acc: 0.9292 - val_loss: 1.7883 - val_acc: 0.6556
Epoch 11458/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1737 - acc: 0.9292 - val_loss: 1.7884 - val_acc: 0.6556
Epoch 11459/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1737 - acc: 0.9292 - val_loss: 1.7885 - val_acc: 0.6556
Epoch 11460/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1737 - acc: 0.9292 - val_loss: 1.7886 - val_acc: 0.6556
Epoch 11461/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9292 - val_loss: 1.7888 - val_acc: 0.6556
Epoch 11462/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1736 - acc: 0.9292 - val_loss: 1.7889 - val_acc: 0.6556
Epoch 11463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9292 - val_loss: 1.7891 - val_acc: 0.6556
Epoch 11464/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1736 - acc: 0.9292 - val_loss: 1.7892 - val_acc: 0.6556
Epoch 11465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9306 - val_loss: 1.7894 - val_acc: 0.6556
Epoch 11466/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1735 - acc: 0.9306 - val_loss: 1.7895 - val_acc: 0.6556
Epoch 11467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9292 - val_loss: 1.7897 - val_acc: 0.6556
Epoch 11468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9292 - val_loss: 1.7898 - val_acc: 0.6556
Epoch 11469/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1734 - acc: 0.9292 - val_loss: 1.7899 - val_acc: 0.6556
Epoch 11470/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1734 - acc: 0.9292 - val_loss: 1.7901 - val_acc: 0.6556
Epoch 11471/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1734 - acc: 0.9292 - val_loss: 1.7902 - val_acc: 0.6556
Epoch 11472/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1734 - acc: 0.9306 - val_loss: 1.7904 - val_acc: 0.6556
Epoch 11473/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1733 - acc: 0.9292 - val_loss: 1.7905 - val_acc: 0.6556
Epoch 11474/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1733 - acc: 0.9292 - val_loss: 1.7906 - val_acc: 0.6556
Epoch 11475/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1733 - acc: 0.9306 - val_loss: 1.7908 - val_acc: 0.6556
Epoch 11476/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1733 - acc: 0.9306 - val_loss: 1.7910 - val_acc: 0.6556
Epoch 11477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9306 - val_loss: 1.7911 - val_acc: 0.6556
Epoch 11478/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1732 - acc: 0.9306 - val_loss: 1.7912 - val_acc: 0.6556
Epoch 11479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9306 - val_loss: 1.7914 - val_acc: 0.6556
Epoch 11480/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1732 - acc: 0.9306 - val_loss: 1.7915 - val_acc: 0.6556
Epoch 11481/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1731 - acc: 0.9306 - val_loss: 1.7917 - val_acc: 0.6556
Epoch 11482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9306 - val_loss: 1.7918 - val_acc: 0.6556
Epoch 11483/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9306 - val_loss: 1.7919 - val_acc: 0.6556
Epoch 11484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9306 - val_loss: 1.7921 - val_acc: 0.6556
Epoch 11485/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1730 - acc: 0.9306 - val_loss: 1.7922 - val_acc: 0.6556
Epoch 11486/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1730 - acc: 0.9306 - val_loss: 1.7924 - val_acc: 0.6556
Epoch 11487/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1730 - acc: 0.9306 - val_loss: 1.7925 - val_acc: 0.6556
Epoch 11488/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1730 - acc: 0.9306 - val_loss: 1.7926 - val_acc: 0.6556
Epoch 11489/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1729 - acc: 0.9306 - val_loss: 1.7927 - val_acc: 0.6556
Epoch 11490/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1729 - acc: 0.9306 - val_loss: 1.7929 - val_acc: 0.6556
Epoch 11491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1729 - acc: 0.9306 - val_loss: 1.7930 - val_acc: 0.6556
Epoch 11492/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1729 - acc: 0.9306 - val_loss: 1.7931 - val_acc: 0.6556
Epoch 11493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1728 - acc: 0.9306 - val_loss: 1.7932 - val_acc: 0.6556
Epoch 11494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1728 - acc: 0.9306 - val_loss: 1.7934 - val_acc: 0.6556
Epoch 11495/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1728 - acc: 0.9306 - val_loss: 1.7935 - val_acc: 0.6556
Epoch 11496/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1728 - acc: 0.9306 - val_loss: 1.7936 - val_acc: 0.6556
Epoch 11497/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1727 - acc: 0.9306 - val_loss: 1.7937 - val_acc: 0.6556
Epoch 11498/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1727 - acc: 0.9306 - val_loss: 1.7939 - val_acc: 0.6556
Epoch 11499/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1727 - acc: 0.9306 - val_loss: 1.7940 - val_acc: 0.6556
Epoch 11500/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1727 - acc: 0.9306 - val_loss: 1.7941 - val_acc: 0.6556
Epoch 11501/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1726 - acc: 0.9306 - val_loss: 1.7943 - val_acc: 0.6556
Epoch 11502/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1726 - acc: 0.9306 - val_loss: 1.7944 - val_acc: 0.6556
Epoch 11503/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1726 - acc: 0.9306 - val_loss: 1.7945 - val_acc: 0.6556
Epoch 11504/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1726 - acc: 0.9306 - val_loss: 1.7946 - val_acc: 0.6556
Epoch 11505/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9319 - val_loss: 1.7948 - val_acc: 0.6556
Epoch 11506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9319 - val_loss: 1.7949 - val_acc: 0.6556
Epoch 11507/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1725 - acc: 0.9319 - val_loss: 1.7950 - val_acc: 0.6556
Epoch 11508/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1725 - acc: 0.9319 - val_loss: 1.7952 - val_acc: 0.6556
Epoch 11509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1725 - acc: 0.9319 - val_loss: 1.7953 - val_acc: 0.6556
Epoch 11510/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9319 - val_loss: 1.7954 - val_acc: 0.6556
Epoch 11511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9319 - val_loss: 1.7956 - val_acc: 0.6556
Epoch 11512/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1724 - acc: 0.9319 - val_loss: 1.7957 - val_acc: 0.6556
Epoch 11513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9319 - val_loss: 1.7958 - val_acc: 0.6556
Epoch 11514/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9319 - val_loss: 1.7960 - val_acc: 0.6556
Epoch 11515/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1723 - acc: 0.9319 - val_loss: 1.7961 - val_acc: 0.6556
Epoch 11516/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1723 - acc: 0.9319 - val_loss: 1.7962 - val_acc: 0.6556
Epoch 11517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9319 - val_loss: 1.7964 - val_acc: 0.6556
Epoch 11518/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1722 - acc: 0.9319 - val_loss: 1.7965 - val_acc: 0.6556
Epoch 11519/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1722 - acc: 0.9319 - val_loss: 1.7967 - val_acc: 0.6556
Epoch 11520/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1722 - acc: 0.9319 - val_loss: 1.7968 - val_acc: 0.6556
Epoch 11521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1722 - acc: 0.9319 - val_loss: 1.7969 - val_acc: 0.6556
Epoch 11522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9319 - val_loss: 1.7971 - val_acc: 0.6556
Epoch 11523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9319 - val_loss: 1.7972 - val_acc: 0.6556
Epoch 11524/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1721 - acc: 0.9319 - val_loss: 1.7974 - val_acc: 0.6556
Epoch 11525/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1721 - acc: 0.9319 - val_loss: 1.7975 - val_acc: 0.6556
Epoch 11526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9319 - val_loss: 1.7976 - val_acc: 0.6556
Epoch 11527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9319 - val_loss: 1.7978 - val_acc: 0.6556
Epoch 11528/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9319 - val_loss: 1.7979 - val_acc: 0.6556
Epoch 11529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9319 - val_loss: 1.7980 - val_acc: 0.6556
Epoch 11530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9319 - val_loss: 1.7982 - val_acc: 0.6556
Epoch 11531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9319 - val_loss: 1.7983 - val_acc: 0.6556
Epoch 11532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9319 - val_loss: 1.7985 - val_acc: 0.6556
Epoch 11533/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1719 - acc: 0.9319 - val_loss: 1.7986 - val_acc: 0.6556
Epoch 11534/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1719 - acc: 0.9319 - val_loss: 1.7988 - val_acc: 0.6556
Epoch 11535/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1718 - acc: 0.9319 - val_loss: 1.7989 - val_acc: 0.6556
Epoch 11536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9319 - val_loss: 1.7991 - val_acc: 0.6556
Epoch 11537/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1718 - acc: 0.9319 - val_loss: 1.7992 - val_acc: 0.6556
Epoch 11538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9319 - val_loss: 1.7994 - val_acc: 0.6556
Epoch 11539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.7995 - val_acc: 0.6556
Epoch 11540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.7996 - val_acc: 0.6556
Epoch 11541/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.7998 - val_acc: 0.6556
Epoch 11542/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.7999 - val_acc: 0.6556
Epoch 11543/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9319 - val_loss: 1.8000 - val_acc: 0.6556
Epoch 11544/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1716 - acc: 0.9319 - val_loss: 1.8002 - val_acc: 0.6556
Epoch 11545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9319 - val_loss: 1.8003 - val_acc: 0.6556
Epoch 11546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9319 - val_loss: 1.8005 - val_acc: 0.6556
Epoch 11547/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1715 - acc: 0.9319 - val_loss: 1.8006 - val_acc: 0.6556
Epoch 11548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1715 - acc: 0.9319 - val_loss: 1.8009 - val_acc: 0.6556
Epoch 11549/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1715 - acc: 0.9319 - val_loss: 1.8009 - val_acc: 0.6556
Epoch 11550/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1715 - acc: 0.9319 - val_loss: 1.8012 - val_acc: 0.6556
Epoch 11551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1715 - acc: 0.9319 - val_loss: 1.8011 - val_acc: 0.6556
Epoch 11552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1714 - acc: 0.9319 - val_loss: 1.8015 - val_acc: 0.6556
Epoch 11553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1714 - acc: 0.9319 - val_loss: 1.8013 - val_acc: 0.6556
Epoch 11554/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1714 - acc: 0.9319 - val_loss: 1.8019 - val_acc: 0.6500
Epoch 11555/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1714 - acc: 0.9319 - val_loss: 1.8015 - val_acc: 0.6556
Epoch 11556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1714 - acc: 0.9333 - val_loss: 1.8024 - val_acc: 0.6444
Epoch 11557/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1714 - acc: 0.9319 - val_loss: 1.8015 - val_acc: 0.6556
Epoch 11558/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1714 - acc: 0.9333 - val_loss: 1.8030 - val_acc: 0.6444
Epoch 11559/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1714 - acc: 0.9347 - val_loss: 1.8014 - val_acc: 0.6556
Epoch 11560/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9333 - val_loss: 1.8039 - val_acc: 0.6444
Epoch 11561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9361 - val_loss: 1.8011 - val_acc: 0.6556
Epoch 11562/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1722 - acc: 0.9333 - val_loss: 1.8054 - val_acc: 0.6444
Epoch 11563/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1729 - acc: 0.9375 - val_loss: 1.8004 - val_acc: 0.6500
Epoch 11564/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1744 - acc: 0.9333 - val_loss: 1.8081 - val_acc: 0.6389
Epoch 11565/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1771 - acc: 0.9347 - val_loss: 1.8006 - val_acc: 0.6444
Epoch 11566/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1841 - acc: 0.9222 - val_loss: 1.8100 - val_acc: 0.6444
Epoch 11567/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1972 - acc: 0.9111 - val_loss: 1.8267 - val_acc: 0.6500
Epoch 11568/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2479 - acc: 0.8903 - val_loss: 1.8102 - val_acc: 0.6222
Epoch 11569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3899 - acc: 0.8181 - val_loss: 2.0663 - val_acc: 0.5889
Epoch 11570/15000
720/720 [==============================] - 0s 18us/step - loss: 0.8716 - acc: 0.6750 - val_loss: 1.8601 - val_acc: 0.6167
Epoch 11571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8184 - acc: 0.6833 - val_loss: 1.8114 - val_acc: 0.6611
Epoch 11572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2865 - acc: 0.8806 - val_loss: 1.8467 - val_acc: 0.6333
Epoch 11573/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5168 - acc: 0.7764 - val_loss: 1.8441 - val_acc: 0.6167
Epoch 11574/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7258 - acc: 0.7153 - val_loss: 1.6973 - val_acc: 0.6667
Epoch 11575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2993 - acc: 0.8639 - val_loss: 1.8585 - val_acc: 0.5944
Epoch 11576/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5709 - acc: 0.7514 - val_loss: 1.7246 - val_acc: 0.6278
Epoch 11577/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4107 - acc: 0.8250 - val_loss: 1.6835 - val_acc: 0.6278
Epoch 11578/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4114 - acc: 0.8069 - val_loss: 1.8313 - val_acc: 0.6222
Epoch 11579/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4499 - acc: 0.7972 - val_loss: 1.7843 - val_acc: 0.6056
Epoch 11580/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3683 - acc: 0.8306 - val_loss: 1.6509 - val_acc: 0.6500
Epoch 11581/15000
720/720 [==============================] - 0s 18us/step - loss: 0.4284 - acc: 0.8139 - val_loss: 1.6781 - val_acc: 0.7000
Epoch 11582/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4250 - acc: 0.7889 - val_loss: 1.7661 - val_acc: 0.6500
Epoch 11583/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3441 - acc: 0.8403 - val_loss: 1.6859 - val_acc: 0.6333
Epoch 11584/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4468 - acc: 0.8208 - val_loss: 1.7227 - val_acc: 0.6278
Epoch 11585/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3007 - acc: 0.8569 - val_loss: 1.7686 - val_acc: 0.6167
Epoch 11586/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4415 - acc: 0.7889 - val_loss: 1.6710 - val_acc: 0.6778
Epoch 11587/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3809 - acc: 0.8319 - val_loss: 1.7002 - val_acc: 0.6611
Epoch 11588/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2775 - acc: 0.8722 - val_loss: 1.8196 - val_acc: 0.5833
Epoch 11589/15000
720/720 [==============================] - 0s 18us/step - loss: 0.4063 - acc: 0.8097 - val_loss: 1.7032 - val_acc: 0.6611
Epoch 11590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2752 - acc: 0.8847 - val_loss: 1.6958 - val_acc: 0.6611
Epoch 11591/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3094 - acc: 0.8514 - val_loss: 1.7487 - val_acc: 0.6556
Epoch 11592/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3122 - acc: 0.8569 - val_loss: 1.7349 - val_acc: 0.6500
Epoch 11593/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2830 - acc: 0.8764 - val_loss: 1.7875 - val_acc: 0.6278
Epoch 11594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2777 - acc: 0.8750 - val_loss: 1.7942 - val_acc: 0.6389
Epoch 11595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2800 - acc: 0.8722 - val_loss: 1.7818 - val_acc: 0.6556
Epoch 11596/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2496 - acc: 0.8944 - val_loss: 1.7843 - val_acc: 0.6722
Epoch 11597/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2516 - acc: 0.8861 - val_loss: 1.8283 - val_acc: 0.6111
Epoch 11598/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2820 - acc: 0.8653 - val_loss: 1.7926 - val_acc: 0.6556
Epoch 11599/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2387 - acc: 0.8931 - val_loss: 1.8385 - val_acc: 0.6556
Epoch 11600/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9069 - val_loss: 1.8248 - val_acc: 0.6556
Epoch 11601/15000
720/720 [==============================] - 0s 4us/step - loss: 0.2523 - acc: 0.8875 - val_loss: 1.7837 - val_acc: 0.6556
Epoch 11602/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2271 - acc: 0.9042 - val_loss: 1.7572 - val_acc: 0.6611
Epoch 11603/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2129 - acc: 0.9125 - val_loss: 1.7889 - val_acc: 0.6556
Epoch 11604/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2055 - acc: 0.9222 - val_loss: 1.8125 - val_acc: 0.6556
Epoch 11605/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2212 - acc: 0.9097 - val_loss: 1.7863 - val_acc: 0.6444
Epoch 11606/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1978 - acc: 0.9194 - val_loss: 1.7573 - val_acc: 0.6611
Epoch 11607/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1994 - acc: 0.9125 - val_loss: 1.7758 - val_acc: 0.6556
Epoch 11608/15000
720/720 [==============================] - 0s 30us/step - loss: 0.2065 - acc: 0.9181 - val_loss: 1.7842 - val_acc: 0.6444
Epoch 11609/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1983 - acc: 0.9181 - val_loss: 1.7889 - val_acc: 0.6500
Epoch 11610/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1927 - acc: 0.9181 - val_loss: 1.7901 - val_acc: 0.6500
Epoch 11611/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9222 - val_loss: 1.7654 - val_acc: 0.6500
Epoch 11612/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1922 - acc: 0.9194 - val_loss: 1.7550 - val_acc: 0.6611
Epoch 11613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9194 - val_loss: 1.7564 - val_acc: 0.6611
Epoch 11614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1874 - acc: 0.9222 - val_loss: 1.7623 - val_acc: 0.6500
Epoch 11615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1894 - acc: 0.9194 - val_loss: 1.7858 - val_acc: 0.6444
Epoch 11616/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1859 - acc: 0.9264 - val_loss: 1.7805 - val_acc: 0.6500
Epoch 11617/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1797 - acc: 0.9306 - val_loss: 1.7716 - val_acc: 0.6556
Epoch 11618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1862 - acc: 0.9222 - val_loss: 1.7897 - val_acc: 0.6556
Epoch 11619/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1820 - acc: 0.9306 - val_loss: 1.7917 - val_acc: 0.6556
Epoch 11620/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1822 - acc: 0.9278 - val_loss: 1.7912 - val_acc: 0.6556
Epoch 11621/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1784 - acc: 0.9278 - val_loss: 1.7904 - val_acc: 0.6500
Epoch 11622/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9306 - val_loss: 1.7892 - val_acc: 0.6444
Epoch 11623/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1816 - acc: 0.9319 - val_loss: 1.7936 - val_acc: 0.6500
Epoch 11624/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1781 - acc: 0.9278 - val_loss: 1.7955 - val_acc: 0.6556
Epoch 11625/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9333 - val_loss: 1.7987 - val_acc: 0.6667
Epoch 11626/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1774 - acc: 0.9306 - val_loss: 1.7989 - val_acc: 0.6500
Epoch 11627/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1781 - acc: 0.9319 - val_loss: 1.7923 - val_acc: 0.6611
Epoch 11628/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1760 - acc: 0.9264 - val_loss: 1.8015 - val_acc: 0.6556
Epoch 11629/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1751 - acc: 0.9319 - val_loss: 1.8125 - val_acc: 0.6444
Epoch 11630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1757 - acc: 0.9361 - val_loss: 1.8007 - val_acc: 0.6556
Epoch 11631/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1755 - acc: 0.9361 - val_loss: 1.7913 - val_acc: 0.6444
Epoch 11632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1752 - acc: 0.9319 - val_loss: 1.7891 - val_acc: 0.6556
Epoch 11633/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1741 - acc: 0.9292 - val_loss: 1.8000 - val_acc: 0.6611
Epoch 11634/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1740 - acc: 0.9333 - val_loss: 1.8104 - val_acc: 0.6444
Epoch 11635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1746 - acc: 0.9347 - val_loss: 1.8007 - val_acc: 0.6556
Epoch 11636/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1738 - acc: 0.9333 - val_loss: 1.8007 - val_acc: 0.6444
Epoch 11637/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1732 - acc: 0.9333 - val_loss: 1.8066 - val_acc: 0.6444
Epoch 11638/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1735 - acc: 0.9292 - val_loss: 1.8108 - val_acc: 0.6611
Epoch 11639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1735 - acc: 0.9361 - val_loss: 1.8174 - val_acc: 0.6556
Epoch 11640/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1733 - acc: 0.9347 - val_loss: 1.8134 - val_acc: 0.6556
Epoch 11641/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1728 - acc: 0.9333 - val_loss: 1.8084 - val_acc: 0.6667
Epoch 11642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1727 - acc: 0.9306 - val_loss: 1.8095 - val_acc: 0.6500
Epoch 11643/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1730 - acc: 0.9306 - val_loss: 1.8085 - val_acc: 0.6667
Epoch 11644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1727 - acc: 0.9319 - val_loss: 1.8095 - val_acc: 0.6611
Epoch 11645/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9333 - val_loss: 1.8057 - val_acc: 0.6667
Epoch 11646/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1722 - acc: 0.9306 - val_loss: 1.8025 - val_acc: 0.6667
Epoch 11647/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1724 - acc: 0.9306 - val_loss: 1.8057 - val_acc: 0.6611
Epoch 11648/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1722 - acc: 0.9333 - val_loss: 1.8045 - val_acc: 0.6667
Epoch 11649/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1720 - acc: 0.9347 - val_loss: 1.8033 - val_acc: 0.6667
Epoch 11650/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1720 - acc: 0.9333 - val_loss: 1.8045 - val_acc: 0.6611
Epoch 11651/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1719 - acc: 0.9347 - val_loss: 1.8046 - val_acc: 0.6611
Epoch 11652/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1720 - acc: 0.9333 - val_loss: 1.8073 - val_acc: 0.6611
Epoch 11653/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.8087 - val_acc: 0.6611
Epoch 11654/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1717 - acc: 0.9319 - val_loss: 1.8102 - val_acc: 0.6667
Epoch 11655/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9347 - val_loss: 1.8113 - val_acc: 0.6611
Epoch 11656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1717 - acc: 0.9333 - val_loss: 1.8088 - val_acc: 0.6667
Epoch 11657/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1715 - acc: 0.9333 - val_loss: 1.8104 - val_acc: 0.6611
Epoch 11658/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1714 - acc: 0.9306 - val_loss: 1.8124 - val_acc: 0.6667
Epoch 11659/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1714 - acc: 0.9347 - val_loss: 1.8111 - val_acc: 0.6667
Epoch 11660/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1714 - acc: 0.9333 - val_loss: 1.8108 - val_acc: 0.6611
Epoch 11661/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1713 - acc: 0.9319 - val_loss: 1.8113 - val_acc: 0.6667
Epoch 11662/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1712 - acc: 0.9319 - val_loss: 1.8142 - val_acc: 0.6667
Epoch 11663/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1712 - acc: 0.9333 - val_loss: 1.8153 - val_acc: 0.6611
Epoch 11664/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1712 - acc: 0.9347 - val_loss: 1.8133 - val_acc: 0.6667
Epoch 11665/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1711 - acc: 0.9347 - val_loss: 1.8130 - val_acc: 0.6611
Epoch 11666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9319 - val_loss: 1.8132 - val_acc: 0.6611
Epoch 11667/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1710 - acc: 0.9306 - val_loss: 1.8145 - val_acc: 0.6611
Epoch 11668/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1709 - acc: 0.9347 - val_loss: 1.8155 - val_acc: 0.6611
Epoch 11669/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1709 - acc: 0.9347 - val_loss: 1.8137 - val_acc: 0.6667
Epoch 11670/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1709 - acc: 0.9333 - val_loss: 1.8133 - val_acc: 0.6611
Epoch 11671/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1708 - acc: 0.9319 - val_loss: 1.8140 - val_acc: 0.6611
Epoch 11672/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1708 - acc: 0.9333 - val_loss: 1.8150 - val_acc: 0.6667
Epoch 11673/15000
720/720 [==============================] - 0s 43us/step - loss: 0.1708 - acc: 0.9333 - val_loss: 1.8147 - val_acc: 0.6611
Epoch 11674/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1707 - acc: 0.9333 - val_loss: 1.8128 - val_acc: 0.6667
Epoch 11675/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1707 - acc: 0.9319 - val_loss: 1.8133 - val_acc: 0.6556
Epoch 11676/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1707 - acc: 0.9347 - val_loss: 1.8144 - val_acc: 0.6667
Epoch 11677/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1706 - acc: 0.9347 - val_loss: 1.8146 - val_acc: 0.6667
Epoch 11678/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1706 - acc: 0.9333 - val_loss: 1.8147 - val_acc: 0.6556
Epoch 11679/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1706 - acc: 0.9333 - val_loss: 1.8142 - val_acc: 0.6667
Epoch 11680/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1705 - acc: 0.9333 - val_loss: 1.8147 - val_acc: 0.6611
Epoch 11681/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1705 - acc: 0.9333 - val_loss: 1.8151 - val_acc: 0.6611
Epoch 11682/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1705 - acc: 0.9333 - val_loss: 1.8152 - val_acc: 0.6611
Epoch 11683/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1704 - acc: 0.9333 - val_loss: 1.8154 - val_acc: 0.6556
Epoch 11684/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1704 - acc: 0.9333 - val_loss: 1.8147 - val_acc: 0.6611
Epoch 11685/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1704 - acc: 0.9319 - val_loss: 1.8150 - val_acc: 0.6556
Epoch 11686/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1703 - acc: 0.9319 - val_loss: 1.8157 - val_acc: 0.6556
Epoch 11687/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1703 - acc: 0.9333 - val_loss: 1.8161 - val_acc: 0.6611
Epoch 11688/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1703 - acc: 0.9333 - val_loss: 1.8165 - val_acc: 0.6556
Epoch 11689/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1703 - acc: 0.9333 - val_loss: 1.8163 - val_acc: 0.6611
Epoch 11690/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1702 - acc: 0.9333 - val_loss: 1.8167 - val_acc: 0.6611
Epoch 11691/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1702 - acc: 0.9333 - val_loss: 1.8170 - val_acc: 0.6611
Epoch 11692/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1702 - acc: 0.9333 - val_loss: 1.8169 - val_acc: 0.6611
Epoch 11693/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1701 - acc: 0.9333 - val_loss: 1.8170 - val_acc: 0.6611
Epoch 11694/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1701 - acc: 0.9333 - val_loss: 1.8167 - val_acc: 0.6611
Epoch 11695/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1701 - acc: 0.9333 - val_loss: 1.8169 - val_acc: 0.6611
Epoch 11696/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1701 - acc: 0.9333 - val_loss: 1.8171 - val_acc: 0.6611
Epoch 11697/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1700 - acc: 0.9333 - val_loss: 1.8171 - val_acc: 0.6611
Epoch 11698/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1700 - acc: 0.9333 - val_loss: 1.8170 - val_acc: 0.6611
Epoch 11699/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1700 - acc: 0.9333 - val_loss: 1.8168 - val_acc: 0.6611
Epoch 11700/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1700 - acc: 0.9333 - val_loss: 1.8173 - val_acc: 0.6611
Epoch 11701/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1699 - acc: 0.9333 - val_loss: 1.8174 - val_acc: 0.6611
Epoch 11702/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1699 - acc: 0.9333 - val_loss: 1.8171 - val_acc: 0.6611
Epoch 11703/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1699 - acc: 0.9333 - val_loss: 1.8172 - val_acc: 0.6611
Epoch 11704/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1699 - acc: 0.9333 - val_loss: 1.8173 - val_acc: 0.6611
Epoch 11705/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1698 - acc: 0.9333 - val_loss: 1.8176 - val_acc: 0.6611
Epoch 11706/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1698 - acc: 0.9333 - val_loss: 1.8175 - val_acc: 0.6611
Epoch 11707/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1698 - acc: 0.9333 - val_loss: 1.8175 - val_acc: 0.6611
Epoch 11708/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1697 - acc: 0.9333 - val_loss: 1.8178 - val_acc: 0.6611
Epoch 11709/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1697 - acc: 0.9333 - val_loss: 1.8179 - val_acc: 0.6611
Epoch 11710/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1697 - acc: 0.9333 - val_loss: 1.8181 - val_acc: 0.6611
Epoch 11711/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1697 - acc: 0.9333 - val_loss: 1.8181 - val_acc: 0.6611
Epoch 11712/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1696 - acc: 0.9333 - val_loss: 1.8181 - val_acc: 0.6611
Epoch 11713/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1696 - acc: 0.9333 - val_loss: 1.8183 - val_acc: 0.6611
Epoch 11714/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1696 - acc: 0.9333 - val_loss: 1.8185 - val_acc: 0.6611
Epoch 11715/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1696 - acc: 0.9333 - val_loss: 1.8187 - val_acc: 0.6611
Epoch 11716/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1696 - acc: 0.9333 - val_loss: 1.8187 - val_acc: 0.6611
Epoch 11717/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1695 - acc: 0.9333 - val_loss: 1.8188 - val_acc: 0.6611
Epoch 11718/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1695 - acc: 0.9333 - val_loss: 1.8191 - val_acc: 0.6611
Epoch 11719/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1695 - acc: 0.9333 - val_loss: 1.8192 - val_acc: 0.6611
Epoch 11720/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1695 - acc: 0.9333 - val_loss: 1.8194 - val_acc: 0.6611
Epoch 11721/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1694 - acc: 0.9333 - val_loss: 1.8194 - val_acc: 0.6611
Epoch 11722/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1694 - acc: 0.9333 - val_loss: 1.8196 - val_acc: 0.6611
Epoch 11723/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1694 - acc: 0.9333 - val_loss: 1.8197 - val_acc: 0.6611
Epoch 11724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1694 - acc: 0.9333 - val_loss: 1.8199 - val_acc: 0.6611
Epoch 11725/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1693 - acc: 0.9333 - val_loss: 1.8201 - val_acc: 0.6611
Epoch 11726/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1693 - acc: 0.9333 - val_loss: 1.8201 - val_acc: 0.6611
Epoch 11727/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1693 - acc: 0.9333 - val_loss: 1.8202 - val_acc: 0.6611
Epoch 11728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1693 - acc: 0.9333 - val_loss: 1.8204 - val_acc: 0.6611
Epoch 11729/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1692 - acc: 0.9333 - val_loss: 1.8205 - val_acc: 0.6611
Epoch 11730/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1692 - acc: 0.9333 - val_loss: 1.8205 - val_acc: 0.6611
Epoch 11731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1692 - acc: 0.9333 - val_loss: 1.8206 - val_acc: 0.6611
Epoch 11732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1692 - acc: 0.9333 - val_loss: 1.8208 - val_acc: 0.6611
Epoch 11733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1691 - acc: 0.9333 - val_loss: 1.8209 - val_acc: 0.6611
Epoch 11734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1691 - acc: 0.9333 - val_loss: 1.8210 - val_acc: 0.6611
Epoch 11735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1691 - acc: 0.9333 - val_loss: 1.8211 - val_acc: 0.6611
Epoch 11736/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1691 - acc: 0.9333 - val_loss: 1.8212 - val_acc: 0.6611
Epoch 11737/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1691 - acc: 0.9333 - val_loss: 1.8213 - val_acc: 0.6611
Epoch 11738/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1690 - acc: 0.9333 - val_loss: 1.8215 - val_acc: 0.6611
Epoch 11739/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1690 - acc: 0.9333 - val_loss: 1.8216 - val_acc: 0.6611
Epoch 11740/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1690 - acc: 0.9333 - val_loss: 1.8217 - val_acc: 0.6611
Epoch 11741/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1690 - acc: 0.9333 - val_loss: 1.8218 - val_acc: 0.6611
Epoch 11742/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1689 - acc: 0.9333 - val_loss: 1.8220 - val_acc: 0.6611
Epoch 11743/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1689 - acc: 0.9333 - val_loss: 1.8221 - val_acc: 0.6611
Epoch 11744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1689 - acc: 0.9333 - val_loss: 1.8222 - val_acc: 0.6556
Epoch 11745/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1689 - acc: 0.9333 - val_loss: 1.8223 - val_acc: 0.6611
Epoch 11746/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1689 - acc: 0.9333 - val_loss: 1.8224 - val_acc: 0.6556
Epoch 11747/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1688 - acc: 0.9333 - val_loss: 1.8225 - val_acc: 0.6556
Epoch 11748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9333 - val_loss: 1.8226 - val_acc: 0.6556
Epoch 11749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9333 - val_loss: 1.8227 - val_acc: 0.6556
Epoch 11750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9333 - val_loss: 1.8228 - val_acc: 0.6556
Epoch 11751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9333 - val_loss: 1.8230 - val_acc: 0.6556
Epoch 11752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9333 - val_loss: 1.8231 - val_acc: 0.6556
Epoch 11753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9333 - val_loss: 1.8232 - val_acc: 0.6556
Epoch 11754/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1687 - acc: 0.9333 - val_loss: 1.8233 - val_acc: 0.6556
Epoch 11755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9333 - val_loss: 1.8234 - val_acc: 0.6556
Epoch 11756/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9333 - val_loss: 1.8235 - val_acc: 0.6556
Epoch 11757/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9333 - val_loss: 1.8236 - val_acc: 0.6556
Epoch 11758/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1686 - acc: 0.9333 - val_loss: 1.8237 - val_acc: 0.6556
Epoch 11759/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9333 - val_loss: 1.8238 - val_acc: 0.6556
Epoch 11760/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1685 - acc: 0.9333 - val_loss: 1.8239 - val_acc: 0.6556
Epoch 11761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1685 - acc: 0.9333 - val_loss: 1.8240 - val_acc: 0.6556
Epoch 11762/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1685 - acc: 0.9333 - val_loss: 1.8241 - val_acc: 0.6556
Epoch 11763/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1685 - acc: 0.9333 - val_loss: 1.8242 - val_acc: 0.6556
Epoch 11764/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1685 - acc: 0.9333 - val_loss: 1.8243 - val_acc: 0.6556
Epoch 11765/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1684 - acc: 0.9333 - val_loss: 1.8244 - val_acc: 0.6556
Epoch 11766/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1684 - acc: 0.9333 - val_loss: 1.8245 - val_acc: 0.6556
Epoch 11767/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1684 - acc: 0.9333 - val_loss: 1.8246 - val_acc: 0.6556
Epoch 11768/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1684 - acc: 0.9333 - val_loss: 1.8247 - val_acc: 0.6556
Epoch 11769/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1683 - acc: 0.9333 - val_loss: 1.8248 - val_acc: 0.6556
Epoch 11770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1683 - acc: 0.9333 - val_loss: 1.8249 - val_acc: 0.6556
Epoch 11771/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1683 - acc: 0.9333 - val_loss: 1.8250 - val_acc: 0.6556
Epoch 11772/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1683 - acc: 0.9333 - val_loss: 1.8251 - val_acc: 0.6556
Epoch 11773/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1683 - acc: 0.9333 - val_loss: 1.8252 - val_acc: 0.6556
Epoch 11774/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1682 - acc: 0.9333 - val_loss: 1.8252 - val_acc: 0.6556
Epoch 11775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1682 - acc: 0.9333 - val_loss: 1.8253 - val_acc: 0.6556
Epoch 11776/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1682 - acc: 0.9333 - val_loss: 1.8254 - val_acc: 0.6556
Epoch 11777/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1682 - acc: 0.9333 - val_loss: 1.8255 - val_acc: 0.6556
Epoch 11778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1681 - acc: 0.9333 - val_loss: 1.8256 - val_acc: 0.6556
Epoch 11779/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1681 - acc: 0.9333 - val_loss: 1.8256 - val_acc: 0.6556
Epoch 11780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1681 - acc: 0.9333 - val_loss: 1.8257 - val_acc: 0.6556
Epoch 11781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1681 - acc: 0.9333 - val_loss: 1.8258 - val_acc: 0.6556
Epoch 11782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1681 - acc: 0.9333 - val_loss: 1.8259 - val_acc: 0.6556
Epoch 11783/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1680 - acc: 0.9333 - val_loss: 1.8259 - val_acc: 0.6556
Epoch 11784/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1680 - acc: 0.9333 - val_loss: 1.8260 - val_acc: 0.6556
Epoch 11785/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1680 - acc: 0.9333 - val_loss: 1.8261 - val_acc: 0.6556
Epoch 11786/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1680 - acc: 0.9333 - val_loss: 1.8261 - val_acc: 0.6556
Epoch 11787/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1679 - acc: 0.9333 - val_loss: 1.8262 - val_acc: 0.6556
Epoch 11788/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1679 - acc: 0.9333 - val_loss: 1.8263 - val_acc: 0.6556
Epoch 11789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1679 - acc: 0.9333 - val_loss: 1.8263 - val_acc: 0.6556
Epoch 11790/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1679 - acc: 0.9333 - val_loss: 1.8264 - val_acc: 0.6556
Epoch 11791/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1679 - acc: 0.9333 - val_loss: 1.8264 - val_acc: 0.6556
Epoch 11792/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1678 - acc: 0.9333 - val_loss: 1.8265 - val_acc: 0.6500
Epoch 11793/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1678 - acc: 0.9347 - val_loss: 1.8266 - val_acc: 0.6500
Epoch 11794/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1678 - acc: 0.9347 - val_loss: 1.8266 - val_acc: 0.6389
Epoch 11795/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1678 - acc: 0.9347 - val_loss: 1.8267 - val_acc: 0.6389
Epoch 11796/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1678 - acc: 0.9347 - val_loss: 1.8267 - val_acc: 0.6389
Epoch 11797/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1677 - acc: 0.9347 - val_loss: 1.8268 - val_acc: 0.6389
Epoch 11798/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1677 - acc: 0.9347 - val_loss: 1.8268 - val_acc: 0.6389
Epoch 11799/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1677 - acc: 0.9347 - val_loss: 1.8269 - val_acc: 0.6389
Epoch 11800/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1677 - acc: 0.9347 - val_loss: 1.8269 - val_acc: 0.6389
Epoch 11801/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1676 - acc: 0.9347 - val_loss: 1.8270 - val_acc: 0.6389
Epoch 11802/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1676 - acc: 0.9347 - val_loss: 1.8271 - val_acc: 0.6389
Epoch 11803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1676 - acc: 0.9347 - val_loss: 1.8271 - val_acc: 0.6389
Epoch 11804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1676 - acc: 0.9347 - val_loss: 1.8272 - val_acc: 0.6389
Epoch 11805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1676 - acc: 0.9347 - val_loss: 1.8273 - val_acc: 0.6389
Epoch 11806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1675 - acc: 0.9347 - val_loss: 1.8274 - val_acc: 0.6389
Epoch 11807/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1675 - acc: 0.9347 - val_loss: 1.8275 - val_acc: 0.6389
Epoch 11808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1675 - acc: 0.9347 - val_loss: 1.8276 - val_acc: 0.6389
Epoch 11809/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1675 - acc: 0.9347 - val_loss: 1.8277 - val_acc: 0.6389
Epoch 11810/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1675 - acc: 0.9347 - val_loss: 1.8278 - val_acc: 0.6389
Epoch 11811/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1674 - acc: 0.9347 - val_loss: 1.8279 - val_acc: 0.6389
Epoch 11812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1674 - acc: 0.9347 - val_loss: 1.8280 - val_acc: 0.6389
Epoch 11813/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1674 - acc: 0.9347 - val_loss: 1.8281 - val_acc: 0.6389
Epoch 11814/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1674 - acc: 0.9347 - val_loss: 1.8282 - val_acc: 0.6389
Epoch 11815/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8284 - val_acc: 0.6389
Epoch 11816/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8285 - val_acc: 0.6389
Epoch 11817/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8286 - val_acc: 0.6389
Epoch 11818/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8288 - val_acc: 0.6389
Epoch 11819/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8289 - val_acc: 0.6389
Epoch 11820/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1672 - acc: 0.9347 - val_loss: 1.8291 - val_acc: 0.6389
Epoch 11821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9347 - val_loss: 1.8293 - val_acc: 0.6389
Epoch 11822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9347 - val_loss: 1.8294 - val_acc: 0.6389
Epoch 11823/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1672 - acc: 0.9347 - val_loss: 1.8296 - val_acc: 0.6389
Epoch 11824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9347 - val_loss: 1.8298 - val_acc: 0.6389
Epoch 11825/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8300 - val_acc: 0.6389
Epoch 11826/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8302 - val_acc: 0.6389
Epoch 11827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8304 - val_acc: 0.6389
Epoch 11828/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8306 - val_acc: 0.6389
Epoch 11829/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1670 - acc: 0.9347 - val_loss: 1.8309 - val_acc: 0.6389
Epoch 11830/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1670 - acc: 0.9347 - val_loss: 1.8311 - val_acc: 0.6389
Epoch 11831/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1670 - acc: 0.9347 - val_loss: 1.8314 - val_acc: 0.6389
Epoch 11832/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1670 - acc: 0.9347 - val_loss: 1.8317 - val_acc: 0.6389
Epoch 11833/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1669 - acc: 0.9347 - val_loss: 1.8321 - val_acc: 0.6389
Epoch 11834/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1669 - acc: 0.9347 - val_loss: 1.8324 - val_acc: 0.6389
Epoch 11835/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1669 - acc: 0.9347 - val_loss: 1.8327 - val_acc: 0.6389
Epoch 11836/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1669 - acc: 0.9347 - val_loss: 1.8330 - val_acc: 0.6389
Epoch 11837/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1668 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11838/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1668 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 11839/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1668 - acc: 0.9347 - val_loss: 1.8335 - val_acc: 0.6389
Epoch 11840/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1668 - acc: 0.9347 - val_loss: 1.8335 - val_acc: 0.6389
Epoch 11841/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1668 - acc: 0.9347 - val_loss: 1.8335 - val_acc: 0.6389
Epoch 11842/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 11843/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11844/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11845/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1666 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11848/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1666 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11849/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1666 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 11850/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1666 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11851/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1666 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 11852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8332 - val_acc: 0.6389
Epoch 11853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8335 - val_acc: 0.6389
Epoch 11854/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8337 - val_acc: 0.6389
Epoch 11856/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6389
Epoch 11857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9347 - val_loss: 1.8340 - val_acc: 0.6389
Epoch 11858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 11859/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9347 - val_loss: 1.8344 - val_acc: 0.6389
Epoch 11860/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1664 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6444
Epoch 11861/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1664 - acc: 0.9361 - val_loss: 1.8350 - val_acc: 0.6389
Epoch 11862/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1665 - acc: 0.9333 - val_loss: 1.8328 - val_acc: 0.6444
Epoch 11863/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1666 - acc: 0.9361 - val_loss: 1.8358 - val_acc: 0.6444
Epoch 11864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9361 - val_loss: 1.8320 - val_acc: 0.6500
Epoch 11865/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1673 - acc: 0.9347 - val_loss: 1.8373 - val_acc: 0.6444
Epoch 11866/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1682 - acc: 0.9361 - val_loss: 1.8306 - val_acc: 0.6500
Epoch 11867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1701 - acc: 0.9347 - val_loss: 1.8407 - val_acc: 0.6444
Epoch 11868/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1736 - acc: 0.9347 - val_loss: 1.8309 - val_acc: 0.6389
Epoch 11869/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1834 - acc: 0.9208 - val_loss: 1.8507 - val_acc: 0.6500
Epoch 11870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2035 - acc: 0.9083 - val_loss: 1.8865 - val_acc: 0.6278
Epoch 11871/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2945 - acc: 0.8542 - val_loss: 1.8530 - val_acc: 0.6111
Epoch 11872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6287 - acc: 0.7361 - val_loss: 2.1942 - val_acc: 0.5667
Epoch 11873/15000
720/720 [==============================] - 0s 10us/step - loss: 1.0272 - acc: 0.6625 - val_loss: 1.8710 - val_acc: 0.6333
Epoch 11874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4055 - acc: 0.8222 - val_loss: 1.8222 - val_acc: 0.6444
Epoch 11875/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3039 - acc: 0.8667 - val_loss: 1.9195 - val_acc: 0.6333
Epoch 11876/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5679 - acc: 0.7583 - val_loss: 1.8222 - val_acc: 0.6444
Epoch 11877/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3673 - acc: 0.8361 - val_loss: 1.8119 - val_acc: 0.6444
Epoch 11878/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2648 - acc: 0.8819 - val_loss: 1.8570 - val_acc: 0.5944
Epoch 11879/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3807 - acc: 0.8361 - val_loss: 1.8029 - val_acc: 0.6500
Epoch 11880/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2565 - acc: 0.8819 - val_loss: 1.7870 - val_acc: 0.6444
Epoch 11881/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2994 - acc: 0.8597 - val_loss: 1.8776 - val_acc: 0.6389
Epoch 11882/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4404 - acc: 0.7875 - val_loss: 1.7206 - val_acc: 0.6778
Epoch 11883/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2877 - acc: 0.8694 - val_loss: 1.7167 - val_acc: 0.6722
Epoch 11884/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2654 - acc: 0.8819 - val_loss: 1.8616 - val_acc: 0.6333
Epoch 11885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3777 - acc: 0.8194 - val_loss: 1.7658 - val_acc: 0.6611
Epoch 11886/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2538 - acc: 0.8903 - val_loss: 1.7253 - val_acc: 0.6444
Epoch 11887/15000
720/720 [==============================] - 0s 7us/step - loss: 0.2754 - acc: 0.8778 - val_loss: 1.8518 - val_acc: 0.6056
Epoch 11888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3630 - acc: 0.8278 - val_loss: 1.6866 - val_acc: 0.6722
Epoch 11889/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2355 - acc: 0.8931 - val_loss: 1.7525 - val_acc: 0.6444
Epoch 11890/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2956 - acc: 0.8611 - val_loss: 1.9113 - val_acc: 0.6222
Epoch 11891/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4156 - acc: 0.7986 - val_loss: 1.7381 - val_acc: 0.6778
Epoch 11892/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2383 - acc: 0.8944 - val_loss: 1.7486 - val_acc: 0.6556
Epoch 11893/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2827 - acc: 0.8681 - val_loss: 1.9081 - val_acc: 0.6222
Epoch 11894/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3929 - acc: 0.8167 - val_loss: 1.7620 - val_acc: 0.6500
Epoch 11895/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2316 - acc: 0.9083 - val_loss: 1.7151 - val_acc: 0.6389
Epoch 11896/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3373 - acc: 0.8444 - val_loss: 1.8264 - val_acc: 0.6222
Epoch 11897/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4049 - acc: 0.8111 - val_loss: 1.7309 - val_acc: 0.6611
Epoch 11898/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2299 - acc: 0.9028 - val_loss: 1.6620 - val_acc: 0.6389
Epoch 11899/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3994 - acc: 0.8083 - val_loss: 1.7747 - val_acc: 0.6611
Epoch 11900/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3625 - acc: 0.8417 - val_loss: 1.7460 - val_acc: 0.6722
Epoch 11901/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2872 - acc: 0.8750 - val_loss: 1.6703 - val_acc: 0.6611
Epoch 11902/15000
720/720 [==============================] - 0s 7us/step - loss: 0.4031 - acc: 0.8292 - val_loss: 1.7399 - val_acc: 0.6333
Epoch 11903/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2324 - acc: 0.8944 - val_loss: 1.7420 - val_acc: 0.6722
Epoch 11904/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3176 - acc: 0.8611 - val_loss: 1.7032 - val_acc: 0.6667
Epoch 11905/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2624 - acc: 0.8806 - val_loss: 1.7333 - val_acc: 0.6667
Epoch 11906/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2794 - acc: 0.8806 - val_loss: 1.8160 - val_acc: 0.6111
Epoch 11907/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2732 - acc: 0.8667 - val_loss: 1.7089 - val_acc: 0.6444
Epoch 11908/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2358 - acc: 0.8889 - val_loss: 1.7276 - val_acc: 0.6611
Epoch 11909/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2537 - acc: 0.8833 - val_loss: 1.7811 - val_acc: 0.6500
Epoch 11910/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2430 - acc: 0.9000 - val_loss: 1.7617 - val_acc: 0.6500
Epoch 11911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2166 - acc: 0.9097 - val_loss: 1.7211 - val_acc: 0.6611
Epoch 11912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2404 - acc: 0.9000 - val_loss: 1.7574 - val_acc: 0.6556
Epoch 11913/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1995 - acc: 0.9125 - val_loss: 1.8286 - val_acc: 0.6389
Epoch 11914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2170 - acc: 0.9042 - val_loss: 1.8146 - val_acc: 0.6333
Epoch 11915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2027 - acc: 0.9167 - val_loss: 1.7891 - val_acc: 0.6611
Epoch 11916/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2046 - acc: 0.9097 - val_loss: 1.7839 - val_acc: 0.6556
Epoch 11917/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1958 - acc: 0.9125 - val_loss: 1.8049 - val_acc: 0.6667
Epoch 11918/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2054 - acc: 0.9153 - val_loss: 1.8125 - val_acc: 0.6500
Epoch 11919/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1821 - acc: 0.9292 - val_loss: 1.8067 - val_acc: 0.6389
Epoch 11920/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1935 - acc: 0.9222 - val_loss: 1.8311 - val_acc: 0.6444
Epoch 11921/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1820 - acc: 0.9319 - val_loss: 1.8336 - val_acc: 0.6389
Epoch 11922/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1898 - acc: 0.9236 - val_loss: 1.8341 - val_acc: 0.6500
Epoch 11923/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1762 - acc: 0.9264 - val_loss: 1.8409 - val_acc: 0.6500
Epoch 11924/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1852 - acc: 0.9250 - val_loss: 1.8370 - val_acc: 0.6444
Epoch 11925/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1811 - acc: 0.9222 - val_loss: 1.8254 - val_acc: 0.6333
Epoch 11926/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1764 - acc: 0.9333 - val_loss: 1.8074 - val_acc: 0.6389
Epoch 11927/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1796 - acc: 0.9278 - val_loss: 1.8046 - val_acc: 0.6389
Epoch 11928/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1750 - acc: 0.9319 - val_loss: 1.8255 - val_acc: 0.6333
Epoch 11929/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1785 - acc: 0.9278 - val_loss: 1.8240 - val_acc: 0.6389
Epoch 11930/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9306 - val_loss: 1.8117 - val_acc: 0.6389
Epoch 11931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1759 - acc: 0.9222 - val_loss: 1.8223 - val_acc: 0.6278
Epoch 11932/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9333 - val_loss: 1.8339 - val_acc: 0.6222
Epoch 11933/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1739 - acc: 0.9319 - val_loss: 1.8363 - val_acc: 0.6333
Epoch 11934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9292 - val_loss: 1.8353 - val_acc: 0.6278
Epoch 11935/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1724 - acc: 0.9306 - val_loss: 1.8243 - val_acc: 0.6500
Epoch 11936/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9333 - val_loss: 1.8165 - val_acc: 0.6389
Epoch 11937/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1704 - acc: 0.9333 - val_loss: 1.8188 - val_acc: 0.6278
Epoch 11938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9333 - val_loss: 1.8263 - val_acc: 0.6556
Epoch 11939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1694 - acc: 0.9361 - val_loss: 1.8305 - val_acc: 0.6611
Epoch 11940/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1701 - acc: 0.9361 - val_loss: 1.8221 - val_acc: 0.6556
Epoch 11941/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1683 - acc: 0.9347 - val_loss: 1.8196 - val_acc: 0.6556
Epoch 11942/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1694 - acc: 0.9306 - val_loss: 1.8312 - val_acc: 0.6556
Epoch 11943/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1681 - acc: 0.9347 - val_loss: 1.8333 - val_acc: 0.6556
Epoch 11944/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9375 - val_loss: 1.8241 - val_acc: 0.6444
Epoch 11945/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1680 - acc: 0.9333 - val_loss: 1.8219 - val_acc: 0.6556
Epoch 11946/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1681 - acc: 0.9292 - val_loss: 1.8269 - val_acc: 0.6556
Epoch 11947/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1680 - acc: 0.9361 - val_loss: 1.8318 - val_acc: 0.6556
Epoch 11948/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1674 - acc: 0.9375 - val_loss: 1.8305 - val_acc: 0.6500
Epoch 11949/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1679 - acc: 0.9361 - val_loss: 1.8274 - val_acc: 0.6556
Epoch 11950/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1671 - acc: 0.9333 - val_loss: 1.8294 - val_acc: 0.6556
Epoch 11951/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1675 - acc: 0.9319 - val_loss: 1.8306 - val_acc: 0.6556
Epoch 11952/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9347 - val_loss: 1.8321 - val_acc: 0.6556
Epoch 11953/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8346 - val_acc: 0.6556
Epoch 11954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9361 - val_loss: 1.8325 - val_acc: 0.6500
Epoch 11955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1668 - acc: 0.9375 - val_loss: 1.8313 - val_acc: 0.6500
Epoch 11956/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9333 - val_loss: 1.8349 - val_acc: 0.6556
Epoch 11957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9319 - val_loss: 1.8375 - val_acc: 0.6500
Epoch 11958/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1667 - acc: 0.9347 - val_loss: 1.8372 - val_acc: 0.6556
Epoch 11959/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1664 - acc: 0.9333 - val_loss: 1.8356 - val_acc: 0.6556
Epoch 11960/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9347 - val_loss: 1.8362 - val_acc: 0.6500
Epoch 11961/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1663 - acc: 0.9361 - val_loss: 1.8380 - val_acc: 0.6500
Epoch 11962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9361 - val_loss: 1.8364 - val_acc: 0.6500
Epoch 11963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1662 - acc: 0.9347 - val_loss: 1.8352 - val_acc: 0.6500
Epoch 11964/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1662 - acc: 0.9347 - val_loss: 1.8348 - val_acc: 0.6500
Epoch 11965/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1662 - acc: 0.9347 - val_loss: 1.8334 - val_acc: 0.6500
Epoch 11966/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1660 - acc: 0.9347 - val_loss: 1.8341 - val_acc: 0.6556
Epoch 11967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1661 - acc: 0.9347 - val_loss: 1.8357 - val_acc: 0.6556
Epoch 11968/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1659 - acc: 0.9347 - val_loss: 1.8354 - val_acc: 0.6500
Epoch 11969/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1660 - acc: 0.9361 - val_loss: 1.8341 - val_acc: 0.6556
Epoch 11970/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1659 - acc: 0.9333 - val_loss: 1.8346 - val_acc: 0.6556
Epoch 11971/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1659 - acc: 0.9347 - val_loss: 1.8376 - val_acc: 0.6556
Epoch 11972/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9347 - val_loss: 1.8382 - val_acc: 0.6556
Epoch 11973/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9361 - val_loss: 1.8360 - val_acc: 0.6556
Epoch 11974/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9333 - val_loss: 1.8360 - val_acc: 0.6556
Epoch 11975/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1657 - acc: 0.9333 - val_loss: 1.8378 - val_acc: 0.6556
Epoch 11976/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1657 - acc: 0.9347 - val_loss: 1.8388 - val_acc: 0.6556
Epoch 11977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1656 - acc: 0.9361 - val_loss: 1.8385 - val_acc: 0.6556
Epoch 11978/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1656 - acc: 0.9333 - val_loss: 1.8383 - val_acc: 0.6556
Epoch 11979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1656 - acc: 0.9333 - val_loss: 1.8391 - val_acc: 0.6556
Epoch 11980/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9347 - val_loss: 1.8399 - val_acc: 0.6556
Epoch 11981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9347 - val_loss: 1.8404 - val_acc: 0.6556
Epoch 11982/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9347 - val_loss: 1.8405 - val_acc: 0.6556
Epoch 11983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1654 - acc: 0.9347 - val_loss: 1.8397 - val_acc: 0.6556
Epoch 11984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1654 - acc: 0.9333 - val_loss: 1.8401 - val_acc: 0.6556
Epoch 11985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1654 - acc: 0.9333 - val_loss: 1.8413 - val_acc: 0.6556
Epoch 11986/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1653 - acc: 0.9347 - val_loss: 1.8416 - val_acc: 0.6556
Epoch 11987/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1653 - acc: 0.9347 - val_loss: 1.8411 - val_acc: 0.6556
Epoch 11988/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1653 - acc: 0.9333 - val_loss: 1.8410 - val_acc: 0.6556
Epoch 11989/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1653 - acc: 0.9333 - val_loss: 1.8417 - val_acc: 0.6556
Epoch 11990/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1652 - acc: 0.9347 - val_loss: 1.8419 - val_acc: 0.6556
Epoch 11991/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1652 - acc: 0.9333 - val_loss: 1.8415 - val_acc: 0.6556
Epoch 11992/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1652 - acc: 0.9347 - val_loss: 1.8416 - val_acc: 0.6556
Epoch 11993/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1651 - acc: 0.9333 - val_loss: 1.8419 - val_acc: 0.6556
Epoch 11994/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1651 - acc: 0.9347 - val_loss: 1.8419 - val_acc: 0.6556
Epoch 11995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1651 - acc: 0.9333 - val_loss: 1.8423 - val_acc: 0.6556
Epoch 11996/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9333 - val_loss: 1.8425 - val_acc: 0.6556
Epoch 11997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9347 - val_loss: 1.8423 - val_acc: 0.6556
Epoch 11998/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1650 - acc: 0.9347 - val_loss: 1.8420 - val_acc: 0.6556
Epoch 11999/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1650 - acc: 0.9333 - val_loss: 1.8423 - val_acc: 0.6556
Epoch 12000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9333 - val_loss: 1.8427 - val_acc: 0.6556
Epoch 12001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9347 - val_loss: 1.8425 - val_acc: 0.6556
Epoch 12002/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9347 - val_loss: 1.8425 - val_acc: 0.6556
Epoch 12003/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1648 - acc: 0.9333 - val_loss: 1.8430 - val_acc: 0.6556
Epoch 12004/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1648 - acc: 0.9347 - val_loss: 1.8436 - val_acc: 0.6556
Epoch 12005/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1648 - acc: 0.9347 - val_loss: 1.8438 - val_acc: 0.6556
Epoch 12006/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1647 - acc: 0.9333 - val_loss: 1.8439 - val_acc: 0.6556
Epoch 12007/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9333 - val_loss: 1.8442 - val_acc: 0.6556
Epoch 12008/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1647 - acc: 0.9347 - val_loss: 1.8445 - val_acc: 0.6556
Epoch 12009/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1647 - acc: 0.9333 - val_loss: 1.8447 - val_acc: 0.6556
Epoch 12010/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1646 - acc: 0.9333 - val_loss: 1.8450 - val_acc: 0.6556
Epoch 12011/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1646 - acc: 0.9347 - val_loss: 1.8450 - val_acc: 0.6556
Epoch 12012/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1646 - acc: 0.9333 - val_loss: 1.8453 - val_acc: 0.6556
Epoch 12013/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1646 - acc: 0.9347 - val_loss: 1.8458 - val_acc: 0.6556
Epoch 12014/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1645 - acc: 0.9347 - val_loss: 1.8460 - val_acc: 0.6556
Epoch 12015/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1645 - acc: 0.9361 - val_loss: 1.8459 - val_acc: 0.6556
Epoch 12016/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1645 - acc: 0.9333 - val_loss: 1.8458 - val_acc: 0.6556
Epoch 12017/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1645 - acc: 0.9333 - val_loss: 1.8460 - val_acc: 0.6556
Epoch 12018/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1644 - acc: 0.9361 - val_loss: 1.8462 - val_acc: 0.6556
Epoch 12019/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1644 - acc: 0.9361 - val_loss: 1.8462 - val_acc: 0.6556
Epoch 12020/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1644 - acc: 0.9347 - val_loss: 1.8463 - val_acc: 0.6556
Epoch 12021/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1644 - acc: 0.9347 - val_loss: 1.8466 - val_acc: 0.6556
Epoch 12022/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1644 - acc: 0.9361 - val_loss: 1.8468 - val_acc: 0.6556
Epoch 12023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9361 - val_loss: 1.8470 - val_acc: 0.6556
Epoch 12024/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9347 - val_loss: 1.8472 - val_acc: 0.6556
Epoch 12025/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1643 - acc: 0.9361 - val_loss: 1.8474 - val_acc: 0.6556
Epoch 12026/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9347 - val_loss: 1.8475 - val_acc: 0.6556
Epoch 12027/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9347 - val_loss: 1.8478 - val_acc: 0.6556
Epoch 12028/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9347 - val_loss: 1.8480 - val_acc: 0.6556
Epoch 12029/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1642 - acc: 0.9347 - val_loss: 1.8481 - val_acc: 0.6556
Epoch 12030/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1642 - acc: 0.9347 - val_loss: 1.8483 - val_acc: 0.6556
Epoch 12031/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1641 - acc: 0.9347 - val_loss: 1.8485 - val_acc: 0.6556
Epoch 12032/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1641 - acc: 0.9347 - val_loss: 1.8486 - val_acc: 0.6556
Epoch 12033/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1641 - acc: 0.9347 - val_loss: 1.8487 - val_acc: 0.6556
Epoch 12034/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1641 - acc: 0.9347 - val_loss: 1.8488 - val_acc: 0.6556
Epoch 12035/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1641 - acc: 0.9347 - val_loss: 1.8489 - val_acc: 0.6556
Epoch 12036/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1640 - acc: 0.9347 - val_loss: 1.8491 - val_acc: 0.6556
Epoch 12037/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1640 - acc: 0.9347 - val_loss: 1.8492 - val_acc: 0.6556
Epoch 12038/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1640 - acc: 0.9333 - val_loss: 1.8494 - val_acc: 0.6556
Epoch 12039/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1640 - acc: 0.9347 - val_loss: 1.8495 - val_acc: 0.6556
Epoch 12040/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1639 - acc: 0.9347 - val_loss: 1.8496 - val_acc: 0.6556
Epoch 12041/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1639 - acc: 0.9333 - val_loss: 1.8498 - val_acc: 0.6556
Epoch 12042/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1639 - acc: 0.9347 - val_loss: 1.8499 - val_acc: 0.6556
Epoch 12043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9347 - val_loss: 1.8500 - val_acc: 0.6556
Epoch 12044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9361 - val_loss: 1.8501 - val_acc: 0.6556
Epoch 12045/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9361 - val_loss: 1.8503 - val_acc: 0.6556
Epoch 12046/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9347 - val_loss: 1.8504 - val_acc: 0.6556
Epoch 12047/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9347 - val_loss: 1.8505 - val_acc: 0.6556
Epoch 12048/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1638 - acc: 0.9361 - val_loss: 1.8506 - val_acc: 0.6556
Epoch 12049/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1637 - acc: 0.9361 - val_loss: 1.8508 - val_acc: 0.6556
Epoch 12050/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1637 - acc: 0.9361 - val_loss: 1.8509 - val_acc: 0.6556
Epoch 12051/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1637 - acc: 0.9361 - val_loss: 1.8510 - val_acc: 0.6556
Epoch 12052/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1637 - acc: 0.9361 - val_loss: 1.8512 - val_acc: 0.6556
Epoch 12053/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1637 - acc: 0.9361 - val_loss: 1.8513 - val_acc: 0.6556
Epoch 12054/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1636 - acc: 0.9361 - val_loss: 1.8514 - val_acc: 0.6556
Epoch 12055/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1636 - acc: 0.9361 - val_loss: 1.8516 - val_acc: 0.6556
Epoch 12056/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1636 - acc: 0.9361 - val_loss: 1.8518 - val_acc: 0.6556
Epoch 12057/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1636 - acc: 0.9361 - val_loss: 1.8519 - val_acc: 0.6556
Epoch 12058/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1636 - acc: 0.9361 - val_loss: 1.8521 - val_acc: 0.6556
Epoch 12059/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1635 - acc: 0.9361 - val_loss: 1.8522 - val_acc: 0.6556
Epoch 12060/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1635 - acc: 0.9361 - val_loss: 1.8524 - val_acc: 0.6556
Epoch 12061/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1635 - acc: 0.9361 - val_loss: 1.8525 - val_acc: 0.6556
Epoch 12062/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1635 - acc: 0.9361 - val_loss: 1.8527 - val_acc: 0.6556
Epoch 12063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9361 - val_loss: 1.8529 - val_acc: 0.6556
Epoch 12064/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1634 - acc: 0.9361 - val_loss: 1.8531 - val_acc: 0.6556
Epoch 12065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9361 - val_loss: 1.8532 - val_acc: 0.6556
Epoch 12066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9361 - val_loss: 1.8534 - val_acc: 0.6556
Epoch 12067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9361 - val_loss: 1.8536 - val_acc: 0.6556
Epoch 12068/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9361 - val_loss: 1.8537 - val_acc: 0.6556
Epoch 12069/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1633 - acc: 0.9361 - val_loss: 1.8539 - val_acc: 0.6556
Epoch 12070/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9361 - val_loss: 1.8541 - val_acc: 0.6556
Epoch 12071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1633 - acc: 0.9361 - val_loss: 1.8543 - val_acc: 0.6556
Epoch 12072/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9361 - val_loss: 1.8545 - val_acc: 0.6556
Epoch 12073/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1632 - acc: 0.9361 - val_loss: 1.8547 - val_acc: 0.6556
Epoch 12074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9361 - val_loss: 1.8550 - val_acc: 0.6556
Epoch 12075/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1632 - acc: 0.9361 - val_loss: 1.8552 - val_acc: 0.6556
Epoch 12076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9361 - val_loss: 1.8554 - val_acc: 0.6556
Epoch 12077/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9361 - val_loss: 1.8556 - val_acc: 0.6556
Epoch 12078/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9375 - val_loss: 1.8559 - val_acc: 0.6556
Epoch 12079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9375 - val_loss: 1.8561 - val_acc: 0.6556
Epoch 12080/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9375 - val_loss: 1.8564 - val_acc: 0.6556
Epoch 12081/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1631 - acc: 0.9375 - val_loss: 1.8566 - val_acc: 0.6500
Epoch 12082/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8569 - val_acc: 0.6500
Epoch 12083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8572 - val_acc: 0.6500
Epoch 12084/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8575 - val_acc: 0.6500
Epoch 12085/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8578 - val_acc: 0.6500
Epoch 12086/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1629 - acc: 0.9375 - val_loss: 1.8582 - val_acc: 0.6500
Epoch 12087/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1629 - acc: 0.9375 - val_loss: 1.8586 - val_acc: 0.6500
Epoch 12088/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1629 - acc: 0.9375 - val_loss: 1.8590 - val_acc: 0.6500
Epoch 12089/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1629 - acc: 0.9375 - val_loss: 1.8594 - val_acc: 0.6500
Epoch 12090/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1628 - acc: 0.9375 - val_loss: 1.8599 - val_acc: 0.6500
Epoch 12091/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1628 - acc: 0.9375 - val_loss: 1.8604 - val_acc: 0.6500
Epoch 12092/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1628 - acc: 0.9375 - val_loss: 1.8610 - val_acc: 0.6500
Epoch 12093/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1628 - acc: 0.9375 - val_loss: 1.8615 - val_acc: 0.6500
Epoch 12094/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9375 - val_loss: 1.8621 - val_acc: 0.6500
Epoch 12095/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1627 - acc: 0.9375 - val_loss: 1.8626 - val_acc: 0.6500
Epoch 12096/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1627 - acc: 0.9375 - val_loss: 1.8630 - val_acc: 0.6500
Epoch 12097/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9375 - val_loss: 1.8634 - val_acc: 0.6500
Epoch 12098/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1627 - acc: 0.9375 - val_loss: 1.8637 - val_acc: 0.6500
Epoch 12099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8639 - val_acc: 0.6500
Epoch 12100/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8641 - val_acc: 0.6500
Epoch 12101/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8643 - val_acc: 0.6500
Epoch 12102/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8644 - val_acc: 0.6500
Epoch 12103/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8646 - val_acc: 0.6500
Epoch 12104/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8647 - val_acc: 0.6500
Epoch 12105/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8649 - val_acc: 0.6500
Epoch 12106/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8650 - val_acc: 0.6500
Epoch 12107/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8651 - val_acc: 0.6500
Epoch 12108/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8652 - val_acc: 0.6500
Epoch 12109/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8653 - val_acc: 0.6500
Epoch 12110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8653 - val_acc: 0.6500
Epoch 12111/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8654 - val_acc: 0.6500
Epoch 12112/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8655 - val_acc: 0.6500
Epoch 12113/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8656 - val_acc: 0.6500
Epoch 12114/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8657 - val_acc: 0.6500
Epoch 12115/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8658 - val_acc: 0.6500
Epoch 12116/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8660 - val_acc: 0.6500
Epoch 12117/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8661 - val_acc: 0.6500
Epoch 12118/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1622 - acc: 0.9375 - val_loss: 1.8663 - val_acc: 0.6500
Epoch 12119/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1622 - acc: 0.9375 - val_loss: 1.8664 - val_acc: 0.6500
Epoch 12120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9375 - val_loss: 1.8665 - val_acc: 0.6500
Epoch 12121/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9375 - val_loss: 1.8666 - val_acc: 0.6500
Epoch 12122/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9375 - val_loss: 1.8667 - val_acc: 0.6500
Epoch 12123/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1621 - acc: 0.9375 - val_loss: 1.8668 - val_acc: 0.6500
Epoch 12124/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1621 - acc: 0.9375 - val_loss: 1.8668 - val_acc: 0.6500
Epoch 12125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1621 - acc: 0.9375 - val_loss: 1.8669 - val_acc: 0.6500
Epoch 12126/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1621 - acc: 0.9375 - val_loss: 1.8669 - val_acc: 0.6500
Epoch 12127/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1620 - acc: 0.9375 - val_loss: 1.8669 - val_acc: 0.6500
Epoch 12128/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1620 - acc: 0.9375 - val_loss: 1.8669 - val_acc: 0.6500
Epoch 12129/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1620 - acc: 0.9375 - val_loss: 1.8670 - val_acc: 0.6500
Epoch 12130/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1620 - acc: 0.9375 - val_loss: 1.8670 - val_acc: 0.6500
Epoch 12131/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1620 - acc: 0.9375 - val_loss: 1.8670 - val_acc: 0.6500
Epoch 12132/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1619 - acc: 0.9375 - val_loss: 1.8671 - val_acc: 0.6500
Epoch 12133/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1619 - acc: 0.9375 - val_loss: 1.8671 - val_acc: 0.6500
Epoch 12134/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1619 - acc: 0.9375 - val_loss: 1.8672 - val_acc: 0.6500
Epoch 12135/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1619 - acc: 0.9375 - val_loss: 1.8672 - val_acc: 0.6500
Epoch 12136/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1619 - acc: 0.9375 - val_loss: 1.8673 - val_acc: 0.6500
Epoch 12137/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1618 - acc: 0.9375 - val_loss: 1.8674 - val_acc: 0.6500
Epoch 12138/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1618 - acc: 0.9375 - val_loss: 1.8675 - val_acc: 0.6500
Epoch 12139/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1618 - acc: 0.9375 - val_loss: 1.8676 - val_acc: 0.6500
Epoch 12140/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1618 - acc: 0.9375 - val_loss: 1.8678 - val_acc: 0.6389
Epoch 12141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1618 - acc: 0.9375 - val_loss: 1.8679 - val_acc: 0.6389
Epoch 12142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1617 - acc: 0.9375 - val_loss: 1.8680 - val_acc: 0.6389
Epoch 12143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1617 - acc: 0.9375 - val_loss: 1.8682 - val_acc: 0.6389
Epoch 12144/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1617 - acc: 0.9375 - val_loss: 1.8683 - val_acc: 0.6389
Epoch 12145/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1617 - acc: 0.9375 - val_loss: 1.8684 - val_acc: 0.6389
Epoch 12146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1617 - acc: 0.9375 - val_loss: 1.8686 - val_acc: 0.6389
Epoch 12147/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1616 - acc: 0.9375 - val_loss: 1.8687 - val_acc: 0.6389
Epoch 12148/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1616 - acc: 0.9375 - val_loss: 1.8688 - val_acc: 0.6389
Epoch 12149/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1616 - acc: 0.9375 - val_loss: 1.8689 - val_acc: 0.6389
Epoch 12150/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1616 - acc: 0.9375 - val_loss: 1.8691 - val_acc: 0.6389
Epoch 12151/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1616 - acc: 0.9375 - val_loss: 1.8692 - val_acc: 0.6389
Epoch 12152/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1615 - acc: 0.9375 - val_loss: 1.8693 - val_acc: 0.6389
Epoch 12153/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1615 - acc: 0.9375 - val_loss: 1.8694 - val_acc: 0.6389
Epoch 12154/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1615 - acc: 0.9389 - val_loss: 1.8695 - val_acc: 0.6389
Epoch 12155/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1615 - acc: 0.9389 - val_loss: 1.8696 - val_acc: 0.6389
Epoch 12156/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1615 - acc: 0.9389 - val_loss: 1.8697 - val_acc: 0.6389
Epoch 12157/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8697 - val_acc: 0.6389
Epoch 12158/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8698 - val_acc: 0.6389
Epoch 12159/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8699 - val_acc: 0.6389
Epoch 12160/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8700 - val_acc: 0.6389
Epoch 12161/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8701 - val_acc: 0.6389
Epoch 12162/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9389 - val_loss: 1.8702 - val_acc: 0.6389
Epoch 12163/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9389 - val_loss: 1.8703 - val_acc: 0.6389
Epoch 12164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9389 - val_loss: 1.8704 - val_acc: 0.6389
Epoch 12165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9389 - val_loss: 1.8705 - val_acc: 0.6389
Epoch 12166/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9389 - val_loss: 1.8707 - val_acc: 0.6389
Epoch 12167/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9389 - val_loss: 1.8708 - val_acc: 0.6389
Epoch 12168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9389 - val_loss: 1.8709 - val_acc: 0.6389
Epoch 12169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9389 - val_loss: 1.8710 - val_acc: 0.6389
Epoch 12170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9389 - val_loss: 1.8712 - val_acc: 0.6389
Epoch 12171/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9389 - val_loss: 1.8713 - val_acc: 0.6389
Epoch 12172/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9389 - val_loss: 1.8714 - val_acc: 0.6389
Epoch 12173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9389 - val_loss: 1.8715 - val_acc: 0.6389
Epoch 12174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9389 - val_loss: 1.8716 - val_acc: 0.6389
Epoch 12175/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9389 - val_loss: 1.8717 - val_acc: 0.6389
Epoch 12176/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1611 - acc: 0.9389 - val_loss: 1.8718 - val_acc: 0.6389
Epoch 12177/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1610 - acc: 0.9389 - val_loss: 1.8720 - val_acc: 0.6389
Epoch 12178/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1610 - acc: 0.9375 - val_loss: 1.8721 - val_acc: 0.6389
Epoch 12179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1610 - acc: 0.9389 - val_loss: 1.8722 - val_acc: 0.6389
Epoch 12180/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1610 - acc: 0.9389 - val_loss: 1.8723 - val_acc: 0.6389
Epoch 12181/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1610 - acc: 0.9389 - val_loss: 1.8724 - val_acc: 0.6389
Epoch 12182/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8725 - val_acc: 0.6389
Epoch 12183/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8726 - val_acc: 0.6389
Epoch 12184/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8727 - val_acc: 0.6389
Epoch 12185/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8728 - val_acc: 0.6389
Epoch 12186/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8729 - val_acc: 0.6389
Epoch 12187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9389 - val_loss: 1.8730 - val_acc: 0.6389
Epoch 12188/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9389 - val_loss: 1.8731 - val_acc: 0.6389
Epoch 12189/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1608 - acc: 0.9389 - val_loss: 1.8732 - val_acc: 0.6389
Epoch 12190/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9389 - val_loss: 1.8733 - val_acc: 0.6389
Epoch 12191/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1608 - acc: 0.9389 - val_loss: 1.8734 - val_acc: 0.6389
Epoch 12192/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8735 - val_acc: 0.6389
Epoch 12193/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8737 - val_acc: 0.6389
Epoch 12194/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8737 - val_acc: 0.6389
Epoch 12195/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8739 - val_acc: 0.6389
Epoch 12196/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8739 - val_acc: 0.6389
Epoch 12197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1606 - acc: 0.9389 - val_loss: 1.8741 - val_acc: 0.6389
Epoch 12198/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1606 - acc: 0.9389 - val_loss: 1.8741 - val_acc: 0.6389
Epoch 12199/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1606 - acc: 0.9389 - val_loss: 1.8744 - val_acc: 0.6389
Epoch 12200/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1606 - acc: 0.9389 - val_loss: 1.8743 - val_acc: 0.6389
Epoch 12201/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1606 - acc: 0.9389 - val_loss: 1.8746 - val_acc: 0.6389
Epoch 12202/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9389 - val_loss: 1.8744 - val_acc: 0.6389
Epoch 12203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8749 - val_acc: 0.6389
Epoch 12204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9389 - val_loss: 1.8745 - val_acc: 0.6389
Epoch 12205/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8753 - val_acc: 0.6389
Epoch 12206/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9375 - val_loss: 1.8745 - val_acc: 0.6444
Epoch 12207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9389 - val_loss: 1.8759 - val_acc: 0.6389
Epoch 12208/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1606 - acc: 0.9403 - val_loss: 1.8744 - val_acc: 0.6444
Epoch 12209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9389 - val_loss: 1.8767 - val_acc: 0.6389
Epoch 12210/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8739 - val_acc: 0.6500
Epoch 12211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8783 - val_acc: 0.6389
Epoch 12212/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8732 - val_acc: 0.6500
Epoch 12213/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1644 - acc: 0.9361 - val_loss: 1.8818 - val_acc: 0.6333
Epoch 12214/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1684 - acc: 0.9375 - val_loss: 1.8753 - val_acc: 0.6278
Epoch 12215/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1805 - acc: 0.9264 - val_loss: 1.8927 - val_acc: 0.6389
Epoch 12216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2079 - acc: 0.9069 - val_loss: 1.9644 - val_acc: 0.6222
Epoch 12217/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3488 - acc: 0.8403 - val_loss: 1.9069 - val_acc: 0.6111
Epoch 12218/15000
720/720 [==============================] - 0s 25us/step - loss: 0.9374 - acc: 0.6667 - val_loss: 2.1636 - val_acc: 0.5833
Epoch 12219/15000
720/720 [==============================] - 0s 12us/step - loss: 0.6690 - acc: 0.7167 - val_loss: 1.8224 - val_acc: 0.6111
Epoch 12220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5408 - acc: 0.7611 - val_loss: 1.7871 - val_acc: 0.6444
Epoch 12221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2505 - acc: 0.8972 - val_loss: 1.8644 - val_acc: 0.6444
Epoch 12222/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3371 - acc: 0.8500 - val_loss: 1.8305 - val_acc: 0.6167
Epoch 12223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5911 - acc: 0.7694 - val_loss: 1.8322 - val_acc: 0.6500
Epoch 12224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2620 - acc: 0.8833 - val_loss: 1.9127 - val_acc: 0.5944
Epoch 12225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3724 - acc: 0.8333 - val_loss: 1.7428 - val_acc: 0.6500
Epoch 12226/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5482 - acc: 0.7639 - val_loss: 1.7930 - val_acc: 0.6722
Epoch 12227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2592 - acc: 0.8903 - val_loss: 1.9597 - val_acc: 0.6278
Epoch 12228/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5647 - acc: 0.7375 - val_loss: 1.6537 - val_acc: 0.6389
Epoch 12229/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7700 - acc: 0.7000 - val_loss: 1.6918 - val_acc: 0.6333
Epoch 12230/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3550 - acc: 0.8431 - val_loss: 2.0000 - val_acc: 0.5778
Epoch 12231/15000
720/720 [==============================] - 0s 10us/step - loss: 0.7102 - acc: 0.7125 - val_loss: 1.7432 - val_acc: 0.6556
Epoch 12232/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3173 - acc: 0.8597 - val_loss: 1.6946 - val_acc: 0.6000
Epoch 12233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6097 - acc: 0.7583 - val_loss: 1.7246 - val_acc: 0.6167
Epoch 12234/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2879 - acc: 0.8778 - val_loss: 1.8199 - val_acc: 0.6111
Epoch 12235/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5365 - acc: 0.7583 - val_loss: 1.6472 - val_acc: 0.6556
Epoch 12236/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3360 - acc: 0.8486 - val_loss: 1.6289 - val_acc: 0.6278
Epoch 12237/15000
720/720 [==============================] - 0s 24us/step - loss: 0.5042 - acc: 0.7750 - val_loss: 1.7522 - val_acc: 0.6278
Epoch 12238/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2745 - acc: 0.8861 - val_loss: 1.9106 - val_acc: 0.6167
Epoch 12239/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4844 - acc: 0.7806 - val_loss: 1.6873 - val_acc: 0.6667
Epoch 12240/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3120 - acc: 0.8542 - val_loss: 1.6794 - val_acc: 0.6333
Epoch 12241/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4168 - acc: 0.8014 - val_loss: 1.8126 - val_acc: 0.6333
Epoch 12242/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3414 - acc: 0.8458 - val_loss: 1.8529 - val_acc: 0.6111
Epoch 12243/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3929 - acc: 0.8083 - val_loss: 1.7063 - val_acc: 0.6667
Epoch 12244/15000
720/720 [==============================] - 0s 7us/step - loss: 0.3200 - acc: 0.8403 - val_loss: 1.7244 - val_acc: 0.6722
Epoch 12245/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3202 - acc: 0.8486 - val_loss: 1.8875 - val_acc: 0.6222
Epoch 12246/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3365 - acc: 0.8444 - val_loss: 1.8383 - val_acc: 0.6389
Epoch 12247/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2762 - acc: 0.8792 - val_loss: 1.7573 - val_acc: 0.6444
Epoch 12248/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3052 - acc: 0.8653 - val_loss: 1.7361 - val_acc: 0.6611
Epoch 12249/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2528 - acc: 0.8875 - val_loss: 1.7899 - val_acc: 0.6333
Epoch 12250/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2700 - acc: 0.8778 - val_loss: 1.7778 - val_acc: 0.6611
Epoch 12251/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2305 - acc: 0.9014 - val_loss: 1.8289 - val_acc: 0.6389
Epoch 12252/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2647 - acc: 0.8806 - val_loss: 1.7671 - val_acc: 0.6333
Epoch 12253/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2333 - acc: 0.8917 - val_loss: 1.7914 - val_acc: 0.6167
Epoch 12254/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2213 - acc: 0.9000 - val_loss: 1.7862 - val_acc: 0.6444
Epoch 12255/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2397 - acc: 0.8931 - val_loss: 1.8139 - val_acc: 0.6444
Epoch 12256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2304 - acc: 0.9014 - val_loss: 1.8324 - val_acc: 0.6389
Epoch 12257/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1979 - acc: 0.9167 - val_loss: 1.8190 - val_acc: 0.6389
Epoch 12258/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2341 - acc: 0.9014 - val_loss: 1.7885 - val_acc: 0.6444
Epoch 12259/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2004 - acc: 0.9153 - val_loss: 1.7963 - val_acc: 0.6556
Epoch 12260/15000
720/720 [==============================] - 0s 28us/step - loss: 0.2012 - acc: 0.9167 - val_loss: 1.8270 - val_acc: 0.6444
Epoch 12261/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2054 - acc: 0.9167 - val_loss: 1.8268 - val_acc: 0.6611
Epoch 12262/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1940 - acc: 0.9222 - val_loss: 1.7952 - val_acc: 0.6500
Epoch 12263/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1918 - acc: 0.9181 - val_loss: 1.8052 - val_acc: 0.6500
Epoch 12264/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1969 - acc: 0.9236 - val_loss: 1.8421 - val_acc: 0.6500
Epoch 12265/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1872 - acc: 0.9264 - val_loss: 1.8445 - val_acc: 0.6500
Epoch 12266/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1843 - acc: 0.9319 - val_loss: 1.8285 - val_acc: 0.6500
Epoch 12267/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1896 - acc: 0.9250 - val_loss: 1.8199 - val_acc: 0.6500
Epoch 12268/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1795 - acc: 0.9306 - val_loss: 1.8235 - val_acc: 0.6333
Epoch 12269/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1822 - acc: 0.9306 - val_loss: 1.8383 - val_acc: 0.6333
Epoch 12270/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1773 - acc: 0.9292 - val_loss: 1.8405 - val_acc: 0.6333
Epoch 12271/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1802 - acc: 0.9250 - val_loss: 1.8373 - val_acc: 0.6444
Epoch 12272/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1745 - acc: 0.9361 - val_loss: 1.8309 - val_acc: 0.6333
Epoch 12273/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1778 - acc: 0.9278 - val_loss: 1.8215 - val_acc: 0.6389
Epoch 12274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1751 - acc: 0.9250 - val_loss: 1.8385 - val_acc: 0.6333
Epoch 12275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9264 - val_loss: 1.8616 - val_acc: 0.6389
Epoch 12276/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1745 - acc: 0.9319 - val_loss: 1.8570 - val_acc: 0.6389
Epoch 12277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1709 - acc: 0.9361 - val_loss: 1.8448 - val_acc: 0.6333
Epoch 12278/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1715 - acc: 0.9347 - val_loss: 1.8525 - val_acc: 0.6222
Epoch 12279/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1696 - acc: 0.9417 - val_loss: 1.8585 - val_acc: 0.6389
Epoch 12280/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1709 - acc: 0.9417 - val_loss: 1.8595 - val_acc: 0.6333
Epoch 12281/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1684 - acc: 0.9403 - val_loss: 1.8537 - val_acc: 0.6278
Epoch 12282/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1688 - acc: 0.9375 - val_loss: 1.8498 - val_acc: 0.6278
Epoch 12283/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1689 - acc: 0.9417 - val_loss: 1.8515 - val_acc: 0.6444
Epoch 12284/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1672 - acc: 0.9444 - val_loss: 1.8536 - val_acc: 0.6444
Epoch 12285/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1680 - acc: 0.9403 - val_loss: 1.8554 - val_acc: 0.6444
Epoch 12286/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1671 - acc: 0.9347 - val_loss: 1.8574 - val_acc: 0.6389
Epoch 12287/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1673 - acc: 0.9333 - val_loss: 1.8531 - val_acc: 0.6444
Epoch 12288/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1661 - acc: 0.9333 - val_loss: 1.8572 - val_acc: 0.6444
Epoch 12289/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1665 - acc: 0.9389 - val_loss: 1.8670 - val_acc: 0.6444
Epoch 12290/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1663 - acc: 0.9347 - val_loss: 1.8611 - val_acc: 0.6444
Epoch 12291/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1655 - acc: 0.9389 - val_loss: 1.8534 - val_acc: 0.6444
Epoch 12292/15000
720/720 [==============================] - 0s 31us/step - loss: 0.1657 - acc: 0.9361 - val_loss: 1.8551 - val_acc: 0.6389
Epoch 12293/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1653 - acc: 0.9375 - val_loss: 1.8576 - val_acc: 0.6444
Epoch 12294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1654 - acc: 0.9389 - val_loss: 1.8573 - val_acc: 0.6389
Epoch 12295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9375 - val_loss: 1.8554 - val_acc: 0.6389
Epoch 12296/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9389 - val_loss: 1.8555 - val_acc: 0.6389
Epoch 12297/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9389 - val_loss: 1.8579 - val_acc: 0.6389
Epoch 12298/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9403 - val_loss: 1.8567 - val_acc: 0.6500
Epoch 12299/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1644 - acc: 0.9361 - val_loss: 1.8560 - val_acc: 0.6444
Epoch 12300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9403 - val_loss: 1.8574 - val_acc: 0.6389
Epoch 12301/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1644 - acc: 0.9389 - val_loss: 1.8559 - val_acc: 0.6389
Epoch 12302/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1640 - acc: 0.9361 - val_loss: 1.8578 - val_acc: 0.6444
Epoch 12303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1640 - acc: 0.9375 - val_loss: 1.8620 - val_acc: 0.6389
Epoch 12304/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1639 - acc: 0.9375 - val_loss: 1.8611 - val_acc: 0.6444
Epoch 12305/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9389 - val_loss: 1.8597 - val_acc: 0.6500
Epoch 12306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1637 - acc: 0.9375 - val_loss: 1.8606 - val_acc: 0.6389
Epoch 12307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1636 - acc: 0.9389 - val_loss: 1.8619 - val_acc: 0.6500
Epoch 12308/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1636 - acc: 0.9389 - val_loss: 1.8623 - val_acc: 0.6444
Epoch 12309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9389 - val_loss: 1.8608 - val_acc: 0.6444
Epoch 12310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9389 - val_loss: 1.8612 - val_acc: 0.6500
Epoch 12311/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9375 - val_loss: 1.8637 - val_acc: 0.6389
Epoch 12312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9389 - val_loss: 1.8645 - val_acc: 0.6389
Epoch 12313/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1632 - acc: 0.9389 - val_loss: 1.8655 - val_acc: 0.6444
Epoch 12314/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1631 - acc: 0.9361 - val_loss: 1.8652 - val_acc: 0.6389
Epoch 12315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9389 - val_loss: 1.8637 - val_acc: 0.6444
Epoch 12316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8652 - val_acc: 0.6444
Epoch 12317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1629 - acc: 0.9361 - val_loss: 1.8665 - val_acc: 0.6444
Epoch 12318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1628 - acc: 0.9389 - val_loss: 1.8652 - val_acc: 0.6444
Epoch 12319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1628 - acc: 0.9375 - val_loss: 1.8646 - val_acc: 0.6389
Epoch 12320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1628 - acc: 0.9389 - val_loss: 1.8659 - val_acc: 0.6444
Epoch 12321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9361 - val_loss: 1.8681 - val_acc: 0.6389
Epoch 12322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8686 - val_acc: 0.6389
Epoch 12323/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1626 - acc: 0.9375 - val_loss: 1.8681 - val_acc: 0.6389
Epoch 12324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9403 - val_loss: 1.8693 - val_acc: 0.6333
Epoch 12325/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1625 - acc: 0.9375 - val_loss: 1.8699 - val_acc: 0.6333
Epoch 12326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1624 - acc: 0.9375 - val_loss: 1.8694 - val_acc: 0.6333
Epoch 12327/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1624 - acc: 0.9389 - val_loss: 1.8700 - val_acc: 0.6333
Epoch 12328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8703 - val_acc: 0.6333
Epoch 12329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1623 - acc: 0.9375 - val_loss: 1.8703 - val_acc: 0.6389
Epoch 12330/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1623 - acc: 0.9389 - val_loss: 1.8711 - val_acc: 0.6389
Epoch 12331/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1622 - acc: 0.9389 - val_loss: 1.8715 - val_acc: 0.6333
Epoch 12332/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1622 - acc: 0.9389 - val_loss: 1.8715 - val_acc: 0.6333
Epoch 12333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1621 - acc: 0.9375 - val_loss: 1.8713 - val_acc: 0.6333
Epoch 12334/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1621 - acc: 0.9403 - val_loss: 1.8719 - val_acc: 0.6333
Epoch 12335/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1621 - acc: 0.9403 - val_loss: 1.8731 - val_acc: 0.6333
Epoch 12336/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1620 - acc: 0.9389 - val_loss: 1.8731 - val_acc: 0.6333
Epoch 12337/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1620 - acc: 0.9389 - val_loss: 1.8731 - val_acc: 0.6333
Epoch 12338/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1619 - acc: 0.9389 - val_loss: 1.8735 - val_acc: 0.6333
Epoch 12339/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1619 - acc: 0.9389 - val_loss: 1.8735 - val_acc: 0.6333
Epoch 12340/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1619 - acc: 0.9389 - val_loss: 1.8735 - val_acc: 0.6389
Epoch 12341/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1618 - acc: 0.9403 - val_loss: 1.8737 - val_acc: 0.6333
Epoch 12342/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1618 - acc: 0.9403 - val_loss: 1.8736 - val_acc: 0.6333
Epoch 12343/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1618 - acc: 0.9403 - val_loss: 1.8738 - val_acc: 0.6333
Epoch 12344/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1617 - acc: 0.9403 - val_loss: 1.8741 - val_acc: 0.6333
Epoch 12345/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1617 - acc: 0.9403 - val_loss: 1.8742 - val_acc: 0.6333
Epoch 12346/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1617 - acc: 0.9403 - val_loss: 1.8742 - val_acc: 0.6333
Epoch 12347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1616 - acc: 0.9403 - val_loss: 1.8743 - val_acc: 0.6333
Epoch 12348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1616 - acc: 0.9403 - val_loss: 1.8747 - val_acc: 0.6389
Epoch 12349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1616 - acc: 0.9389 - val_loss: 1.8745 - val_acc: 0.6333
Epoch 12350/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1615 - acc: 0.9403 - val_loss: 1.8740 - val_acc: 0.6333
Epoch 12351/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1615 - acc: 0.9417 - val_loss: 1.8742 - val_acc: 0.6333
Epoch 12352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9403 - val_loss: 1.8744 - val_acc: 0.6333
Epoch 12353/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1614 - acc: 0.9403 - val_loss: 1.8744 - val_acc: 0.6333
Epoch 12354/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1614 - acc: 0.9417 - val_loss: 1.8744 - val_acc: 0.6333
Epoch 12355/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1613 - acc: 0.9403 - val_loss: 1.8744 - val_acc: 0.6333
Epoch 12356/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1613 - acc: 0.9417 - val_loss: 1.8745 - val_acc: 0.6333
Epoch 12357/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1613 - acc: 0.9403 - val_loss: 1.8746 - val_acc: 0.6333
Epoch 12358/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1613 - acc: 0.9403 - val_loss: 1.8747 - val_acc: 0.6333
Epoch 12359/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1612 - acc: 0.9417 - val_loss: 1.8749 - val_acc: 0.6333
Epoch 12360/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1612 - acc: 0.9417 - val_loss: 1.8749 - val_acc: 0.6389
Epoch 12361/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1612 - acc: 0.9403 - val_loss: 1.8751 - val_acc: 0.6389
Epoch 12362/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1611 - acc: 0.9403 - val_loss: 1.8753 - val_acc: 0.6389
Epoch 12363/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1611 - acc: 0.9403 - val_loss: 1.8752 - val_acc: 0.6389
Epoch 12364/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1611 - acc: 0.9403 - val_loss: 1.8753 - val_acc: 0.6389
Epoch 12365/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1610 - acc: 0.9403 - val_loss: 1.8755 - val_acc: 0.6389
Epoch 12366/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1610 - acc: 0.9403 - val_loss: 1.8757 - val_acc: 0.6389
Epoch 12367/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1610 - acc: 0.9403 - val_loss: 1.8758 - val_acc: 0.6389
Epoch 12368/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1609 - acc: 0.9403 - val_loss: 1.8758 - val_acc: 0.6389
Epoch 12369/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1609 - acc: 0.9403 - val_loss: 1.8759 - val_acc: 0.6389
Epoch 12370/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1609 - acc: 0.9403 - val_loss: 1.8760 - val_acc: 0.6389
Epoch 12371/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1609 - acc: 0.9403 - val_loss: 1.8762 - val_acc: 0.6389
Epoch 12372/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1608 - acc: 0.9403 - val_loss: 1.8763 - val_acc: 0.6389
Epoch 12373/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1608 - acc: 0.9403 - val_loss: 1.8762 - val_acc: 0.6389
Epoch 12374/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1608 - acc: 0.9403 - val_loss: 1.8763 - val_acc: 0.6389
Epoch 12375/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1607 - acc: 0.9403 - val_loss: 1.8764 - val_acc: 0.6389
Epoch 12376/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1607 - acc: 0.9403 - val_loss: 1.8765 - val_acc: 0.6389
Epoch 12377/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1607 - acc: 0.9403 - val_loss: 1.8765 - val_acc: 0.6389
Epoch 12378/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1607 - acc: 0.9403 - val_loss: 1.8766 - val_acc: 0.6389
Epoch 12379/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1606 - acc: 0.9403 - val_loss: 1.8767 - val_acc: 0.6389
Epoch 12380/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1606 - acc: 0.9403 - val_loss: 1.8768 - val_acc: 0.6389
Epoch 12381/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1606 - acc: 0.9403 - val_loss: 1.8767 - val_acc: 0.6389
Epoch 12382/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1606 - acc: 0.9403 - val_loss: 1.8768 - val_acc: 0.6389
Epoch 12383/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8769 - val_acc: 0.6389
Epoch 12384/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8769 - val_acc: 0.6389
Epoch 12385/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8770 - val_acc: 0.6389
Epoch 12386/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1605 - acc: 0.9403 - val_loss: 1.8770 - val_acc: 0.6389
Epoch 12387/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9403 - val_loss: 1.8770 - val_acc: 0.6389
Epoch 12388/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1604 - acc: 0.9403 - val_loss: 1.8770 - val_acc: 0.6389
Epoch 12389/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9403 - val_loss: 1.8771 - val_acc: 0.6389
Epoch 12390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9403 - val_loss: 1.8771 - val_acc: 0.6389
Epoch 12391/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1603 - acc: 0.9403 - val_loss: 1.8771 - val_acc: 0.6389
Epoch 12392/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1603 - acc: 0.9403 - val_loss: 1.8772 - val_acc: 0.6389
Epoch 12393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1603 - acc: 0.9403 - val_loss: 1.8773 - val_acc: 0.6389
Epoch 12394/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1603 - acc: 0.9403 - val_loss: 1.8773 - val_acc: 0.6389
Epoch 12395/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9403 - val_loss: 1.8774 - val_acc: 0.6389
Epoch 12396/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9403 - val_loss: 1.8774 - val_acc: 0.6389
Epoch 12397/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9403 - val_loss: 1.8774 - val_acc: 0.6389
Epoch 12398/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9403 - val_loss: 1.8775 - val_acc: 0.6389
Epoch 12399/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1601 - acc: 0.9403 - val_loss: 1.8775 - val_acc: 0.6389
Epoch 12400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1601 - acc: 0.9403 - val_loss: 1.8776 - val_acc: 0.6389
Epoch 12401/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1601 - acc: 0.9403 - val_loss: 1.8776 - val_acc: 0.6389
Epoch 12402/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1601 - acc: 0.9403 - val_loss: 1.8777 - val_acc: 0.6389
Epoch 12403/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1600 - acc: 0.9403 - val_loss: 1.8777 - val_acc: 0.6389
Epoch 12404/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1600 - acc: 0.9403 - val_loss: 1.8778 - val_acc: 0.6389
Epoch 12405/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1600 - acc: 0.9403 - val_loss: 1.8778 - val_acc: 0.6389
Epoch 12406/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1600 - acc: 0.9403 - val_loss: 1.8779 - val_acc: 0.6389
Epoch 12407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9403 - val_loss: 1.8779 - val_acc: 0.6389
Epoch 12408/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1599 - acc: 0.9403 - val_loss: 1.8779 - val_acc: 0.6389
Epoch 12409/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9403 - val_loss: 1.8780 - val_acc: 0.6389
Epoch 12410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9403 - val_loss: 1.8780 - val_acc: 0.6389
Epoch 12411/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1598 - acc: 0.9403 - val_loss: 1.8781 - val_acc: 0.6389
Epoch 12412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1598 - acc: 0.9403 - val_loss: 1.8781 - val_acc: 0.6389
Epoch 12413/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1598 - acc: 0.9403 - val_loss: 1.8782 - val_acc: 0.6389
Epoch 12414/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1598 - acc: 0.9417 - val_loss: 1.8782 - val_acc: 0.6389
Epoch 12415/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1598 - acc: 0.9417 - val_loss: 1.8783 - val_acc: 0.6389
Epoch 12416/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9417 - val_loss: 1.8783 - val_acc: 0.6389
Epoch 12417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9417 - val_loss: 1.8784 - val_acc: 0.6389
Epoch 12418/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9417 - val_loss: 1.8784 - val_acc: 0.6389
Epoch 12419/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1597 - acc: 0.9417 - val_loss: 1.8785 - val_acc: 0.6389
Epoch 12420/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1596 - acc: 0.9417 - val_loss: 1.8785 - val_acc: 0.6389
Epoch 12421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1596 - acc: 0.9417 - val_loss: 1.8785 - val_acc: 0.6389
Epoch 12422/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1596 - acc: 0.9417 - val_loss: 1.8786 - val_acc: 0.6389
Epoch 12423/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1596 - acc: 0.9417 - val_loss: 1.8786 - val_acc: 0.6389
Epoch 12424/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.8787 - val_acc: 0.6389
Epoch 12425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.8787 - val_acc: 0.6389
Epoch 12426/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.8788 - val_acc: 0.6389
Epoch 12427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.8788 - val_acc: 0.6389
Epoch 12428/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.8789 - val_acc: 0.6389
Epoch 12429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1594 - acc: 0.9417 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12430/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1594 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12431/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1594 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12432/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1594 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12433/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1593 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12434/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1593 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12435/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1593 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12436/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1593 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12437/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12440/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12442/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12443/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12447/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12449/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12450/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12451/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12452/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12453/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12454/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1588 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12455/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1588 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12456/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1588 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12457/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1588 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12458/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1587 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12459/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1587 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12460/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1587 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12461/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1587 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12462/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.8789 - val_acc: 0.6333
Epoch 12463/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12464/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.8790 - val_acc: 0.6333
Epoch 12465/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 12466/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.8792 - val_acc: 0.6333
Epoch 12467/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1585 - acc: 0.9431 - val_loss: 1.8793 - val_acc: 0.6333
Epoch 12468/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1585 - acc: 0.9431 - val_loss: 1.8794 - val_acc: 0.6333
Epoch 12469/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1585 - acc: 0.9431 - val_loss: 1.8795 - val_acc: 0.6333
Epoch 12470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9431 - val_loss: 1.8796 - val_acc: 0.6333
Epoch 12471/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.8797 - val_acc: 0.6333
Epoch 12472/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.8798 - val_acc: 0.6333
Epoch 12473/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.8800 - val_acc: 0.6333
Epoch 12474/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.8801 - val_acc: 0.6333
Epoch 12475/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.8802 - val_acc: 0.6333
Epoch 12476/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1583 - acc: 0.9431 - val_loss: 1.8804 - val_acc: 0.6333
Epoch 12477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9431 - val_loss: 1.8805 - val_acc: 0.6333
Epoch 12478/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1583 - acc: 0.9431 - val_loss: 1.8806 - val_acc: 0.6333
Epoch 12479/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1583 - acc: 0.9431 - val_loss: 1.8808 - val_acc: 0.6333
Epoch 12480/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1582 - acc: 0.9431 - val_loss: 1.8810 - val_acc: 0.6333
Epoch 12481/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1582 - acc: 0.9431 - val_loss: 1.8811 - val_acc: 0.6333
Epoch 12482/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1582 - acc: 0.9431 - val_loss: 1.8813 - val_acc: 0.6333
Epoch 12483/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1582 - acc: 0.9431 - val_loss: 1.8814 - val_acc: 0.6333
Epoch 12484/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1582 - acc: 0.9431 - val_loss: 1.8816 - val_acc: 0.6333
Epoch 12485/15000
720/720 [==============================] - 0s 32us/step - loss: 0.1581 - acc: 0.9431 - val_loss: 1.8818 - val_acc: 0.6333
Epoch 12486/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1581 - acc: 0.9431 - val_loss: 1.8819 - val_acc: 0.6333
Epoch 12487/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1581 - acc: 0.9431 - val_loss: 1.8821 - val_acc: 0.6333
Epoch 12488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1581 - acc: 0.9431 - val_loss: 1.8823 - val_acc: 0.6333
Epoch 12489/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.8824 - val_acc: 0.6333
Epoch 12490/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.8825 - val_acc: 0.6389
Epoch 12491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.8827 - val_acc: 0.6389
Epoch 12492/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.8828 - val_acc: 0.6389
Epoch 12493/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.8829 - val_acc: 0.6389
Epoch 12494/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.8831 - val_acc: 0.6389
Epoch 12495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.8832 - val_acc: 0.6389
Epoch 12496/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.8833 - val_acc: 0.6389
Epoch 12497/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.8834 - val_acc: 0.6389
Epoch 12498/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.8835 - val_acc: 0.6389
Epoch 12499/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.8836 - val_acc: 0.6389
Epoch 12500/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.8837 - val_acc: 0.6389
Epoch 12501/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.8838 - val_acc: 0.6389
Epoch 12502/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.8839 - val_acc: 0.6389
Epoch 12503/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1577 - acc: 0.9431 - val_loss: 1.8840 - val_acc: 0.6389
Epoch 12504/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1577 - acc: 0.9431 - val_loss: 1.8841 - val_acc: 0.6389
Epoch 12505/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1577 - acc: 0.9431 - val_loss: 1.8842 - val_acc: 0.6389
Epoch 12506/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1577 - acc: 0.9431 - val_loss: 1.8843 - val_acc: 0.6389
Epoch 12507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9431 - val_loss: 1.8844 - val_acc: 0.6389
Epoch 12508/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9431 - val_loss: 1.8845 - val_acc: 0.6389
Epoch 12509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9431 - val_loss: 1.8847 - val_acc: 0.6389
Epoch 12510/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1576 - acc: 0.9431 - val_loss: 1.8848 - val_acc: 0.6389
Epoch 12511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9431 - val_loss: 1.8849 - val_acc: 0.6389
Epoch 12512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.8850 - val_acc: 0.6389
Epoch 12513/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.8851 - val_acc: 0.6389
Epoch 12514/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.8853 - val_acc: 0.6389
Epoch 12515/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.8854 - val_acc: 0.6389
Epoch 12516/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.8855 - val_acc: 0.6389
Epoch 12517/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1574 - acc: 0.9431 - val_loss: 1.8856 - val_acc: 0.6389
Epoch 12518/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1574 - acc: 0.9431 - val_loss: 1.8857 - val_acc: 0.6389
Epoch 12519/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1574 - acc: 0.9431 - val_loss: 1.8859 - val_acc: 0.6389
Epoch 12520/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9431 - val_loss: 1.8860 - val_acc: 0.6389
Epoch 12521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9431 - val_loss: 1.8861 - val_acc: 0.6389
Epoch 12522/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1573 - acc: 0.9431 - val_loss: 1.8863 - val_acc: 0.6389
Epoch 12523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9431 - val_loss: 1.8864 - val_acc: 0.6389
Epoch 12524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9431 - val_loss: 1.8865 - val_acc: 0.6389
Epoch 12525/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1573 - acc: 0.9431 - val_loss: 1.8866 - val_acc: 0.6389
Epoch 12526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.8868 - val_acc: 0.6389
Epoch 12527/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.8869 - val_acc: 0.6389
Epoch 12528/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.8870 - val_acc: 0.6389
Epoch 12529/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.8871 - val_acc: 0.6389
Epoch 12530/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.8873 - val_acc: 0.6389
Epoch 12531/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.8874 - val_acc: 0.6389
Epoch 12532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.8875 - val_acc: 0.6389
Epoch 12533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.8876 - val_acc: 0.6389
Epoch 12534/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.8877 - val_acc: 0.6389
Epoch 12535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.8878 - val_acc: 0.6389
Epoch 12536/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.8879 - val_acc: 0.6389
Epoch 12537/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.8881 - val_acc: 0.6389
Epoch 12538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.8882 - val_acc: 0.6389
Epoch 12539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.8883 - val_acc: 0.6389
Epoch 12540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9431 - val_loss: 1.8884 - val_acc: 0.6389
Epoch 12541/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9431 - val_loss: 1.8885 - val_acc: 0.6389
Epoch 12542/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9431 - val_loss: 1.8886 - val_acc: 0.6389
Epoch 12543/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1569 - acc: 0.9444 - val_loss: 1.8888 - val_acc: 0.6389
Epoch 12544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.8889 - val_acc: 0.6389
Epoch 12545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.8890 - val_acc: 0.6389
Epoch 12546/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.8891 - val_acc: 0.6389
Epoch 12547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.8892 - val_acc: 0.6389
Epoch 12548/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.8894 - val_acc: 0.6389
Epoch 12549/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.8895 - val_acc: 0.6389
Epoch 12550/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.8896 - val_acc: 0.6389
Epoch 12551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.8897 - val_acc: 0.6389
Epoch 12552/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.8899 - val_acc: 0.6389
Epoch 12553/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1566 - acc: 0.9444 - val_loss: 1.8900 - val_acc: 0.6389
Epoch 12554/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1566 - acc: 0.9444 - val_loss: 1.8901 - val_acc: 0.6389
Epoch 12555/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1566 - acc: 0.9444 - val_loss: 1.8903 - val_acc: 0.6389
Epoch 12556/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1566 - acc: 0.9444 - val_loss: 1.8904 - val_acc: 0.6389
Epoch 12557/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1566 - acc: 0.9444 - val_loss: 1.8905 - val_acc: 0.6389
Epoch 12558/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8906 - val_acc: 0.6389
Epoch 12559/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8908 - val_acc: 0.6389
Epoch 12560/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8909 - val_acc: 0.6389
Epoch 12561/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8910 - val_acc: 0.6389
Epoch 12562/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8912 - val_acc: 0.6389
Epoch 12563/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.8913 - val_acc: 0.6389
Epoch 12564/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.8914 - val_acc: 0.6389
Epoch 12565/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.8915 - val_acc: 0.6389
Epoch 12566/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.8917 - val_acc: 0.6389
Epoch 12567/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8918 - val_acc: 0.6389
Epoch 12568/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8919 - val_acc: 0.6389
Epoch 12569/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8920 - val_acc: 0.6389
Epoch 12570/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8922 - val_acc: 0.6389
Epoch 12571/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8923 - val_acc: 0.6389
Epoch 12572/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.8924 - val_acc: 0.6389
Epoch 12573/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.8925 - val_acc: 0.6389
Epoch 12574/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.8927 - val_acc: 0.6389
Epoch 12575/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.8928 - val_acc: 0.6389
Epoch 12576/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.8929 - val_acc: 0.6389
Epoch 12577/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.8930 - val_acc: 0.6389
Epoch 12578/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.8931 - val_acc: 0.6389
Epoch 12579/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.8932 - val_acc: 0.6389
Epoch 12580/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.8934 - val_acc: 0.6389
Epoch 12581/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.8935 - val_acc: 0.6389
Epoch 12582/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.8936 - val_acc: 0.6389
Epoch 12583/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.8937 - val_acc: 0.6389
Epoch 12584/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.8938 - val_acc: 0.6389
Epoch 12585/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.8939 - val_acc: 0.6389
Epoch 12586/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.8940 - val_acc: 0.6389
Epoch 12587/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.8941 - val_acc: 0.6389
Epoch 12588/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.8942 - val_acc: 0.6389
Epoch 12589/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.8943 - val_acc: 0.6389
Epoch 12590/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.8944 - val_acc: 0.6389
Epoch 12591/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.8944 - val_acc: 0.6389
Epoch 12592/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.8946 - val_acc: 0.6389
Epoch 12593/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.8946 - val_acc: 0.6389
Epoch 12594/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.8947 - val_acc: 0.6389
Epoch 12595/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.8947 - val_acc: 0.6389
Epoch 12596/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8949 - val_acc: 0.6389
Epoch 12597/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8948 - val_acc: 0.6389
Epoch 12598/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8950 - val_acc: 0.6389
Epoch 12599/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8949 - val_acc: 0.6389
Epoch 12600/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8952 - val_acc: 0.6389
Epoch 12601/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8949 - val_acc: 0.6389
Epoch 12602/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8954 - val_acc: 0.6389
Epoch 12603/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8949 - val_acc: 0.6389
Epoch 12604/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8957 - val_acc: 0.6389
Epoch 12605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8948 - val_acc: 0.6389
Epoch 12606/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1556 - acc: 0.9444 - val_loss: 1.8962 - val_acc: 0.6389
Epoch 12607/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1557 - acc: 0.9444 - val_loss: 1.8946 - val_acc: 0.6389
Epoch 12608/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1558 - acc: 0.9458 - val_loss: 1.8970 - val_acc: 0.6389
Epoch 12609/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.8943 - val_acc: 0.6444
Epoch 12610/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.8987 - val_acc: 0.6389
Epoch 12611/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9417 - val_loss: 1.8939 - val_acc: 0.6500
Epoch 12612/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1595 - acc: 0.9417 - val_loss: 1.9026 - val_acc: 0.6333
Epoch 12613/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1633 - acc: 0.9389 - val_loss: 1.8955 - val_acc: 0.6389
Epoch 12614/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1746 - acc: 0.9306 - val_loss: 1.9158 - val_acc: 0.6333
Epoch 12615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2006 - acc: 0.9125 - val_loss: 1.9694 - val_acc: 0.6333
Epoch 12616/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3348 - acc: 0.8486 - val_loss: 1.9352 - val_acc: 0.6167
Epoch 12617/15000
720/720 [==============================] - 0s 13us/step - loss: 0.9043 - acc: 0.6736 - val_loss: 2.2033 - val_acc: 0.5778
Epoch 12618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7641 - acc: 0.7097 - val_loss: 1.8576 - val_acc: 0.6278
Epoch 12619/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5742 - acc: 0.7542 - val_loss: 1.8068 - val_acc: 0.6556
Epoch 12620/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2483 - acc: 0.8972 - val_loss: 1.9202 - val_acc: 0.6333
Epoch 12621/15000
720/720 [==============================] - 0s 24us/step - loss: 0.4494 - acc: 0.7986 - val_loss: 1.8739 - val_acc: 0.6056
Epoch 12622/15000
720/720 [==============================] - 0s 14us/step - loss: 0.7287 - acc: 0.7264 - val_loss: 1.8275 - val_acc: 0.6278
Epoch 12623/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2757 - acc: 0.8708 - val_loss: 2.0180 - val_acc: 0.5944
Epoch 12624/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7535 - acc: 0.7042 - val_loss: 1.7348 - val_acc: 0.6611
Epoch 12625/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5135 - acc: 0.7667 - val_loss: 1.7272 - val_acc: 0.6167
Epoch 12626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5543 - acc: 0.7653 - val_loss: 1.9024 - val_acc: 0.5944
Epoch 12627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5566 - acc: 0.7514 - val_loss: 1.7920 - val_acc: 0.6389
Epoch 12628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4189 - acc: 0.8111 - val_loss: 1.6374 - val_acc: 0.6333
Epoch 12629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4562 - acc: 0.8042 - val_loss: 1.6241 - val_acc: 0.6500
Epoch 12630/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4455 - acc: 0.7944 - val_loss: 1.8374 - val_acc: 0.6000
Epoch 12631/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3837 - acc: 0.8222 - val_loss: 1.8160 - val_acc: 0.6444
Epoch 12632/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3432 - acc: 0.8375 - val_loss: 1.7331 - val_acc: 0.6667
Epoch 12633/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3996 - acc: 0.8153 - val_loss: 1.7826 - val_acc: 0.6833
Epoch 12634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2907 - acc: 0.8583 - val_loss: 1.8843 - val_acc: 0.6389
Epoch 12635/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3719 - acc: 0.8389 - val_loss: 1.8014 - val_acc: 0.6278
Epoch 12636/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2809 - acc: 0.8694 - val_loss: 1.7951 - val_acc: 0.6611
Epoch 12637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3056 - acc: 0.8667 - val_loss: 1.8813 - val_acc: 0.6556
Epoch 12638/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2931 - acc: 0.8708 - val_loss: 1.8621 - val_acc: 0.6222
Epoch 12639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2524 - acc: 0.8833 - val_loss: 1.8261 - val_acc: 0.6500
Epoch 12640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2762 - acc: 0.8653 - val_loss: 1.8562 - val_acc: 0.6556
Epoch 12641/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2378 - acc: 0.8958 - val_loss: 1.8608 - val_acc: 0.6500
Epoch 12642/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2321 - acc: 0.9014 - val_loss: 1.8574 - val_acc: 0.6444
Epoch 12643/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2482 - acc: 0.8889 - val_loss: 1.8285 - val_acc: 0.6278
Epoch 12644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2266 - acc: 0.8986 - val_loss: 1.8308 - val_acc: 0.6556
Epoch 12645/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2049 - acc: 0.9194 - val_loss: 1.8482 - val_acc: 0.6667
Epoch 12646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2278 - acc: 0.9042 - val_loss: 1.8585 - val_acc: 0.6333
Epoch 12647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2114 - acc: 0.9111 - val_loss: 1.8676 - val_acc: 0.6611
Epoch 12648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1970 - acc: 0.9111 - val_loss: 1.8870 - val_acc: 0.6556
Epoch 12649/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2023 - acc: 0.9236 - val_loss: 1.8634 - val_acc: 0.6444
Epoch 12650/15000
720/720 [==============================] - 0s 18us/step - loss: 0.2120 - acc: 0.9042 - val_loss: 1.8508 - val_acc: 0.6500
Epoch 12651/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1907 - acc: 0.9222 - val_loss: 1.8302 - val_acc: 0.6556
Epoch 12652/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1869 - acc: 0.9306 - val_loss: 1.8328 - val_acc: 0.6556
Epoch 12653/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1929 - acc: 0.9181 - val_loss: 1.8522 - val_acc: 0.6667
Epoch 12654/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1864 - acc: 0.9333 - val_loss: 1.8421 - val_acc: 0.6611
Epoch 12655/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1776 - acc: 0.9264 - val_loss: 1.8338 - val_acc: 0.6389
Epoch 12656/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1831 - acc: 0.9208 - val_loss: 1.8340 - val_acc: 0.6722
Epoch 12657/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1806 - acc: 0.9347 - val_loss: 1.8282 - val_acc: 0.6611
Epoch 12658/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1773 - acc: 0.9319 - val_loss: 1.8386 - val_acc: 0.6556
Epoch 12659/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1711 - acc: 0.9361 - val_loss: 1.8559 - val_acc: 0.6667
Epoch 12660/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1715 - acc: 0.9375 - val_loss: 1.8636 - val_acc: 0.6611
Epoch 12661/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1730 - acc: 0.9292 - val_loss: 1.8764 - val_acc: 0.6722
Epoch 12662/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1715 - acc: 0.9347 - val_loss: 1.8734 - val_acc: 0.6667
Epoch 12663/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1658 - acc: 0.9417 - val_loss: 1.8740 - val_acc: 0.6556
Epoch 12664/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1687 - acc: 0.9375 - val_loss: 1.8893 - val_acc: 0.6611
Epoch 12665/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1684 - acc: 0.9417 - val_loss: 1.8896 - val_acc: 0.6556
Epoch 12666/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1660 - acc: 0.9444 - val_loss: 1.8954 - val_acc: 0.6444
Epoch 12667/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1643 - acc: 0.9444 - val_loss: 1.9023 - val_acc: 0.6556
Epoch 12668/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1657 - acc: 0.9403 - val_loss: 1.8981 - val_acc: 0.6500
Epoch 12669/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1650 - acc: 0.9389 - val_loss: 1.9045 - val_acc: 0.6556
Epoch 12670/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1635 - acc: 0.9403 - val_loss: 1.8978 - val_acc: 0.6500
Epoch 12671/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1623 - acc: 0.9403 - val_loss: 1.8906 - val_acc: 0.6444
Epoch 12672/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1638 - acc: 0.9389 - val_loss: 1.8995 - val_acc: 0.6556
Epoch 12673/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1626 - acc: 0.9444 - val_loss: 1.8982 - val_acc: 0.6611
Epoch 12674/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1618 - acc: 0.9389 - val_loss: 1.8947 - val_acc: 0.6556
Epoch 12675/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1614 - acc: 0.9389 - val_loss: 1.8963 - val_acc: 0.6556
Epoch 12676/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1617 - acc: 0.9403 - val_loss: 1.8949 - val_acc: 0.6556
Epoch 12677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9431 - val_loss: 1.9016 - val_acc: 0.6556
Epoch 12678/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1606 - acc: 0.9431 - val_loss: 1.9004 - val_acc: 0.6611
Epoch 12679/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1601 - acc: 0.9431 - val_loss: 1.8982 - val_acc: 0.6611
Epoch 12680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9417 - val_loss: 1.9050 - val_acc: 0.6556
Epoch 12681/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1600 - acc: 0.9403 - val_loss: 1.9042 - val_acc: 0.6556
Epoch 12682/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1597 - acc: 0.9403 - val_loss: 1.9059 - val_acc: 0.6556
Epoch 12683/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1592 - acc: 0.9417 - val_loss: 1.9065 - val_acc: 0.6556
Epoch 12684/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1593 - acc: 0.9403 - val_loss: 1.9040 - val_acc: 0.6611
Epoch 12685/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1592 - acc: 0.9389 - val_loss: 1.9070 - val_acc: 0.6556
Epoch 12686/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1589 - acc: 0.9444 - val_loss: 1.9042 - val_acc: 0.6556
Epoch 12687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9431 - val_loss: 1.9013 - val_acc: 0.6556
Epoch 12688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9417 - val_loss: 1.9037 - val_acc: 0.6556
Epoch 12689/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1584 - acc: 0.9431 - val_loss: 1.9042 - val_acc: 0.6611
Epoch 12690/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9431 - val_loss: 1.9065 - val_acc: 0.6611
Epoch 12691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9431 - val_loss: 1.9054 - val_acc: 0.6500
Epoch 12692/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.9040 - val_acc: 0.6500
Epoch 12693/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9431 - val_loss: 1.9063 - val_acc: 0.6500
Epoch 12694/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9431 - val_loss: 1.9038 - val_acc: 0.6556
Epoch 12695/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9444 - val_loss: 1.9030 - val_acc: 0.6556
Epoch 12696/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.9043 - val_acc: 0.6556
Epoch 12697/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9431 - val_loss: 1.9039 - val_acc: 0.6500
Epoch 12698/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9444 - val_loss: 1.9052 - val_acc: 0.6556
Epoch 12699/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1573 - acc: 0.9444 - val_loss: 1.9041 - val_acc: 0.6556
Epoch 12700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.9033 - val_acc: 0.6556
Epoch 12701/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1572 - acc: 0.9431 - val_loss: 1.9041 - val_acc: 0.6556
Epoch 12702/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1571 - acc: 0.9431 - val_loss: 1.9031 - val_acc: 0.6556
Epoch 12703/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1570 - acc: 0.9431 - val_loss: 1.9037 - val_acc: 0.6556
Epoch 12704/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9444 - val_loss: 1.9033 - val_acc: 0.6500
Epoch 12705/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1569 - acc: 0.9444 - val_loss: 1.9023 - val_acc: 0.6556
Epoch 12706/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1568 - acc: 0.9458 - val_loss: 1.9032 - val_acc: 0.6500
Epoch 12707/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.9027 - val_acc: 0.6556
Epoch 12708/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.9036 - val_acc: 0.6500
Epoch 12709/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1566 - acc: 0.9431 - val_loss: 1.9048 - val_acc: 0.6500
Epoch 12710/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.9043 - val_acc: 0.6556
Epoch 12711/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1565 - acc: 0.9458 - val_loss: 1.9050 - val_acc: 0.6500
Epoch 12712/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1565 - acc: 0.9431 - val_loss: 1.9051 - val_acc: 0.6500
Epoch 12713/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.9058 - val_acc: 0.6500
Epoch 12714/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1564 - acc: 0.9458 - val_loss: 1.9065 - val_acc: 0.6500
Epoch 12715/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1563 - acc: 0.9431 - val_loss: 1.9063 - val_acc: 0.6500
Epoch 12716/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1563 - acc: 0.9431 - val_loss: 1.9076 - val_acc: 0.6500
Epoch 12717/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.9079 - val_acc: 0.6500
Epoch 12718/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1562 - acc: 0.9444 - val_loss: 1.9078 - val_acc: 0.6500
Epoch 12719/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1561 - acc: 0.9444 - val_loss: 1.9084 - val_acc: 0.6500
Epoch 12720/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1561 - acc: 0.9431 - val_loss: 1.9084 - val_acc: 0.6500
Epoch 12721/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1560 - acc: 0.9444 - val_loss: 1.9092 - val_acc: 0.6500
Epoch 12722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1560 - acc: 0.9431 - val_loss: 1.9094 - val_acc: 0.6500
Epoch 12723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.9092 - val_acc: 0.6500
Epoch 12724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9444 - val_loss: 1.9098 - val_acc: 0.6500
Epoch 12725/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.9097 - val_acc: 0.6500
Epoch 12726/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1558 - acc: 0.9444 - val_loss: 1.9100 - val_acc: 0.6500
Epoch 12727/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1558 - acc: 0.9431 - val_loss: 1.9098 - val_acc: 0.6500
Epoch 12728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1557 - acc: 0.9431 - val_loss: 1.9095 - val_acc: 0.6500
Epoch 12729/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1557 - acc: 0.9472 - val_loss: 1.9095 - val_acc: 0.6500
Epoch 12730/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1556 - acc: 0.9472 - val_loss: 1.9087 - val_acc: 0.6500
Epoch 12731/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1556 - acc: 0.9458 - val_loss: 1.9084 - val_acc: 0.6500
Epoch 12732/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1556 - acc: 0.9458 - val_loss: 1.9085 - val_acc: 0.6500
Epoch 12733/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1555 - acc: 0.9458 - val_loss: 1.9084 - val_acc: 0.6500
Epoch 12734/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1555 - acc: 0.9458 - val_loss: 1.9083 - val_acc: 0.6500
Epoch 12735/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1555 - acc: 0.9444 - val_loss: 1.9079 - val_acc: 0.6500
Epoch 12736/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1554 - acc: 0.9444 - val_loss: 1.9078 - val_acc: 0.6500
Epoch 12737/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1554 - acc: 0.9444 - val_loss: 1.9077 - val_acc: 0.6500
Epoch 12738/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1554 - acc: 0.9431 - val_loss: 1.9073 - val_acc: 0.6500
Epoch 12739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1553 - acc: 0.9431 - val_loss: 1.9074 - val_acc: 0.6500
Epoch 12740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1553 - acc: 0.9431 - val_loss: 1.9073 - val_acc: 0.6500
Epoch 12741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1553 - acc: 0.9431 - val_loss: 1.9075 - val_acc: 0.6500
Epoch 12742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1552 - acc: 0.9431 - val_loss: 1.9076 - val_acc: 0.6500
Epoch 12743/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1552 - acc: 0.9431 - val_loss: 1.9075 - val_acc: 0.6500
Epoch 12744/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1552 - acc: 0.9444 - val_loss: 1.9077 - val_acc: 0.6500
Epoch 12745/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9431 - val_loss: 1.9078 - val_acc: 0.6500
Epoch 12746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9431 - val_loss: 1.9080 - val_acc: 0.6500
Epoch 12747/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1551 - acc: 0.9431 - val_loss: 1.9081 - val_acc: 0.6500
Epoch 12748/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9431 - val_loss: 1.9084 - val_acc: 0.6500
Epoch 12749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9444 - val_loss: 1.9088 - val_acc: 0.6500
Epoch 12750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9431 - val_loss: 1.9090 - val_acc: 0.6500
Epoch 12751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9444 - val_loss: 1.9093 - val_acc: 0.6500
Epoch 12752/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1549 - acc: 0.9444 - val_loss: 1.9094 - val_acc: 0.6500
Epoch 12753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9444 - val_loss: 1.9096 - val_acc: 0.6500
Epoch 12754/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1549 - acc: 0.9458 - val_loss: 1.9098 - val_acc: 0.6500
Epoch 12755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1548 - acc: 0.9458 - val_loss: 1.9100 - val_acc: 0.6500
Epoch 12756/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1548 - acc: 0.9458 - val_loss: 1.9103 - val_acc: 0.6500
Epoch 12757/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1548 - acc: 0.9458 - val_loss: 1.9104 - val_acc: 0.6500
Epoch 12758/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1547 - acc: 0.9458 - val_loss: 1.9105 - val_acc: 0.6500
Epoch 12759/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1547 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12760/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1547 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1547 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12762/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1546 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12763/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1546 - acc: 0.9458 - val_loss: 1.9109 - val_acc: 0.6500
Epoch 12764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1546 - acc: 0.9458 - val_loss: 1.9109 - val_acc: 0.6500
Epoch 12765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1545 - acc: 0.9458 - val_loss: 1.9109 - val_acc: 0.6500
Epoch 12766/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1545 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12767/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1545 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12768/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1545 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12769/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1544 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12770/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1544 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12771/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1544 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12772/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1543 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12773/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1543 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1543 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1543 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1542 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12777/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1542 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12778/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1542 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12779/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1542 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12780/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1541 - acc: 0.9458 - val_loss: 1.9106 - val_acc: 0.6500
Epoch 12781/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1541 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9458 - val_loss: 1.9107 - val_acc: 0.6500
Epoch 12785/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1540 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12786/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1540 - acc: 0.9458 - val_loss: 1.9108 - val_acc: 0.6500
Epoch 12787/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1539 - acc: 0.9458 - val_loss: 1.9109 - val_acc: 0.6500
Epoch 12788/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1539 - acc: 0.9458 - val_loss: 1.9109 - val_acc: 0.6500
Epoch 12789/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1539 - acc: 0.9458 - val_loss: 1.9110 - val_acc: 0.6500
Epoch 12790/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1539 - acc: 0.9458 - val_loss: 1.9110 - val_acc: 0.6500
Epoch 12791/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1538 - acc: 0.9458 - val_loss: 1.9111 - val_acc: 0.6500
Epoch 12792/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1538 - acc: 0.9458 - val_loss: 1.9111 - val_acc: 0.6500
Epoch 12793/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1538 - acc: 0.9458 - val_loss: 1.9112 - val_acc: 0.6500
Epoch 12794/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1538 - acc: 0.9458 - val_loss: 1.9113 - val_acc: 0.6500
Epoch 12795/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1537 - acc: 0.9458 - val_loss: 1.9113 - val_acc: 0.6500
Epoch 12796/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1537 - acc: 0.9458 - val_loss: 1.9114 - val_acc: 0.6500
Epoch 12797/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1537 - acc: 0.9458 - val_loss: 1.9114 - val_acc: 0.6500
Epoch 12798/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1537 - acc: 0.9458 - val_loss: 1.9115 - val_acc: 0.6500
Epoch 12799/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1536 - acc: 0.9458 - val_loss: 1.9116 - val_acc: 0.6500
Epoch 12800/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1536 - acc: 0.9458 - val_loss: 1.9116 - val_acc: 0.6500
Epoch 12801/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1536 - acc: 0.9458 - val_loss: 1.9117 - val_acc: 0.6500
Epoch 12802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1536 - acc: 0.9458 - val_loss: 1.9118 - val_acc: 0.6500
Epoch 12803/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1535 - acc: 0.9458 - val_loss: 1.9118 - val_acc: 0.6500
Epoch 12804/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1535 - acc: 0.9458 - val_loss: 1.9119 - val_acc: 0.6500
Epoch 12805/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1535 - acc: 0.9458 - val_loss: 1.9120 - val_acc: 0.6500
Epoch 12806/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1535 - acc: 0.9458 - val_loss: 1.9120 - val_acc: 0.6500
Epoch 12807/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1534 - acc: 0.9458 - val_loss: 1.9121 - val_acc: 0.6500
Epoch 12808/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1534 - acc: 0.9458 - val_loss: 1.9122 - val_acc: 0.6500
Epoch 12809/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1534 - acc: 0.9458 - val_loss: 1.9123 - val_acc: 0.6500
Epoch 12810/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1534 - acc: 0.9458 - val_loss: 1.9123 - val_acc: 0.6500
Epoch 12811/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1533 - acc: 0.9458 - val_loss: 1.9124 - val_acc: 0.6500
Epoch 12812/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1533 - acc: 0.9458 - val_loss: 1.9125 - val_acc: 0.6500
Epoch 12813/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1533 - acc: 0.9458 - val_loss: 1.9126 - val_acc: 0.6500
Epoch 12814/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1533 - acc: 0.9458 - val_loss: 1.9126 - val_acc: 0.6500
Epoch 12815/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1532 - acc: 0.9458 - val_loss: 1.9127 - val_acc: 0.6500
Epoch 12816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9458 - val_loss: 1.9128 - val_acc: 0.6500
Epoch 12817/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9458 - val_loss: 1.9129 - val_acc: 0.6500
Epoch 12818/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9458 - val_loss: 1.9130 - val_acc: 0.6500
Epoch 12819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9458 - val_loss: 1.9131 - val_acc: 0.6500
Epoch 12820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1531 - acc: 0.9458 - val_loss: 1.9132 - val_acc: 0.6500
Epoch 12821/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1531 - acc: 0.9458 - val_loss: 1.9132 - val_acc: 0.6500
Epoch 12822/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1531 - acc: 0.9458 - val_loss: 1.9133 - val_acc: 0.6500
Epoch 12823/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1531 - acc: 0.9458 - val_loss: 1.9134 - val_acc: 0.6500
Epoch 12824/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1530 - acc: 0.9458 - val_loss: 1.9135 - val_acc: 0.6500
Epoch 12825/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9458 - val_loss: 1.9136 - val_acc: 0.6500
Epoch 12826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9458 - val_loss: 1.9137 - val_acc: 0.6500
Epoch 12827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9458 - val_loss: 1.9138 - val_acc: 0.6500
Epoch 12828/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1529 - acc: 0.9458 - val_loss: 1.9139 - val_acc: 0.6500
Epoch 12829/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1529 - acc: 0.9458 - val_loss: 1.9140 - val_acc: 0.6500
Epoch 12830/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1529 - acc: 0.9458 - val_loss: 1.9141 - val_acc: 0.6500
Epoch 12831/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1529 - acc: 0.9458 - val_loss: 1.9141 - val_acc: 0.6500
Epoch 12832/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1528 - acc: 0.9458 - val_loss: 1.9142 - val_acc: 0.6500
Epoch 12833/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1528 - acc: 0.9458 - val_loss: 1.9143 - val_acc: 0.6500
Epoch 12834/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1528 - acc: 0.9458 - val_loss: 1.9144 - val_acc: 0.6500
Epoch 12835/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1528 - acc: 0.9458 - val_loss: 1.9145 - val_acc: 0.6500
Epoch 12836/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9458 - val_loss: 1.9146 - val_acc: 0.6500
Epoch 12837/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1527 - acc: 0.9458 - val_loss: 1.9147 - val_acc: 0.6500
Epoch 12838/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9458 - val_loss: 1.9148 - val_acc: 0.6500
Epoch 12839/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1527 - acc: 0.9458 - val_loss: 1.9149 - val_acc: 0.6500
Epoch 12840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9458 - val_loss: 1.9150 - val_acc: 0.6500
Epoch 12841/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9458 - val_loss: 1.9151 - val_acc: 0.6500
Epoch 12842/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1526 - acc: 0.9458 - val_loss: 1.9152 - val_acc: 0.6500
Epoch 12843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9458 - val_loss: 1.9153 - val_acc: 0.6500
Epoch 12844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9458 - val_loss: 1.9154 - val_acc: 0.6500
Epoch 12845/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9458 - val_loss: 1.9155 - val_acc: 0.6500
Epoch 12846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9458 - val_loss: 1.9155 - val_acc: 0.6500
Epoch 12847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9458 - val_loss: 1.9156 - val_acc: 0.6500
Epoch 12848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9458 - val_loss: 1.9157 - val_acc: 0.6500
Epoch 12849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9458 - val_loss: 1.9158 - val_acc: 0.6500
Epoch 12850/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9458 - val_loss: 1.9159 - val_acc: 0.6500
Epoch 12851/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1524 - acc: 0.9458 - val_loss: 1.9160 - val_acc: 0.6500
Epoch 12852/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9458 - val_loss: 1.9161 - val_acc: 0.6500
Epoch 12853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9458 - val_loss: 1.9162 - val_acc: 0.6500
Epoch 12854/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1523 - acc: 0.9458 - val_loss: 1.9163 - val_acc: 0.6500
Epoch 12855/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1523 - acc: 0.9458 - val_loss: 1.9164 - val_acc: 0.6500
Epoch 12856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9458 - val_loss: 1.9165 - val_acc: 0.6500
Epoch 12857/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1523 - acc: 0.9458 - val_loss: 1.9166 - val_acc: 0.6500
Epoch 12858/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9458 - val_loss: 1.9167 - val_acc: 0.6500
Epoch 12859/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1522 - acc: 0.9458 - val_loss: 1.9167 - val_acc: 0.6500
Epoch 12860/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1522 - acc: 0.9458 - val_loss: 1.9168 - val_acc: 0.6500
Epoch 12861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9458 - val_loss: 1.9169 - val_acc: 0.6500
Epoch 12862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9458 - val_loss: 1.9170 - val_acc: 0.6500
Epoch 12863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9458 - val_loss: 1.9171 - val_acc: 0.6500
Epoch 12864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9458 - val_loss: 1.9172 - val_acc: 0.6500
Epoch 12865/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1521 - acc: 0.9458 - val_loss: 1.9173 - val_acc: 0.6500
Epoch 12866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9458 - val_loss: 1.9174 - val_acc: 0.6500
Epoch 12867/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1520 - acc: 0.9458 - val_loss: 1.9175 - val_acc: 0.6500
Epoch 12868/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1520 - acc: 0.9458 - val_loss: 1.9176 - val_acc: 0.6500
Epoch 12869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1520 - acc: 0.9458 - val_loss: 1.9177 - val_acc: 0.6500
Epoch 12870/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1520 - acc: 0.9458 - val_loss: 1.9178 - val_acc: 0.6500
Epoch 12871/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9179 - val_acc: 0.6500
Epoch 12872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9180 - val_acc: 0.6500
Epoch 12873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9181 - val_acc: 0.6500
Epoch 12874/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9182 - val_acc: 0.6500
Epoch 12875/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9183 - val_acc: 0.6500
Epoch 12876/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1518 - acc: 0.9458 - val_loss: 1.9184 - val_acc: 0.6500
Epoch 12877/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1518 - acc: 0.9458 - val_loss: 1.9185 - val_acc: 0.6500
Epoch 12878/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1518 - acc: 0.9458 - val_loss: 1.9186 - val_acc: 0.6500
Epoch 12879/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1518 - acc: 0.9458 - val_loss: 1.9187 - val_acc: 0.6500
Epoch 12880/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1517 - acc: 0.9458 - val_loss: 1.9188 - val_acc: 0.6500
Epoch 12881/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1517 - acc: 0.9458 - val_loss: 1.9189 - val_acc: 0.6500
Epoch 12882/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1517 - acc: 0.9458 - val_loss: 1.9190 - val_acc: 0.6500
Epoch 12883/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1517 - acc: 0.9458 - val_loss: 1.9191 - val_acc: 0.6500
Epoch 12884/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1517 - acc: 0.9458 - val_loss: 1.9192 - val_acc: 0.6500
Epoch 12885/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1516 - acc: 0.9458 - val_loss: 1.9193 - val_acc: 0.6500
Epoch 12886/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1516 - acc: 0.9458 - val_loss: 1.9194 - val_acc: 0.6500
Epoch 12887/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1516 - acc: 0.9458 - val_loss: 1.9195 - val_acc: 0.6500
Epoch 12888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1516 - acc: 0.9458 - val_loss: 1.9196 - val_acc: 0.6500
Epoch 12889/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1515 - acc: 0.9458 - val_loss: 1.9197 - val_acc: 0.6500
Epoch 12890/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1515 - acc: 0.9458 - val_loss: 1.9198 - val_acc: 0.6500
Epoch 12891/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1515 - acc: 0.9458 - val_loss: 1.9199 - val_acc: 0.6500
Epoch 12892/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1515 - acc: 0.9458 - val_loss: 1.9200 - val_acc: 0.6500
Epoch 12893/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9201 - val_acc: 0.6500
Epoch 12894/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9202 - val_acc: 0.6500
Epoch 12895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9203 - val_acc: 0.6500
Epoch 12896/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9204 - val_acc: 0.6500
Epoch 12897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9205 - val_acc: 0.6500
Epoch 12898/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1513 - acc: 0.9458 - val_loss: 1.9206 - val_acc: 0.6500
Epoch 12899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1513 - acc: 0.9458 - val_loss: 1.9207 - val_acc: 0.6500
Epoch 12900/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1513 - acc: 0.9458 - val_loss: 1.9208 - val_acc: 0.6500
Epoch 12901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1513 - acc: 0.9458 - val_loss: 1.9210 - val_acc: 0.6500
Epoch 12902/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9210 - val_acc: 0.6500
Epoch 12903/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9212 - val_acc: 0.6500
Epoch 12904/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9212 - val_acc: 0.6500
Epoch 12905/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9214 - val_acc: 0.6500
Epoch 12906/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9215 - val_acc: 0.6500
Epoch 12907/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1511 - acc: 0.9458 - val_loss: 1.9217 - val_acc: 0.6500
Epoch 12908/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1511 - acc: 0.9458 - val_loss: 1.9217 - val_acc: 0.6500
Epoch 12909/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1511 - acc: 0.9458 - val_loss: 1.9219 - val_acc: 0.6500
Epoch 12910/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1511 - acc: 0.9458 - val_loss: 1.9218 - val_acc: 0.6500
Epoch 12911/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9458 - val_loss: 1.9222 - val_acc: 0.6500
Epoch 12912/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9458 - val_loss: 1.9220 - val_acc: 0.6500
Epoch 12913/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1510 - acc: 0.9458 - val_loss: 1.9225 - val_acc: 0.6500
Epoch 12914/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.9221 - val_acc: 0.6500
Epoch 12915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9458 - val_loss: 1.9230 - val_acc: 0.6500
Epoch 12916/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.9221 - val_acc: 0.6500
Epoch 12917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9458 - val_loss: 1.9235 - val_acc: 0.6500
Epoch 12918/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.9220 - val_acc: 0.6500
Epoch 12919/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1511 - acc: 0.9458 - val_loss: 1.9243 - val_acc: 0.6500
Epoch 12920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9458 - val_loss: 1.9216 - val_acc: 0.6500
Epoch 12921/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9458 - val_loss: 1.9258 - val_acc: 0.6500
Epoch 12922/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1519 - acc: 0.9458 - val_loss: 1.9208 - val_acc: 0.6556
Epoch 12923/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9444 - val_loss: 1.9286 - val_acc: 0.6500
Epoch 12924/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1545 - acc: 0.9417 - val_loss: 1.9200 - val_acc: 0.6556
Epoch 12925/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.9358 - val_acc: 0.6500
Epoch 12926/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1675 - acc: 0.9361 - val_loss: 1.9320 - val_acc: 0.6500
Epoch 12927/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2007 - acc: 0.9181 - val_loss: 1.9586 - val_acc: 0.6333
Epoch 12928/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2901 - acc: 0.8750 - val_loss: 2.1618 - val_acc: 0.5833
Epoch 12929/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7770 - acc: 0.6972 - val_loss: 2.0473 - val_acc: 0.5611
Epoch 12930/15000
720/720 [==============================] - 0s 10us/step - loss: 1.4557 - acc: 0.5958 - val_loss: 1.9556 - val_acc: 0.6222
Epoch 12931/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5288 - acc: 0.7875 - val_loss: 2.3706 - val_acc: 0.5667
Epoch 12932/15000
720/720 [==============================] - 0s 13us/step - loss: 2.0619 - acc: 0.5583 - val_loss: 2.3115 - val_acc: 0.5667
Epoch 12933/15000
720/720 [==============================] - 0s 21us/step - loss: 1.9423 - acc: 0.5861 - val_loss: 2.0724 - val_acc: 0.5889
Epoch 12934/15000
720/720 [==============================] - 0s 11us/step - loss: 1.2737 - acc: 0.6736 - val_loss: 2.0624 - val_acc: 0.5833
Epoch 12935/15000
720/720 [==============================] - 0s 12us/step - loss: 1.2673 - acc: 0.6444 - val_loss: 2.0073 - val_acc: 0.5389
Epoch 12936/15000
720/720 [==============================] - 0s 11us/step - loss: 1.4113 - acc: 0.6125 - val_loss: 1.9796 - val_acc: 0.5944
Epoch 12937/15000
720/720 [==============================] - 0s 13us/step - loss: 1.0036 - acc: 0.6722 - val_loss: 2.1275 - val_acc: 0.5667
Epoch 12938/15000
720/720 [==============================] - 0s 22us/step - loss: 1.0941 - acc: 0.6694 - val_loss: 2.1763 - val_acc: 0.6222
Epoch 12939/15000
720/720 [==============================] - 0s 3us/step - loss: 1.0856 - acc: 0.6861 - val_loss: 2.1139 - val_acc: 0.6167
Epoch 12940/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8420 - acc: 0.7444 - val_loss: 2.1082 - val_acc: 0.5667
Epoch 12941/15000
720/720 [==============================] - 0s 0us/step - loss: 1.0217 - acc: 0.6875 - val_loss: 1.8696 - val_acc: 0.6111
Epoch 12942/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7386 - acc: 0.7542 - val_loss: 1.9692 - val_acc: 0.5833
Epoch 12943/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8175 - acc: 0.7042 - val_loss: 1.7827 - val_acc: 0.6278
Epoch 12944/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7113 - acc: 0.7278 - val_loss: 1.8481 - val_acc: 0.6333
Epoch 12945/15000
720/720 [==============================] - 0s 0us/step - loss: 0.7314 - acc: 0.7167 - val_loss: 1.8364 - val_acc: 0.6056
Epoch 12946/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6466 - acc: 0.7611 - val_loss: 1.9011 - val_acc: 0.5889
Epoch 12947/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7051 - acc: 0.7458 - val_loss: 1.7349 - val_acc: 0.6167
Epoch 12948/15000
720/720 [==============================] - 0s 16us/step - loss: 0.5366 - acc: 0.7903 - val_loss: 1.7926 - val_acc: 0.6278
Epoch 12949/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7118 - acc: 0.7208 - val_loss: 1.6473 - val_acc: 0.6222
Epoch 12950/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3881 - acc: 0.8264 - val_loss: 1.8238 - val_acc: 0.5611
Epoch 12951/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5670 - acc: 0.7861 - val_loss: 1.6042 - val_acc: 0.6389
Epoch 12952/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4798 - acc: 0.7986 - val_loss: 1.5905 - val_acc: 0.6444
Epoch 12953/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4113 - acc: 0.8139 - val_loss: 1.7046 - val_acc: 0.6389
Epoch 12954/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4813 - acc: 0.7875 - val_loss: 1.6739 - val_acc: 0.6556
Epoch 12955/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4283 - acc: 0.8264 - val_loss: 1.6399 - val_acc: 0.6333
Epoch 12956/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3735 - acc: 0.8417 - val_loss: 1.7600 - val_acc: 0.6111
Epoch 12957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3967 - acc: 0.8167 - val_loss: 1.7227 - val_acc: 0.6278
Epoch 12958/15000
720/720 [==============================] - 0s 6us/step - loss: 0.3715 - acc: 0.8375 - val_loss: 1.7181 - val_acc: 0.6611
Epoch 12959/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3487 - acc: 0.8556 - val_loss: 1.7280 - val_acc: 0.6444
Epoch 12960/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3473 - acc: 0.8431 - val_loss: 1.7067 - val_acc: 0.6000
Epoch 12961/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3489 - acc: 0.8486 - val_loss: 1.7104 - val_acc: 0.5944
Epoch 12962/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3336 - acc: 0.8542 - val_loss: 1.7420 - val_acc: 0.6667
Epoch 12963/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3217 - acc: 0.8528 - val_loss: 1.7630 - val_acc: 0.6500
Epoch 12964/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3240 - acc: 0.8667 - val_loss: 1.7267 - val_acc: 0.6389
Epoch 12965/15000
720/720 [==============================] - 0s 21us/step - loss: 0.2793 - acc: 0.8889 - val_loss: 1.7761 - val_acc: 0.6167
Epoch 12966/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2910 - acc: 0.8708 - val_loss: 1.7690 - val_acc: 0.6167
Epoch 12967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2792 - acc: 0.8889 - val_loss: 1.7903 - val_acc: 0.6444
Epoch 12968/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2555 - acc: 0.8972 - val_loss: 1.8019 - val_acc: 0.6556
Epoch 12969/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2607 - acc: 0.8861 - val_loss: 1.7533 - val_acc: 0.6444
Epoch 12970/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2501 - acc: 0.9014 - val_loss: 1.7072 - val_acc: 0.6500
Epoch 12971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2506 - acc: 0.8903 - val_loss: 1.7226 - val_acc: 0.6389
Epoch 12972/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2408 - acc: 0.8972 - val_loss: 1.7680 - val_acc: 0.6222
Epoch 12973/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2295 - acc: 0.9153 - val_loss: 1.7738 - val_acc: 0.6278
Epoch 12974/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2374 - acc: 0.9069 - val_loss: 1.7668 - val_acc: 0.6222
Epoch 12975/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2205 - acc: 0.9139 - val_loss: 1.7306 - val_acc: 0.6500
Epoch 12976/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2206 - acc: 0.9097 - val_loss: 1.7191 - val_acc: 0.6556
Epoch 12977/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2270 - acc: 0.8972 - val_loss: 1.7296 - val_acc: 0.6722
Epoch 12978/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2090 - acc: 0.9069 - val_loss: 1.7513 - val_acc: 0.6556
Epoch 12979/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2131 - acc: 0.9139 - val_loss: 1.7465 - val_acc: 0.6500
Epoch 12980/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2077 - acc: 0.9153 - val_loss: 1.7264 - val_acc: 0.6611
Epoch 12981/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2045 - acc: 0.9153 - val_loss: 1.7130 - val_acc: 0.6667
Epoch 12982/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2055 - acc: 0.9181 - val_loss: 1.7290 - val_acc: 0.6611
Epoch 12983/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1976 - acc: 0.9292 - val_loss: 1.7615 - val_acc: 0.6500
Epoch 12984/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1980 - acc: 0.9278 - val_loss: 1.7756 - val_acc: 0.6500
Epoch 12985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1992 - acc: 0.9292 - val_loss: 1.7638 - val_acc: 0.6500
Epoch 12986/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1938 - acc: 0.9250 - val_loss: 1.7524 - val_acc: 0.6556
Epoch 12987/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1938 - acc: 0.9250 - val_loss: 1.7561 - val_acc: 0.6611
Epoch 12988/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1934 - acc: 0.9306 - val_loss: 1.7710 - val_acc: 0.6667
Epoch 12989/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1906 - acc: 0.9306 - val_loss: 1.7864 - val_acc: 0.6556
Epoch 12990/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1903 - acc: 0.9319 - val_loss: 1.7836 - val_acc: 0.6389
Epoch 12991/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1889 - acc: 0.9306 - val_loss: 1.7715 - val_acc: 0.6444
Epoch 12992/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9292 - val_loss: 1.7700 - val_acc: 0.6444
Epoch 12993/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1872 - acc: 0.9347 - val_loss: 1.7800 - val_acc: 0.6778
Epoch 12994/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1866 - acc: 0.9347 - val_loss: 1.7840 - val_acc: 0.6667
Epoch 12995/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1863 - acc: 0.9306 - val_loss: 1.7769 - val_acc: 0.6556
Epoch 12996/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1849 - acc: 0.9264 - val_loss: 1.7731 - val_acc: 0.6500
Epoch 12997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1847 - acc: 0.9306 - val_loss: 1.7787 - val_acc: 0.6556
Epoch 12998/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1843 - acc: 0.9319 - val_loss: 1.7904 - val_acc: 0.6611
Epoch 12999/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1837 - acc: 0.9361 - val_loss: 1.7964 - val_acc: 0.6611
Epoch 13000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1827 - acc: 0.9361 - val_loss: 1.7934 - val_acc: 0.6556
Epoch 13001/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1821 - acc: 0.9319 - val_loss: 1.7883 - val_acc: 0.6500
Epoch 13002/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1822 - acc: 0.9347 - val_loss: 1.7894 - val_acc: 0.6500
Epoch 13003/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1815 - acc: 0.9375 - val_loss: 1.7954 - val_acc: 0.6556
Epoch 13004/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1811 - acc: 0.9403 - val_loss: 1.7954 - val_acc: 0.6611
Epoch 13005/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1810 - acc: 0.9361 - val_loss: 1.7888 - val_acc: 0.6611
Epoch 13006/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9361 - val_loss: 1.7850 - val_acc: 0.6611
Epoch 13007/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1803 - acc: 0.9333 - val_loss: 1.7870 - val_acc: 0.6556
Epoch 13008/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1798 - acc: 0.9375 - val_loss: 1.7911 - val_acc: 0.6500
Epoch 13009/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1797 - acc: 0.9389 - val_loss: 1.7933 - val_acc: 0.6556
Epoch 13010/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1794 - acc: 0.9389 - val_loss: 1.7901 - val_acc: 0.6500
Epoch 13011/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1789 - acc: 0.9403 - val_loss: 1.7844 - val_acc: 0.6556
Epoch 13012/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1790 - acc: 0.9389 - val_loss: 1.7834 - val_acc: 0.6556
Epoch 13013/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9403 - val_loss: 1.7865 - val_acc: 0.6500
Epoch 13014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1784 - acc: 0.9403 - val_loss: 1.7876 - val_acc: 0.6500
Epoch 13015/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1783 - acc: 0.9361 - val_loss: 1.7859 - val_acc: 0.6556
Epoch 13016/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1780 - acc: 0.9361 - val_loss: 1.7863 - val_acc: 0.6556
Epoch 13017/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1779 - acc: 0.9361 - val_loss: 1.7901 - val_acc: 0.6556
Epoch 13018/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1777 - acc: 0.9361 - val_loss: 1.7955 - val_acc: 0.6500
Epoch 13019/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1775 - acc: 0.9389 - val_loss: 1.7992 - val_acc: 0.6444
Epoch 13020/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1774 - acc: 0.9389 - val_loss: 1.7988 - val_acc: 0.6444
Epoch 13021/15000
720/720 [==============================] - 0s 16us/step - loss: 0.1772 - acc: 0.9403 - val_loss: 1.7965 - val_acc: 0.6444
Epoch 13022/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1770 - acc: 0.9375 - val_loss: 1.7974 - val_acc: 0.6444
Epoch 13023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9389 - val_loss: 1.8004 - val_acc: 0.6500
Epoch 13024/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1767 - acc: 0.9389 - val_loss: 1.8017 - val_acc: 0.6500
Epoch 13025/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9403 - val_loss: 1.8012 - val_acc: 0.6500
Epoch 13026/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1764 - acc: 0.9403 - val_loss: 1.8017 - val_acc: 0.6556
Epoch 13027/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1763 - acc: 0.9403 - val_loss: 1.8036 - val_acc: 0.6556
Epoch 13028/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1762 - acc: 0.9389 - val_loss: 1.8057 - val_acc: 0.6500
Epoch 13029/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1760 - acc: 0.9403 - val_loss: 1.8064 - val_acc: 0.6500
Epoch 13030/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1759 - acc: 0.9403 - val_loss: 1.8051 - val_acc: 0.6500
Epoch 13031/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1758 - acc: 0.9403 - val_loss: 1.8041 - val_acc: 0.6500
Epoch 13032/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1756 - acc: 0.9403 - val_loss: 1.8055 - val_acc: 0.6500
Epoch 13033/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1755 - acc: 0.9403 - val_loss: 1.8076 - val_acc: 0.6500
Epoch 13034/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1754 - acc: 0.9403 - val_loss: 1.8080 - val_acc: 0.6500
Epoch 13035/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1753 - acc: 0.9403 - val_loss: 1.8077 - val_acc: 0.6500
Epoch 13036/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1751 - acc: 0.9403 - val_loss: 1.8086 - val_acc: 0.6500
Epoch 13037/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1750 - acc: 0.9403 - val_loss: 1.8106 - val_acc: 0.6500
Epoch 13038/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1749 - acc: 0.9403 - val_loss: 1.8127 - val_acc: 0.6500
Epoch 13039/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1748 - acc: 0.9403 - val_loss: 1.8138 - val_acc: 0.6500
Epoch 13040/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1747 - acc: 0.9403 - val_loss: 1.8139 - val_acc: 0.6500
Epoch 13041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1745 - acc: 0.9403 - val_loss: 1.8142 - val_acc: 0.6500
Epoch 13042/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1744 - acc: 0.9403 - val_loss: 1.8158 - val_acc: 0.6389
Epoch 13043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9403 - val_loss: 1.8171 - val_acc: 0.6389
Epoch 13044/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1742 - acc: 0.9403 - val_loss: 1.8175 - val_acc: 0.6389
Epoch 13045/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1741 - acc: 0.9403 - val_loss: 1.8180 - val_acc: 0.6389
Epoch 13046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1740 - acc: 0.9403 - val_loss: 1.8192 - val_acc: 0.6389
Epoch 13047/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1739 - acc: 0.9403 - val_loss: 1.8209 - val_acc: 0.6389
Epoch 13048/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1738 - acc: 0.9403 - val_loss: 1.8222 - val_acc: 0.6389
Epoch 13049/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1737 - acc: 0.9403 - val_loss: 1.8230 - val_acc: 0.6389
Epoch 13050/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9403 - val_loss: 1.8236 - val_acc: 0.6389
Epoch 13051/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1735 - acc: 0.9403 - val_loss: 1.8247 - val_acc: 0.6389
Epoch 13052/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1734 - acc: 0.9389 - val_loss: 1.8264 - val_acc: 0.6389
Epoch 13053/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1733 - acc: 0.9389 - val_loss: 1.8275 - val_acc: 0.6389
Epoch 13054/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1732 - acc: 0.9403 - val_loss: 1.8279 - val_acc: 0.6389
Epoch 13055/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1731 - acc: 0.9403 - val_loss: 1.8283 - val_acc: 0.6389
Epoch 13056/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1729 - acc: 0.9389 - val_loss: 1.8292 - val_acc: 0.6389
Epoch 13057/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1728 - acc: 0.9417 - val_loss: 1.8302 - val_acc: 0.6389
Epoch 13058/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1727 - acc: 0.9417 - val_loss: 1.8310 - val_acc: 0.6389
Epoch 13059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1726 - acc: 0.9403 - val_loss: 1.8315 - val_acc: 0.6389
Epoch 13060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1724 - acc: 0.9389 - val_loss: 1.8318 - val_acc: 0.6389
Epoch 13061/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9403 - val_loss: 1.8325 - val_acc: 0.6389
Epoch 13062/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1722 - acc: 0.9403 - val_loss: 1.8334 - val_acc: 0.6389
Epoch 13063/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9417 - val_loss: 1.8340 - val_acc: 0.6389
Epoch 13064/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9417 - val_loss: 1.8345 - val_acc: 0.6389
Epoch 13065/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1719 - acc: 0.9403 - val_loss: 1.8355 - val_acc: 0.6389
Epoch 13066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9403 - val_loss: 1.8361 - val_acc: 0.6389
Epoch 13067/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1717 - acc: 0.9417 - val_loss: 1.8361 - val_acc: 0.6389
Epoch 13068/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9417 - val_loss: 1.8361 - val_acc: 0.6389
Epoch 13069/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9417 - val_loss: 1.8362 - val_acc: 0.6389
Epoch 13070/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1715 - acc: 0.9417 - val_loss: 1.8364 - val_acc: 0.6389
Epoch 13071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1714 - acc: 0.9417 - val_loss: 1.8369 - val_acc: 0.6389
Epoch 13072/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9417 - val_loss: 1.8373 - val_acc: 0.6389
Epoch 13073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1712 - acc: 0.9417 - val_loss: 1.8374 - val_acc: 0.6389
Epoch 13074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9417 - val_loss: 1.8376 - val_acc: 0.6389
Epoch 13075/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1710 - acc: 0.9417 - val_loss: 1.8381 - val_acc: 0.6389
Epoch 13076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1709 - acc: 0.9417 - val_loss: 1.8388 - val_acc: 0.6389
Epoch 13077/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1708 - acc: 0.9417 - val_loss: 1.8395 - val_acc: 0.6389
Epoch 13078/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9417 - val_loss: 1.8401 - val_acc: 0.6389
Epoch 13079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1707 - acc: 0.9417 - val_loss: 1.8401 - val_acc: 0.6389
Epoch 13080/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1706 - acc: 0.9417 - val_loss: 1.8402 - val_acc: 0.6389
Epoch 13081/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1706 - acc: 0.9417 - val_loss: 1.8404 - val_acc: 0.6389
Epoch 13082/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1705 - acc: 0.9417 - val_loss: 1.8407 - val_acc: 0.6389
Epoch 13083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1704 - acc: 0.9417 - val_loss: 1.8409 - val_acc: 0.6389
Epoch 13084/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1703 - acc: 0.9417 - val_loss: 1.8413 - val_acc: 0.6389
Epoch 13085/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1703 - acc: 0.9417 - val_loss: 1.8419 - val_acc: 0.6389
Epoch 13086/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1702 - acc: 0.9417 - val_loss: 1.8424 - val_acc: 0.6389
Epoch 13087/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1701 - acc: 0.9417 - val_loss: 1.8427 - val_acc: 0.6389
Epoch 13088/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1700 - acc: 0.9417 - val_loss: 1.8430 - val_acc: 0.6389
Epoch 13089/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1699 - acc: 0.9417 - val_loss: 1.8431 - val_acc: 0.6389
Epoch 13090/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1698 - acc: 0.9417 - val_loss: 1.8431 - val_acc: 0.6389
Epoch 13091/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1697 - acc: 0.9417 - val_loss: 1.8429 - val_acc: 0.6389
Epoch 13092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1695 - acc: 0.9417 - val_loss: 1.8425 - val_acc: 0.6389
Epoch 13093/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1693 - acc: 0.9417 - val_loss: 1.8420 - val_acc: 0.6389
Epoch 13094/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1691 - acc: 0.9417 - val_loss: 1.8416 - val_acc: 0.6389
Epoch 13095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9417 - val_loss: 1.8414 - val_acc: 0.6389
Epoch 13096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9417 - val_loss: 1.8415 - val_acc: 0.6389
Epoch 13097/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9417 - val_loss: 1.8417 - val_acc: 0.6389
Epoch 13098/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1687 - acc: 0.9417 - val_loss: 1.8419 - val_acc: 0.6389
Epoch 13099/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1687 - acc: 0.9431 - val_loss: 1.8420 - val_acc: 0.6389
Epoch 13100/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1686 - acc: 0.9431 - val_loss: 1.8418 - val_acc: 0.6389
Epoch 13101/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1686 - acc: 0.9431 - val_loss: 1.8414 - val_acc: 0.6389
Epoch 13102/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1685 - acc: 0.9417 - val_loss: 1.8407 - val_acc: 0.6389
Epoch 13103/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1685 - acc: 0.9417 - val_loss: 1.8403 - val_acc: 0.6389
Epoch 13104/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1684 - acc: 0.9417 - val_loss: 1.8405 - val_acc: 0.6389
Epoch 13105/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1683 - acc: 0.9417 - val_loss: 1.8413 - val_acc: 0.6389
Epoch 13106/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1683 - acc: 0.9417 - val_loss: 1.8424 - val_acc: 0.6389
Epoch 13107/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1682 - acc: 0.9417 - val_loss: 1.8429 - val_acc: 0.6389
Epoch 13108/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1681 - acc: 0.9417 - val_loss: 1.8427 - val_acc: 0.6389
Epoch 13109/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1680 - acc: 0.9417 - val_loss: 1.8424 - val_acc: 0.6389
Epoch 13110/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1680 - acc: 0.9417 - val_loss: 1.8422 - val_acc: 0.6389
Epoch 13111/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1679 - acc: 0.9417 - val_loss: 1.8420 - val_acc: 0.6389
Epoch 13112/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1679 - acc: 0.9417 - val_loss: 1.8419 - val_acc: 0.6389
Epoch 13113/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1678 - acc: 0.9417 - val_loss: 1.8422 - val_acc: 0.6389
Epoch 13114/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1678 - acc: 0.9417 - val_loss: 1.8430 - val_acc: 0.6389
Epoch 13115/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1677 - acc: 0.9417 - val_loss: 1.8441 - val_acc: 0.6389
Epoch 13116/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1677 - acc: 0.9417 - val_loss: 1.8451 - val_acc: 0.6444
Epoch 13117/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1676 - acc: 0.9417 - val_loss: 1.8456 - val_acc: 0.6444
Epoch 13118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1676 - acc: 0.9417 - val_loss: 1.8454 - val_acc: 0.6444
Epoch 13119/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1675 - acc: 0.9417 - val_loss: 1.8451 - val_acc: 0.6444
Epoch 13120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1675 - acc: 0.9417 - val_loss: 1.8448 - val_acc: 0.6444
Epoch 13121/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1674 - acc: 0.9417 - val_loss: 1.8447 - val_acc: 0.6444
Epoch 13122/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1674 - acc: 0.9417 - val_loss: 1.8449 - val_acc: 0.6444
Epoch 13123/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1673 - acc: 0.9417 - val_loss: 1.8453 - val_acc: 0.6444
Epoch 13124/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1673 - acc: 0.9417 - val_loss: 1.8460 - val_acc: 0.6444
Epoch 13125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.8467 - val_acc: 0.6444
Epoch 13126/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.8471 - val_acc: 0.6444
Epoch 13127/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1671 - acc: 0.9417 - val_loss: 1.8470 - val_acc: 0.6444
Epoch 13128/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1671 - acc: 0.9417 - val_loss: 1.8467 - val_acc: 0.6444
Epoch 13129/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1670 - acc: 0.9417 - val_loss: 1.8464 - val_acc: 0.6444
Epoch 13130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1670 - acc: 0.9417 - val_loss: 1.8462 - val_acc: 0.6444
Epoch 13131/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9417 - val_loss: 1.8463 - val_acc: 0.6444
Epoch 13132/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1669 - acc: 0.9417 - val_loss: 1.8466 - val_acc: 0.6444
Epoch 13133/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1668 - acc: 0.9417 - val_loss: 1.8470 - val_acc: 0.6444
Epoch 13134/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1668 - acc: 0.9417 - val_loss: 1.8474 - val_acc: 0.6444
Epoch 13135/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1668 - acc: 0.9417 - val_loss: 1.8475 - val_acc: 0.6444
Epoch 13136/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1667 - acc: 0.9417 - val_loss: 1.8474 - val_acc: 0.6444
Epoch 13137/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1667 - acc: 0.9417 - val_loss: 1.8472 - val_acc: 0.6444
Epoch 13138/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1666 - acc: 0.9417 - val_loss: 1.8470 - val_acc: 0.6444
Epoch 13139/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1666 - acc: 0.9417 - val_loss: 1.8469 - val_acc: 0.6444
Epoch 13140/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9417 - val_loss: 1.8468 - val_acc: 0.6444
Epoch 13141/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9417 - val_loss: 1.8470 - val_acc: 0.6444
Epoch 13142/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9417 - val_loss: 1.8472 - val_acc: 0.6444
Epoch 13143/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9417 - val_loss: 1.8475 - val_acc: 0.6444
Epoch 13144/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1664 - acc: 0.9417 - val_loss: 1.8476 - val_acc: 0.6444
Epoch 13145/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1663 - acc: 0.9417 - val_loss: 1.8477 - val_acc: 0.6444
Epoch 13146/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1663 - acc: 0.9417 - val_loss: 1.8477 - val_acc: 0.6444
Epoch 13147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1662 - acc: 0.9417 - val_loss: 1.8476 - val_acc: 0.6444
Epoch 13148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1662 - acc: 0.9417 - val_loss: 1.8476 - val_acc: 0.6444
Epoch 13149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1661 - acc: 0.9417 - val_loss: 1.8478 - val_acc: 0.6444
Epoch 13150/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1661 - acc: 0.9417 - val_loss: 1.8480 - val_acc: 0.6444
Epoch 13151/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1661 - acc: 0.9417 - val_loss: 1.8484 - val_acc: 0.6444
Epoch 13152/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1660 - acc: 0.9417 - val_loss: 1.8486 - val_acc: 0.6444
Epoch 13153/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1660 - acc: 0.9431 - val_loss: 1.8487 - val_acc: 0.6444
Epoch 13154/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1659 - acc: 0.9431 - val_loss: 1.8487 - val_acc: 0.6444
Epoch 13155/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1659 - acc: 0.9431 - val_loss: 1.8487 - val_acc: 0.6444
Epoch 13156/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1659 - acc: 0.9431 - val_loss: 1.8488 - val_acc: 0.6444
Epoch 13157/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1658 - acc: 0.9431 - val_loss: 1.8488 - val_acc: 0.6444
Epoch 13158/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1658 - acc: 0.9431 - val_loss: 1.8488 - val_acc: 0.6444
Epoch 13159/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1657 - acc: 0.9431 - val_loss: 1.8488 - val_acc: 0.6444
Epoch 13160/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1657 - acc: 0.9431 - val_loss: 1.8488 - val_acc: 0.6444
Epoch 13161/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1656 - acc: 0.9431 - val_loss: 1.8490 - val_acc: 0.6444
Epoch 13162/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1656 - acc: 0.9431 - val_loss: 1.8491 - val_acc: 0.6444
Epoch 13163/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1656 - acc: 0.9431 - val_loss: 1.8491 - val_acc: 0.6444
Epoch 13164/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1655 - acc: 0.9431 - val_loss: 1.8492 - val_acc: 0.6444
Epoch 13165/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1655 - acc: 0.9431 - val_loss: 1.8493 - val_acc: 0.6444
Epoch 13166/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1654 - acc: 0.9431 - val_loss: 1.8494 - val_acc: 0.6444
Epoch 13167/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1654 - acc: 0.9431 - val_loss: 1.8495 - val_acc: 0.6444
Epoch 13168/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1654 - acc: 0.9431 - val_loss: 1.8497 - val_acc: 0.6444
Epoch 13169/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1653 - acc: 0.9431 - val_loss: 1.8499 - val_acc: 0.6444
Epoch 13170/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1653 - acc: 0.9431 - val_loss: 1.8500 - val_acc: 0.6444
Epoch 13171/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1652 - acc: 0.9431 - val_loss: 1.8502 - val_acc: 0.6444
Epoch 13172/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1652 - acc: 0.9431 - val_loss: 1.8504 - val_acc: 0.6444
Epoch 13173/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1652 - acc: 0.9431 - val_loss: 1.8505 - val_acc: 0.6444
Epoch 13174/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1651 - acc: 0.9431 - val_loss: 1.8506 - val_acc: 0.6444
Epoch 13175/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1651 - acc: 0.9431 - val_loss: 1.8507 - val_acc: 0.6444
Epoch 13176/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1650 - acc: 0.9431 - val_loss: 1.8508 - val_acc: 0.6444
Epoch 13177/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1650 - acc: 0.9431 - val_loss: 1.8509 - val_acc: 0.6444
Epoch 13178/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9431 - val_loss: 1.8510 - val_acc: 0.6444
Epoch 13179/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9431 - val_loss: 1.8511 - val_acc: 0.6444
Epoch 13180/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1649 - acc: 0.9431 - val_loss: 1.8512 - val_acc: 0.6444
Epoch 13181/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1649 - acc: 0.9431 - val_loss: 1.8513 - val_acc: 0.6444
Epoch 13182/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1648 - acc: 0.9431 - val_loss: 1.8514 - val_acc: 0.6444
Epoch 13183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1648 - acc: 0.9431 - val_loss: 1.8516 - val_acc: 0.6444
Epoch 13184/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9431 - val_loss: 1.8517 - val_acc: 0.6444
Epoch 13185/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1647 - acc: 0.9431 - val_loss: 1.8519 - val_acc: 0.6444
Epoch 13186/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1647 - acc: 0.9431 - val_loss: 1.8520 - val_acc: 0.6444
Epoch 13187/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1646 - acc: 0.9431 - val_loss: 1.8521 - val_acc: 0.6444
Epoch 13188/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1646 - acc: 0.9431 - val_loss: 1.8523 - val_acc: 0.6444
Epoch 13189/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1646 - acc: 0.9431 - val_loss: 1.8524 - val_acc: 0.6444
Epoch 13190/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1645 - acc: 0.9431 - val_loss: 1.8526 - val_acc: 0.6444
Epoch 13191/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1645 - acc: 0.9431 - val_loss: 1.8527 - val_acc: 0.6444
Epoch 13192/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1644 - acc: 0.9431 - val_loss: 1.8529 - val_acc: 0.6444
Epoch 13193/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1644 - acc: 0.9431 - val_loss: 1.8531 - val_acc: 0.6444
Epoch 13194/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1644 - acc: 0.9431 - val_loss: 1.8532 - val_acc: 0.6444
Epoch 13195/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1643 - acc: 0.9431 - val_loss: 1.8534 - val_acc: 0.6444
Epoch 13196/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1643 - acc: 0.9431 - val_loss: 1.8535 - val_acc: 0.6444
Epoch 13197/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9431 - val_loss: 1.8537 - val_acc: 0.6444
Epoch 13198/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9431 - val_loss: 1.8538 - val_acc: 0.6444
Epoch 13199/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9431 - val_loss: 1.8539 - val_acc: 0.6444
Epoch 13200/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1642 - acc: 0.9431 - val_loss: 1.8541 - val_acc: 0.6444
Epoch 13201/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1641 - acc: 0.9431 - val_loss: 1.8542 - val_acc: 0.6444
Epoch 13202/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1641 - acc: 0.9431 - val_loss: 1.8543 - val_acc: 0.6444
Epoch 13203/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1640 - acc: 0.9431 - val_loss: 1.8545 - val_acc: 0.6444
Epoch 13204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1640 - acc: 0.9431 - val_loss: 1.8546 - val_acc: 0.6444
Epoch 13205/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1640 - acc: 0.9431 - val_loss: 1.8547 - val_acc: 0.6444
Epoch 13206/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9431 - val_loss: 1.8548 - val_acc: 0.6444
Epoch 13207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9431 - val_loss: 1.8550 - val_acc: 0.6444
Epoch 13208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9431 - val_loss: 1.8551 - val_acc: 0.6444
Epoch 13209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1638 - acc: 0.9431 - val_loss: 1.8552 - val_acc: 0.6444
Epoch 13210/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9431 - val_loss: 1.8554 - val_acc: 0.6444
Epoch 13211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1638 - acc: 0.9431 - val_loss: 1.8555 - val_acc: 0.6444
Epoch 13212/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1637 - acc: 0.9431 - val_loss: 1.8556 - val_acc: 0.6444
Epoch 13213/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1637 - acc: 0.9431 - val_loss: 1.8557 - val_acc: 0.6444
Epoch 13214/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1637 - acc: 0.9431 - val_loss: 1.8559 - val_acc: 0.6444
Epoch 13215/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1636 - acc: 0.9431 - val_loss: 1.8560 - val_acc: 0.6444
Epoch 13216/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1636 - acc: 0.9431 - val_loss: 1.8561 - val_acc: 0.6444
Epoch 13217/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1636 - acc: 0.9431 - val_loss: 1.8563 - val_acc: 0.6444
Epoch 13218/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1635 - acc: 0.9431 - val_loss: 1.8564 - val_acc: 0.6444
Epoch 13219/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1635 - acc: 0.9431 - val_loss: 1.8565 - val_acc: 0.6444
Epoch 13220/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1635 - acc: 0.9431 - val_loss: 1.8567 - val_acc: 0.6444
Epoch 13221/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9431 - val_loss: 1.8568 - val_acc: 0.6444
Epoch 13222/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1634 - acc: 0.9431 - val_loss: 1.8569 - val_acc: 0.6444
Epoch 13223/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1633 - acc: 0.9431 - val_loss: 1.8571 - val_acc: 0.6444
Epoch 13224/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9431 - val_loss: 1.8572 - val_acc: 0.6444
Epoch 13225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1633 - acc: 0.9431 - val_loss: 1.8574 - val_acc: 0.6444
Epoch 13226/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9431 - val_loss: 1.8575 - val_acc: 0.6444
Epoch 13227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9431 - val_loss: 1.8577 - val_acc: 0.6444
Epoch 13228/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1632 - acc: 0.9431 - val_loss: 1.8578 - val_acc: 0.6444
Epoch 13229/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1631 - acc: 0.9431 - val_loss: 1.8580 - val_acc: 0.6444
Epoch 13230/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1631 - acc: 0.9431 - val_loss: 1.8581 - val_acc: 0.6444
Epoch 13231/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1631 - acc: 0.9431 - val_loss: 1.8583 - val_acc: 0.6444
Epoch 13232/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1630 - acc: 0.9431 - val_loss: 1.8584 - val_acc: 0.6444
Epoch 13233/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9431 - val_loss: 1.8586 - val_acc: 0.6444
Epoch 13234/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9431 - val_loss: 1.8587 - val_acc: 0.6444
Epoch 13235/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1629 - acc: 0.9431 - val_loss: 1.8589 - val_acc: 0.6444
Epoch 13236/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1629 - acc: 0.9431 - val_loss: 1.8590 - val_acc: 0.6444
Epoch 13237/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1629 - acc: 0.9431 - val_loss: 1.8592 - val_acc: 0.6444
Epoch 13238/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1628 - acc: 0.9431 - val_loss: 1.8594 - val_acc: 0.6444
Epoch 13239/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1628 - acc: 0.9431 - val_loss: 1.8595 - val_acc: 0.6444
Epoch 13240/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1628 - acc: 0.9431 - val_loss: 1.8597 - val_acc: 0.6444
Epoch 13241/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1628 - acc: 0.9431 - val_loss: 1.8599 - val_acc: 0.6444
Epoch 13242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9431 - val_loss: 1.8600 - val_acc: 0.6444
Epoch 13243/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1627 - acc: 0.9431 - val_loss: 1.8602 - val_acc: 0.6444
Epoch 13244/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1627 - acc: 0.9431 - val_loss: 1.8604 - val_acc: 0.6444
Epoch 13245/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1626 - acc: 0.9431 - val_loss: 1.8605 - val_acc: 0.6444
Epoch 13246/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1626 - acc: 0.9431 - val_loss: 1.8607 - val_acc: 0.6444
Epoch 13247/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1626 - acc: 0.9431 - val_loss: 1.8609 - val_acc: 0.6444
Epoch 13248/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1625 - acc: 0.9431 - val_loss: 1.8611 - val_acc: 0.6444
Epoch 13249/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1625 - acc: 0.9431 - val_loss: 1.8612 - val_acc: 0.6444
Epoch 13250/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1625 - acc: 0.9431 - val_loss: 1.8615 - val_acc: 0.6444
Epoch 13251/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1624 - acc: 0.9431 - val_loss: 1.8615 - val_acc: 0.6444
Epoch 13252/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1624 - acc: 0.9431 - val_loss: 1.8618 - val_acc: 0.6444
Epoch 13253/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1624 - acc: 0.9431 - val_loss: 1.8618 - val_acc: 0.6444
Epoch 13254/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1623 - acc: 0.9431 - val_loss: 1.8623 - val_acc: 0.6444
Epoch 13255/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1623 - acc: 0.9431 - val_loss: 1.8621 - val_acc: 0.6444
Epoch 13256/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1623 - acc: 0.9431 - val_loss: 1.8628 - val_acc: 0.6444
Epoch 13257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9431 - val_loss: 1.8623 - val_acc: 0.6444
Epoch 13258/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1622 - acc: 0.9431 - val_loss: 1.8634 - val_acc: 0.6444
Epoch 13259/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1622 - acc: 0.9431 - val_loss: 1.8623 - val_acc: 0.6389
Epoch 13260/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1622 - acc: 0.9444 - val_loss: 1.8642 - val_acc: 0.6389
Epoch 13261/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1623 - acc: 0.9431 - val_loss: 1.8619 - val_acc: 0.6389
Epoch 13262/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1624 - acc: 0.9444 - val_loss: 1.8648 - val_acc: 0.6389
Epoch 13263/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1627 - acc: 0.9417 - val_loss: 1.8609 - val_acc: 0.6444
Epoch 13264/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1634 - acc: 0.9431 - val_loss: 1.8658 - val_acc: 0.6444
Epoch 13265/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1648 - acc: 0.9417 - val_loss: 1.8585 - val_acc: 0.6444
Epoch 13266/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1677 - acc: 0.9361 - val_loss: 1.8700 - val_acc: 0.6444
Epoch 13267/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1756 - acc: 0.9347 - val_loss: 1.8525 - val_acc: 0.6611
Epoch 13268/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1932 - acc: 0.9236 - val_loss: 1.9211 - val_acc: 0.6167
Epoch 13269/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2684 - acc: 0.8722 - val_loss: 1.8172 - val_acc: 0.6056
Epoch 13270/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5152 - acc: 0.7653 - val_loss: 2.2137 - val_acc: 0.5722
Epoch 13271/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0261 - acc: 0.6514 - val_loss: 1.8731 - val_acc: 0.6556
Epoch 13272/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3856 - acc: 0.8250 - val_loss: 1.8234 - val_acc: 0.6167
Epoch 13273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4542 - acc: 0.7986 - val_loss: 1.9816 - val_acc: 0.6167
Epoch 13274/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9150 - acc: 0.6764 - val_loss: 1.8088 - val_acc: 0.6500
Epoch 13275/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3316 - acc: 0.8514 - val_loss: 1.8706 - val_acc: 0.5944
Epoch 13276/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8694 - acc: 0.6875 - val_loss: 1.9687 - val_acc: 0.6000
Epoch 13277/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5319 - acc: 0.7861 - val_loss: 1.9709 - val_acc: 0.5944
Epoch 13278/15000
720/720 [==============================] - 0s 19us/step - loss: 0.6448 - acc: 0.7292 - val_loss: 1.7583 - val_acc: 0.6000
Epoch 13279/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4343 - acc: 0.8083 - val_loss: 1.7382 - val_acc: 0.5833
Epoch 13280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5571 - acc: 0.7694 - val_loss: 1.8798 - val_acc: 0.6389
Epoch 13281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4755 - acc: 0.7861 - val_loss: 1.8850 - val_acc: 0.5833
Epoch 13282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6081 - acc: 0.7431 - val_loss: 1.7221 - val_acc: 0.6389
Epoch 13283/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3648 - acc: 0.8417 - val_loss: 1.7423 - val_acc: 0.5778
Epoch 13284/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6443 - acc: 0.7264 - val_loss: 1.7820 - val_acc: 0.6444
Epoch 13285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3268 - acc: 0.8500 - val_loss: 1.9770 - val_acc: 0.5889
Epoch 13286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5656 - acc: 0.7403 - val_loss: 1.8083 - val_acc: 0.6278
Epoch 13287/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3073 - acc: 0.8583 - val_loss: 1.6875 - val_acc: 0.6222
Epoch 13288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4768 - acc: 0.7819 - val_loss: 1.6866 - val_acc: 0.6556
Epoch 13289/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2850 - acc: 0.8639 - val_loss: 1.8590 - val_acc: 0.5889
Epoch 13290/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3974 - acc: 0.8194 - val_loss: 1.7522 - val_acc: 0.6333
Epoch 13291/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2615 - acc: 0.8944 - val_loss: 1.7319 - val_acc: 0.6278
Epoch 13292/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3590 - acc: 0.8444 - val_loss: 1.7006 - val_acc: 0.6444
Epoch 13293/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2520 - acc: 0.8833 - val_loss: 1.8161 - val_acc: 0.6167
Epoch 13294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3067 - acc: 0.8500 - val_loss: 1.7488 - val_acc: 0.6389
Epoch 13295/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2450 - acc: 0.8903 - val_loss: 1.7242 - val_acc: 0.6500
Epoch 13296/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2803 - acc: 0.8625 - val_loss: 1.7932 - val_acc: 0.6389
Epoch 13297/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2278 - acc: 0.8972 - val_loss: 1.8405 - val_acc: 0.6333
Epoch 13298/15000
720/720 [==============================] - 0s 17us/step - loss: 0.2582 - acc: 0.8903 - val_loss: 1.7559 - val_acc: 0.6444
Epoch 13299/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2293 - acc: 0.9028 - val_loss: 1.7169 - val_acc: 0.6667
Epoch 13300/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2363 - acc: 0.8986 - val_loss: 1.7782 - val_acc: 0.6500
Epoch 13301/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2166 - acc: 0.8972 - val_loss: 1.7807 - val_acc: 0.6556
Epoch 13302/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2251 - acc: 0.9056 - val_loss: 1.7420 - val_acc: 0.6611
Epoch 13303/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2073 - acc: 0.9194 - val_loss: 1.7265 - val_acc: 0.6444
Epoch 13304/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2218 - acc: 0.9153 - val_loss: 1.7873 - val_acc: 0.6222
Epoch 13305/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2040 - acc: 0.9236 - val_loss: 1.7941 - val_acc: 0.6333
Epoch 13306/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2096 - acc: 0.9139 - val_loss: 1.7501 - val_acc: 0.6500
Epoch 13307/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2018 - acc: 0.9194 - val_loss: 1.7336 - val_acc: 0.6611
Epoch 13308/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2007 - acc: 0.9139 - val_loss: 1.7495 - val_acc: 0.6333
Epoch 13309/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1992 - acc: 0.9194 - val_loss: 1.7498 - val_acc: 0.6389
Epoch 13310/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1942 - acc: 0.9306 - val_loss: 1.7281 - val_acc: 0.6444
Epoch 13311/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1971 - acc: 0.9319 - val_loss: 1.7409 - val_acc: 0.6500
Epoch 13312/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1869 - acc: 0.9278 - val_loss: 1.7522 - val_acc: 0.6444
Epoch 13313/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1939 - acc: 0.9250 - val_loss: 1.7421 - val_acc: 0.6500
Epoch 13314/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1816 - acc: 0.9333 - val_loss: 1.7390 - val_acc: 0.6444
Epoch 13315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1901 - acc: 0.9306 - val_loss: 1.7640 - val_acc: 0.6333
Epoch 13316/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1793 - acc: 0.9375 - val_loss: 1.7766 - val_acc: 0.6389
Epoch 13317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1850 - acc: 0.9319 - val_loss: 1.7457 - val_acc: 0.6389
Epoch 13318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1786 - acc: 0.9361 - val_loss: 1.7483 - val_acc: 0.6500
Epoch 13319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1803 - acc: 0.9333 - val_loss: 1.7710 - val_acc: 0.6333
Epoch 13320/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1789 - acc: 0.9361 - val_loss: 1.7700 - val_acc: 0.6611
Epoch 13321/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1769 - acc: 0.9403 - val_loss: 1.7608 - val_acc: 0.6500
Epoch 13322/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9319 - val_loss: 1.7744 - val_acc: 0.6333
Epoch 13323/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1742 - acc: 0.9389 - val_loss: 1.7813 - val_acc: 0.6444
Epoch 13324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1770 - acc: 0.9403 - val_loss: 1.7850 - val_acc: 0.6500
Epoch 13325/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1743 - acc: 0.9389 - val_loss: 1.7851 - val_acc: 0.6556
Epoch 13326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1752 - acc: 0.9403 - val_loss: 1.7903 - val_acc: 0.6500
Epoch 13327/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9431 - val_loss: 1.7833 - val_acc: 0.6500
Epoch 13328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9389 - val_loss: 1.7706 - val_acc: 0.6556
Epoch 13329/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1731 - acc: 0.9361 - val_loss: 1.7858 - val_acc: 0.6500
Epoch 13330/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1717 - acc: 0.9375 - val_loss: 1.7935 - val_acc: 0.6500
Epoch 13331/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1723 - acc: 0.9389 - val_loss: 1.7828 - val_acc: 0.6611
Epoch 13332/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1708 - acc: 0.9389 - val_loss: 1.7826 - val_acc: 0.6500
Epoch 13333/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1714 - acc: 0.9375 - val_loss: 1.7953 - val_acc: 0.6444
Epoch 13334/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1701 - acc: 0.9389 - val_loss: 1.8043 - val_acc: 0.6500
Epoch 13335/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1702 - acc: 0.9375 - val_loss: 1.7985 - val_acc: 0.6500
Epoch 13336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1698 - acc: 0.9389 - val_loss: 1.7970 - val_acc: 0.6500
Epoch 13337/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1694 - acc: 0.9375 - val_loss: 1.8042 - val_acc: 0.6278
Epoch 13338/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1693 - acc: 0.9403 - val_loss: 1.7995 - val_acc: 0.6500
Epoch 13339/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1689 - acc: 0.9403 - val_loss: 1.7972 - val_acc: 0.6667
Epoch 13340/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9403 - val_loss: 1.8023 - val_acc: 0.6389
Epoch 13341/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1686 - acc: 0.9389 - val_loss: 1.7987 - val_acc: 0.6389
Epoch 13342/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1682 - acc: 0.9375 - val_loss: 1.7953 - val_acc: 0.6500
Epoch 13343/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1681 - acc: 0.9389 - val_loss: 1.7984 - val_acc: 0.6444
Epoch 13344/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1677 - acc: 0.9389 - val_loss: 1.8012 - val_acc: 0.6389
Epoch 13345/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1678 - acc: 0.9403 - val_loss: 1.7967 - val_acc: 0.6444
Epoch 13346/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1674 - acc: 0.9403 - val_loss: 1.7910 - val_acc: 0.6500
Epoch 13347/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1674 - acc: 0.9389 - val_loss: 1.7959 - val_acc: 0.6333
Epoch 13348/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.7967 - val_acc: 0.6333
Epoch 13349/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1669 - acc: 0.9417 - val_loss: 1.7920 - val_acc: 0.6500
Epoch 13350/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1670 - acc: 0.9403 - val_loss: 1.7944 - val_acc: 0.6500
Epoch 13351/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1667 - acc: 0.9417 - val_loss: 1.7968 - val_acc: 0.6389
Epoch 13352/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1668 - acc: 0.9403 - val_loss: 1.7966 - val_acc: 0.6500
Epoch 13353/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1664 - acc: 0.9417 - val_loss: 1.7967 - val_acc: 0.6444
Epoch 13354/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9403 - val_loss: 1.7982 - val_acc: 0.6444
Epoch 13355/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1663 - acc: 0.9417 - val_loss: 1.7984 - val_acc: 0.6444
Epoch 13356/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1662 - acc: 0.9417 - val_loss: 1.7955 - val_acc: 0.6500
Epoch 13357/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1661 - acc: 0.9417 - val_loss: 1.7978 - val_acc: 0.6500
Epoch 13358/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1660 - acc: 0.9417 - val_loss: 1.8011 - val_acc: 0.6444
Epoch 13359/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1659 - acc: 0.9417 - val_loss: 1.7985 - val_acc: 0.6500
Epoch 13360/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9417 - val_loss: 1.7981 - val_acc: 0.6500
Epoch 13361/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9403 - val_loss: 1.8008 - val_acc: 0.6500
Epoch 13362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1656 - acc: 0.9417 - val_loss: 1.8018 - val_acc: 0.6500
Epoch 13363/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9417 - val_loss: 1.8008 - val_acc: 0.6500
Epoch 13364/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1654 - acc: 0.9417 - val_loss: 1.8002 - val_acc: 0.6500
Epoch 13365/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1653 - acc: 0.9417 - val_loss: 1.8011 - val_acc: 0.6444
Epoch 13366/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1653 - acc: 0.9403 - val_loss: 1.8001 - val_acc: 0.6444
Epoch 13367/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1652 - acc: 0.9389 - val_loss: 1.8004 - val_acc: 0.6500
Epoch 13368/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1651 - acc: 0.9403 - val_loss: 1.8026 - val_acc: 0.6389
Epoch 13369/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9417 - val_loss: 1.8021 - val_acc: 0.6444
Epoch 13370/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1649 - acc: 0.9417 - val_loss: 1.8010 - val_acc: 0.6444
Epoch 13371/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1649 - acc: 0.9417 - val_loss: 1.8026 - val_acc: 0.6444
Epoch 13372/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1648 - acc: 0.9417 - val_loss: 1.8041 - val_acc: 0.6444
Epoch 13373/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9417 - val_loss: 1.8033 - val_acc: 0.6444
Epoch 13374/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1647 - acc: 0.9417 - val_loss: 1.8026 - val_acc: 0.6444
Epoch 13375/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1646 - acc: 0.9403 - val_loss: 1.8041 - val_acc: 0.6444
Epoch 13376/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1645 - acc: 0.9417 - val_loss: 1.8049 - val_acc: 0.6444
Epoch 13377/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1644 - acc: 0.9417 - val_loss: 1.8048 - val_acc: 0.6444
Epoch 13378/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1644 - acc: 0.9417 - val_loss: 1.8054 - val_acc: 0.6444
Epoch 13379/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1643 - acc: 0.9403 - val_loss: 1.8058 - val_acc: 0.6444
Epoch 13380/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1643 - acc: 0.9403 - val_loss: 1.8056 - val_acc: 0.6444
Epoch 13381/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1642 - acc: 0.9417 - val_loss: 1.8063 - val_acc: 0.6444
Epoch 13382/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1641 - acc: 0.9417 - val_loss: 1.8070 - val_acc: 0.6444
Epoch 13383/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1641 - acc: 0.9417 - val_loss: 1.8063 - val_acc: 0.6444
Epoch 13384/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1640 - acc: 0.9417 - val_loss: 1.8058 - val_acc: 0.6444
Epoch 13385/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1640 - acc: 0.9403 - val_loss: 1.8067 - val_acc: 0.6444
Epoch 13386/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1639 - acc: 0.9417 - val_loss: 1.8074 - val_acc: 0.6444
Epoch 13387/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1639 - acc: 0.9417 - val_loss: 1.8068 - val_acc: 0.6444
Epoch 13388/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1638 - acc: 0.9417 - val_loss: 1.8071 - val_acc: 0.6444
Epoch 13389/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1638 - acc: 0.9417 - val_loss: 1.8078 - val_acc: 0.6444
Epoch 13390/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1637 - acc: 0.9417 - val_loss: 1.8079 - val_acc: 0.6444
Epoch 13391/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1637 - acc: 0.9417 - val_loss: 1.8078 - val_acc: 0.6444
Epoch 13392/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1636 - acc: 0.9417 - val_loss: 1.8082 - val_acc: 0.6444
Epoch 13393/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1636 - acc: 0.9417 - val_loss: 1.8085 - val_acc: 0.6444
Epoch 13394/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1635 - acc: 0.9417 - val_loss: 1.8087 - val_acc: 0.6444
Epoch 13395/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1635 - acc: 0.9417 - val_loss: 1.8094 - val_acc: 0.6444
Epoch 13396/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9417 - val_loss: 1.8099 - val_acc: 0.6444
Epoch 13397/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9417 - val_loss: 1.8097 - val_acc: 0.6444
Epoch 13398/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9417 - val_loss: 1.8099 - val_acc: 0.6444
Epoch 13399/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1633 - acc: 0.9417 - val_loss: 1.8105 - val_acc: 0.6444
Epoch 13400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9417 - val_loss: 1.8107 - val_acc: 0.6444
Epoch 13401/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9417 - val_loss: 1.8107 - val_acc: 0.6444
Epoch 13402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9417 - val_loss: 1.8112 - val_acc: 0.6444
Epoch 13403/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1631 - acc: 0.9417 - val_loss: 1.8118 - val_acc: 0.6444
Epoch 13404/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1630 - acc: 0.9417 - val_loss: 1.8120 - val_acc: 0.6444
Epoch 13405/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1630 - acc: 0.9417 - val_loss: 1.8125 - val_acc: 0.6444
Epoch 13406/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1629 - acc: 0.9417 - val_loss: 1.8131 - val_acc: 0.6444
Epoch 13407/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1629 - acc: 0.9417 - val_loss: 1.8134 - val_acc: 0.6444
Epoch 13408/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1629 - acc: 0.9417 - val_loss: 1.8138 - val_acc: 0.6444
Epoch 13409/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1628 - acc: 0.9417 - val_loss: 1.8144 - val_acc: 0.6444
Epoch 13410/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1628 - acc: 0.9417 - val_loss: 1.8148 - val_acc: 0.6444
Epoch 13411/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1627 - acc: 0.9417 - val_loss: 1.8149 - val_acc: 0.6444
Epoch 13412/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9417 - val_loss: 1.8152 - val_acc: 0.6444
Epoch 13413/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1626 - acc: 0.9417 - val_loss: 1.8156 - val_acc: 0.6444
Epoch 13414/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1626 - acc: 0.9417 - val_loss: 1.8157 - val_acc: 0.6444
Epoch 13415/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1626 - acc: 0.9417 - val_loss: 1.8158 - val_acc: 0.6444
Epoch 13416/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9417 - val_loss: 1.8160 - val_acc: 0.6444
Epoch 13417/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9417 - val_loss: 1.8160 - val_acc: 0.6444
Epoch 13418/15000
720/720 [==============================] - 0s 9us/step - loss: 0.1624 - acc: 0.9417 - val_loss: 1.8161 - val_acc: 0.6444
Epoch 13419/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1624 - acc: 0.9417 - val_loss: 1.8163 - val_acc: 0.6444
Epoch 13420/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1624 - acc: 0.9417 - val_loss: 1.8165 - val_acc: 0.6444
Epoch 13421/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1623 - acc: 0.9417 - val_loss: 1.8165 - val_acc: 0.6444
Epoch 13422/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1623 - acc: 0.9417 - val_loss: 1.8167 - val_acc: 0.6444
Epoch 13423/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1622 - acc: 0.9417 - val_loss: 1.8170 - val_acc: 0.6444
Epoch 13424/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1622 - acc: 0.9417 - val_loss: 1.8170 - val_acc: 0.6444
Epoch 13425/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1622 - acc: 0.9417 - val_loss: 1.8171 - val_acc: 0.6444
Epoch 13426/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1621 - acc: 0.9417 - val_loss: 1.8173 - val_acc: 0.6444
Epoch 13427/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1621 - acc: 0.9417 - val_loss: 1.8175 - val_acc: 0.6444
Epoch 13428/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1620 - acc: 0.9417 - val_loss: 1.8176 - val_acc: 0.6444
Epoch 13429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1620 - acc: 0.9417 - val_loss: 1.8177 - val_acc: 0.6444
Epoch 13430/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1620 - acc: 0.9431 - val_loss: 1.8179 - val_acc: 0.6444
Epoch 13431/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1619 - acc: 0.9431 - val_loss: 1.8180 - val_acc: 0.6444
Epoch 13432/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1619 - acc: 0.9431 - val_loss: 1.8182 - val_acc: 0.6444
Epoch 13433/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1619 - acc: 0.9431 - val_loss: 1.8185 - val_acc: 0.6444
Epoch 13434/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1618 - acc: 0.9431 - val_loss: 1.8186 - val_acc: 0.6444
Epoch 13435/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1618 - acc: 0.9431 - val_loss: 1.8188 - val_acc: 0.6444
Epoch 13436/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1618 - acc: 0.9431 - val_loss: 1.8191 - val_acc: 0.6444
Epoch 13437/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1617 - acc: 0.9431 - val_loss: 1.8193 - val_acc: 0.6444
Epoch 13438/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1617 - acc: 0.9431 - val_loss: 1.8195 - val_acc: 0.6444
Epoch 13439/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1617 - acc: 0.9431 - val_loss: 1.8197 - val_acc: 0.6444
Epoch 13440/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1616 - acc: 0.9431 - val_loss: 1.8199 - val_acc: 0.6444
Epoch 13441/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1616 - acc: 0.9431 - val_loss: 1.8201 - val_acc: 0.6444
Epoch 13442/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1615 - acc: 0.9431 - val_loss: 1.8203 - val_acc: 0.6444
Epoch 13443/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1615 - acc: 0.9431 - val_loss: 1.8204 - val_acc: 0.6444
Epoch 13444/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1615 - acc: 0.9431 - val_loss: 1.8206 - val_acc: 0.6444
Epoch 13445/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1614 - acc: 0.9431 - val_loss: 1.8207 - val_acc: 0.6444
Epoch 13446/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1614 - acc: 0.9431 - val_loss: 1.8209 - val_acc: 0.6444
Epoch 13447/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1614 - acc: 0.9431 - val_loss: 1.8210 - val_acc: 0.6444
Epoch 13448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9431 - val_loss: 1.8211 - val_acc: 0.6444
Epoch 13449/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9431 - val_loss: 1.8213 - val_acc: 0.6444
Epoch 13450/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1613 - acc: 0.9431 - val_loss: 1.8215 - val_acc: 0.6444
Epoch 13451/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1612 - acc: 0.9431 - val_loss: 1.8216 - val_acc: 0.6444
Epoch 13452/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1612 - acc: 0.9431 - val_loss: 1.8217 - val_acc: 0.6444
Epoch 13453/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1612 - acc: 0.9431 - val_loss: 1.8219 - val_acc: 0.6444
Epoch 13454/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1611 - acc: 0.9431 - val_loss: 1.8221 - val_acc: 0.6444
Epoch 13455/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1611 - acc: 0.9431 - val_loss: 1.8222 - val_acc: 0.6444
Epoch 13456/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1611 - acc: 0.9431 - val_loss: 1.8224 - val_acc: 0.6444
Epoch 13457/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1610 - acc: 0.9431 - val_loss: 1.8226 - val_acc: 0.6444
Epoch 13458/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1610 - acc: 0.9431 - val_loss: 1.8228 - val_acc: 0.6444
Epoch 13459/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1610 - acc: 0.9431 - val_loss: 1.8230 - val_acc: 0.6444
Epoch 13460/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9431 - val_loss: 1.8232 - val_acc: 0.6444
Epoch 13461/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9431 - val_loss: 1.8233 - val_acc: 0.6444
Epoch 13462/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9431 - val_loss: 1.8235 - val_acc: 0.6444
Epoch 13463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9431 - val_loss: 1.8237 - val_acc: 0.6444
Epoch 13464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9431 - val_loss: 1.8239 - val_acc: 0.6444
Epoch 13465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9431 - val_loss: 1.8240 - val_acc: 0.6444
Epoch 13466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9431 - val_loss: 1.8242 - val_acc: 0.6444
Epoch 13467/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9431 - val_loss: 1.8243 - val_acc: 0.6444
Epoch 13468/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1607 - acc: 0.9431 - val_loss: 1.8245 - val_acc: 0.6444
Epoch 13469/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1606 - acc: 0.9431 - val_loss: 1.8247 - val_acc: 0.6444
Epoch 13470/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1606 - acc: 0.9431 - val_loss: 1.8248 - val_acc: 0.6444
Epoch 13471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1606 - acc: 0.9431 - val_loss: 1.8250 - val_acc: 0.6444
Epoch 13472/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9431 - val_loss: 1.8252 - val_acc: 0.6444
Epoch 13473/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9431 - val_loss: 1.8254 - val_acc: 0.6444
Epoch 13474/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1605 - acc: 0.9431 - val_loss: 1.8255 - val_acc: 0.6444
Epoch 13475/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1605 - acc: 0.9431 - val_loss: 1.8257 - val_acc: 0.6444
Epoch 13476/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1604 - acc: 0.9431 - val_loss: 1.8260 - val_acc: 0.6444
Epoch 13477/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9431 - val_loss: 1.8262 - val_acc: 0.6444
Epoch 13478/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1604 - acc: 0.9431 - val_loss: 1.8264 - val_acc: 0.6444
Epoch 13479/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1603 - acc: 0.9431 - val_loss: 1.8266 - val_acc: 0.6444
Epoch 13480/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1603 - acc: 0.9431 - val_loss: 1.8268 - val_acc: 0.6444
Epoch 13481/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1603 - acc: 0.9431 - val_loss: 1.8271 - val_acc: 0.6444
Epoch 13482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9431 - val_loss: 1.8273 - val_acc: 0.6444
Epoch 13483/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9431 - val_loss: 1.8275 - val_acc: 0.6444
Epoch 13484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9431 - val_loss: 1.8277 - val_acc: 0.6444
Epoch 13485/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1601 - acc: 0.9431 - val_loss: 1.8278 - val_acc: 0.6444
Epoch 13486/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1601 - acc: 0.9431 - val_loss: 1.8280 - val_acc: 0.6444
Epoch 13487/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1601 - acc: 0.9431 - val_loss: 1.8282 - val_acc: 0.6444
Epoch 13488/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1601 - acc: 0.9431 - val_loss: 1.8283 - val_acc: 0.6444
Epoch 13489/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1600 - acc: 0.9431 - val_loss: 1.8285 - val_acc: 0.6444
Epoch 13490/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1600 - acc: 0.9431 - val_loss: 1.8286 - val_acc: 0.6444
Epoch 13491/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1600 - acc: 0.9431 - val_loss: 1.8288 - val_acc: 0.6444
Epoch 13492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9431 - val_loss: 1.8289 - val_acc: 0.6444
Epoch 13493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9431 - val_loss: 1.8290 - val_acc: 0.6444
Epoch 13494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9431 - val_loss: 1.8291 - val_acc: 0.6444
Epoch 13495/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1598 - acc: 0.9431 - val_loss: 1.8292 - val_acc: 0.6444
Epoch 13496/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1598 - acc: 0.9431 - val_loss: 1.8293 - val_acc: 0.6444
Epoch 13497/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1598 - acc: 0.9431 - val_loss: 1.8294 - val_acc: 0.6444
Epoch 13498/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9431 - val_loss: 1.8294 - val_acc: 0.6444
Epoch 13499/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9431 - val_loss: 1.8295 - val_acc: 0.6444
Epoch 13500/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9431 - val_loss: 1.8295 - val_acc: 0.6444
Epoch 13501/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9431 - val_loss: 1.8295 - val_acc: 0.6444
Epoch 13502/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1596 - acc: 0.9431 - val_loss: 1.8295 - val_acc: 0.6444
Epoch 13503/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1596 - acc: 0.9431 - val_loss: 1.8294 - val_acc: 0.6444
Epoch 13504/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1595 - acc: 0.9431 - val_loss: 1.8293 - val_acc: 0.6444
Epoch 13505/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1595 - acc: 0.9431 - val_loss: 1.8292 - val_acc: 0.6444
Epoch 13506/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1595 - acc: 0.9431 - val_loss: 1.8290 - val_acc: 0.6444
Epoch 13507/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1594 - acc: 0.9431 - val_loss: 1.8287 - val_acc: 0.6444
Epoch 13508/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1594 - acc: 0.9431 - val_loss: 1.8284 - val_acc: 0.6444
Epoch 13509/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1593 - acc: 0.9431 - val_loss: 1.8281 - val_acc: 0.6444
Epoch 13510/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8277 - val_acc: 0.6444
Epoch 13511/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1592 - acc: 0.9431 - val_loss: 1.8272 - val_acc: 0.6444
Epoch 13512/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8268 - val_acc: 0.6444
Epoch 13513/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8264 - val_acc: 0.6444
Epoch 13514/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8260 - val_acc: 0.6444
Epoch 13515/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1589 - acc: 0.9431 - val_loss: 1.8258 - val_acc: 0.6444
Epoch 13516/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1589 - acc: 0.9444 - val_loss: 1.8256 - val_acc: 0.6444
Epoch 13517/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1588 - acc: 0.9444 - val_loss: 1.8256 - val_acc: 0.6444
Epoch 13518/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1588 - acc: 0.9458 - val_loss: 1.8257 - val_acc: 0.6444
Epoch 13519/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1588 - acc: 0.9458 - val_loss: 1.8258 - val_acc: 0.6444
Epoch 13520/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.8261 - val_acc: 0.6444
Epoch 13521/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.8264 - val_acc: 0.6444
Epoch 13522/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.8268 - val_acc: 0.6444
Epoch 13523/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1586 - acc: 0.9444 - val_loss: 1.8271 - val_acc: 0.6444
Epoch 13524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1586 - acc: 0.9444 - val_loss: 1.8275 - val_acc: 0.6444
Epoch 13525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9444 - val_loss: 1.8278 - val_acc: 0.6444
Epoch 13526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9444 - val_loss: 1.8281 - val_acc: 0.6444
Epoch 13527/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9444 - val_loss: 1.8283 - val_acc: 0.6444
Epoch 13528/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9444 - val_loss: 1.8286 - val_acc: 0.6444
Epoch 13529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9444 - val_loss: 1.8289 - val_acc: 0.6444
Epoch 13530/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1584 - acc: 0.9444 - val_loss: 1.8291 - val_acc: 0.6444
Epoch 13531/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8293 - val_acc: 0.6444
Epoch 13532/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8294 - val_acc: 0.6444
Epoch 13533/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8295 - val_acc: 0.6444
Epoch 13534/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8296 - val_acc: 0.6444
Epoch 13535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8298 - val_acc: 0.6444
Epoch 13536/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8300 - val_acc: 0.6444
Epoch 13537/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8303 - val_acc: 0.6444
Epoch 13538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8307 - val_acc: 0.6444
Epoch 13539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8311 - val_acc: 0.6444
Epoch 13540/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8316 - val_acc: 0.6444
Epoch 13541/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8320 - val_acc: 0.6444
Epoch 13542/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8324 - val_acc: 0.6444
Epoch 13543/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8327 - val_acc: 0.6444
Epoch 13544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8330 - val_acc: 0.6444
Epoch 13545/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8334 - val_acc: 0.6444
Epoch 13546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.8336 - val_acc: 0.6444
Epoch 13547/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.8339 - val_acc: 0.6389
Epoch 13548/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9472 - val_loss: 1.8342 - val_acc: 0.6389
Epoch 13549/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9472 - val_loss: 1.8344 - val_acc: 0.6389
Epoch 13550/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1578 - acc: 0.9472 - val_loss: 1.8346 - val_acc: 0.6389
Epoch 13551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9472 - val_loss: 1.8348 - val_acc: 0.6389
Epoch 13552/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9472 - val_loss: 1.8350 - val_acc: 0.6389
Epoch 13553/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1577 - acc: 0.9472 - val_loss: 1.8351 - val_acc: 0.6389
Epoch 13554/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1577 - acc: 0.9472 - val_loss: 1.8353 - val_acc: 0.6389
Epoch 13555/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1577 - acc: 0.9472 - val_loss: 1.8354 - val_acc: 0.6389
Epoch 13556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1577 - acc: 0.9472 - val_loss: 1.8356 - val_acc: 0.6389
Epoch 13557/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.8357 - val_acc: 0.6389
Epoch 13558/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.8359 - val_acc: 0.6389
Epoch 13559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.8360 - val_acc: 0.6389
Epoch 13560/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.8362 - val_acc: 0.6389
Epoch 13561/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9472 - val_loss: 1.8363 - val_acc: 0.6389
Epoch 13562/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9472 - val_loss: 1.8364 - val_acc: 0.6389
Epoch 13563/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1575 - acc: 0.9472 - val_loss: 1.8365 - val_acc: 0.6389
Epoch 13564/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1574 - acc: 0.9472 - val_loss: 1.8366 - val_acc: 0.6389
Epoch 13565/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9472 - val_loss: 1.8368 - val_acc: 0.6389
Epoch 13566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9472 - val_loss: 1.8369 - val_acc: 0.6389
Epoch 13567/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1574 - acc: 0.9472 - val_loss: 1.8370 - val_acc: 0.6389
Epoch 13568/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1573 - acc: 0.9472 - val_loss: 1.8372 - val_acc: 0.6389
Epoch 13569/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1573 - acc: 0.9472 - val_loss: 1.8374 - val_acc: 0.6389
Epoch 13570/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9472 - val_loss: 1.8376 - val_acc: 0.6389
Epoch 13571/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9472 - val_loss: 1.8378 - val_acc: 0.6389
Epoch 13572/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1572 - acc: 0.9472 - val_loss: 1.8380 - val_acc: 0.6389
Epoch 13573/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1572 - acc: 0.9472 - val_loss: 1.8383 - val_acc: 0.6389
Epoch 13574/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1572 - acc: 0.9472 - val_loss: 1.8384 - val_acc: 0.6389
Epoch 13575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.8387 - val_acc: 0.6389
Epoch 13576/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.8388 - val_acc: 0.6389
Epoch 13577/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.8391 - val_acc: 0.6389
Epoch 13578/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.8392 - val_acc: 0.6389
Epoch 13579/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.8395 - val_acc: 0.6389
Epoch 13580/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.8396 - val_acc: 0.6389
Epoch 13581/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.8400 - val_acc: 0.6389
Epoch 13582/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.8400 - val_acc: 0.6389
Epoch 13583/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.8406 - val_acc: 0.6389
Epoch 13584/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.8405 - val_acc: 0.6389
Epoch 13585/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.8409 - val_acc: 0.6389
Epoch 13586/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1572 - acc: 0.9472 - val_loss: 1.8409 - val_acc: 0.6389
Epoch 13587/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9444 - val_loss: 1.8407 - val_acc: 0.6389
Epoch 13588/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1580 - acc: 0.9472 - val_loss: 1.8414 - val_acc: 0.6278
Epoch 13589/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8380 - val_acc: 0.6500
Epoch 13590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9417 - val_loss: 1.8427 - val_acc: 0.6389
Epoch 13591/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1650 - acc: 0.9375 - val_loss: 1.8314 - val_acc: 0.6500
Epoch 13592/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1712 - acc: 0.9375 - val_loss: 1.8517 - val_acc: 0.6222
Epoch 13593/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1904 - acc: 0.9167 - val_loss: 1.8152 - val_acc: 0.6556
Epoch 13594/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2207 - acc: 0.9014 - val_loss: 1.9430 - val_acc: 0.6222
Epoch 13595/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3691 - acc: 0.8139 - val_loss: 1.7989 - val_acc: 0.6278
Epoch 13596/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9028 - acc: 0.6681 - val_loss: 1.9474 - val_acc: 0.6333
Epoch 13597/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4752 - acc: 0.7653 - val_loss: 1.7439 - val_acc: 0.6611
Epoch 13598/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2191 - acc: 0.9056 - val_loss: 1.7090 - val_acc: 0.6556
Epoch 13599/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3303 - acc: 0.8514 - val_loss: 1.8619 - val_acc: 0.6611
Epoch 13600/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5555 - acc: 0.7639 - val_loss: 1.7754 - val_acc: 0.6333
Epoch 13601/15000
720/720 [==============================] - 0s 11us/step - loss: 0.7167 - acc: 0.7000 - val_loss: 1.8218 - val_acc: 0.6389
Epoch 13602/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2627 - acc: 0.8944 - val_loss: 2.0782 - val_acc: 0.5778
Epoch 13603/15000
720/720 [==============================] - 0s 11us/step - loss: 0.6441 - acc: 0.7375 - val_loss: 1.7622 - val_acc: 0.6000
Epoch 13604/15000
720/720 [==============================] - 0s 12us/step - loss: 0.5429 - acc: 0.7500 - val_loss: 1.7272 - val_acc: 0.6222
Epoch 13605/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4001 - acc: 0.8042 - val_loss: 1.9615 - val_acc: 0.6056
Epoch 13606/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5794 - acc: 0.7431 - val_loss: 1.7776 - val_acc: 0.6167
Epoch 13607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4686 - acc: 0.8181 - val_loss: 1.7434 - val_acc: 0.6222
Epoch 13608/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5018 - acc: 0.7764 - val_loss: 1.8503 - val_acc: 0.6056
Epoch 13609/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4513 - acc: 0.7819 - val_loss: 1.7878 - val_acc: 0.6500
Epoch 13610/15000
720/720 [==============================] - 0s 26us/step - loss: 0.3919 - acc: 0.8153 - val_loss: 1.7380 - val_acc: 0.6389
Epoch 13611/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4992 - acc: 0.7847 - val_loss: 1.7069 - val_acc: 0.6389
Epoch 13612/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2864 - acc: 0.8792 - val_loss: 1.9493 - val_acc: 0.6389
Epoch 13613/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5156 - acc: 0.7694 - val_loss: 1.7000 - val_acc: 0.6389
Epoch 13614/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3437 - acc: 0.8375 - val_loss: 1.6903 - val_acc: 0.6556
Epoch 13615/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3573 - acc: 0.8347 - val_loss: 1.8275 - val_acc: 0.6111
Epoch 13616/15000
720/720 [==============================] - 0s 14us/step - loss: 0.4145 - acc: 0.8056 - val_loss: 1.6725 - val_acc: 0.6167
Epoch 13617/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2719 - acc: 0.8819 - val_loss: 1.7025 - val_acc: 0.6278
Epoch 13618/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3974 - acc: 0.8042 - val_loss: 1.8195 - val_acc: 0.6389
Epoch 13619/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2703 - acc: 0.8750 - val_loss: 1.9237 - val_acc: 0.6167
Epoch 13620/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3316 - acc: 0.8514 - val_loss: 1.7071 - val_acc: 0.6556
Epoch 13621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3500 - acc: 0.8347 - val_loss: 1.6727 - val_acc: 0.6444
Epoch 13622/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2748 - acc: 0.8736 - val_loss: 1.7979 - val_acc: 0.6111
Epoch 13623/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3142 - acc: 0.8569 - val_loss: 1.8120 - val_acc: 0.6389
Epoch 13624/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2791 - acc: 0.8792 - val_loss: 1.7563 - val_acc: 0.6556
Epoch 13625/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2356 - acc: 0.9014 - val_loss: 1.7512 - val_acc: 0.6444
Epoch 13626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2758 - acc: 0.8819 - val_loss: 1.7828 - val_acc: 0.6556
Epoch 13627/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2094 - acc: 0.9153 - val_loss: 1.8022 - val_acc: 0.6333
Epoch 13628/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2626 - acc: 0.8861 - val_loss: 1.8367 - val_acc: 0.6333
Epoch 13629/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2260 - acc: 0.9014 - val_loss: 1.7986 - val_acc: 0.6444
Epoch 13630/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2212 - acc: 0.9083 - val_loss: 1.8139 - val_acc: 0.6278
Epoch 13631/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2350 - acc: 0.9042 - val_loss: 1.8467 - val_acc: 0.6333
Epoch 13632/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2112 - acc: 0.9069 - val_loss: 1.8012 - val_acc: 0.6444
Epoch 13633/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1926 - acc: 0.9194 - val_loss: 1.7938 - val_acc: 0.6667
Epoch 13634/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2161 - acc: 0.9069 - val_loss: 1.8343 - val_acc: 0.6500
Epoch 13635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1969 - acc: 0.9139 - val_loss: 1.8182 - val_acc: 0.6500
Epoch 13636/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1873 - acc: 0.9264 - val_loss: 1.7735 - val_acc: 0.6556
Epoch 13637/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2069 - acc: 0.9278 - val_loss: 1.8058 - val_acc: 0.6500
Epoch 13638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1829 - acc: 0.9319 - val_loss: 1.8233 - val_acc: 0.6500
Epoch 13639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1842 - acc: 0.9278 - val_loss: 1.7963 - val_acc: 0.6444
Epoch 13640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1905 - acc: 0.9292 - val_loss: 1.7865 - val_acc: 0.6500
Epoch 13641/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1797 - acc: 0.9264 - val_loss: 1.7839 - val_acc: 0.6500
Epoch 13642/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1776 - acc: 0.9264 - val_loss: 1.7984 - val_acc: 0.6500
Epoch 13643/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1849 - acc: 0.9278 - val_loss: 1.8088 - val_acc: 0.6444
Epoch 13644/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1803 - acc: 0.9319 - val_loss: 1.8020 - val_acc: 0.6500
Epoch 13645/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1701 - acc: 0.9375 - val_loss: 1.8033 - val_acc: 0.6611
Epoch 13646/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1804 - acc: 0.9306 - val_loss: 1.8216 - val_acc: 0.6611
Epoch 13647/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1788 - acc: 0.9292 - val_loss: 1.8213 - val_acc: 0.6556
Epoch 13648/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1680 - acc: 0.9417 - val_loss: 1.8226 - val_acc: 0.6667
Epoch 13649/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1742 - acc: 0.9361 - val_loss: 1.8222 - val_acc: 0.6556
Epoch 13650/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1755 - acc: 0.9333 - val_loss: 1.8021 - val_acc: 0.6556
Epoch 13651/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1667 - acc: 0.9417 - val_loss: 1.7948 - val_acc: 0.6611
Epoch 13652/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1698 - acc: 0.9361 - val_loss: 1.8099 - val_acc: 0.6500
Epoch 13653/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1725 - acc: 0.9347 - val_loss: 1.8167 - val_acc: 0.6611
Epoch 13654/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1644 - acc: 0.9417 - val_loss: 1.8107 - val_acc: 0.6778
Epoch 13655/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1675 - acc: 0.9403 - val_loss: 1.8107 - val_acc: 0.6389
Epoch 13656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9333 - val_loss: 1.8123 - val_acc: 0.6611
Epoch 13657/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9417 - val_loss: 1.8229 - val_acc: 0.6667
Epoch 13658/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1639 - acc: 0.9472 - val_loss: 1.8260 - val_acc: 0.6556
Epoch 13659/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1682 - acc: 0.9389 - val_loss: 1.8209 - val_acc: 0.6444
Epoch 13660/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1641 - acc: 0.9444 - val_loss: 1.8193 - val_acc: 0.6389
Epoch 13661/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1620 - acc: 0.9444 - val_loss: 1.8249 - val_acc: 0.6444
Epoch 13662/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9431 - val_loss: 1.8299 - val_acc: 0.6500
Epoch 13663/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1634 - acc: 0.9431 - val_loss: 1.8321 - val_acc: 0.6611
Epoch 13664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9417 - val_loss: 1.8320 - val_acc: 0.6444
Epoch 13665/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9403 - val_loss: 1.8303 - val_acc: 0.6444
Epoch 13666/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1630 - acc: 0.9375 - val_loss: 1.8320 - val_acc: 0.6444
Epoch 13667/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1607 - acc: 0.9417 - val_loss: 1.8391 - val_acc: 0.6500
Epoch 13668/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9431 - val_loss: 1.8397 - val_acc: 0.6500
Epoch 13669/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1619 - acc: 0.9444 - val_loss: 1.8332 - val_acc: 0.6500
Epoch 13670/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1610 - acc: 0.9403 - val_loss: 1.8317 - val_acc: 0.6389
Epoch 13671/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1600 - acc: 0.9444 - val_loss: 1.8367 - val_acc: 0.6444
Epoch 13672/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1607 - acc: 0.9472 - val_loss: 1.8385 - val_acc: 0.6500
Epoch 13673/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1609 - acc: 0.9431 - val_loss: 1.8329 - val_acc: 0.6444
Epoch 13674/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1596 - acc: 0.9458 - val_loss: 1.8313 - val_acc: 0.6500
Epoch 13675/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9458 - val_loss: 1.8341 - val_acc: 0.6500
Epoch 13676/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1603 - acc: 0.9444 - val_loss: 1.8353 - val_acc: 0.6500
Epoch 13677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1597 - acc: 0.9431 - val_loss: 1.8359 - val_acc: 0.6500
Epoch 13678/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9444 - val_loss: 1.8365 - val_acc: 0.6500
Epoch 13679/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1596 - acc: 0.9431 - val_loss: 1.8360 - val_acc: 0.6389
Epoch 13680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9472 - val_loss: 1.8364 - val_acc: 0.6500
Epoch 13681/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9431 - val_loss: 1.8392 - val_acc: 0.6444
Epoch 13682/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1590 - acc: 0.9444 - val_loss: 1.8405 - val_acc: 0.6389
Epoch 13683/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9472 - val_loss: 1.8387 - val_acc: 0.6444
Epoch 13684/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1589 - acc: 0.9444 - val_loss: 1.8376 - val_acc: 0.6500
Epoch 13685/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1586 - acc: 0.9444 - val_loss: 1.8401 - val_acc: 0.6444
Epoch 13686/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1588 - acc: 0.9458 - val_loss: 1.8424 - val_acc: 0.6444
Epoch 13687/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1588 - acc: 0.9444 - val_loss: 1.8418 - val_acc: 0.6444
Epoch 13688/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9472 - val_loss: 1.8420 - val_acc: 0.6444
Epoch 13689/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8435 - val_acc: 0.6444
Epoch 13690/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9444 - val_loss: 1.8436 - val_acc: 0.6444
Epoch 13691/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8427 - val_acc: 0.6444
Epoch 13692/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8424 - val_acc: 0.6444
Epoch 13693/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8421 - val_acc: 0.6444
Epoch 13694/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8415 - val_acc: 0.6444
Epoch 13695/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8422 - val_acc: 0.6444
Epoch 13696/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8434 - val_acc: 0.6444
Epoch 13697/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1580 - acc: 0.9472 - val_loss: 1.8434 - val_acc: 0.6389
Epoch 13698/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8429 - val_acc: 0.6444
Epoch 13699/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9472 - val_loss: 1.8437 - val_acc: 0.6444
Epoch 13700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9444 - val_loss: 1.8449 - val_acc: 0.6389
Epoch 13701/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1578 - acc: 0.9444 - val_loss: 1.8447 - val_acc: 0.6444
Epoch 13702/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1578 - acc: 0.9472 - val_loss: 1.8444 - val_acc: 0.6444
Epoch 13703/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1577 - acc: 0.9458 - val_loss: 1.8448 - val_acc: 0.6444
Epoch 13704/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9458 - val_loss: 1.8454 - val_acc: 0.6444
Epoch 13705/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.8459 - val_acc: 0.6444
Epoch 13706/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9444 - val_loss: 1.8464 - val_acc: 0.6444
Epoch 13707/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1575 - acc: 0.9472 - val_loss: 1.8466 - val_acc: 0.6444
Epoch 13708/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1575 - acc: 0.9458 - val_loss: 1.8465 - val_acc: 0.6444
Epoch 13709/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9444 - val_loss: 1.8467 - val_acc: 0.6444
Epoch 13710/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1574 - acc: 0.9472 - val_loss: 1.8476 - val_acc: 0.6444
Epoch 13711/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9458 - val_loss: 1.8476 - val_acc: 0.6444
Epoch 13712/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.8473 - val_acc: 0.6444
Epoch 13713/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.8480 - val_acc: 0.6444
Epoch 13714/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1573 - acc: 0.9444 - val_loss: 1.8490 - val_acc: 0.6444
Epoch 13715/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1572 - acc: 0.9444 - val_loss: 1.8495 - val_acc: 0.6444
Epoch 13716/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1572 - acc: 0.9444 - val_loss: 1.8498 - val_acc: 0.6444
Epoch 13717/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1571 - acc: 0.9444 - val_loss: 1.8503 - val_acc: 0.6444
Epoch 13718/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.8511 - val_acc: 0.6444
Epoch 13719/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1570 - acc: 0.9444 - val_loss: 1.8514 - val_acc: 0.6444
Epoch 13720/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9444 - val_loss: 1.8516 - val_acc: 0.6444
Epoch 13721/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1570 - acc: 0.9458 - val_loss: 1.8518 - val_acc: 0.6444
Epoch 13722/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8520 - val_acc: 0.6444
Epoch 13723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8525 - val_acc: 0.6444
Epoch 13724/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8530 - val_acc: 0.6444
Epoch 13725/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1568 - acc: 0.9458 - val_loss: 1.8531 - val_acc: 0.6444
Epoch 13726/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1568 - acc: 0.9458 - val_loss: 1.8531 - val_acc: 0.6444
Epoch 13727/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1568 - acc: 0.9458 - val_loss: 1.8537 - val_acc: 0.6444
Epoch 13728/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1567 - acc: 0.9458 - val_loss: 1.8543 - val_acc: 0.6444
Epoch 13729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1567 - acc: 0.9458 - val_loss: 1.8546 - val_acc: 0.6444
Epoch 13730/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.8547 - val_acc: 0.6444
Epoch 13731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.8552 - val_acc: 0.6444
Epoch 13732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.8558 - val_acc: 0.6444
Epoch 13733/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1565 - acc: 0.9458 - val_loss: 1.8562 - val_acc: 0.6444
Epoch 13734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1565 - acc: 0.9458 - val_loss: 1.8566 - val_acc: 0.6389
Epoch 13735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1565 - acc: 0.9458 - val_loss: 1.8571 - val_acc: 0.6444
Epoch 13736/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1564 - acc: 0.9458 - val_loss: 1.8575 - val_acc: 0.6444
Epoch 13737/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1564 - acc: 0.9458 - val_loss: 1.8580 - val_acc: 0.6389
Epoch 13738/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1564 - acc: 0.9458 - val_loss: 1.8585 - val_acc: 0.6444
Epoch 13739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1563 - acc: 0.9458 - val_loss: 1.8590 - val_acc: 0.6389
Epoch 13740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1563 - acc: 0.9458 - val_loss: 1.8594 - val_acc: 0.6389
Epoch 13741/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1562 - acc: 0.9458 - val_loss: 1.8599 - val_acc: 0.6389
Epoch 13742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1562 - acc: 0.9458 - val_loss: 1.8604 - val_acc: 0.6389
Epoch 13743/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1561 - acc: 0.9458 - val_loss: 1.8607 - val_acc: 0.6389
Epoch 13744/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1561 - acc: 0.9458 - val_loss: 1.8609 - val_acc: 0.6389
Epoch 13745/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1561 - acc: 0.9458 - val_loss: 1.8611 - val_acc: 0.6389
Epoch 13746/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1560 - acc: 0.9458 - val_loss: 1.8611 - val_acc: 0.6333
Epoch 13747/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1560 - acc: 0.9458 - val_loss: 1.8610 - val_acc: 0.6333
Epoch 13748/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1560 - acc: 0.9458 - val_loss: 1.8609 - val_acc: 0.6333
Epoch 13749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9458 - val_loss: 1.8608 - val_acc: 0.6333
Epoch 13750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9458 - val_loss: 1.8607 - val_acc: 0.6333
Epoch 13751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9458 - val_loss: 1.8608 - val_acc: 0.6333
Epoch 13752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8610 - val_acc: 0.6333
Epoch 13753/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8612 - val_acc: 0.6333
Epoch 13754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8615 - val_acc: 0.6333
Epoch 13755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8620 - val_acc: 0.6333
Epoch 13756/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1557 - acc: 0.9472 - val_loss: 1.8625 - val_acc: 0.6333
Epoch 13757/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1557 - acc: 0.9472 - val_loss: 1.8629 - val_acc: 0.6333
Epoch 13758/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1557 - acc: 0.9472 - val_loss: 1.8634 - val_acc: 0.6333
Epoch 13759/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1556 - acc: 0.9472 - val_loss: 1.8639 - val_acc: 0.6333
Epoch 13760/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1556 - acc: 0.9472 - val_loss: 1.8644 - val_acc: 0.6333
Epoch 13761/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1556 - acc: 0.9472 - val_loss: 1.8648 - val_acc: 0.6333
Epoch 13762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1555 - acc: 0.9472 - val_loss: 1.8652 - val_acc: 0.6333
Epoch 13763/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1555 - acc: 0.9472 - val_loss: 1.8656 - val_acc: 0.6333
Epoch 13764/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1555 - acc: 0.9472 - val_loss: 1.8660 - val_acc: 0.6333
Epoch 13765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1555 - acc: 0.9472 - val_loss: 1.8663 - val_acc: 0.6333
Epoch 13766/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1554 - acc: 0.9472 - val_loss: 1.8665 - val_acc: 0.6333
Epoch 13767/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1554 - acc: 0.9472 - val_loss: 1.8667 - val_acc: 0.6333
Epoch 13768/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1554 - acc: 0.9472 - val_loss: 1.8668 - val_acc: 0.6333
Epoch 13769/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1553 - acc: 0.9472 - val_loss: 1.8670 - val_acc: 0.6333
Epoch 13770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1553 - acc: 0.9472 - val_loss: 1.8672 - val_acc: 0.6333
Epoch 13771/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1553 - acc: 0.9472 - val_loss: 1.8674 - val_acc: 0.6333
Epoch 13772/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1552 - acc: 0.9472 - val_loss: 1.8676 - val_acc: 0.6333
Epoch 13773/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1552 - acc: 0.9472 - val_loss: 1.8679 - val_acc: 0.6333
Epoch 13774/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1552 - acc: 0.9472 - val_loss: 1.8683 - val_acc: 0.6333
Epoch 13775/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8686 - val_acc: 0.6333
Epoch 13776/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8690 - val_acc: 0.6333
Epoch 13777/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8693 - val_acc: 0.6333
Epoch 13778/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8695 - val_acc: 0.6333
Epoch 13779/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1550 - acc: 0.9472 - val_loss: 1.8697 - val_acc: 0.6333
Epoch 13780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13782/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13785/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8698 - val_acc: 0.6333
Epoch 13786/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8699 - val_acc: 0.6333
Epoch 13787/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8701 - val_acc: 0.6333
Epoch 13788/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8702 - val_acc: 0.6333
Epoch 13789/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8705 - val_acc: 0.6333
Epoch 13790/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1547 - acc: 0.9472 - val_loss: 1.8707 - val_acc: 0.6333
Epoch 13791/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1547 - acc: 0.9472 - val_loss: 1.8709 - val_acc: 0.6333
Epoch 13792/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1547 - acc: 0.9472 - val_loss: 1.8711 - val_acc: 0.6333
Epoch 13793/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1546 - acc: 0.9472 - val_loss: 1.8713 - val_acc: 0.6333
Epoch 13794/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1546 - acc: 0.9472 - val_loss: 1.8716 - val_acc: 0.6333
Epoch 13795/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1546 - acc: 0.9472 - val_loss: 1.8718 - val_acc: 0.6333
Epoch 13796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1546 - acc: 0.9472 - val_loss: 1.8721 - val_acc: 0.6333
Epoch 13797/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8725 - val_acc: 0.6333
Epoch 13798/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8728 - val_acc: 0.6333
Epoch 13799/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8731 - val_acc: 0.6333
Epoch 13800/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8734 - val_acc: 0.6333
Epoch 13801/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8737 - val_acc: 0.6333
Epoch 13802/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8740 - val_acc: 0.6333
Epoch 13803/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8742 - val_acc: 0.6333
Epoch 13804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8745 - val_acc: 0.6333
Epoch 13805/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1543 - acc: 0.9472 - val_loss: 1.8747 - val_acc: 0.6333
Epoch 13806/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1543 - acc: 0.9472 - val_loss: 1.8749 - val_acc: 0.6333
Epoch 13807/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1543 - acc: 0.9472 - val_loss: 1.8751 - val_acc: 0.6333
Epoch 13808/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1542 - acc: 0.9472 - val_loss: 1.8752 - val_acc: 0.6333
Epoch 13809/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1542 - acc: 0.9472 - val_loss: 1.8754 - val_acc: 0.6333
Epoch 13810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1542 - acc: 0.9472 - val_loss: 1.8756 - val_acc: 0.6333
Epoch 13811/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1542 - acc: 0.9472 - val_loss: 1.8758 - val_acc: 0.6333
Epoch 13812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9472 - val_loss: 1.8759 - val_acc: 0.6333
Epoch 13813/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1541 - acc: 0.9472 - val_loss: 1.8761 - val_acc: 0.6333
Epoch 13814/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9472 - val_loss: 1.8762 - val_acc: 0.6333
Epoch 13815/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9472 - val_loss: 1.8764 - val_acc: 0.6333
Epoch 13816/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9472 - val_loss: 1.8765 - val_acc: 0.6333
Epoch 13817/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1540 - acc: 0.9472 - val_loss: 1.8767 - val_acc: 0.6333
Epoch 13818/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1540 - acc: 0.9472 - val_loss: 1.8769 - val_acc: 0.6333
Epoch 13819/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9472 - val_loss: 1.8771 - val_acc: 0.6333
Epoch 13820/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1539 - acc: 0.9472 - val_loss: 1.8773 - val_acc: 0.6333
Epoch 13821/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1539 - acc: 0.9472 - val_loss: 1.8775 - val_acc: 0.6333
Epoch 13822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1539 - acc: 0.9472 - val_loss: 1.8777 - val_acc: 0.6333
Epoch 13823/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1539 - acc: 0.9472 - val_loss: 1.8779 - val_acc: 0.6333
Epoch 13824/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1538 - acc: 0.9472 - val_loss: 1.8781 - val_acc: 0.6333
Epoch 13825/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1538 - acc: 0.9472 - val_loss: 1.8784 - val_acc: 0.6333
Epoch 13826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1538 - acc: 0.9472 - val_loss: 1.8786 - val_acc: 0.6333
Epoch 13827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1538 - acc: 0.9472 - val_loss: 1.8788 - val_acc: 0.6333
Epoch 13828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1537 - acc: 0.9472 - val_loss: 1.8791 - val_acc: 0.6333
Epoch 13829/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1537 - acc: 0.9472 - val_loss: 1.8793 - val_acc: 0.6333
Epoch 13830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1537 - acc: 0.9472 - val_loss: 1.8795 - val_acc: 0.6333
Epoch 13831/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1537 - acc: 0.9472 - val_loss: 1.8798 - val_acc: 0.6333
Epoch 13832/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1536 - acc: 0.9472 - val_loss: 1.8800 - val_acc: 0.6333
Epoch 13833/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1536 - acc: 0.9472 - val_loss: 1.8803 - val_acc: 0.6333
Epoch 13834/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1536 - acc: 0.9472 - val_loss: 1.8805 - val_acc: 0.6333
Epoch 13835/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1536 - acc: 0.9472 - val_loss: 1.8807 - val_acc: 0.6333
Epoch 13836/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1535 - acc: 0.9472 - val_loss: 1.8810 - val_acc: 0.6333
Epoch 13837/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1535 - acc: 0.9472 - val_loss: 1.8812 - val_acc: 0.6333
Epoch 13838/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1535 - acc: 0.9472 - val_loss: 1.8814 - val_acc: 0.6333
Epoch 13839/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1535 - acc: 0.9472 - val_loss: 1.8817 - val_acc: 0.6333
Epoch 13840/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1534 - acc: 0.9472 - val_loss: 1.8819 - val_acc: 0.6333
Epoch 13841/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1534 - acc: 0.9472 - val_loss: 1.8821 - val_acc: 0.6333
Epoch 13842/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1534 - acc: 0.9472 - val_loss: 1.8824 - val_acc: 0.6333
Epoch 13843/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1534 - acc: 0.9472 - val_loss: 1.8827 - val_acc: 0.6333
Epoch 13844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1533 - acc: 0.9472 - val_loss: 1.8829 - val_acc: 0.6333
Epoch 13845/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1533 - acc: 0.9472 - val_loss: 1.8832 - val_acc: 0.6333
Epoch 13846/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1533 - acc: 0.9472 - val_loss: 1.8835 - val_acc: 0.6333
Epoch 13847/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9472 - val_loss: 1.8838 - val_acc: 0.6333
Epoch 13848/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9472 - val_loss: 1.8841 - val_acc: 0.6333
Epoch 13849/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9472 - val_loss: 1.8845 - val_acc: 0.6333
Epoch 13850/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9472 - val_loss: 1.8848 - val_acc: 0.6333
Epoch 13851/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1531 - acc: 0.9472 - val_loss: 1.8851 - val_acc: 0.6333
Epoch 13852/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1531 - acc: 0.9472 - val_loss: 1.8855 - val_acc: 0.6333
Epoch 13853/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1531 - acc: 0.9472 - val_loss: 1.8859 - val_acc: 0.6333
Epoch 13854/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1531 - acc: 0.9472 - val_loss: 1.8862 - val_acc: 0.6333
Epoch 13855/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1530 - acc: 0.9472 - val_loss: 1.8866 - val_acc: 0.6333
Epoch 13856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9472 - val_loss: 1.8869 - val_acc: 0.6333
Epoch 13857/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9472 - val_loss: 1.8872 - val_acc: 0.6333
Epoch 13858/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1529 - acc: 0.9472 - val_loss: 1.8874 - val_acc: 0.6333
Epoch 13859/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1529 - acc: 0.9472 - val_loss: 1.8876 - val_acc: 0.6333
Epoch 13860/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1529 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13861/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1529 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9472 - val_loss: 1.8878 - val_acc: 0.6333
Epoch 13863/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9472 - val_loss: 1.8878 - val_acc: 0.6333
Epoch 13864/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13865/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1528 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13866/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13867/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9472 - val_loss: 1.8877 - val_acc: 0.6333
Epoch 13868/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1527 - acc: 0.9472 - val_loss: 1.8878 - val_acc: 0.6333
Epoch 13869/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9472 - val_loss: 1.8879 - val_acc: 0.6333
Epoch 13870/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9472 - val_loss: 1.8880 - val_acc: 0.6333
Epoch 13871/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9472 - val_loss: 1.8881 - val_acc: 0.6333
Epoch 13872/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9472 - val_loss: 1.8883 - val_acc: 0.6333
Epoch 13873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9472 - val_loss: 1.8885 - val_acc: 0.6333
Epoch 13874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9472 - val_loss: 1.8887 - val_acc: 0.6333
Epoch 13875/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1525 - acc: 0.9472 - val_loss: 1.8889 - val_acc: 0.6333
Epoch 13876/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1525 - acc: 0.9472 - val_loss: 1.8892 - val_acc: 0.6333
Epoch 13877/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1525 - acc: 0.9472 - val_loss: 1.8894 - val_acc: 0.6333
Epoch 13878/15000
720/720 [==============================] - 0s 28us/step - loss: 0.1524 - acc: 0.9472 - val_loss: 1.8896 - val_acc: 0.6333
Epoch 13879/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1524 - acc: 0.9472 - val_loss: 1.8898 - val_acc: 0.6333
Epoch 13880/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1524 - acc: 0.9472 - val_loss: 1.8899 - val_acc: 0.6333
Epoch 13881/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9472 - val_loss: 1.8901 - val_acc: 0.6333
Epoch 13882/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9472 - val_loss: 1.8903 - val_acc: 0.6333
Epoch 13883/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9472 - val_loss: 1.8905 - val_acc: 0.6333
Epoch 13884/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1523 - acc: 0.9472 - val_loss: 1.8906 - val_acc: 0.6333
Epoch 13885/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9472 - val_loss: 1.8908 - val_acc: 0.6333
Epoch 13886/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8909 - val_acc: 0.6333
Epoch 13887/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8911 - val_acc: 0.6333
Epoch 13888/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8912 - val_acc: 0.6333
Epoch 13889/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8913 - val_acc: 0.6333
Epoch 13890/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9472 - val_loss: 1.8915 - val_acc: 0.6333
Epoch 13891/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9472 - val_loss: 1.8916 - val_acc: 0.6333
Epoch 13892/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9472 - val_loss: 1.8917 - val_acc: 0.6333
Epoch 13893/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9472 - val_loss: 1.8918 - val_acc: 0.6333
Epoch 13894/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1520 - acc: 0.9472 - val_loss: 1.8920 - val_acc: 0.6333
Epoch 13895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1520 - acc: 0.9472 - val_loss: 1.8921 - val_acc: 0.6333
Epoch 13896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1520 - acc: 0.9472 - val_loss: 1.8922 - val_acc: 0.6333
Epoch 13897/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1520 - acc: 0.9472 - val_loss: 1.8923 - val_acc: 0.6333
Epoch 13898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1519 - acc: 0.9472 - val_loss: 1.8924 - val_acc: 0.6333
Epoch 13899/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1519 - acc: 0.9472 - val_loss: 1.8924 - val_acc: 0.6333
Epoch 13900/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1519 - acc: 0.9472 - val_loss: 1.8925 - val_acc: 0.6333
Epoch 13901/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1519 - acc: 0.9472 - val_loss: 1.8926 - val_acc: 0.6333
Epoch 13902/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1518 - acc: 0.9472 - val_loss: 1.8927 - val_acc: 0.6333
Epoch 13903/15000
720/720 [==============================] - 0s 8us/step - loss: 0.1518 - acc: 0.9472 - val_loss: 1.8928 - val_acc: 0.6333
Epoch 13904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1518 - acc: 0.9472 - val_loss: 1.8930 - val_acc: 0.6333
Epoch 13905/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1518 - acc: 0.9472 - val_loss: 1.8931 - val_acc: 0.6333
Epoch 13906/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1517 - acc: 0.9472 - val_loss: 1.8932 - val_acc: 0.6333
Epoch 13907/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1517 - acc: 0.9472 - val_loss: 1.8933 - val_acc: 0.6333
Epoch 13908/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1517 - acc: 0.9472 - val_loss: 1.8934 - val_acc: 0.6333
Epoch 13909/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1517 - acc: 0.9472 - val_loss: 1.8935 - val_acc: 0.6333
Epoch 13910/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1516 - acc: 0.9472 - val_loss: 1.8937 - val_acc: 0.6333
Epoch 13911/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1516 - acc: 0.9472 - val_loss: 1.8938 - val_acc: 0.6333
Epoch 13912/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1516 - acc: 0.9472 - val_loss: 1.8939 - val_acc: 0.6333
Epoch 13913/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1515 - acc: 0.9472 - val_loss: 1.8940 - val_acc: 0.6333
Epoch 13914/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1515 - acc: 0.9472 - val_loss: 1.8941 - val_acc: 0.6333
Epoch 13915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1515 - acc: 0.9472 - val_loss: 1.8943 - val_acc: 0.6333
Epoch 13916/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1515 - acc: 0.9472 - val_loss: 1.8944 - val_acc: 0.6333
Epoch 13917/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1514 - acc: 0.9472 - val_loss: 1.8945 - val_acc: 0.6333
Epoch 13918/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1514 - acc: 0.9472 - val_loss: 1.8946 - val_acc: 0.6333
Epoch 13919/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1514 - acc: 0.9472 - val_loss: 1.8947 - val_acc: 0.6333
Epoch 13920/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1514 - acc: 0.9472 - val_loss: 1.8947 - val_acc: 0.6333
Epoch 13921/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1513 - acc: 0.9472 - val_loss: 1.8948 - val_acc: 0.6333
Epoch 13922/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1513 - acc: 0.9472 - val_loss: 1.8949 - val_acc: 0.6333
Epoch 13923/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1513 - acc: 0.9472 - val_loss: 1.8950 - val_acc: 0.6333
Epoch 13924/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1513 - acc: 0.9472 - val_loss: 1.8951 - val_acc: 0.6333
Epoch 13925/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1512 - acc: 0.9472 - val_loss: 1.8951 - val_acc: 0.6333
Epoch 13926/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1512 - acc: 0.9472 - val_loss: 1.8952 - val_acc: 0.6333
Epoch 13927/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1512 - acc: 0.9472 - val_loss: 1.8953 - val_acc: 0.6333
Epoch 13928/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1511 - acc: 0.9472 - val_loss: 1.8953 - val_acc: 0.6333
Epoch 13929/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1511 - acc: 0.9472 - val_loss: 1.8954 - val_acc: 0.6333
Epoch 13930/15000
720/720 [==============================] - 0s 17us/step - loss: 0.1511 - acc: 0.9472 - val_loss: 1.8955 - val_acc: 0.6333
Epoch 13931/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1511 - acc: 0.9472 - val_loss: 1.8955 - val_acc: 0.6333
Epoch 13932/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.8956 - val_acc: 0.6333
Epoch 13933/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.8956 - val_acc: 0.6333
Epoch 13934/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.8957 - val_acc: 0.6333
Epoch 13935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9472 - val_loss: 1.8957 - val_acc: 0.6333
Epoch 13936/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1509 - acc: 0.9472 - val_loss: 1.8958 - val_acc: 0.6333
Epoch 13937/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1509 - acc: 0.9472 - val_loss: 1.8958 - val_acc: 0.6333
Epoch 13938/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1509 - acc: 0.9472 - val_loss: 1.8958 - val_acc: 0.6333
Epoch 13939/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1508 - acc: 0.9472 - val_loss: 1.8959 - val_acc: 0.6333
Epoch 13940/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1508 - acc: 0.9472 - val_loss: 1.8959 - val_acc: 0.6333
Epoch 13941/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1508 - acc: 0.9472 - val_loss: 1.8960 - val_acc: 0.6333
Epoch 13942/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1508 - acc: 0.9472 - val_loss: 1.8960 - val_acc: 0.6333
Epoch 13943/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1507 - acc: 0.9472 - val_loss: 1.8960 - val_acc: 0.6333
Epoch 13944/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1507 - acc: 0.9472 - val_loss: 1.8961 - val_acc: 0.6333
Epoch 13945/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1507 - acc: 0.9472 - val_loss: 1.8961 - val_acc: 0.6333
Epoch 13946/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1506 - acc: 0.9472 - val_loss: 1.8961 - val_acc: 0.6333
Epoch 13947/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1506 - acc: 0.9472 - val_loss: 1.8962 - val_acc: 0.6333
Epoch 13948/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1506 - acc: 0.9472 - val_loss: 1.8962 - val_acc: 0.6333
Epoch 13949/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1506 - acc: 0.9472 - val_loss: 1.8962 - val_acc: 0.6333
Epoch 13950/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1505 - acc: 0.9472 - val_loss: 1.8962 - val_acc: 0.6333
Epoch 13951/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1505 - acc: 0.9472 - val_loss: 1.8963 - val_acc: 0.6333
Epoch 13952/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1505 - acc: 0.9472 - val_loss: 1.8963 - val_acc: 0.6333
Epoch 13953/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1504 - acc: 0.9472 - val_loss: 1.8964 - val_acc: 0.6333
Epoch 13954/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1504 - acc: 0.9472 - val_loss: 1.8964 - val_acc: 0.6333
Epoch 13955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1504 - acc: 0.9472 - val_loss: 1.8964 - val_acc: 0.6333
Epoch 13956/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1503 - acc: 0.9472 - val_loss: 1.8965 - val_acc: 0.6333
Epoch 13957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1503 - acc: 0.9472 - val_loss: 1.8965 - val_acc: 0.6333
Epoch 13958/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1503 - acc: 0.9472 - val_loss: 1.8966 - val_acc: 0.6333
Epoch 13959/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1502 - acc: 0.9472 - val_loss: 1.8966 - val_acc: 0.6333
Epoch 13960/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1502 - acc: 0.9472 - val_loss: 1.8967 - val_acc: 0.6333
Epoch 13961/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1502 - acc: 0.9472 - val_loss: 1.8968 - val_acc: 0.6333
Epoch 13962/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1501 - acc: 0.9472 - val_loss: 1.8968 - val_acc: 0.6333
Epoch 13963/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1501 - acc: 0.9472 - val_loss: 1.8969 - val_acc: 0.6333
Epoch 13964/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1501 - acc: 0.9472 - val_loss: 1.8969 - val_acc: 0.6333
Epoch 13965/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1500 - acc: 0.9472 - val_loss: 1.8970 - val_acc: 0.6333
Epoch 13966/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1500 - acc: 0.9472 - val_loss: 1.8970 - val_acc: 0.6333
Epoch 13967/15000
720/720 [==============================] - 0s 18us/step - loss: 0.1500 - acc: 0.9472 - val_loss: 1.8972 - val_acc: 0.6333
Epoch 13968/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8972 - val_acc: 0.6333
Epoch 13969/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8974 - val_acc: 0.6333
Epoch 13970/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8973 - val_acc: 0.6333
Epoch 13971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8976 - val_acc: 0.6333
Epoch 13972/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8974 - val_acc: 0.6333
Epoch 13973/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1499 - acc: 0.9472 - val_loss: 1.8979 - val_acc: 0.6333
Epoch 13974/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1500 - acc: 0.9472 - val_loss: 1.8974 - val_acc: 0.6333
Epoch 13975/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1502 - acc: 0.9472 - val_loss: 1.8983 - val_acc: 0.6278
Epoch 13976/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1505 - acc: 0.9458 - val_loss: 1.8974 - val_acc: 0.6389
Epoch 13977/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1512 - acc: 0.9472 - val_loss: 1.8993 - val_acc: 0.6389
Epoch 13978/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1527 - acc: 0.9458 - val_loss: 1.8973 - val_acc: 0.6389
Epoch 13979/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1552 - acc: 0.9486 - val_loss: 1.9027 - val_acc: 0.6333
Epoch 13980/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1616 - acc: 0.9389 - val_loss: 1.8948 - val_acc: 0.6444
Epoch 13981/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1725 - acc: 0.9389 - val_loss: 1.9301 - val_acc: 0.6222
Epoch 13982/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2117 - acc: 0.9083 - val_loss: 1.8664 - val_acc: 0.6278
Epoch 13983/15000
720/720 [==============================] - 0s 0us/step - loss: 0.3132 - acc: 0.8639 - val_loss: 2.2070 - val_acc: 0.5833
Epoch 13984/15000
720/720 [==============================] - 0s 22us/step - loss: 0.8518 - acc: 0.6819 - val_loss: 1.9609 - val_acc: 0.5556
Epoch 13985/15000
720/720 [==============================] - 0s 0us/step - loss: 1.3491 - acc: 0.6125 - val_loss: 1.9433 - val_acc: 0.6000
Epoch 13986/15000
720/720 [==============================] - 0s 22us/step - loss: 0.7394 - acc: 0.7014 - val_loss: 2.3102 - val_acc: 0.5389
Epoch 13987/15000
720/720 [==============================] - 0s 0us/step - loss: 1.8908 - acc: 0.5931 - val_loss: 2.5113 - val_acc: 0.5444
Epoch 13988/15000
720/720 [==============================] - 0s 11us/step - loss: 2.1020 - acc: 0.5500 - val_loss: 1.9742 - val_acc: 0.6056
Epoch 13989/15000
720/720 [==============================] - 0s 11us/step - loss: 1.4703 - acc: 0.6222 - val_loss: 2.2374 - val_acc: 0.5611
Epoch 13990/15000
720/720 [==============================] - 0s 11us/step - loss: 1.1263 - acc: 0.6611 - val_loss: 2.3605 - val_acc: 0.5278
Epoch 13991/15000
720/720 [==============================] - 0s 10us/step - loss: 1.2367 - acc: 0.6486 - val_loss: 2.1288 - val_acc: 0.5444
Epoch 13992/15000
720/720 [==============================] - 0s 10us/step - loss: 1.2532 - acc: 0.6431 - val_loss: 2.3132 - val_acc: 0.5611
Epoch 13993/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0870 - acc: 0.6972 - val_loss: 2.2240 - val_acc: 0.6167
Epoch 13994/15000
720/720 [==============================] - 0s 11us/step - loss: 1.0194 - acc: 0.7014 - val_loss: 2.1546 - val_acc: 0.6333
Epoch 13995/15000
720/720 [==============================] - 0s 11us/step - loss: 0.8877 - acc: 0.7222 - val_loss: 2.1210 - val_acc: 0.6111
Epoch 13996/15000
720/720 [==============================] - 0s 26us/step - loss: 0.9568 - acc: 0.6986 - val_loss: 1.8761 - val_acc: 0.6389
Epoch 13997/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7991 - acc: 0.7278 - val_loss: 1.8563 - val_acc: 0.6000
Epoch 13998/15000
720/720 [==============================] - 0s 7us/step - loss: 0.7120 - acc: 0.7361 - val_loss: 1.8363 - val_acc: 0.6167
Epoch 13999/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6809 - acc: 0.7514 - val_loss: 1.7857 - val_acc: 0.5833
Epoch 14000/15000
720/720 [==============================] - 0s 22us/step - loss: 0.6410 - acc: 0.7528 - val_loss: 1.6714 - val_acc: 0.6667
Epoch 14001/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5435 - acc: 0.7931 - val_loss: 1.7004 - val_acc: 0.6833
Epoch 14002/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5271 - acc: 0.7889 - val_loss: 1.7524 - val_acc: 0.6500
Epoch 14003/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5451 - acc: 0.7708 - val_loss: 1.8275 - val_acc: 0.6222
Epoch 14004/15000
720/720 [==============================] - 0s 0us/step - loss: 0.5167 - acc: 0.7875 - val_loss: 1.7868 - val_acc: 0.5833
Epoch 14005/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4665 - acc: 0.7875 - val_loss: 1.8245 - val_acc: 0.5944
Epoch 14006/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4329 - acc: 0.8139 - val_loss: 1.8334 - val_acc: 0.5944
Epoch 14007/15000
720/720 [==============================] - 0s 27us/step - loss: 0.3936 - acc: 0.8403 - val_loss: 1.8115 - val_acc: 0.6333
Epoch 14008/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3802 - acc: 0.8486 - val_loss: 1.7490 - val_acc: 0.6333
Epoch 14009/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3623 - acc: 0.8500 - val_loss: 1.7063 - val_acc: 0.6111
Epoch 14010/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3691 - acc: 0.8431 - val_loss: 1.7561 - val_acc: 0.6222
Epoch 14011/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3488 - acc: 0.8514 - val_loss: 1.7660 - val_acc: 0.6389
Epoch 14012/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3259 - acc: 0.8542 - val_loss: 1.7300 - val_acc: 0.6500
Epoch 14013/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3351 - acc: 0.8472 - val_loss: 1.7552 - val_acc: 0.6556
Epoch 14014/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3202 - acc: 0.8583 - val_loss: 1.6907 - val_acc: 0.6222
Epoch 14015/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3144 - acc: 0.8639 - val_loss: 1.6316 - val_acc: 0.6500
Epoch 14016/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3045 - acc: 0.8750 - val_loss: 1.6141 - val_acc: 0.6222
Epoch 14017/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2783 - acc: 0.8806 - val_loss: 1.5902 - val_acc: 0.6278
Epoch 14018/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2903 - acc: 0.8750 - val_loss: 1.5735 - val_acc: 0.6444
Epoch 14019/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2837 - acc: 0.8819 - val_loss: 1.5646 - val_acc: 0.6333
Epoch 14020/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2839 - acc: 0.8736 - val_loss: 1.5943 - val_acc: 0.6278
Epoch 14021/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2794 - acc: 0.8806 - val_loss: 1.5773 - val_acc: 0.6444
Epoch 14022/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2637 - acc: 0.8889 - val_loss: 1.5979 - val_acc: 0.6500
Epoch 14023/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2623 - acc: 0.8917 - val_loss: 1.5897 - val_acc: 0.6444
Epoch 14024/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2476 - acc: 0.9028 - val_loss: 1.5972 - val_acc: 0.6444
Epoch 14025/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2444 - acc: 0.9028 - val_loss: 1.5812 - val_acc: 0.6444
Epoch 14026/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2401 - acc: 0.9014 - val_loss: 1.5663 - val_acc: 0.6667
Epoch 14027/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2371 - acc: 0.9042 - val_loss: 1.5992 - val_acc: 0.6611
Epoch 14028/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2372 - acc: 0.8972 - val_loss: 1.5864 - val_acc: 0.6500
Epoch 14029/15000
720/720 [==============================] - 0s 24us/step - loss: 0.2308 - acc: 0.9042 - val_loss: 1.6133 - val_acc: 0.6556
Epoch 14030/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2267 - acc: 0.8958 - val_loss: 1.6082 - val_acc: 0.6389
Epoch 14031/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2251 - acc: 0.9083 - val_loss: 1.6239 - val_acc: 0.6389
Epoch 14032/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2208 - acc: 0.9167 - val_loss: 1.6319 - val_acc: 0.6278
Epoch 14033/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2206 - acc: 0.9139 - val_loss: 1.6303 - val_acc: 0.6278
Epoch 14034/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2161 - acc: 0.9194 - val_loss: 1.6374 - val_acc: 0.6500
Epoch 14035/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2156 - acc: 0.9167 - val_loss: 1.6265 - val_acc: 0.6444
Epoch 14036/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2134 - acc: 0.9222 - val_loss: 1.6425 - val_acc: 0.6444
Epoch 14037/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2112 - acc: 0.9194 - val_loss: 1.6529 - val_acc: 0.6444
Epoch 14038/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2099 - acc: 0.9250 - val_loss: 1.6706 - val_acc: 0.6556
Epoch 14039/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2077 - acc: 0.9194 - val_loss: 1.6778 - val_acc: 0.6556
Epoch 14040/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2069 - acc: 0.9222 - val_loss: 1.6724 - val_acc: 0.6444
Epoch 14041/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2057 - acc: 0.9194 - val_loss: 1.6765 - val_acc: 0.6444
Epoch 14042/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2048 - acc: 0.9222 - val_loss: 1.6626 - val_acc: 0.6500
Epoch 14043/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2036 - acc: 0.9306 - val_loss: 1.6680 - val_acc: 0.6444
Epoch 14044/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2024 - acc: 0.9250 - val_loss: 1.6555 - val_acc: 0.6389
Epoch 14045/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2013 - acc: 0.9306 - val_loss: 1.6558 - val_acc: 0.6500
Epoch 14046/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2007 - acc: 0.9278 - val_loss: 1.6481 - val_acc: 0.6556
Epoch 14047/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1990 - acc: 0.9319 - val_loss: 1.6496 - val_acc: 0.6500
Epoch 14048/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1986 - acc: 0.9292 - val_loss: 1.6522 - val_acc: 0.6556
Epoch 14049/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1974 - acc: 0.9250 - val_loss: 1.6546 - val_acc: 0.6556
Epoch 14050/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1971 - acc: 0.9306 - val_loss: 1.6641 - val_acc: 0.6500
Epoch 14051/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1966 - acc: 0.9306 - val_loss: 1.6612 - val_acc: 0.6556
Epoch 14052/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1959 - acc: 0.9306 - val_loss: 1.6673 - val_acc: 0.6556
Epoch 14053/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1953 - acc: 0.9319 - val_loss: 1.6570 - val_acc: 0.6556
Epoch 14054/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1948 - acc: 0.9319 - val_loss: 1.6648 - val_acc: 0.6611
Epoch 14055/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1942 - acc: 0.9306 - val_loss: 1.6568 - val_acc: 0.6556
Epoch 14056/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1940 - acc: 0.9306 - val_loss: 1.6705 - val_acc: 0.6556
Epoch 14057/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1937 - acc: 0.9292 - val_loss: 1.6574 - val_acc: 0.6611
Epoch 14058/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1936 - acc: 0.9278 - val_loss: 1.6707 - val_acc: 0.6556
Epoch 14059/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1938 - acc: 0.9250 - val_loss: 1.6511 - val_acc: 0.6500
Epoch 14060/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1939 - acc: 0.9264 - val_loss: 1.6735 - val_acc: 0.6500
Epoch 14061/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1949 - acc: 0.9236 - val_loss: 1.6511 - val_acc: 0.6278
Epoch 14062/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1955 - acc: 0.9292 - val_loss: 1.6795 - val_acc: 0.6611
Epoch 14063/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1976 - acc: 0.9236 - val_loss: 1.6493 - val_acc: 0.6167
Epoch 14064/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1977 - acc: 0.9278 - val_loss: 1.6817 - val_acc: 0.6556
Epoch 14065/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1998 - acc: 0.9194 - val_loss: 1.6466 - val_acc: 0.6111
Epoch 14066/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1984 - acc: 0.9278 - val_loss: 1.6824 - val_acc: 0.6500
Epoch 14067/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1988 - acc: 0.9208 - val_loss: 1.6498 - val_acc: 0.6222
Epoch 14068/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1953 - acc: 0.9278 - val_loss: 1.6776 - val_acc: 0.6556
Epoch 14069/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1931 - acc: 0.9264 - val_loss: 1.6560 - val_acc: 0.6389
Epoch 14070/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1897 - acc: 0.9306 - val_loss: 1.6673 - val_acc: 0.6444
Epoch 14071/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1877 - acc: 0.9319 - val_loss: 1.6662 - val_acc: 0.6556
Epoch 14072/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1872 - acc: 0.9333 - val_loss: 1.6611 - val_acc: 0.6333
Epoch 14073/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9333 - val_loss: 1.6766 - val_acc: 0.6444
Epoch 14074/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1892 - acc: 0.9306 - val_loss: 1.6591 - val_acc: 0.6278
Epoch 14075/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1903 - acc: 0.9292 - val_loss: 1.6814 - val_acc: 0.6444
Epoch 14076/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1921 - acc: 0.9278 - val_loss: 1.6584 - val_acc: 0.6111
Epoch 14077/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9306 - val_loss: 1.6825 - val_acc: 0.6444
Epoch 14078/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1935 - acc: 0.9250 - val_loss: 1.6578 - val_acc: 0.6111
Epoch 14079/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9264 - val_loss: 1.6813 - val_acc: 0.6444
Epoch 14080/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1918 - acc: 0.9264 - val_loss: 1.6603 - val_acc: 0.6167
Epoch 14081/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1894 - acc: 0.9292 - val_loss: 1.6793 - val_acc: 0.6389
Epoch 14082/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1876 - acc: 0.9319 - val_loss: 1.6679 - val_acc: 0.6333
Epoch 14083/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9319 - val_loss: 1.6751 - val_acc: 0.6500
Epoch 14084/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1843 - acc: 0.9361 - val_loss: 1.6754 - val_acc: 0.6444
Epoch 14085/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1841 - acc: 0.9361 - val_loss: 1.6713 - val_acc: 0.6333
Epoch 14086/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1846 - acc: 0.9333 - val_loss: 1.6824 - val_acc: 0.6389
Epoch 14087/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1856 - acc: 0.9375 - val_loss: 1.6713 - val_acc: 0.6333
Epoch 14088/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1864 - acc: 0.9333 - val_loss: 1.6882 - val_acc: 0.6389
Epoch 14089/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1875 - acc: 0.9319 - val_loss: 1.6715 - val_acc: 0.6278
Epoch 14090/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1878 - acc: 0.9319 - val_loss: 1.6912 - val_acc: 0.6500
Epoch 14091/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1889 - acc: 0.9319 - val_loss: 1.6705 - val_acc: 0.6222
Epoch 14092/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1886 - acc: 0.9306 - val_loss: 1.6917 - val_acc: 0.6500
Epoch 14093/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1893 - acc: 0.9319 - val_loss: 1.6697 - val_acc: 0.6222
Epoch 14094/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1883 - acc: 0.9306 - val_loss: 1.6903 - val_acc: 0.6444
Epoch 14095/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1881 - acc: 0.9319 - val_loss: 1.6710 - val_acc: 0.6278
Epoch 14096/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1864 - acc: 0.9319 - val_loss: 1.6873 - val_acc: 0.6444
Epoch 14097/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1853 - acc: 0.9347 - val_loss: 1.6739 - val_acc: 0.6389
Epoch 14098/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1837 - acc: 0.9333 - val_loss: 1.6840 - val_acc: 0.6556
Epoch 14099/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1826 - acc: 0.9361 - val_loss: 1.6804 - val_acc: 0.6444
Epoch 14100/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1819 - acc: 0.9347 - val_loss: 1.6827 - val_acc: 0.6444
Epoch 14101/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1817 - acc: 0.9361 - val_loss: 1.6859 - val_acc: 0.6556
Epoch 14102/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1818 - acc: 0.9361 - val_loss: 1.6810 - val_acc: 0.6444
Epoch 14103/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1821 - acc: 0.9347 - val_loss: 1.6887 - val_acc: 0.6444
Epoch 14104/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1826 - acc: 0.9361 - val_loss: 1.6778 - val_acc: 0.6389
Epoch 14105/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1831 - acc: 0.9333 - val_loss: 1.6918 - val_acc: 0.6444
Epoch 14106/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1841 - acc: 0.9333 - val_loss: 1.6766 - val_acc: 0.6278
Epoch 14107/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1849 - acc: 0.9319 - val_loss: 1.6968 - val_acc: 0.6500
Epoch 14108/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1868 - acc: 0.9306 - val_loss: 1.6757 - val_acc: 0.6222
Epoch 14109/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1880 - acc: 0.9306 - val_loss: 1.7029 - val_acc: 0.6500
Epoch 14110/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1916 - acc: 0.9278 - val_loss: 1.6740 - val_acc: 0.6222
Epoch 14111/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1933 - acc: 0.9306 - val_loss: 1.7108 - val_acc: 0.6444
Epoch 14112/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2004 - acc: 0.9139 - val_loss: 1.6725 - val_acc: 0.6111
Epoch 14113/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2019 - acc: 0.9264 - val_loss: 1.7194 - val_acc: 0.6500
Epoch 14114/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2133 - acc: 0.9111 - val_loss: 1.6705 - val_acc: 0.6167
Epoch 14115/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2112 - acc: 0.9222 - val_loss: 1.7233 - val_acc: 0.6444
Epoch 14116/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2216 - acc: 0.9083 - val_loss: 1.6679 - val_acc: 0.6167
Epoch 14117/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2084 - acc: 0.9236 - val_loss: 1.7059 - val_acc: 0.6500
Epoch 14118/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2011 - acc: 0.9167 - val_loss: 1.6730 - val_acc: 0.6167
Epoch 14119/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1846 - acc: 0.9319 - val_loss: 1.6780 - val_acc: 0.6278
Epoch 14120/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1819 - acc: 0.9333 - val_loss: 1.7061 - val_acc: 0.6500
Epoch 14121/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1917 - acc: 0.9250 - val_loss: 1.6759 - val_acc: 0.6167
Epoch 14122/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1980 - acc: 0.9264 - val_loss: 1.7282 - val_acc: 0.6500
Epoch 14123/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2067 - acc: 0.9125 - val_loss: 1.6809 - val_acc: 0.6111
Epoch 14124/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1975 - acc: 0.9264 - val_loss: 1.7113 - val_acc: 0.6389
Epoch 14125/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1907 - acc: 0.9236 - val_loss: 1.6879 - val_acc: 0.6278
Epoch 14126/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1814 - acc: 0.9375 - val_loss: 1.6893 - val_acc: 0.6278
Epoch 14127/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1810 - acc: 0.9389 - val_loss: 1.7123 - val_acc: 0.6444
Epoch 14128/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1875 - acc: 0.9292 - val_loss: 1.6873 - val_acc: 0.6167
Epoch 14129/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1922 - acc: 0.9292 - val_loss: 1.7299 - val_acc: 0.6500
Epoch 14130/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1985 - acc: 0.9194 - val_loss: 1.6894 - val_acc: 0.6222
Epoch 14131/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1947 - acc: 0.9250 - val_loss: 1.7232 - val_acc: 0.6444
Epoch 14132/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1932 - acc: 0.9222 - val_loss: 1.6918 - val_acc: 0.6167
Epoch 14133/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1854 - acc: 0.9333 - val_loss: 1.7045 - val_acc: 0.6444
Epoch 14134/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1802 - acc: 0.9375 - val_loss: 1.7018 - val_acc: 0.6444
Epoch 14135/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1789 - acc: 0.9361 - val_loss: 1.6940 - val_acc: 0.6278
Epoch 14136/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1818 - acc: 0.9333 - val_loss: 1.7190 - val_acc: 0.6389
Epoch 14137/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1864 - acc: 0.9333 - val_loss: 1.6950 - val_acc: 0.6222
Epoch 14138/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1877 - acc: 0.9306 - val_loss: 1.7263 - val_acc: 0.6500
Epoch 14139/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1892 - acc: 0.9278 - val_loss: 1.6962 - val_acc: 0.6222
Epoch 14140/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1858 - acc: 0.9333 - val_loss: 1.7168 - val_acc: 0.6444
Epoch 14141/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1830 - acc: 0.9306 - val_loss: 1.7004 - val_acc: 0.6278
Epoch 14142/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1793 - acc: 0.9347 - val_loss: 1.7052 - val_acc: 0.6389
Epoch 14143/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1777 - acc: 0.9361 - val_loss: 1.7122 - val_acc: 0.6500
Epoch 14144/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1787 - acc: 0.9375 - val_loss: 1.7032 - val_acc: 0.6278
Epoch 14145/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1808 - acc: 0.9333 - val_loss: 1.7257 - val_acc: 0.6389
Epoch 14146/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1835 - acc: 0.9333 - val_loss: 1.7042 - val_acc: 0.6222
Epoch 14147/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9333 - val_loss: 1.7307 - val_acc: 0.6500
Epoch 14148/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1860 - acc: 0.9306 - val_loss: 1.7036 - val_acc: 0.6222
Epoch 14149/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1844 - acc: 0.9347 - val_loss: 1.7256 - val_acc: 0.6444
Epoch 14150/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1833 - acc: 0.9306 - val_loss: 1.7065 - val_acc: 0.6278
Epoch 14151/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1801 - acc: 0.9361 - val_loss: 1.7181 - val_acc: 0.6500
Epoch 14152/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1778 - acc: 0.9375 - val_loss: 1.7147 - val_acc: 0.6444
Epoch 14153/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1766 - acc: 0.9361 - val_loss: 1.7146 - val_acc: 0.6389
Epoch 14154/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1770 - acc: 0.9361 - val_loss: 1.7259 - val_acc: 0.6389
Epoch 14155/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1783 - acc: 0.9375 - val_loss: 1.7129 - val_acc: 0.6278
Epoch 14156/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1797 - acc: 0.9361 - val_loss: 1.7316 - val_acc: 0.6444
Epoch 14157/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1815 - acc: 0.9319 - val_loss: 1.7094 - val_acc: 0.6278
Epoch 14158/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1820 - acc: 0.9347 - val_loss: 1.7311 - val_acc: 0.6444
Epoch 14159/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1829 - acc: 0.9292 - val_loss: 1.7092 - val_acc: 0.6222
Epoch 14160/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1816 - acc: 0.9361 - val_loss: 1.7298 - val_acc: 0.6389
Epoch 14161/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1806 - acc: 0.9333 - val_loss: 1.7149 - val_acc: 0.6278
Epoch 14162/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1785 - acc: 0.9375 - val_loss: 1.7283 - val_acc: 0.6444
Epoch 14163/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1771 - acc: 0.9375 - val_loss: 1.7205 - val_acc: 0.6278
Epoch 14164/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1760 - acc: 0.9361 - val_loss: 1.7243 - val_acc: 0.6444
Epoch 14165/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9361 - val_loss: 1.7248 - val_acc: 0.6444
Epoch 14166/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1754 - acc: 0.9361 - val_loss: 1.7203 - val_acc: 0.6278
Epoch 14167/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1757 - acc: 0.9361 - val_loss: 1.7278 - val_acc: 0.6500
Epoch 14168/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1763 - acc: 0.9361 - val_loss: 1.7182 - val_acc: 0.6278
Epoch 14169/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1768 - acc: 0.9347 - val_loss: 1.7315 - val_acc: 0.6500
Epoch 14170/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1775 - acc: 0.9347 - val_loss: 1.7183 - val_acc: 0.6278
Epoch 14171/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1779 - acc: 0.9347 - val_loss: 1.7357 - val_acc: 0.6444
Epoch 14172/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1788 - acc: 0.9347 - val_loss: 1.7168 - val_acc: 0.6278
Epoch 14173/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1794 - acc: 0.9347 - val_loss: 1.7381 - val_acc: 0.6500
Epoch 14174/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1809 - acc: 0.9319 - val_loss: 1.7137 - val_acc: 0.6222
Epoch 14175/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1816 - acc: 0.9347 - val_loss: 1.7402 - val_acc: 0.6556
Epoch 14176/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1839 - acc: 0.9306 - val_loss: 1.7115 - val_acc: 0.6222
Epoch 14177/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1842 - acc: 0.9347 - val_loss: 1.7433 - val_acc: 0.6500
Epoch 14178/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1866 - acc: 0.9236 - val_loss: 1.7110 - val_acc: 0.6222
Epoch 14179/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1854 - acc: 0.9319 - val_loss: 1.7447 - val_acc: 0.6556
Epoch 14180/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1865 - acc: 0.9264 - val_loss: 1.7121 - val_acc: 0.6222
Epoch 14181/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1835 - acc: 0.9333 - val_loss: 1.7406 - val_acc: 0.6500
Epoch 14182/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1821 - acc: 0.9333 - val_loss: 1.7159 - val_acc: 0.6222
Epoch 14183/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9361 - val_loss: 1.7315 - val_acc: 0.6444
Epoch 14184/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1758 - acc: 0.9375 - val_loss: 1.7229 - val_acc: 0.6278
Epoch 14185/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1741 - acc: 0.9361 - val_loss: 1.7245 - val_acc: 0.6278
Epoch 14186/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1739 - acc: 0.9361 - val_loss: 1.7326 - val_acc: 0.6444
Epoch 14187/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1748 - acc: 0.9375 - val_loss: 1.7216 - val_acc: 0.6167
Epoch 14188/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1762 - acc: 0.9347 - val_loss: 1.7408 - val_acc: 0.6389
Epoch 14189/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1783 - acc: 0.9347 - val_loss: 1.7190 - val_acc: 0.6278
Epoch 14190/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1799 - acc: 0.9347 - val_loss: 1.7472 - val_acc: 0.6444
Epoch 14191/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1831 - acc: 0.9319 - val_loss: 1.7162 - val_acc: 0.6222
Epoch 14192/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1849 - acc: 0.9306 - val_loss: 1.7545 - val_acc: 0.6556
Epoch 14193/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1908 - acc: 0.9208 - val_loss: 1.7136 - val_acc: 0.6222
Epoch 14194/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1927 - acc: 0.9278 - val_loss: 1.7642 - val_acc: 0.6444
Epoch 14195/15000
720/720 [==============================] - 0s 8us/step - loss: 0.2029 - acc: 0.9153 - val_loss: 1.7110 - val_acc: 0.6222
Epoch 14196/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2035 - acc: 0.9250 - val_loss: 1.7736 - val_acc: 0.6444
Epoch 14197/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2175 - acc: 0.9069 - val_loss: 1.7074 - val_acc: 0.6222
Epoch 14198/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2113 - acc: 0.9153 - val_loss: 1.7692 - val_acc: 0.6444
Epoch 14199/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2164 - acc: 0.9083 - val_loss: 1.7055 - val_acc: 0.6222
Epoch 14200/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1944 - acc: 0.9306 - val_loss: 1.7302 - val_acc: 0.6611
Epoch 14201/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1790 - acc: 0.9333 - val_loss: 1.7257 - val_acc: 0.6444
Epoch 14202/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1755 - acc: 0.9375 - val_loss: 1.7084 - val_acc: 0.6167
Epoch 14203/15000
720/720 [==============================] - 0s 30us/step - loss: 0.1863 - acc: 0.9319 - val_loss: 1.7673 - val_acc: 0.6389
Epoch 14204/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2023 - acc: 0.9139 - val_loss: 1.7133 - val_acc: 0.6167
Epoch 14205/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1994 - acc: 0.9278 - val_loss: 1.7663 - val_acc: 0.6389
Epoch 14206/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1979 - acc: 0.9181 - val_loss: 1.7195 - val_acc: 0.6167
Epoch 14207/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1813 - acc: 0.9375 - val_loss: 1.7299 - val_acc: 0.6333
Epoch 14208/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1739 - acc: 0.9361 - val_loss: 1.7433 - val_acc: 0.6556
Epoch 14209/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1784 - acc: 0.9333 - val_loss: 1.7222 - val_acc: 0.6167
Epoch 14210/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1853 - acc: 0.9319 - val_loss: 1.7708 - val_acc: 0.6500
Epoch 14211/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1927 - acc: 0.9222 - val_loss: 1.7290 - val_acc: 0.6167
Epoch 14212/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1882 - acc: 0.9306 - val_loss: 1.7627 - val_acc: 0.6556
Epoch 14213/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1843 - acc: 0.9264 - val_loss: 1.7329 - val_acc: 0.6167
Epoch 14214/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1763 - acc: 0.9347 - val_loss: 1.7402 - val_acc: 0.6333
Epoch 14215/15000
720/720 [==============================] - 0s 1us/step - loss: 0.1727 - acc: 0.9375 - val_loss: 1.7451 - val_acc: 0.6444
Epoch 14216/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1742 - acc: 0.9375 - val_loss: 1.7310 - val_acc: 0.6111
Epoch 14217/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1775 - acc: 0.9361 - val_loss: 1.7564 - val_acc: 0.6500
Epoch 14218/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1806 - acc: 0.9347 - val_loss: 1.7312 - val_acc: 0.6111
Epoch 14219/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1791 - acc: 0.9333 - val_loss: 1.7546 - val_acc: 0.6500
Epoch 14220/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1771 - acc: 0.9347 - val_loss: 1.7367 - val_acc: 0.6167
Epoch 14221/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1738 - acc: 0.9347 - val_loss: 1.7434 - val_acc: 0.6333
Epoch 14222/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1720 - acc: 0.9361 - val_loss: 1.7435 - val_acc: 0.6333
Epoch 14223/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1720 - acc: 0.9375 - val_loss: 1.7350 - val_acc: 0.6167
Epoch 14224/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1734 - acc: 0.9361 - val_loss: 1.7505 - val_acc: 0.6333
Epoch 14225/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1749 - acc: 0.9375 - val_loss: 1.7348 - val_acc: 0.6167
Epoch 14226/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1753 - acc: 0.9403 - val_loss: 1.7544 - val_acc: 0.6389
Epoch 14227/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1754 - acc: 0.9375 - val_loss: 1.7381 - val_acc: 0.6167
Epoch 14228/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1743 - acc: 0.9389 - val_loss: 1.7528 - val_acc: 0.6333
Epoch 14229/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1733 - acc: 0.9389 - val_loss: 1.7416 - val_acc: 0.6222
Epoch 14230/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1720 - acc: 0.9375 - val_loss: 1.7468 - val_acc: 0.6333
Epoch 14231/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1713 - acc: 0.9389 - val_loss: 1.7447 - val_acc: 0.6333
Epoch 14232/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1711 - acc: 0.9389 - val_loss: 1.7420 - val_acc: 0.6222
Epoch 14233/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1713 - acc: 0.9375 - val_loss: 1.7493 - val_acc: 0.6278
Epoch 14234/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1717 - acc: 0.9389 - val_loss: 1.7406 - val_acc: 0.6167
Epoch 14235/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1722 - acc: 0.9375 - val_loss: 1.7530 - val_acc: 0.6444
Epoch 14236/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1727 - acc: 0.9389 - val_loss: 1.7398 - val_acc: 0.6167
Epoch 14237/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1729 - acc: 0.9389 - val_loss: 1.7538 - val_acc: 0.6389
Epoch 14238/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1732 - acc: 0.9375 - val_loss: 1.7390 - val_acc: 0.6167
Epoch 14239/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1731 - acc: 0.9389 - val_loss: 1.7537 - val_acc: 0.6333
Epoch 14240/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1733 - acc: 0.9389 - val_loss: 1.7393 - val_acc: 0.6167
Epoch 14241/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1730 - acc: 0.9389 - val_loss: 1.7539 - val_acc: 0.6389
Epoch 14242/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1729 - acc: 0.9389 - val_loss: 1.7409 - val_acc: 0.6167
Epoch 14243/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1725 - acc: 0.9375 - val_loss: 1.7540 - val_acc: 0.6333
Epoch 14244/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1722 - acc: 0.9389 - val_loss: 1.7422 - val_acc: 0.6222
Epoch 14245/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1718 - acc: 0.9375 - val_loss: 1.7531 - val_acc: 0.6333
Epoch 14246/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1715 - acc: 0.9389 - val_loss: 1.7432 - val_acc: 0.6278
Epoch 14247/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1711 - acc: 0.9375 - val_loss: 1.7518 - val_acc: 0.6333
Epoch 14248/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1708 - acc: 0.9389 - val_loss: 1.7445 - val_acc: 0.6278
Epoch 14249/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1706 - acc: 0.9389 - val_loss: 1.7513 - val_acc: 0.6333
Epoch 14250/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1704 - acc: 0.9375 - val_loss: 1.7462 - val_acc: 0.6278
Epoch 14251/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1702 - acc: 0.9389 - val_loss: 1.7519 - val_acc: 0.6333
Epoch 14252/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1701 - acc: 0.9375 - val_loss: 1.7480 - val_acc: 0.6278
Epoch 14253/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1700 - acc: 0.9389 - val_loss: 1.7524 - val_acc: 0.6333
Epoch 14254/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1699 - acc: 0.9375 - val_loss: 1.7489 - val_acc: 0.6278
Epoch 14255/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1698 - acc: 0.9389 - val_loss: 1.7530 - val_acc: 0.6333
Epoch 14256/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1698 - acc: 0.9375 - val_loss: 1.7492 - val_acc: 0.6278
Epoch 14257/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1697 - acc: 0.9389 - val_loss: 1.7540 - val_acc: 0.6333
Epoch 14258/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1697 - acc: 0.9375 - val_loss: 1.7493 - val_acc: 0.6278
Epoch 14259/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1698 - acc: 0.9389 - val_loss: 1.7555 - val_acc: 0.6333
Epoch 14260/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1698 - acc: 0.9375 - val_loss: 1.7489 - val_acc: 0.6278
Epoch 14261/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1700 - acc: 0.9389 - val_loss: 1.7575 - val_acc: 0.6333
Epoch 14262/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1703 - acc: 0.9389 - val_loss: 1.7473 - val_acc: 0.6167
Epoch 14263/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1708 - acc: 0.9389 - val_loss: 1.7603 - val_acc: 0.6333
Epoch 14264/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1718 - acc: 0.9389 - val_loss: 1.7445 - val_acc: 0.6167
Epoch 14265/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1730 - acc: 0.9389 - val_loss: 1.7657 - val_acc: 0.6500
Epoch 14266/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1759 - acc: 0.9347 - val_loss: 1.7409 - val_acc: 0.6111
Epoch 14267/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1793 - acc: 0.9347 - val_loss: 1.7777 - val_acc: 0.6611
Epoch 14268/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1887 - acc: 0.9222 - val_loss: 1.7329 - val_acc: 0.6222
Epoch 14269/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1992 - acc: 0.9264 - val_loss: 1.8098 - val_acc: 0.6333
Epoch 14270/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2391 - acc: 0.8986 - val_loss: 1.7242 - val_acc: 0.6222
Epoch 14271/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2917 - acc: 0.8569 - val_loss: 1.9441 - val_acc: 0.6222
Epoch 14272/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5696 - acc: 0.7417 - val_loss: 1.7674 - val_acc: 0.6278
Epoch 14273/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9738 - acc: 0.6556 - val_loss: 1.7834 - val_acc: 0.6667
Epoch 14274/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3467 - acc: 0.8403 - val_loss: 1.8294 - val_acc: 0.6667
Epoch 14275/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4235 - acc: 0.8167 - val_loss: 1.7403 - val_acc: 0.6222
Epoch 14276/15000
720/720 [==============================] - 0s 10us/step - loss: 0.9102 - acc: 0.6736 - val_loss: 1.6608 - val_acc: 0.6500
Epoch 14277/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3125 - acc: 0.8625 - val_loss: 1.9558 - val_acc: 0.6056
Epoch 14278/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9483 - acc: 0.6708 - val_loss: 1.6400 - val_acc: 0.6222
Epoch 14279/15000
720/720 [==============================] - 0s 10us/step - loss: 0.5166 - acc: 0.7736 - val_loss: 1.6084 - val_acc: 0.6444
Epoch 14280/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5262 - acc: 0.7583 - val_loss: 1.6341 - val_acc: 0.6500
Epoch 14281/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4901 - acc: 0.7833 - val_loss: 1.6615 - val_acc: 0.6444
Epoch 14282/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4166 - acc: 0.8222 - val_loss: 1.6536 - val_acc: 0.5833
Epoch 14283/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5234 - acc: 0.7764 - val_loss: 1.6063 - val_acc: 0.6556
Epoch 14284/15000
720/720 [==============================] - 0s 24us/step - loss: 0.3534 - acc: 0.8431 - val_loss: 1.6675 - val_acc: 0.6722
Epoch 14285/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4842 - acc: 0.7903 - val_loss: 1.5953 - val_acc: 0.6611
Epoch 14286/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3893 - acc: 0.8264 - val_loss: 1.5894 - val_acc: 0.6278
Epoch 14287/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3849 - acc: 0.8375 - val_loss: 1.5894 - val_acc: 0.6500
Epoch 14288/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3698 - acc: 0.8528 - val_loss: 1.6827 - val_acc: 0.6222
Epoch 14289/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3828 - acc: 0.8403 - val_loss: 1.6206 - val_acc: 0.6500
Epoch 14290/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3111 - acc: 0.8556 - val_loss: 1.6169 - val_acc: 0.6722
Epoch 14291/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3431 - acc: 0.8292 - val_loss: 1.6199 - val_acc: 0.6111
Epoch 14292/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3076 - acc: 0.8611 - val_loss: 1.6586 - val_acc: 0.6167
Epoch 14293/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3055 - acc: 0.8667 - val_loss: 1.6359 - val_acc: 0.6389
Epoch 14294/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2745 - acc: 0.8875 - val_loss: 1.6474 - val_acc: 0.6444
Epoch 14295/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2701 - acc: 0.8917 - val_loss: 1.6774 - val_acc: 0.6111
Epoch 14296/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2722 - acc: 0.8778 - val_loss: 1.6649 - val_acc: 0.6278
Epoch 14297/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2635 - acc: 0.8889 - val_loss: 1.6982 - val_acc: 0.6500
Epoch 14298/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2357 - acc: 0.9028 - val_loss: 1.7120 - val_acc: 0.6500
Epoch 14299/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2462 - acc: 0.8917 - val_loss: 1.6762 - val_acc: 0.6500
Epoch 14300/15000
720/720 [==============================] - 0s 13us/step - loss: 0.2284 - acc: 0.9069 - val_loss: 1.6438 - val_acc: 0.6389
Epoch 14301/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2236 - acc: 0.9028 - val_loss: 1.6358 - val_acc: 0.6444
Epoch 14302/15000
720/720 [==============================] - 0s 25us/step - loss: 0.2317 - acc: 0.9028 - val_loss: 1.6377 - val_acc: 0.6167
Epoch 14303/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2062 - acc: 0.9236 - val_loss: 1.6695 - val_acc: 0.6111
Epoch 14304/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2185 - acc: 0.9083 - val_loss: 1.6883 - val_acc: 0.6444
Epoch 14305/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2107 - acc: 0.9111 - val_loss: 1.6779 - val_acc: 0.6389
Epoch 14306/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2013 - acc: 0.9167 - val_loss: 1.6717 - val_acc: 0.6278
Epoch 14307/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1983 - acc: 0.9167 - val_loss: 1.7072 - val_acc: 0.6389
Epoch 14308/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2071 - acc: 0.9181 - val_loss: 1.7021 - val_acc: 0.6222
Epoch 14309/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1952 - acc: 0.9236 - val_loss: 1.7131 - val_acc: 0.6333
Epoch 14310/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1940 - acc: 0.9292 - val_loss: 1.7075 - val_acc: 0.6389
Epoch 14311/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1929 - acc: 0.9264 - val_loss: 1.6640 - val_acc: 0.6111
Epoch 14312/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1922 - acc: 0.9236 - val_loss: 1.6744 - val_acc: 0.6056
Epoch 14313/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1855 - acc: 0.9306 - val_loss: 1.6957 - val_acc: 0.6222
Epoch 14314/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1863 - acc: 0.9306 - val_loss: 1.7138 - val_acc: 0.6111
Epoch 14315/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1846 - acc: 0.9361 - val_loss: 1.7392 - val_acc: 0.6111
Epoch 14316/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1824 - acc: 0.9347 - val_loss: 1.7425 - val_acc: 0.6111
Epoch 14317/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1794 - acc: 0.9347 - val_loss: 1.7449 - val_acc: 0.6111
Epoch 14318/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1821 - acc: 0.9333 - val_loss: 1.7553 - val_acc: 0.6222
Epoch 14319/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1787 - acc: 0.9347 - val_loss: 1.7617 - val_acc: 0.6167
Epoch 14320/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1779 - acc: 0.9361 - val_loss: 1.7573 - val_acc: 0.6222
Epoch 14321/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1775 - acc: 0.9403 - val_loss: 1.7495 - val_acc: 0.6167
Epoch 14322/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1769 - acc: 0.9403 - val_loss: 1.7431 - val_acc: 0.6167
Epoch 14323/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1763 - acc: 0.9389 - val_loss: 1.7536 - val_acc: 0.6167
Epoch 14324/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1740 - acc: 0.9361 - val_loss: 1.7671 - val_acc: 0.6333
Epoch 14325/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1757 - acc: 0.9375 - val_loss: 1.7613 - val_acc: 0.6222
Epoch 14326/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1733 - acc: 0.9375 - val_loss: 1.7581 - val_acc: 0.6222
Epoch 14327/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1736 - acc: 0.9375 - val_loss: 1.7593 - val_acc: 0.6389
Epoch 14328/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1729 - acc: 0.9375 - val_loss: 1.7617 - val_acc: 0.6278
Epoch 14329/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1730 - acc: 0.9389 - val_loss: 1.7681 - val_acc: 0.6222
Epoch 14330/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1716 - acc: 0.9403 - val_loss: 1.7667 - val_acc: 0.6222
Epoch 14331/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1716 - acc: 0.9389 - val_loss: 1.7639 - val_acc: 0.6222
Epoch 14332/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1710 - acc: 0.9375 - val_loss: 1.7662 - val_acc: 0.6222
Epoch 14333/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1711 - acc: 0.9403 - val_loss: 1.7683 - val_acc: 0.6111
Epoch 14334/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1705 - acc: 0.9389 - val_loss: 1.7770 - val_acc: 0.6167
Epoch 14335/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1697 - acc: 0.9431 - val_loss: 1.7791 - val_acc: 0.6167
Epoch 14336/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1700 - acc: 0.9417 - val_loss: 1.7724 - val_acc: 0.6111
Epoch 14337/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1695 - acc: 0.9417 - val_loss: 1.7710 - val_acc: 0.6222
Epoch 14338/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1695 - acc: 0.9347 - val_loss: 1.7702 - val_acc: 0.6111
Epoch 14339/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1688 - acc: 0.9389 - val_loss: 1.7710 - val_acc: 0.6167
Epoch 14340/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1689 - acc: 0.9403 - val_loss: 1.7709 - val_acc: 0.6167
Epoch 14341/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1686 - acc: 0.9403 - val_loss: 1.7663 - val_acc: 0.6167
Epoch 14342/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1684 - acc: 0.9389 - val_loss: 1.7668 - val_acc: 0.6222
Epoch 14343/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1681 - acc: 0.9389 - val_loss: 1.7687 - val_acc: 0.6222
Epoch 14344/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1680 - acc: 0.9417 - val_loss: 1.7684 - val_acc: 0.6167
Epoch 14345/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1678 - acc: 0.9389 - val_loss: 1.7702 - val_acc: 0.6222
Epoch 14346/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1677 - acc: 0.9389 - val_loss: 1.7666 - val_acc: 0.6222
Epoch 14347/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1674 - acc: 0.9389 - val_loss: 1.7653 - val_acc: 0.6222
Epoch 14348/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1674 - acc: 0.9403 - val_loss: 1.7677 - val_acc: 0.6222
Epoch 14349/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.7685 - val_acc: 0.6167
Epoch 14350/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.7701 - val_acc: 0.6222
Epoch 14351/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1669 - acc: 0.9417 - val_loss: 1.7701 - val_acc: 0.6222
Epoch 14352/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1668 - acc: 0.9431 - val_loss: 1.7708 - val_acc: 0.6167
Epoch 14353/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1667 - acc: 0.9417 - val_loss: 1.7745 - val_acc: 0.6167
Epoch 14354/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1666 - acc: 0.9375 - val_loss: 1.7758 - val_acc: 0.6167
Epoch 14355/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1665 - acc: 0.9403 - val_loss: 1.7770 - val_acc: 0.6167
Epoch 14356/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1663 - acc: 0.9403 - val_loss: 1.7764 - val_acc: 0.6167
Epoch 14357/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1663 - acc: 0.9417 - val_loss: 1.7748 - val_acc: 0.6167
Epoch 14358/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1662 - acc: 0.9389 - val_loss: 1.7771 - val_acc: 0.6222
Epoch 14359/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1661 - acc: 0.9389 - val_loss: 1.7795 - val_acc: 0.6167
Epoch 14360/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1659 - acc: 0.9403 - val_loss: 1.7813 - val_acc: 0.6167
Epoch 14361/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1659 - acc: 0.9403 - val_loss: 1.7819 - val_acc: 0.6167
Epoch 14362/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1658 - acc: 0.9389 - val_loss: 1.7813 - val_acc: 0.6167
Epoch 14363/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1657 - acc: 0.9389 - val_loss: 1.7830 - val_acc: 0.6167
Epoch 14364/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1656 - acc: 0.9389 - val_loss: 1.7835 - val_acc: 0.6167
Epoch 14365/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9417 - val_loss: 1.7826 - val_acc: 0.6167
Epoch 14366/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1654 - acc: 0.9417 - val_loss: 1.7821 - val_acc: 0.6222
Epoch 14367/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1654 - acc: 0.9403 - val_loss: 1.7812 - val_acc: 0.6167
Epoch 14368/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1653 - acc: 0.9403 - val_loss: 1.7820 - val_acc: 0.6222
Epoch 14369/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1652 - acc: 0.9417 - val_loss: 1.7829 - val_acc: 0.6222
Epoch 14370/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1651 - acc: 0.9417 - val_loss: 1.7831 - val_acc: 0.6222
Epoch 14371/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1650 - acc: 0.9403 - val_loss: 1.7837 - val_acc: 0.6222
Epoch 14372/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1649 - acc: 0.9403 - val_loss: 1.7838 - val_acc: 0.6222
Epoch 14373/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1649 - acc: 0.9403 - val_loss: 1.7847 - val_acc: 0.6222
Epoch 14374/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1648 - acc: 0.9417 - val_loss: 1.7851 - val_acc: 0.6222
Epoch 14375/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1647 - acc: 0.9417 - val_loss: 1.7848 - val_acc: 0.6167
Epoch 14376/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1647 - acc: 0.9417 - val_loss: 1.7852 - val_acc: 0.6222
Epoch 14377/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1646 - acc: 0.9417 - val_loss: 1.7854 - val_acc: 0.6167
Epoch 14378/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1645 - acc: 0.9417 - val_loss: 1.7856 - val_acc: 0.6167
Epoch 14379/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1644 - acc: 0.9403 - val_loss: 1.7858 - val_acc: 0.6222
Epoch 14380/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1644 - acc: 0.9403 - val_loss: 1.7854 - val_acc: 0.6167
Epoch 14381/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9417 - val_loss: 1.7856 - val_acc: 0.6167
Epoch 14382/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1643 - acc: 0.9417 - val_loss: 1.7856 - val_acc: 0.6167
Epoch 14383/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1642 - acc: 0.9417 - val_loss: 1.7858 - val_acc: 0.6167
Epoch 14384/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1641 - acc: 0.9403 - val_loss: 1.7861 - val_acc: 0.6167
Epoch 14385/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1641 - acc: 0.9403 - val_loss: 1.7856 - val_acc: 0.6167
Epoch 14386/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1640 - acc: 0.9417 - val_loss: 1.7857 - val_acc: 0.6167
Epoch 14387/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1639 - acc: 0.9417 - val_loss: 1.7860 - val_acc: 0.6167
Epoch 14388/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1639 - acc: 0.9417 - val_loss: 1.7866 - val_acc: 0.6167
Epoch 14389/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1638 - acc: 0.9417 - val_loss: 1.7869 - val_acc: 0.6167
Epoch 14390/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1638 - acc: 0.9417 - val_loss: 1.7865 - val_acc: 0.6167
Epoch 14391/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1637 - acc: 0.9417 - val_loss: 1.7863 - val_acc: 0.6167
Epoch 14392/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1637 - acc: 0.9417 - val_loss: 1.7862 - val_acc: 0.6167
Epoch 14393/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1636 - acc: 0.9417 - val_loss: 1.7865 - val_acc: 0.6167
Epoch 14394/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1635 - acc: 0.9417 - val_loss: 1.7869 - val_acc: 0.6167
Epoch 14395/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1635 - acc: 0.9417 - val_loss: 1.7866 - val_acc: 0.6167
Epoch 14396/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1634 - acc: 0.9417 - val_loss: 1.7867 - val_acc: 0.6167
Epoch 14397/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1634 - acc: 0.9417 - val_loss: 1.7870 - val_acc: 0.6167
Epoch 14398/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1633 - acc: 0.9417 - val_loss: 1.7873 - val_acc: 0.6167
Epoch 14399/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1633 - acc: 0.9417 - val_loss: 1.7874 - val_acc: 0.6111
Epoch 14400/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9431 - val_loss: 1.7873 - val_acc: 0.6111
Epoch 14401/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1632 - acc: 0.9431 - val_loss: 1.7875 - val_acc: 0.6111
Epoch 14402/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9431 - val_loss: 1.7876 - val_acc: 0.6111
Epoch 14403/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1631 - acc: 0.9431 - val_loss: 1.7877 - val_acc: 0.6111
Epoch 14404/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1630 - acc: 0.9444 - val_loss: 1.7880 - val_acc: 0.6111
Epoch 14405/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1630 - acc: 0.9444 - val_loss: 1.7881 - val_acc: 0.6111
Epoch 14406/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1629 - acc: 0.9431 - val_loss: 1.7884 - val_acc: 0.6111
Epoch 14407/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1629 - acc: 0.9431 - val_loss: 1.7885 - val_acc: 0.6111
Epoch 14408/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1628 - acc: 0.9431 - val_loss: 1.7886 - val_acc: 0.6111
Epoch 14409/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1628 - acc: 0.9444 - val_loss: 1.7887 - val_acc: 0.6111
Epoch 14410/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1627 - acc: 0.9444 - val_loss: 1.7886 - val_acc: 0.6111
Epoch 14411/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1627 - acc: 0.9444 - val_loss: 1.7888 - val_acc: 0.6111
Epoch 14412/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1626 - acc: 0.9444 - val_loss: 1.7888 - val_acc: 0.6111
Epoch 14413/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1626 - acc: 0.9444 - val_loss: 1.7889 - val_acc: 0.6167
Epoch 14414/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1625 - acc: 0.9444 - val_loss: 1.7890 - val_acc: 0.6167
Epoch 14415/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1625 - acc: 0.9444 - val_loss: 1.7890 - val_acc: 0.6167
Epoch 14416/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1624 - acc: 0.9444 - val_loss: 1.7893 - val_acc: 0.6167
Epoch 14417/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1624 - acc: 0.9444 - val_loss: 1.7894 - val_acc: 0.6167
Epoch 14418/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1623 - acc: 0.9444 - val_loss: 1.7895 - val_acc: 0.6167
Epoch 14419/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1623 - acc: 0.9444 - val_loss: 1.7895 - val_acc: 0.6167
Epoch 14420/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1622 - acc: 0.9444 - val_loss: 1.7895 - val_acc: 0.6167
Epoch 14421/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1622 - acc: 0.9444 - val_loss: 1.7897 - val_acc: 0.6167
Epoch 14422/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1621 - acc: 0.9444 - val_loss: 1.7899 - val_acc: 0.6167
Epoch 14423/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1621 - acc: 0.9444 - val_loss: 1.7901 - val_acc: 0.6167
Epoch 14424/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1620 - acc: 0.9444 - val_loss: 1.7901 - val_acc: 0.6167
Epoch 14425/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1620 - acc: 0.9444 - val_loss: 1.7902 - val_acc: 0.6167
Epoch 14426/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1619 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14427/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1619 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14428/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1618 - acc: 0.9444 - val_loss: 1.7904 - val_acc: 0.6167
Epoch 14429/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1618 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14430/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1618 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14431/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1617 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14432/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1617 - acc: 0.9444 - val_loss: 1.7902 - val_acc: 0.6167
Epoch 14433/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1616 - acc: 0.9444 - val_loss: 1.7902 - val_acc: 0.6167
Epoch 14434/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1616 - acc: 0.9444 - val_loss: 1.7902 - val_acc: 0.6167
Epoch 14435/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1615 - acc: 0.9444 - val_loss: 1.7902 - val_acc: 0.6167
Epoch 14436/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1615 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6167
Epoch 14437/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1614 - acc: 0.9444 - val_loss: 1.7904 - val_acc: 0.6167
Epoch 14438/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1614 - acc: 0.9444 - val_loss: 1.7905 - val_acc: 0.6167
Epoch 14439/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9444 - val_loss: 1.7907 - val_acc: 0.6167
Epoch 14440/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1613 - acc: 0.9444 - val_loss: 1.7909 - val_acc: 0.6167
Epoch 14441/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9444 - val_loss: 1.7911 - val_acc: 0.6167
Epoch 14442/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1612 - acc: 0.9444 - val_loss: 1.7913 - val_acc: 0.6167
Epoch 14443/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9444 - val_loss: 1.7916 - val_acc: 0.6167
Epoch 14444/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1611 - acc: 0.9444 - val_loss: 1.7917 - val_acc: 0.6167
Epoch 14445/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1610 - acc: 0.9444 - val_loss: 1.7919 - val_acc: 0.6167
Epoch 14446/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1610 - acc: 0.9444 - val_loss: 1.7921 - val_acc: 0.6167
Epoch 14447/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9444 - val_loss: 1.7922 - val_acc: 0.6167
Epoch 14448/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1609 - acc: 0.9444 - val_loss: 1.7924 - val_acc: 0.6167
Epoch 14449/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1609 - acc: 0.9444 - val_loss: 1.7925 - val_acc: 0.6167
Epoch 14450/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1608 - acc: 0.9444 - val_loss: 1.7927 - val_acc: 0.6167
Epoch 14451/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1608 - acc: 0.9444 - val_loss: 1.7929 - val_acc: 0.6167
Epoch 14452/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1607 - acc: 0.9444 - val_loss: 1.7932 - val_acc: 0.6167
Epoch 14453/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1607 - acc: 0.9444 - val_loss: 1.7933 - val_acc: 0.6167
Epoch 14454/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1606 - acc: 0.9444 - val_loss: 1.7936 - val_acc: 0.6167
Epoch 14455/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1606 - acc: 0.9444 - val_loss: 1.7938 - val_acc: 0.6167
Epoch 14456/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1605 - acc: 0.9444 - val_loss: 1.7939 - val_acc: 0.6167
Epoch 14457/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1605 - acc: 0.9444 - val_loss: 1.7941 - val_acc: 0.6167
Epoch 14458/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1605 - acc: 0.9444 - val_loss: 1.7942 - val_acc: 0.6167
Epoch 14459/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1604 - acc: 0.9444 - val_loss: 1.7943 - val_acc: 0.6167
Epoch 14460/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1604 - acc: 0.9444 - val_loss: 1.7944 - val_acc: 0.6167
Epoch 14461/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1603 - acc: 0.9444 - val_loss: 1.7945 - val_acc: 0.6167
Epoch 14462/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1603 - acc: 0.9444 - val_loss: 1.7945 - val_acc: 0.6167
Epoch 14463/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9444 - val_loss: 1.7946 - val_acc: 0.6167
Epoch 14464/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1602 - acc: 0.9444 - val_loss: 1.7946 - val_acc: 0.6167
Epoch 14465/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1601 - acc: 0.9444 - val_loss: 1.7947 - val_acc: 0.6167
Epoch 14466/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1601 - acc: 0.9444 - val_loss: 1.7948 - val_acc: 0.6167
Epoch 14467/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1601 - acc: 0.9444 - val_loss: 1.7948 - val_acc: 0.6167
Epoch 14468/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1600 - acc: 0.9444 - val_loss: 1.7949 - val_acc: 0.6167
Epoch 14469/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1600 - acc: 0.9444 - val_loss: 1.7950 - val_acc: 0.6167
Epoch 14470/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1599 - acc: 0.9444 - val_loss: 1.7950 - val_acc: 0.6167
Epoch 14471/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9444 - val_loss: 1.7951 - val_acc: 0.6167
Epoch 14472/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1599 - acc: 0.9444 - val_loss: 1.7952 - val_acc: 0.6167
Epoch 14473/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1598 - acc: 0.9444 - val_loss: 1.7952 - val_acc: 0.6167
Epoch 14474/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1598 - acc: 0.9444 - val_loss: 1.7953 - val_acc: 0.6167
Epoch 14475/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1597 - acc: 0.9444 - val_loss: 1.7953 - val_acc: 0.6167
Epoch 14476/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1597 - acc: 0.9444 - val_loss: 1.7954 - val_acc: 0.6167
Epoch 14477/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1597 - acc: 0.9444 - val_loss: 1.7954 - val_acc: 0.6167
Epoch 14478/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1596 - acc: 0.9444 - val_loss: 1.7955 - val_acc: 0.6167
Epoch 14479/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1596 - acc: 0.9444 - val_loss: 1.7956 - val_acc: 0.6167
Epoch 14480/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1595 - acc: 0.9444 - val_loss: 1.7957 - val_acc: 0.6167
Epoch 14481/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9444 - val_loss: 1.7958 - val_acc: 0.6167
Epoch 14482/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1595 - acc: 0.9444 - val_loss: 1.7959 - val_acc: 0.6167
Epoch 14483/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1594 - acc: 0.9444 - val_loss: 1.7960 - val_acc: 0.6167
Epoch 14484/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1594 - acc: 0.9444 - val_loss: 1.7961 - val_acc: 0.6167
Epoch 14485/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1593 - acc: 0.9444 - val_loss: 1.7962 - val_acc: 0.6167
Epoch 14486/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1593 - acc: 0.9444 - val_loss: 1.7963 - val_acc: 0.6167
Epoch 14487/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1593 - acc: 0.9444 - val_loss: 1.7964 - val_acc: 0.6167
Epoch 14488/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9444 - val_loss: 1.7965 - val_acc: 0.6167
Epoch 14489/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1592 - acc: 0.9444 - val_loss: 1.7967 - val_acc: 0.6167
Epoch 14490/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1591 - acc: 0.9444 - val_loss: 1.7969 - val_acc: 0.6167
Epoch 14491/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9444 - val_loss: 1.7972 - val_acc: 0.6167
Epoch 14492/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9458 - val_loss: 1.7975 - val_acc: 0.6167
Epoch 14493/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9458 - val_loss: 1.7978 - val_acc: 0.6167
Epoch 14494/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1590 - acc: 0.9458 - val_loss: 1.7979 - val_acc: 0.6167
Epoch 14495/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1589 - acc: 0.9458 - val_loss: 1.7982 - val_acc: 0.6167
Epoch 14496/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1589 - acc: 0.9458 - val_loss: 1.7982 - val_acc: 0.6167
Epoch 14497/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1589 - acc: 0.9458 - val_loss: 1.7983 - val_acc: 0.6167
Epoch 14498/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1588 - acc: 0.9458 - val_loss: 1.7983 - val_acc: 0.6167
Epoch 14499/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1588 - acc: 0.9458 - val_loss: 1.7983 - val_acc: 0.6167
Epoch 14500/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.7985 - val_acc: 0.6167
Epoch 14501/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.7986 - val_acc: 0.6167
Epoch 14502/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1587 - acc: 0.9458 - val_loss: 1.7988 - val_acc: 0.6167
Epoch 14503/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1586 - acc: 0.9458 - val_loss: 1.7989 - val_acc: 0.6167
Epoch 14504/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1586 - acc: 0.9458 - val_loss: 1.7990 - val_acc: 0.6167
Epoch 14505/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1585 - acc: 0.9458 - val_loss: 1.7993 - val_acc: 0.6167
Epoch 14506/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9458 - val_loss: 1.7996 - val_acc: 0.6167
Epoch 14507/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9458 - val_loss: 1.7999 - val_acc: 0.6167
Epoch 14508/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8002 - val_acc: 0.6167
Epoch 14509/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8005 - val_acc: 0.6167
Epoch 14510/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9458 - val_loss: 1.8007 - val_acc: 0.6167
Epoch 14511/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6167
Epoch 14512/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6167
Epoch 14513/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6167
Epoch 14514/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6167
Epoch 14515/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1582 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6167
Epoch 14516/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8010 - val_acc: 0.6167
Epoch 14517/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1581 - acc: 0.9458 - val_loss: 1.8010 - val_acc: 0.6111
Epoch 14518/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8010 - val_acc: 0.6111
Epoch 14519/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8010 - val_acc: 0.6111
Epoch 14520/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6111
Epoch 14521/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.8007 - val_acc: 0.6111
Epoch 14522/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6111
Epoch 14523/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6111
Epoch 14524/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6111
Epoch 14525/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6111
Epoch 14526/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1577 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6111
Epoch 14527/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1577 - acc: 0.9458 - val_loss: 1.8007 - val_acc: 0.6111
Epoch 14528/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1577 - acc: 0.9458 - val_loss: 1.8006 - val_acc: 0.6111
Epoch 14529/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9458 - val_loss: 1.8006 - val_acc: 0.6111
Epoch 14530/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1576 - acc: 0.9458 - val_loss: 1.8006 - val_acc: 0.6111
Epoch 14531/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1576 - acc: 0.9458 - val_loss: 1.8007 - val_acc: 0.6111
Epoch 14532/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1575 - acc: 0.9458 - val_loss: 1.8008 - val_acc: 0.6111
Epoch 14533/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1575 - acc: 0.9458 - val_loss: 1.8009 - val_acc: 0.6111
Epoch 14534/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1574 - acc: 0.9458 - val_loss: 1.8010 - val_acc: 0.6111
Epoch 14535/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9458 - val_loss: 1.8012 - val_acc: 0.6111
Epoch 14536/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1574 - acc: 0.9458 - val_loss: 1.8014 - val_acc: 0.6111
Epoch 14537/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.8016 - val_acc: 0.6111
Epoch 14538/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.8018 - val_acc: 0.6111
Epoch 14539/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.8020 - val_acc: 0.6111
Epoch 14540/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1572 - acc: 0.9458 - val_loss: 1.8021 - val_acc: 0.6111
Epoch 14541/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1572 - acc: 0.9458 - val_loss: 1.8021 - val_acc: 0.6111
Epoch 14542/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.8019 - val_acc: 0.6111
Epoch 14543/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.8017 - val_acc: 0.6111
Epoch 14544/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.8017 - val_acc: 0.6111
Epoch 14545/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9458 - val_loss: 1.8021 - val_acc: 0.6111
Epoch 14546/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9458 - val_loss: 1.8024 - val_acc: 0.6111
Epoch 14547/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1570 - acc: 0.9458 - val_loss: 1.8029 - val_acc: 0.6111
Epoch 14548/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8032 - val_acc: 0.6111
Epoch 14549/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8030 - val_acc: 0.6111
Epoch 14550/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8038 - val_acc: 0.6167
Epoch 14551/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8023 - val_acc: 0.6111
Epoch 14552/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8046 - val_acc: 0.6167
Epoch 14553/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9486 - val_loss: 1.8019 - val_acc: 0.6111
Epoch 14554/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1569 - acc: 0.9458 - val_loss: 1.8054 - val_acc: 0.6222
Epoch 14555/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1570 - acc: 0.9486 - val_loss: 1.8010 - val_acc: 0.6111
Epoch 14556/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9444 - val_loss: 1.8071 - val_acc: 0.6167
Epoch 14557/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1574 - acc: 0.9486 - val_loss: 1.7994 - val_acc: 0.6111
Epoch 14558/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1578 - acc: 0.9444 - val_loss: 1.8095 - val_acc: 0.6167
Epoch 14559/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1585 - acc: 0.9486 - val_loss: 1.7976 - val_acc: 0.6111
Epoch 14560/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1595 - acc: 0.9444 - val_loss: 1.8136 - val_acc: 0.6222
Epoch 14561/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1614 - acc: 0.9458 - val_loss: 1.7948 - val_acc: 0.6056
Epoch 14562/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1638 - acc: 0.9417 - val_loss: 1.8212 - val_acc: 0.6389
Epoch 14563/15000
720/720 [==============================] - 0s 15us/step - loss: 0.1694 - acc: 0.9403 - val_loss: 1.7911 - val_acc: 0.6056
Epoch 14564/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1756 - acc: 0.9333 - val_loss: 1.8380 - val_acc: 0.6389
Epoch 14565/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1956 - acc: 0.9194 - val_loss: 1.7808 - val_acc: 0.6278
Epoch 14566/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2196 - acc: 0.9083 - val_loss: 1.9084 - val_acc: 0.6222
Epoch 14567/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3390 - acc: 0.8361 - val_loss: 1.7695 - val_acc: 0.6167
Epoch 14568/15000
720/720 [==============================] - 0s 12us/step - loss: 0.7042 - acc: 0.7236 - val_loss: 2.1234 - val_acc: 0.6278
Epoch 14569/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9112 - acc: 0.6722 - val_loss: 1.8429 - val_acc: 0.6333
Epoch 14570/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3384 - acc: 0.8472 - val_loss: 1.7913 - val_acc: 0.6333
Epoch 14571/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4751 - acc: 0.7889 - val_loss: 1.9134 - val_acc: 0.6056
Epoch 14572/15000
720/720 [==============================] - 0s 11us/step - loss: 0.9316 - acc: 0.6722 - val_loss: 1.7058 - val_acc: 0.6444
Epoch 14573/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3424 - acc: 0.8458 - val_loss: 1.8604 - val_acc: 0.6222
Epoch 14574/15000
720/720 [==============================] - 0s 17us/step - loss: 0.7213 - acc: 0.7194 - val_loss: 1.8008 - val_acc: 0.6167
Epoch 14575/15000
720/720 [==============================] - 0s 11us/step - loss: 0.5832 - acc: 0.7500 - val_loss: 1.6854 - val_acc: 0.6500
Epoch 14576/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4534 - acc: 0.7819 - val_loss: 1.6614 - val_acc: 0.6222
Epoch 14577/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5889 - acc: 0.7528 - val_loss: 1.6202 - val_acc: 0.6611
Epoch 14578/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3798 - acc: 0.8333 - val_loss: 1.7485 - val_acc: 0.6222
Epoch 14579/15000
720/720 [==============================] - 0s 13us/step - loss: 0.5365 - acc: 0.7722 - val_loss: 1.6147 - val_acc: 0.6667
Epoch 14580/15000
720/720 [==============================] - 0s 13us/step - loss: 0.3631 - acc: 0.8417 - val_loss: 1.6250 - val_acc: 0.6444
Epoch 14581/15000
720/720 [==============================] - 0s 25us/step - loss: 0.4590 - acc: 0.7806 - val_loss: 1.5817 - val_acc: 0.6556
Epoch 14582/15000
720/720 [==============================] - 0s 14us/step - loss: 0.3139 - acc: 0.8764 - val_loss: 1.7479 - val_acc: 0.6111
Epoch 14583/15000
720/720 [==============================] - 0s 12us/step - loss: 0.4566 - acc: 0.8083 - val_loss: 1.6825 - val_acc: 0.6444
Epoch 14584/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2978 - acc: 0.8528 - val_loss: 1.7127 - val_acc: 0.6333
Epoch 14585/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4031 - acc: 0.8167 - val_loss: 1.7776 - val_acc: 0.6278
Epoch 14586/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2944 - acc: 0.8556 - val_loss: 1.8243 - val_acc: 0.6111
Epoch 14587/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3521 - acc: 0.8306 - val_loss: 1.7583 - val_acc: 0.6444
Epoch 14588/15000
720/720 [==============================] - 0s 12us/step - loss: 0.3159 - acc: 0.8556 - val_loss: 1.7531 - val_acc: 0.6333
Epoch 14589/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3202 - acc: 0.8500 - val_loss: 1.7627 - val_acc: 0.6167
Epoch 14590/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2770 - acc: 0.8750 - val_loss: 1.6756 - val_acc: 0.6167
Epoch 14591/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3156 - acc: 0.8583 - val_loss: 1.6940 - val_acc: 0.6167
Epoch 14592/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2306 - acc: 0.9069 - val_loss: 1.7172 - val_acc: 0.6500
Epoch 14593/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2890 - acc: 0.8681 - val_loss: 1.7349 - val_acc: 0.6278
Epoch 14594/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2166 - acc: 0.9069 - val_loss: 1.7278 - val_acc: 0.6444
Epoch 14595/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2761 - acc: 0.8806 - val_loss: 1.7247 - val_acc: 0.6333
Epoch 14596/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2076 - acc: 0.9056 - val_loss: 1.6808 - val_acc: 0.6278
Epoch 14597/15000
720/720 [==============================] - 0s 10us/step - loss: 0.2470 - acc: 0.8958 - val_loss: 1.6822 - val_acc: 0.6278
Epoch 14598/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2032 - acc: 0.9194 - val_loss: 1.7080 - val_acc: 0.6278
Epoch 14599/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2202 - acc: 0.8944 - val_loss: 1.7037 - val_acc: 0.6222
Epoch 14600/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1955 - acc: 0.9264 - val_loss: 1.6877 - val_acc: 0.6222
Epoch 14601/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2003 - acc: 0.9250 - val_loss: 1.6843 - val_acc: 0.6278
Epoch 14602/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1960 - acc: 0.9236 - val_loss: 1.6852 - val_acc: 0.6000
Epoch 14603/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1909 - acc: 0.9194 - val_loss: 1.7156 - val_acc: 0.6167
Epoch 14604/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1895 - acc: 0.9236 - val_loss: 1.7477 - val_acc: 0.6222
Epoch 14605/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1878 - acc: 0.9278 - val_loss: 1.7382 - val_acc: 0.6111
Epoch 14606/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1834 - acc: 0.9278 - val_loss: 1.7198 - val_acc: 0.5944
Epoch 14607/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1789 - acc: 0.9333 - val_loss: 1.7246 - val_acc: 0.6111
Epoch 14608/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1815 - acc: 0.9292 - val_loss: 1.7558 - val_acc: 0.6111
Epoch 14609/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1766 - acc: 0.9347 - val_loss: 1.7626 - val_acc: 0.6222
Epoch 14610/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1767 - acc: 0.9347 - val_loss: 1.7361 - val_acc: 0.6278
Epoch 14611/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1741 - acc: 0.9375 - val_loss: 1.7207 - val_acc: 0.6222
Epoch 14612/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1713 - acc: 0.9431 - val_loss: 1.7344 - val_acc: 0.6222
Epoch 14613/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1740 - acc: 0.9361 - val_loss: 1.7522 - val_acc: 0.6278
Epoch 14614/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1673 - acc: 0.9444 - val_loss: 1.7562 - val_acc: 0.6333
Epoch 14615/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1723 - acc: 0.9389 - val_loss: 1.7621 - val_acc: 0.6333
Epoch 14616/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1672 - acc: 0.9417 - val_loss: 1.7485 - val_acc: 0.6278
Epoch 14617/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1684 - acc: 0.9375 - val_loss: 1.7431 - val_acc: 0.6167
Epoch 14618/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1650 - acc: 0.9417 - val_loss: 1.7539 - val_acc: 0.6222
Epoch 14619/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1670 - acc: 0.9403 - val_loss: 1.7643 - val_acc: 0.6167
Epoch 14620/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9403 - val_loss: 1.7711 - val_acc: 0.6167
Epoch 14621/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1641 - acc: 0.9403 - val_loss: 1.7689 - val_acc: 0.6111
Epoch 14622/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1644 - acc: 0.9403 - val_loss: 1.7619 - val_acc: 0.6111
Epoch 14623/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1633 - acc: 0.9417 - val_loss: 1.7632 - val_acc: 0.6222
Epoch 14624/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1634 - acc: 0.9389 - val_loss: 1.7599 - val_acc: 0.6167
Epoch 14625/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1616 - acc: 0.9403 - val_loss: 1.7555 - val_acc: 0.6056
Epoch 14626/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9431 - val_loss: 1.7612 - val_acc: 0.6278
Epoch 14627/15000
720/720 [==============================] - 0s 6us/step - loss: 0.1614 - acc: 0.9431 - val_loss: 1.7658 - val_acc: 0.6278
Epoch 14628/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1615 - acc: 0.9417 - val_loss: 1.7685 - val_acc: 0.6167
Epoch 14629/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1602 - acc: 0.9431 - val_loss: 1.7697 - val_acc: 0.6056
Epoch 14630/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1612 - acc: 0.9431 - val_loss: 1.7718 - val_acc: 0.6222
Epoch 14631/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1598 - acc: 0.9417 - val_loss: 1.7761 - val_acc: 0.6278
Epoch 14632/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1600 - acc: 0.9431 - val_loss: 1.7784 - val_acc: 0.6278
Epoch 14633/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1596 - acc: 0.9444 - val_loss: 1.7746 - val_acc: 0.6167
Epoch 14634/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1594 - acc: 0.9458 - val_loss: 1.7730 - val_acc: 0.6167
Epoch 14635/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1592 - acc: 0.9458 - val_loss: 1.7695 - val_acc: 0.6167
Epoch 14636/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1589 - acc: 0.9458 - val_loss: 1.7682 - val_acc: 0.6111
Epoch 14637/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1591 - acc: 0.9444 - val_loss: 1.7767 - val_acc: 0.6167
Epoch 14638/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1584 - acc: 0.9444 - val_loss: 1.7811 - val_acc: 0.6167
Epoch 14639/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1586 - acc: 0.9431 - val_loss: 1.7814 - val_acc: 0.6167
Epoch 14640/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9444 - val_loss: 1.7812 - val_acc: 0.6222
Epoch 14641/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1583 - acc: 0.9458 - val_loss: 1.7815 - val_acc: 0.6222
Epoch 14642/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1579 - acc: 0.9444 - val_loss: 1.7848 - val_acc: 0.6278
Epoch 14643/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1576 - acc: 0.9472 - val_loss: 1.7856 - val_acc: 0.6278
Epoch 14644/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1576 - acc: 0.9458 - val_loss: 1.7835 - val_acc: 0.6333
Epoch 14645/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1574 - acc: 0.9431 - val_loss: 1.7829 - val_acc: 0.6333
Epoch 14646/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1574 - acc: 0.9444 - val_loss: 1.7820 - val_acc: 0.6278
Epoch 14647/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1572 - acc: 0.9458 - val_loss: 1.7841 - val_acc: 0.6278
Epoch 14648/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1573 - acc: 0.9458 - val_loss: 1.7891 - val_acc: 0.6333
Epoch 14649/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1570 - acc: 0.9472 - val_loss: 1.7903 - val_acc: 0.6333
Epoch 14650/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1570 - acc: 0.9444 - val_loss: 1.7907 - val_acc: 0.6333
Epoch 14651/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1569 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6333
Epoch 14652/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1568 - acc: 0.9444 - val_loss: 1.7898 - val_acc: 0.6333
Epoch 14653/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1567 - acc: 0.9444 - val_loss: 1.7903 - val_acc: 0.6333
Epoch 14654/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.7894 - val_acc: 0.6333
Epoch 14655/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1566 - acc: 0.9458 - val_loss: 1.7900 - val_acc: 0.6333
Epoch 14656/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1565 - acc: 0.9444 - val_loss: 1.7917 - val_acc: 0.6333
Epoch 14657/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1564 - acc: 0.9444 - val_loss: 1.7920 - val_acc: 0.6278
Epoch 14658/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1563 - acc: 0.9472 - val_loss: 1.7934 - val_acc: 0.6278
Epoch 14659/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1563 - acc: 0.9472 - val_loss: 1.7945 - val_acc: 0.6278
Epoch 14660/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1562 - acc: 0.9472 - val_loss: 1.7947 - val_acc: 0.6278
Epoch 14661/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1561 - acc: 0.9458 - val_loss: 1.7959 - val_acc: 0.6278
Epoch 14662/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1560 - acc: 0.9458 - val_loss: 1.7966 - val_acc: 0.6278
Epoch 14663/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1559 - acc: 0.9472 - val_loss: 1.7977 - val_acc: 0.6278
Epoch 14664/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1559 - acc: 0.9472 - val_loss: 1.7986 - val_acc: 0.6278
Epoch 14665/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.7994 - val_acc: 0.6278
Epoch 14666/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8016 - val_acc: 0.6333
Epoch 14667/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1557 - acc: 0.9472 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14668/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1557 - acc: 0.9458 - val_loss: 1.8023 - val_acc: 0.6222
Epoch 14669/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1556 - acc: 0.9472 - val_loss: 1.8025 - val_acc: 0.6278
Epoch 14670/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1555 - acc: 0.9458 - val_loss: 1.8027 - val_acc: 0.6222
Epoch 14671/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1555 - acc: 0.9444 - val_loss: 1.8039 - val_acc: 0.6222
Epoch 14672/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1554 - acc: 0.9444 - val_loss: 1.8048 - val_acc: 0.6278
Epoch 14673/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1554 - acc: 0.9458 - val_loss: 1.8048 - val_acc: 0.6222
Epoch 14674/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1553 - acc: 0.9458 - val_loss: 1.8049 - val_acc: 0.6278
Epoch 14675/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1552 - acc: 0.9458 - val_loss: 1.8048 - val_acc: 0.6278
Epoch 14676/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1552 - acc: 0.9444 - val_loss: 1.8056 - val_acc: 0.6278
Epoch 14677/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8066 - val_acc: 0.6278
Epoch 14678/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8064 - val_acc: 0.6278
Epoch 14679/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1550 - acc: 0.9472 - val_loss: 1.8062 - val_acc: 0.6278
Epoch 14680/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8058 - val_acc: 0.6278
Epoch 14681/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8056 - val_acc: 0.6278
Epoch 14682/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8056 - val_acc: 0.6278
Epoch 14683/15000
720/720 [==============================] - 0s 21us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8053 - val_acc: 0.6278
Epoch 14684/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1547 - acc: 0.9472 - val_loss: 1.8052 - val_acc: 0.6278
Epoch 14685/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1547 - acc: 0.9486 - val_loss: 1.8048 - val_acc: 0.6278
Epoch 14686/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1546 - acc: 0.9486 - val_loss: 1.8043 - val_acc: 0.6278
Epoch 14687/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1546 - acc: 0.9486 - val_loss: 1.8042 - val_acc: 0.6278
Epoch 14688/15000
720/720 [==============================] - 0s 4us/step - loss: 0.1545 - acc: 0.9486 - val_loss: 1.8037 - val_acc: 0.6278
Epoch 14689/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8032 - val_acc: 0.6278
Epoch 14690/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8029 - val_acc: 0.6278
Epoch 14691/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8026 - val_acc: 0.6278
Epoch 14692/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1544 - acc: 0.9486 - val_loss: 1.8026 - val_acc: 0.6278
Epoch 14693/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1543 - acc: 0.9486 - val_loss: 1.8023 - val_acc: 0.6278
Epoch 14694/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1543 - acc: 0.9486 - val_loss: 1.8024 - val_acc: 0.6333
Epoch 14695/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1542 - acc: 0.9486 - val_loss: 1.8023 - val_acc: 0.6333
Epoch 14696/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1542 - acc: 0.9486 - val_loss: 1.8020 - val_acc: 0.6333
Epoch 14697/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1542 - acc: 0.9486 - val_loss: 1.8019 - val_acc: 0.6333
Epoch 14698/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9486 - val_loss: 1.8019 - val_acc: 0.6333
Epoch 14699/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9486 - val_loss: 1.8021 - val_acc: 0.6333
Epoch 14700/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1541 - acc: 0.9486 - val_loss: 1.8024 - val_acc: 0.6333
Epoch 14701/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6389
Epoch 14702/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1540 - acc: 0.9486 - val_loss: 1.8024 - val_acc: 0.6333
Epoch 14703/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1539 - acc: 0.9486 - val_loss: 1.8023 - val_acc: 0.6333
Epoch 14704/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1539 - acc: 0.9486 - val_loss: 1.8023 - val_acc: 0.6333
Epoch 14705/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1539 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14706/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1538 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14707/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1538 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14708/15000
720/720 [==============================] - 0s 2us/step - loss: 0.1537 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14709/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1537 - acc: 0.9486 - val_loss: 1.8020 - val_acc: 0.6333
Epoch 14710/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1537 - acc: 0.9486 - val_loss: 1.8017 - val_acc: 0.6333
Epoch 14711/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1536 - acc: 0.9486 - val_loss: 1.8020 - val_acc: 0.6333
Epoch 14712/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1536 - acc: 0.9486 - val_loss: 1.8025 - val_acc: 0.6333
Epoch 14713/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1536 - acc: 0.9486 - val_loss: 1.8029 - val_acc: 0.6333
Epoch 14714/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1535 - acc: 0.9486 - val_loss: 1.8029 - val_acc: 0.6333
Epoch 14715/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1535 - acc: 0.9486 - val_loss: 1.8031 - val_acc: 0.6333
Epoch 14716/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1535 - acc: 0.9486 - val_loss: 1.8036 - val_acc: 0.6333
Epoch 14717/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1534 - acc: 0.9486 - val_loss: 1.8040 - val_acc: 0.6333
Epoch 14718/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1534 - acc: 0.9486 - val_loss: 1.8040 - val_acc: 0.6333
Epoch 14719/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1534 - acc: 0.9486 - val_loss: 1.8039 - val_acc: 0.6333
Epoch 14720/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1533 - acc: 0.9486 - val_loss: 1.8042 - val_acc: 0.6333
Epoch 14721/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1533 - acc: 0.9486 - val_loss: 1.8045 - val_acc: 0.6333
Epoch 14722/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9486 - val_loss: 1.8046 - val_acc: 0.6333
Epoch 14723/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1532 - acc: 0.9486 - val_loss: 1.8044 - val_acc: 0.6333
Epoch 14724/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1532 - acc: 0.9486 - val_loss: 1.8044 - val_acc: 0.6333
Epoch 14725/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1531 - acc: 0.9486 - val_loss: 1.8047 - val_acc: 0.6333
Epoch 14726/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1531 - acc: 0.9486 - val_loss: 1.8049 - val_acc: 0.6333
Epoch 14727/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1531 - acc: 0.9486 - val_loss: 1.8048 - val_acc: 0.6333
Epoch 14728/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9486 - val_loss: 1.8047 - val_acc: 0.6333
Epoch 14729/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1530 - acc: 0.9486 - val_loss: 1.8049 - val_acc: 0.6333
Epoch 14730/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1530 - acc: 0.9486 - val_loss: 1.8052 - val_acc: 0.6333
Epoch 14731/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1529 - acc: 0.9486 - val_loss: 1.8053 - val_acc: 0.6333
Epoch 14732/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1529 - acc: 0.9486 - val_loss: 1.8053 - val_acc: 0.6333
Epoch 14733/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1529 - acc: 0.9486 - val_loss: 1.8055 - val_acc: 0.6333
Epoch 14734/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9486 - val_loss: 1.8058 - val_acc: 0.6333
Epoch 14735/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9486 - val_loss: 1.8059 - val_acc: 0.6333
Epoch 14736/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1528 - acc: 0.9486 - val_loss: 1.8059 - val_acc: 0.6333
Epoch 14737/15000
720/720 [==============================] - 0s 26us/step - loss: 0.1527 - acc: 0.9486 - val_loss: 1.8059 - val_acc: 0.6333
Epoch 14738/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9486 - val_loss: 1.8061 - val_acc: 0.6333
Epoch 14739/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1527 - acc: 0.9486 - val_loss: 1.8063 - val_acc: 0.6333
Epoch 14740/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9486 - val_loss: 1.8064 - val_acc: 0.6333
Epoch 14741/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9486 - val_loss: 1.8064 - val_acc: 0.6333
Epoch 14742/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1526 - acc: 0.9486 - val_loss: 1.8066 - val_acc: 0.6333
Epoch 14743/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9486 - val_loss: 1.8068 - val_acc: 0.6333
Epoch 14744/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1525 - acc: 0.9486 - val_loss: 1.8070 - val_acc: 0.6333
Epoch 14745/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1525 - acc: 0.9472 - val_loss: 1.8072 - val_acc: 0.6333
Epoch 14746/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1524 - acc: 0.9472 - val_loss: 1.8074 - val_acc: 0.6333
Epoch 14747/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1524 - acc: 0.9486 - val_loss: 1.8076 - val_acc: 0.6333
Epoch 14748/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1524 - acc: 0.9486 - val_loss: 1.8079 - val_acc: 0.6333
Epoch 14749/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9486 - val_loss: 1.8082 - val_acc: 0.6333
Epoch 14750/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9486 - val_loss: 1.8084 - val_acc: 0.6333
Epoch 14751/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1523 - acc: 0.9472 - val_loss: 1.8086 - val_acc: 0.6333
Epoch 14752/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8088 - val_acc: 0.6333
Epoch 14753/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9472 - val_loss: 1.8090 - val_acc: 0.6278
Epoch 14754/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9486 - val_loss: 1.8092 - val_acc: 0.6278
Epoch 14755/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1522 - acc: 0.9486 - val_loss: 1.8094 - val_acc: 0.6278
Epoch 14756/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1521 - acc: 0.9486 - val_loss: 1.8095 - val_acc: 0.6278
Epoch 14757/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1521 - acc: 0.9486 - val_loss: 1.8097 - val_acc: 0.6278
Epoch 14758/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1521 - acc: 0.9486 - val_loss: 1.8099 - val_acc: 0.6278
Epoch 14759/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1520 - acc: 0.9486 - val_loss: 1.8100 - val_acc: 0.6278
Epoch 14760/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1520 - acc: 0.9486 - val_loss: 1.8102 - val_acc: 0.6278
Epoch 14761/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1520 - acc: 0.9486 - val_loss: 1.8104 - val_acc: 0.6278
Epoch 14762/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1519 - acc: 0.9486 - val_loss: 1.8105 - val_acc: 0.6278
Epoch 14763/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1519 - acc: 0.9486 - val_loss: 1.8107 - val_acc: 0.6278
Epoch 14764/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1519 - acc: 0.9486 - val_loss: 1.8109 - val_acc: 0.6278
Epoch 14765/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1518 - acc: 0.9486 - val_loss: 1.8111 - val_acc: 0.6278
Epoch 14766/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1518 - acc: 0.9486 - val_loss: 1.8112 - val_acc: 0.6278
Epoch 14767/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1518 - acc: 0.9486 - val_loss: 1.8114 - val_acc: 0.6278
Epoch 14768/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1517 - acc: 0.9486 - val_loss: 1.8116 - val_acc: 0.6278
Epoch 14769/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1517 - acc: 0.9486 - val_loss: 1.8117 - val_acc: 0.6278
Epoch 14770/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1517 - acc: 0.9486 - val_loss: 1.8118 - val_acc: 0.6278
Epoch 14771/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1516 - acc: 0.9486 - val_loss: 1.8119 - val_acc: 0.6278
Epoch 14772/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1516 - acc: 0.9486 - val_loss: 1.8121 - val_acc: 0.6278
Epoch 14773/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1516 - acc: 0.9486 - val_loss: 1.8122 - val_acc: 0.6278
Epoch 14774/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1516 - acc: 0.9486 - val_loss: 1.8123 - val_acc: 0.6278
Epoch 14775/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1515 - acc: 0.9486 - val_loss: 1.8124 - val_acc: 0.6278
Epoch 14776/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1515 - acc: 0.9486 - val_loss: 1.8125 - val_acc: 0.6278
Epoch 14777/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1515 - acc: 0.9486 - val_loss: 1.8126 - val_acc: 0.6278
Epoch 14778/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1514 - acc: 0.9486 - val_loss: 1.8127 - val_acc: 0.6278
Epoch 14779/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1514 - acc: 0.9486 - val_loss: 1.8128 - val_acc: 0.6278
Epoch 14780/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9486 - val_loss: 1.8128 - val_acc: 0.6278
Epoch 14781/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1514 - acc: 0.9486 - val_loss: 1.8129 - val_acc: 0.6278
Epoch 14782/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1513 - acc: 0.9486 - val_loss: 1.8130 - val_acc: 0.6278
Epoch 14783/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1513 - acc: 0.9486 - val_loss: 1.8131 - val_acc: 0.6278
Epoch 14784/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1513 - acc: 0.9486 - val_loss: 1.8132 - val_acc: 0.6278
Epoch 14785/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9486 - val_loss: 1.8133 - val_acc: 0.6278
Epoch 14786/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9486 - val_loss: 1.8134 - val_acc: 0.6278
Epoch 14787/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9486 - val_loss: 1.8135 - val_acc: 0.6278
Epoch 14788/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1512 - acc: 0.9486 - val_loss: 1.8136 - val_acc: 0.6278
Epoch 14789/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1511 - acc: 0.9486 - val_loss: 1.8137 - val_acc: 0.6278
Epoch 14790/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1511 - acc: 0.9486 - val_loss: 1.8138 - val_acc: 0.6278
Epoch 14791/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1511 - acc: 0.9486 - val_loss: 1.8139 - val_acc: 0.6278
Epoch 14792/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1510 - acc: 0.9486 - val_loss: 1.8140 - val_acc: 0.6278
Epoch 14793/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9486 - val_loss: 1.8141 - val_acc: 0.6278
Epoch 14794/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9486 - val_loss: 1.8142 - val_acc: 0.6278
Epoch 14795/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1510 - acc: 0.9486 - val_loss: 1.8143 - val_acc: 0.6278
Epoch 14796/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1509 - acc: 0.9486 - val_loss: 1.8144 - val_acc: 0.6278
Epoch 14797/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1509 - acc: 0.9486 - val_loss: 1.8145 - val_acc: 0.6278
Epoch 14798/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1509 - acc: 0.9486 - val_loss: 1.8146 - val_acc: 0.6278
Epoch 14799/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1508 - acc: 0.9486 - val_loss: 1.8147 - val_acc: 0.6278
Epoch 14800/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1508 - acc: 0.9486 - val_loss: 1.8148 - val_acc: 0.6278
Epoch 14801/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1508 - acc: 0.9486 - val_loss: 1.8149 - val_acc: 0.6278
Epoch 14802/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1508 - acc: 0.9486 - val_loss: 1.8150 - val_acc: 0.6278
Epoch 14803/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1507 - acc: 0.9486 - val_loss: 1.8151 - val_acc: 0.6278
Epoch 14804/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1507 - acc: 0.9486 - val_loss: 1.8152 - val_acc: 0.6278
Epoch 14805/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1507 - acc: 0.9486 - val_loss: 1.8153 - val_acc: 0.6278
Epoch 14806/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1506 - acc: 0.9486 - val_loss: 1.8154 - val_acc: 0.6278
Epoch 14807/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1506 - acc: 0.9486 - val_loss: 1.8155 - val_acc: 0.6278
Epoch 14808/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1506 - acc: 0.9486 - val_loss: 1.8156 - val_acc: 0.6278
Epoch 14809/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1506 - acc: 0.9486 - val_loss: 1.8157 - val_acc: 0.6278
Epoch 14810/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1505 - acc: 0.9486 - val_loss: 1.8157 - val_acc: 0.6278
Epoch 14811/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1505 - acc: 0.9486 - val_loss: 1.8158 - val_acc: 0.6278
Epoch 14812/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1505 - acc: 0.9486 - val_loss: 1.8159 - val_acc: 0.6278
Epoch 14813/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1505 - acc: 0.9486 - val_loss: 1.8160 - val_acc: 0.6278
Epoch 14814/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1504 - acc: 0.9486 - val_loss: 1.8160 - val_acc: 0.6278
Epoch 14815/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1504 - acc: 0.9486 - val_loss: 1.8161 - val_acc: 0.6278
Epoch 14816/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1504 - acc: 0.9486 - val_loss: 1.8161 - val_acc: 0.6278
Epoch 14817/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1503 - acc: 0.9486 - val_loss: 1.8162 - val_acc: 0.6278
Epoch 14818/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1503 - acc: 0.9486 - val_loss: 1.8163 - val_acc: 0.6278
Epoch 14819/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1503 - acc: 0.9486 - val_loss: 1.8163 - val_acc: 0.6278
Epoch 14820/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1503 - acc: 0.9486 - val_loss: 1.8164 - val_acc: 0.6278
Epoch 14821/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1502 - acc: 0.9486 - val_loss: 1.8164 - val_acc: 0.6278
Epoch 14822/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1502 - acc: 0.9486 - val_loss: 1.8165 - val_acc: 0.6278
Epoch 14823/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1502 - acc: 0.9486 - val_loss: 1.8166 - val_acc: 0.6278
Epoch 14824/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1501 - acc: 0.9486 - val_loss: 1.8166 - val_acc: 0.6278
Epoch 14825/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1501 - acc: 0.9486 - val_loss: 1.8167 - val_acc: 0.6278
Epoch 14826/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1501 - acc: 0.9486 - val_loss: 1.8168 - val_acc: 0.6278
Epoch 14827/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1501 - acc: 0.9486 - val_loss: 1.8168 - val_acc: 0.6278
Epoch 14828/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1500 - acc: 0.9486 - val_loss: 1.8169 - val_acc: 0.6278
Epoch 14829/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1500 - acc: 0.9486 - val_loss: 1.8170 - val_acc: 0.6278
Epoch 14830/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1500 - acc: 0.9486 - val_loss: 1.8171 - val_acc: 0.6278
Epoch 14831/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1500 - acc: 0.9486 - val_loss: 1.8171 - val_acc: 0.6278
Epoch 14832/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1499 - acc: 0.9486 - val_loss: 1.8172 - val_acc: 0.6278
Epoch 14833/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1499 - acc: 0.9486 - val_loss: 1.8173 - val_acc: 0.6278
Epoch 14834/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1499 - acc: 0.9486 - val_loss: 1.8174 - val_acc: 0.6278
Epoch 14835/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1498 - acc: 0.9486 - val_loss: 1.8175 - val_acc: 0.6278
Epoch 14836/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1498 - acc: 0.9486 - val_loss: 1.8176 - val_acc: 0.6278
Epoch 14837/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1498 - acc: 0.9486 - val_loss: 1.8177 - val_acc: 0.6278
Epoch 14838/15000
720/720 [==============================] - 0s 19us/step - loss: 0.1498 - acc: 0.9486 - val_loss: 1.8177 - val_acc: 0.6278
Epoch 14839/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1497 - acc: 0.9486 - val_loss: 1.8178 - val_acc: 0.6278
Epoch 14840/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1497 - acc: 0.9486 - val_loss: 1.8179 - val_acc: 0.6278
Epoch 14841/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1497 - acc: 0.9486 - val_loss: 1.8180 - val_acc: 0.6278
Epoch 14842/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1497 - acc: 0.9486 - val_loss: 1.8181 - val_acc: 0.6278
Epoch 14843/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1496 - acc: 0.9486 - val_loss: 1.8182 - val_acc: 0.6278
Epoch 14844/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1496 - acc: 0.9486 - val_loss: 1.8182 - val_acc: 0.6278
Epoch 14845/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1496 - acc: 0.9486 - val_loss: 1.8183 - val_acc: 0.6278
Epoch 14846/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1495 - acc: 0.9486 - val_loss: 1.8184 - val_acc: 0.6278
Epoch 14847/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1495 - acc: 0.9486 - val_loss: 1.8184 - val_acc: 0.6278
Epoch 14848/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1495 - acc: 0.9486 - val_loss: 1.8185 - val_acc: 0.6278
Epoch 14849/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1495 - acc: 0.9486 - val_loss: 1.8185 - val_acc: 0.6278
Epoch 14850/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1494 - acc: 0.9486 - val_loss: 1.8186 - val_acc: 0.6278
Epoch 14851/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1494 - acc: 0.9486 - val_loss: 1.8187 - val_acc: 0.6278
Epoch 14852/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1494 - acc: 0.9486 - val_loss: 1.8187 - val_acc: 0.6278
Epoch 14853/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1494 - acc: 0.9486 - val_loss: 1.8188 - val_acc: 0.6278
Epoch 14854/15000
720/720 [==============================] - 0s 20us/step - loss: 0.1493 - acc: 0.9486 - val_loss: 1.8188 - val_acc: 0.6278
Epoch 14855/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1493 - acc: 0.9486 - val_loss: 1.8189 - val_acc: 0.6278
Epoch 14856/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1493 - acc: 0.9486 - val_loss: 1.8189 - val_acc: 0.6278
Epoch 14857/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1492 - acc: 0.9486 - val_loss: 1.8190 - val_acc: 0.6278
Epoch 14858/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1492 - acc: 0.9486 - val_loss: 1.8190 - val_acc: 0.6278
Epoch 14859/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1492 - acc: 0.9486 - val_loss: 1.8191 - val_acc: 0.6278
Epoch 14860/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1492 - acc: 0.9486 - val_loss: 1.8192 - val_acc: 0.6278
Epoch 14861/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1491 - acc: 0.9486 - val_loss: 1.8192 - val_acc: 0.6278
Epoch 14862/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1491 - acc: 0.9486 - val_loss: 1.8193 - val_acc: 0.6278
Epoch 14863/15000
720/720 [==============================] - 0s 3us/step - loss: 0.1491 - acc: 0.9486 - val_loss: 1.8194 - val_acc: 0.6278
Epoch 14864/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1491 - acc: 0.9486 - val_loss: 1.8195 - val_acc: 0.6278
Epoch 14865/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1490 - acc: 0.9486 - val_loss: 1.8196 - val_acc: 0.6278
Epoch 14866/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1490 - acc: 0.9486 - val_loss: 1.8197 - val_acc: 0.6278
Epoch 14867/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1490 - acc: 0.9486 - val_loss: 1.8198 - val_acc: 0.6278
Epoch 14868/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1489 - acc: 0.9486 - val_loss: 1.8199 - val_acc: 0.6278
Epoch 14869/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1489 - acc: 0.9486 - val_loss: 1.8200 - val_acc: 0.6278
Epoch 14870/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1489 - acc: 0.9486 - val_loss: 1.8201 - val_acc: 0.6278
Epoch 14871/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1489 - acc: 0.9486 - val_loss: 1.8201 - val_acc: 0.6278
Epoch 14872/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1488 - acc: 0.9486 - val_loss: 1.8202 - val_acc: 0.6278
Epoch 14873/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1488 - acc: 0.9486 - val_loss: 1.8203 - val_acc: 0.6278
Epoch 14874/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1488 - acc: 0.9486 - val_loss: 1.8203 - val_acc: 0.6278
Epoch 14875/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1488 - acc: 0.9486 - val_loss: 1.8203 - val_acc: 0.6278
Epoch 14876/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1487 - acc: 0.9486 - val_loss: 1.8203 - val_acc: 0.6278
Epoch 14877/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1487 - acc: 0.9486 - val_loss: 1.8202 - val_acc: 0.6278
Epoch 14878/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1487 - acc: 0.9486 - val_loss: 1.8201 - val_acc: 0.6278
Epoch 14879/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1487 - acc: 0.9486 - val_loss: 1.8200 - val_acc: 0.6278
Epoch 14880/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1486 - acc: 0.9486 - val_loss: 1.8199 - val_acc: 0.6278
Epoch 14881/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1486 - acc: 0.9486 - val_loss: 1.8199 - val_acc: 0.6278
Epoch 14882/15000
720/720 [==============================] - 0s 5us/step - loss: 0.1486 - acc: 0.9486 - val_loss: 1.8200 - val_acc: 0.6278
Epoch 14883/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1486 - acc: 0.9486 - val_loss: 1.8202 - val_acc: 0.6278
Epoch 14884/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1485 - acc: 0.9486 - val_loss: 1.8204 - val_acc: 0.6278
Epoch 14885/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1485 - acc: 0.9486 - val_loss: 1.8207 - val_acc: 0.6278
Epoch 14886/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1485 - acc: 0.9486 - val_loss: 1.8209 - val_acc: 0.6278
Epoch 14887/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1485 - acc: 0.9486 - val_loss: 1.8212 - val_acc: 0.6278
Epoch 14888/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1484 - acc: 0.9486 - val_loss: 1.8214 - val_acc: 0.6278
Epoch 14889/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1484 - acc: 0.9486 - val_loss: 1.8215 - val_acc: 0.6278
Epoch 14890/15000
720/720 [==============================] - 0s 7us/step - loss: 0.1484 - acc: 0.9486 - val_loss: 1.8216 - val_acc: 0.6278
Epoch 14891/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1483 - acc: 0.9486 - val_loss: 1.8216 - val_acc: 0.6278
Epoch 14892/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1483 - acc: 0.9486 - val_loss: 1.8217 - val_acc: 0.6278
Epoch 14893/15000
720/720 [==============================] - 0s 23us/step - loss: 0.1483 - acc: 0.9486 - val_loss: 1.8217 - val_acc: 0.6278
Epoch 14894/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1483 - acc: 0.9486 - val_loss: 1.8219 - val_acc: 0.6278
Epoch 14895/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1482 - acc: 0.9486 - val_loss: 1.8218 - val_acc: 0.6278
Epoch 14896/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1482 - acc: 0.9486 - val_loss: 1.8220 - val_acc: 0.6278
Epoch 14897/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1482 - acc: 0.9486 - val_loss: 1.8219 - val_acc: 0.6278
Epoch 14898/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1482 - acc: 0.9486 - val_loss: 1.8222 - val_acc: 0.6278
Epoch 14899/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1481 - acc: 0.9486 - val_loss: 1.8220 - val_acc: 0.6278
Epoch 14900/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1481 - acc: 0.9486 - val_loss: 1.8225 - val_acc: 0.6278
Epoch 14901/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1481 - acc: 0.9486 - val_loss: 1.8222 - val_acc: 0.6278
Epoch 14902/15000
720/720 [==============================] - 0s 24us/step - loss: 0.1481 - acc: 0.9486 - val_loss: 1.8229 - val_acc: 0.6278
Epoch 14903/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1480 - acc: 0.9486 - val_loss: 1.8222 - val_acc: 0.6333
Epoch 14904/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1480 - acc: 0.9486 - val_loss: 1.8235 - val_acc: 0.6278
Epoch 14905/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1480 - acc: 0.9486 - val_loss: 1.8222 - val_acc: 0.6333
Epoch 14906/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1480 - acc: 0.9486 - val_loss: 1.8243 - val_acc: 0.6333
Epoch 14907/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1480 - acc: 0.9486 - val_loss: 1.8218 - val_acc: 0.6333
Epoch 14908/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1481 - acc: 0.9486 - val_loss: 1.8255 - val_acc: 0.6278
Epoch 14909/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1482 - acc: 0.9486 - val_loss: 1.8209 - val_acc: 0.6278
Epoch 14910/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1484 - acc: 0.9486 - val_loss: 1.8277 - val_acc: 0.6222
Epoch 14911/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1489 - acc: 0.9486 - val_loss: 1.8191 - val_acc: 0.6278
Epoch 14912/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1498 - acc: 0.9514 - val_loss: 1.8324 - val_acc: 0.6278
Epoch 14913/15000
720/720 [==============================] - 0s 0us/step - loss: 0.1519 - acc: 0.9486 - val_loss: 1.8164 - val_acc: 0.6222
Epoch 14914/15000
720/720 [==============================] - 0s 31us/step - loss: 0.1552 - acc: 0.9486 - val_loss: 1.8446 - val_acc: 0.6278
Epoch 14915/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1647 - acc: 0.9389 - val_loss: 1.8143 - val_acc: 0.6222
Epoch 14916/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1803 - acc: 0.9236 - val_loss: 1.9053 - val_acc: 0.6333
Epoch 14917/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2519 - acc: 0.8875 - val_loss: 1.8162 - val_acc: 0.6111
Epoch 14918/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4686 - acc: 0.7972 - val_loss: 2.1856 - val_acc: 0.5889
Epoch 14919/15000
720/720 [==============================] - 0s 10us/step - loss: 1.2702 - acc: 0.6431 - val_loss: 1.8826 - val_acc: 0.6389
Epoch 14920/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3368 - acc: 0.8694 - val_loss: 1.9204 - val_acc: 0.6111
Epoch 14921/15000
720/720 [==============================] - 0s 11us/step - loss: 1.1241 - acc: 0.6500 - val_loss: 1.8748 - val_acc: 0.6111
Epoch 14922/15000
720/720 [==============================] - 0s 24us/step - loss: 0.7368 - acc: 0.7236 - val_loss: 1.7743 - val_acc: 0.6611
Epoch 14923/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4888 - acc: 0.7778 - val_loss: 1.9296 - val_acc: 0.5833
Epoch 14924/15000
720/720 [==============================] - 0s 13us/step - loss: 0.9108 - acc: 0.6806 - val_loss: 1.8180 - val_acc: 0.6278
Epoch 14925/15000
720/720 [==============================] - 0s 10us/step - loss: 0.4038 - acc: 0.8167 - val_loss: 1.9264 - val_acc: 0.6056
Epoch 14926/15000
720/720 [==============================] - 0s 0us/step - loss: 0.8362 - acc: 0.6972 - val_loss: 1.7289 - val_acc: 0.6222
Epoch 14927/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5129 - acc: 0.7639 - val_loss: 1.7051 - val_acc: 0.6000
Epoch 14928/15000
720/720 [==============================] - 0s 0us/step - loss: 0.6083 - acc: 0.7347 - val_loss: 1.7745 - val_acc: 0.6056
Epoch 14929/15000
720/720 [==============================] - 0s 22us/step - loss: 0.4863 - acc: 0.7722 - val_loss: 1.7608 - val_acc: 0.6500
Epoch 14930/15000
720/720 [==============================] - 0s 0us/step - loss: 0.4963 - acc: 0.7694 - val_loss: 1.8203 - val_acc: 0.6111
Epoch 14931/15000
720/720 [==============================] - 0s 22us/step - loss: 0.5071 - acc: 0.7875 - val_loss: 1.7507 - val_acc: 0.6556
Epoch 14932/15000
720/720 [==============================] - 0s 22us/step - loss: 0.3810 - acc: 0.8278 - val_loss: 1.7780 - val_acc: 0.6611
Epoch 14933/15000
720/720 [==============================] - 0s 13us/step - loss: 0.4773 - acc: 0.7819 - val_loss: 1.6817 - val_acc: 0.6500
Epoch 14934/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3073 - acc: 0.8750 - val_loss: 1.7201 - val_acc: 0.6389
Epoch 14935/15000
720/720 [==============================] - 0s 11us/step - loss: 0.4272 - acc: 0.8181 - val_loss: 1.6465 - val_acc: 0.6444
Epoch 14936/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3118 - acc: 0.8556 - val_loss: 1.6615 - val_acc: 0.6667
Epoch 14937/15000
720/720 [==============================] - 0s 10us/step - loss: 0.3179 - acc: 0.8514 - val_loss: 1.6203 - val_acc: 0.6611
Epoch 14938/15000
720/720 [==============================] - 0s 11us/step - loss: 0.3042 - acc: 0.8708 - val_loss: 1.6573 - val_acc: 0.6556
Epoch 14939/15000
720/720 [==============================] - 0s 11us/step - loss: 0.2871 - acc: 0.8806 - val_loss: 1.7722 - val_acc: 0.6500
Epoch 14940/15000
720/720 [==============================] - 0s 12us/step - loss: 0.2628 - acc: 0.8889 - val_loss: 1.7853 - val_acc: 0.6389
Epoch 14941/15000
720/720 [==============================] - 0s 14us/step - loss: 0.2749 - acc: 0.8736 - val_loss: 1.7763 - val_acc: 0.6444
Epoch 14942/15000
720/720 [==============================] - 0s 19us/step - loss: 0.2632 - acc: 0.8819 - val_loss: 1.7833 - val_acc: 0.6333
Epoch 14943/15000
720/720 [==============================] - 0s 6us/step - loss: 0.2496 - acc: 0.8889 - val_loss: 1.7915 - val_acc: 0.6389
Epoch 14944/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2701 - acc: 0.8681 - val_loss: 1.7659 - val_acc: 0.6389
Epoch 14945/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2149 - acc: 0.9167 - val_loss: 1.7553 - val_acc: 0.6167
Epoch 14946/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2458 - acc: 0.8931 - val_loss: 1.7641 - val_acc: 0.6333
Epoch 14947/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2178 - acc: 0.9000 - val_loss: 1.7707 - val_acc: 0.6333
Epoch 14948/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2373 - acc: 0.8986 - val_loss: 1.7639 - val_acc: 0.6556
Epoch 14949/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2026 - acc: 0.9153 - val_loss: 1.7628 - val_acc: 0.6556
Epoch 14950/15000
720/720 [==============================] - 0s 22us/step - loss: 0.2151 - acc: 0.9028 - val_loss: 1.7918 - val_acc: 0.6389
Epoch 14951/15000
720/720 [==============================] - 0s 0us/step - loss: 0.2091 - acc: 0.9083 - val_loss: 1.7948 - val_acc: 0.6444
Epoch 14952/15000
720/720 [==============================] - 0s 27us/step - loss: 0.1959 - acc: 0.9153 - val_loss: 1.7936 - val_acc: 0.6444
Epoch 14953/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1972 - acc: 0.9167 - val_loss: 1.8030 - val_acc: 0.6556
Epoch 14954/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1873 - acc: 0.9250 - val_loss: 1.7933 - val_acc: 0.6611
Epoch 14955/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1901 - acc: 0.9250 - val_loss: 1.7716 - val_acc: 0.6389
Epoch 14956/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1801 - acc: 0.9292 - val_loss: 1.7718 - val_acc: 0.6389
Epoch 14957/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1880 - acc: 0.9264 - val_loss: 1.8043 - val_acc: 0.6389
Epoch 14958/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1821 - acc: 0.9306 - val_loss: 1.8201 - val_acc: 0.6389
Epoch 14959/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1837 - acc: 0.9319 - val_loss: 1.8018 - val_acc: 0.6389
Epoch 14960/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1734 - acc: 0.9347 - val_loss: 1.7858 - val_acc: 0.6500
Epoch 14961/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1779 - acc: 0.9278 - val_loss: 1.7862 - val_acc: 0.6444
Epoch 14962/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1753 - acc: 0.9375 - val_loss: 1.7955 - val_acc: 0.6444
Epoch 14963/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1721 - acc: 0.9333 - val_loss: 1.7899 - val_acc: 0.6389
Epoch 14964/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1697 - acc: 0.9361 - val_loss: 1.7842 - val_acc: 0.6444
Epoch 14965/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1691 - acc: 0.9403 - val_loss: 1.7807 - val_acc: 0.6389
Epoch 14966/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1697 - acc: 0.9389 - val_loss: 1.7931 - val_acc: 0.6278
Epoch 14967/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1655 - acc: 0.9417 - val_loss: 1.8072 - val_acc: 0.6389
Epoch 14968/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1657 - acc: 0.9389 - val_loss: 1.8088 - val_acc: 0.6556
Epoch 14969/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1649 - acc: 0.9417 - val_loss: 1.8107 - val_acc: 0.6444
Epoch 14970/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1653 - acc: 0.9375 - val_loss: 1.8109 - val_acc: 0.6389
Epoch 14971/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1627 - acc: 0.9417 - val_loss: 1.8132 - val_acc: 0.6389
Epoch 14972/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1625 - acc: 0.9403 - val_loss: 1.8064 - val_acc: 0.6389
Epoch 14973/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1618 - acc: 0.9431 - val_loss: 1.7997 - val_acc: 0.6444
Epoch 14974/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1624 - acc: 0.9444 - val_loss: 1.8037 - val_acc: 0.6500
Epoch 14975/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1603 - acc: 0.9403 - val_loss: 1.8094 - val_acc: 0.6444
Epoch 14976/15000
720/720 [==============================] - 0s 22us/step - loss: 0.1609 - acc: 0.9389 - val_loss: 1.8075 - val_acc: 0.6444
Epoch 14977/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1591 - acc: 0.9431 - val_loss: 1.8041 - val_acc: 0.6389
Epoch 14978/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1599 - acc: 0.9431 - val_loss: 1.8027 - val_acc: 0.6444
Epoch 14979/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1589 - acc: 0.9444 - val_loss: 1.8054 - val_acc: 0.6500
Epoch 14980/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1587 - acc: 0.9431 - val_loss: 1.8005 - val_acc: 0.6389
Epoch 14981/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9472 - val_loss: 1.7941 - val_acc: 0.6444
Epoch 14982/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1580 - acc: 0.9458 - val_loss: 1.7961 - val_acc: 0.6444
Epoch 14983/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1579 - acc: 0.9458 - val_loss: 1.7987 - val_acc: 0.6389
Epoch 14984/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9458 - val_loss: 1.7989 - val_acc: 0.6389
Epoch 14985/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1571 - acc: 0.9472 - val_loss: 1.7965 - val_acc: 0.6444
Epoch 14986/15000
720/720 [==============================] - 0s 13us/step - loss: 0.1566 - acc: 0.9472 - val_loss: 1.7972 - val_acc: 0.6444
Epoch 14987/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1569 - acc: 0.9486 - val_loss: 1.8015 - val_acc: 0.6389
Epoch 14988/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1563 - acc: 0.9458 - val_loss: 1.8039 - val_acc: 0.6444
Epoch 14989/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1563 - acc: 0.9444 - val_loss: 1.8021 - val_acc: 0.6444
Epoch 14990/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8012 - val_acc: 0.6444
Epoch 14991/15000
720/720 [==============================] - 0s 12us/step - loss: 0.1558 - acc: 0.9472 - val_loss: 1.8048 - val_acc: 0.6500
Epoch 14992/15000
720/720 [==============================] - 0s 10us/step - loss: 0.1556 - acc: 0.9458 - val_loss: 1.8096 - val_acc: 0.6500
Epoch 14993/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1555 - acc: 0.9458 - val_loss: 1.8104 - val_acc: 0.6444
Epoch 14994/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1551 - acc: 0.9472 - val_loss: 1.8095 - val_acc: 0.6333
Epoch 14995/15000
720/720 [==============================] - 0s 25us/step - loss: 0.1551 - acc: 0.9486 - val_loss: 1.8113 - val_acc: 0.6333
Epoch 14996/15000
720/720 [==============================] - 0s 14us/step - loss: 0.1549 - acc: 0.9472 - val_loss: 1.8151 - val_acc: 0.6333
Epoch 14997/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1548 - acc: 0.9472 - val_loss: 1.8169 - val_acc: 0.6333
Epoch 14998/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1545 - acc: 0.9472 - val_loss: 1.8170 - val_acc: 0.6333
Epoch 14999/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1544 - acc: 0.9472 - val_loss: 1.8179 - val_acc: 0.6333
Epoch 15000/15000
720/720 [==============================] - 0s 11us/step - loss: 0.1543 - acc: 0.9472 - val_loss: 1.8195 - val_acc: 0.6333
Wall time: 2min 23s



In [35]:

    
train_loss, train_accuracy = model.evaluate(X_train_2_dim, y_train, batch_size=BATCH_SIZE)
train_loss, train_accuracy









    



900/900 [==============================] - 0s 10us/step






    Out[35]:





(0.4872775971889496, 0.8844444155693054)



In [36]:

    
test_loss, test_accuracy = model.evaluate(X_test_2_dim, y_test, batch_size=BATCH_SIZE)
test_loss, test_accuracy









    



600/600 [==============================] - 0s 3us/step






    Out[36]:





(1.522772192955017, 0.625)



In [88]:

    
plot_history(history)

There seems to be a large discrepancy between training and test loss (88% vs 63%) and it seems if we trained for even longer it will still grow

Our objective is to make the best prediction for unknown samples. This is called generalization. If we perform well on knwon data, but less good on unknown data this is called overfitting. This is to be avoided. Measures taken to avoid overfitting are also known as regularization.

Let's plot the decision boundaries to get a better idea of what is going on

First for training data



In [85]:

    
plot_prediction(model, X_train_2_dim[:, 1], X_train_2_dim[:, 0], 
               'Age', 'Max Speed', y_train,
                title="Train Data")

Then for training data



In [86]:

    
plot_prediction(model, X_test_2_dim[:, 1], X_test_2_dim[:, 0], 
               'Age', 'Max Speed', y_test,
                title="Test Data",
                fname='nn-overfit.png')

A rule of thumb: Smoother decision boundaries imply less overfitting

This matches our observation: we detect overfitting and the decision boundaries also look rather wild, especially on the upper left side of the plot



In [ ]:

	max speed	age	thousand miles per year
0	98.0	44.0	25.0
1	118.0	54.0	24.0
2	111.0	26.0	34.0
3	97.0	25.0	10.0
4	114.0	38.0	22.0

	max speed	age	thousand miles per year
count	1500.000000	1500.000000	1500.000000
mean	122.492667	44.952667	30.344000
std	17.604333	17.191727	15.463152
min	68.000000	9.000000	-21.000000
25%	108.000000	32.000000	18.000000
50%	120.000000	42.000000	29.000000
75%	137.000000	55.000000	42.000000
max	166.000000	102.000000	84.000000