In [1]:
# encoding=utf8
import numpy as np
import tensorflow as tf
def unpickle(file):
import _pickle as cPickle
fo = open(file, 'rb')
dict = cPickle.load(fo,encoding='latin1')
fo.close()
if 'data' in dict:
dict['data'] = dict['data'].reshape((-1, 3, 32, 32)).swapaxes(1, 3).swapaxes(1, 2).reshape(-1, 32*32*3) / 256.
return dict
In [2]:
def load_data_one(f):
batch = unpickle(f)
data = batch['data']
labels = batch['labels']
print ("Loading %s: %d" % (f, len(data)))
return data, labels
In [3]:
def load_data(files, data_dir, label_count):
data, labels = load_data_one(data_dir + '/' + files[0])
for f in files[1:]:
data_n, labels_n = load_data_one(data_dir + '/' + f)
data = np.append(data, data_n, axis=0)
labels = np.append(labels, labels_n, axis=0)
labels = np.array([ [ float(i == label) for i in range(label_count) ] for label in labels ])
return data, labels
In [4]:
def run_in_batch_avg(session, tensors, batch_placeholders, feed_dict={}, batch_size=200):
res = [ 0 ] * len(tensors)
batch_tensors = [ (placeholder, feed_dict[ placeholder ]) for placeholder in batch_placeholders ]
total_size = len(batch_tensors[0][1])
batch_count = (total_size + batch_size - 1) / batch_size
for batch_idx in range(batch_count):
current_batch_size = None
for (placeholder, tensor) in batch_tensors:
batch_tensor = tensor[ batch_idx*batch_size : (batch_idx+1)*batch_size ]
current_batch_size = len(batch_tensor)
feed_dict[placeholder] = tensor[ batch_idx*batch_size : (batch_idx+1)*batch_size ]
tmp = session.run(tensors, feed_dict=feed_dict)
res = [ r + t * current_batch_size for (r, t) in zip(res, tmp) ]
return [ r / float(total_size) for r in res ]
In [5]:
def weight_variable(shape):
initial = tf.truncated_normal(shape, stddev=0.01)
return tf.Variable(initial)
def bias_variable(shape):
initial = tf.constant(0.01, shape=shape)
return tf.Variable(initial)
def conv2d(input, in_features, out_features, kernel_size, with_bias=False):
W = weight_variable([ kernel_size, kernel_size, in_features, out_features ])
conv = tf.nn.conv2d(input, W, [ 1, 1, 1, 1 ], padding='SAME')
if with_bias:
return conv + bias_variable([ out_features ])
return conv
def batch_activ_conv(current, in_features, out_features, kernel_size, is_training, keep_prob):
current = tf.contrib.layers.batch_norm(current, scale=True, is_training=is_training, updates_collections=None)
current = tf.nn.relu(current)
current = conv2d(current, in_features, out_features, kernel_size)
current = tf.nn.dropout(current, keep_prob)
return current
def block(input, layers, in_features, growth, is_training, keep_prob):
current = input
features = in_features
for idx in range(layers):
tmp = batch_activ_conv(current, features, growth, 3, is_training, keep_prob)
current = tf.concat((current, tmp),3)
features += growth
return current, features
def avg_pool(input, s):
return tf.nn.avg_pool(input, [ 1, s, s, 1 ], [1, s, s, 1 ], 'VALID')
In [6]:
data_dir = './data'
image_size = 32
image_dim = image_size * image_size * 3
# meta = unpickle(data_dir + '/batches.meta')
# label_names = meta['label_names']
# label_count = len(label_names)
label_count = 10
# train_files = [ 'data_batch_%d' % d for d in range(1, 6) ]
# train_data, train_labels = load_data(train_files, data_dir, label_count)
# pi = np.random.permutation(len(train_data))
# train_data, train_labels = train_data[pi], train_labels[pi]
# test_data, test_labels = load_data([ 'test_batch' ], data_dir, label_count)
# print ("Train:", np.shape(train_data), np.shape(train_labels))
# print ("Test:", np.shape(test_data), np.shape(test_labels))
# data = { 'train_data': train_data,
# 'train_labels': train_labels,
# 'test_data': test_data,
# 'test_labels': test_labels }
depth = 40
In [7]:
weight_decay = 1e-4
layers = int((depth - 4) / 3)
graph = tf.Graph()
xs = tf.placeholder("float", shape=[None, image_dim])
ys = tf.placeholder("float", shape=[None, label_count])
lr = tf.placeholder("float", shape=[])
keep_prob = tf.placeholder(tf.float32)
is_training = tf.placeholder("bool", shape=[])
current = tf.reshape(xs, [ -1, 32, 32, 3 ])
current = conv2d(current, 3, 16, 3)
current, features = block(current, layers, 16, 12, is_training, keep_prob)
current = batch_activ_conv(current, features, features, 1, is_training, keep_prob)
current = avg_pool(current, 2)
current, features = block(current, layers, features, 12, is_training, keep_prob)
current = batch_activ_conv(current, features, features, 1, is_training, keep_prob)
current = avg_pool(current, 2)
current, features = block(current, layers, features, 12, is_training, keep_prob)
current = tf.contrib.layers.batch_norm(current, scale=True, is_training=is_training, updates_collections=None)
current = tf.nn.relu(current)
current = avg_pool(current, 8)
final_dim = features
current = tf.reshape(current, [ -1, final_dim ])
Wfc = weight_variable([ final_dim, label_count ])
bfc = bias_variable([ label_count ])
ys_ = tf.nn.softmax( tf.matmul(current, Wfc) + bfc )
cross_entropy = -tf.reduce_mean(ys * tf.log(ys_ + 1e-12))
l2 = tf.add_n([tf.nn.l2_loss(var) for var in tf.trainable_variables()])
train_step = tf.train.MomentumOptimizer(lr, 0.9, use_nesterov=True).minimize(cross_entropy + l2 * weight_decay)
correct_prediction = tf.equal(tf.argmax(ys_, 1), tf.argmax(ys, 1))
accuracy = tf.reduce_mean(tf.cast(correct_prediction, "float"))
In [8]:
para_dict={}
for k in tf.global_variables():
if k not in tf.contrib.framework.get_variables_by_suffix('Momentum'):
para_dict[k.name[:-2]] = k
In [9]:
sess=tf.InteractiveSession()
saver = tf.train.Saver(para_dict)
saver.restore(sess,'./inqmodel/stage2/inqcom1697100s.ckpt')
#saver.restore(sess,'./inqmodel/stage2/64pinq100/64pinq100.ckpt')
#saver.restore(sess,'./inqmodel/stage2/32inc100/inq32inc910.ckpt')
#saver.restore(sess,'./modellog/weightonlypara93.ckpt')
INFO:tensorflow:Restoring parameters from ./inqmodel/stage2/inqcom1697100s.ckpt
In [10]:
import config
In [11]:
save_dict ={}
for k in para_dict.items():
weight = k[1].eval()
if k[0] in config.all_para:
weight[weight !=0] = (np.floor(np.log2(abs(weight[weight != 0]*4/3))))*np.sign(weight[weight != 0])
# weight = weight.astype(int)
save_dict[k[0]] = weight
save_dict
Out[11]:
{'BatchNorm/beta': array([ 0.1005896 , 0.20255108, -0.17592074, -0.13554171, 0.01152138,
0.14950271, 0.06900312, 0.22282477, -0.02903798, 0.16441177,
-0.16324764, -0.01700974, 0.28107855, -0.0472836 , -0.02780186,
0.18496597], dtype=float32),
'BatchNorm/gamma': array([ 0.12662669, 0.24184744, 0.23211329, 0.15013759, 0.13286395,
0.11641019, 0.22883593, 0.00057689, 0.16092011, 0.13158932,
0.24368289, 0.01502605, 0.18039015, 0.11582124, 0.14466676,
0.20597854], dtype=float32),
'BatchNorm/moving_mean': array([-0.00383548, -0.0118994 , -0.05140854, 0.0213616 , 0.02971593,
0.00891912, 0.00347926, 0.07220513, -0.03956654, -0.03991182,
-0.2145973 , -0.3902587 , -0.01427782, 0.22812296, -0.01625541,
0.04085527], dtype=float32),
'BatchNorm/moving_variance': array([ 0.00940174, 0.0180527 , 0.0406678 , 0.13040502, 0.06178899,
0.01516236, 0.01403405, 0.11757266, 0.08575732, 0.00618739,
0.02611506, 0.0403765 , 0.01053149, 0.01214412, 0.01796167,
0.02711033], dtype=float32),
'BatchNorm_1/beta': array([ -1.53339813e-02, -9.20583479e-05, -7.96877220e-03,
-5.08207679e-02, -1.43186465e-01, 2.23025545e-01,
2.61405289e-01, 3.53632048e-02, 5.78559376e-02,
6.04984276e-02, -4.42169309e-02, -1.02297068e-01,
3.82691398e-02, -7.66399549e-03, 6.68236986e-02,
-4.51638392e-04, 6.53529763e-02, -5.00025135e-03,
-1.51520357e-01, -2.16090102e-02, -6.77088648e-02,
6.69377372e-02, 3.75691429e-03, -9.94185731e-03,
-6.54656291e-02, -1.38451410e-02, -9.00420919e-03,
-2.43729018e-02], dtype=float32),
'BatchNorm_1/gamma': array([ 4.64747511e-02, -1.53530493e-06, 1.18331774e-03,
9.56533402e-02, 2.32974648e-01, 2.07814515e-01,
2.77115285e-01, 1.86364323e-01, 9.09478068e-02,
6.67629614e-02, 1.18813450e-02, 1.59302801e-01,
3.84545736e-02, 2.83989939e-03, 9.41912606e-02,
3.89987836e-05, 2.02286690e-02, 1.27366278e-02,
2.22308904e-01, 8.45504925e-02, 1.00369312e-01,
2.47537829e-02, 3.40264626e-02, 1.74632873e-02,
1.23827077e-01, 4.99569848e-02, 1.36843184e-02,
2.94032376e-02], dtype=float32),
'BatchNorm_1/moving_mean': array([-0.00383548, -0.0118994 , -0.05140854, 0.0213616 , 0.02971593,
0.00891912, 0.00347926, 0.07220513, -0.03956654, -0.03991181,
-0.21459728, -0.39025867, -0.01427782, 0.22812296, -0.01625541,
0.04085527, -0.03365761, -0.02717272, 0.00814848, -0.02442496,
-0.04783451, -0.03882309, -0.05113362, -0.00706326, 0.02282765,
0.02101818, -0.04769237, -0.05014043], dtype=float32),
'BatchNorm_1/moving_variance': array([ 0.00940174, 0.0180527 , 0.04066779, 0.13040508, 0.061789 ,
0.01516236, 0.01403404, 0.11757264, 0.08575733, 0.00618739,
0.02611507, 0.0403765 , 0.01053148, 0.01214411, 0.01796167,
0.02711033, 0.00635261, 0.01243224, 0.00846115, 0.00785699,
0.00570043, 0.01053117, 0.00812214, 0.00935798, 0.0036465 ,
0.01427188, 0.00470224, 0.01413172], dtype=float32),
'BatchNorm_10/beta': array([ -7.36867310e-03, -8.98201135e-04, -1.70608109e-05,
-1.28329238e-02, -4.41809855e-02, -3.08567961e-03,
-1.29554828e-04, -5.56131378e-02, -6.62626848e-02,
-5.92457654e-05, -2.22245828e-04, -7.92947412e-02,
-2.88055297e-02, -2.95744780e-06, -2.45599018e-04,
-2.25957464e-02, -1.02521749e-02, -2.88306959e-02,
-3.46343336e-03, -3.50756273e-02, -4.27460223e-02,
-1.09060723e-02, 2.68360954e-02, -5.33490069e-02,
-1.60903037e-02, -5.66484034e-02, -2.04585828e-02,
-1.13401953e-02, -2.55669281e-02, -3.44045833e-02,
9.27606784e-03, -2.44142730e-02, -3.25389728e-02,
2.79781409e-02, -3.14798951e-02, -2.75765657e-02,
2.24957131e-02, -3.40023674e-02, -1.53613305e-02,
-1.64696407e-02, -9.31922346e-03, -2.06208806e-02,
6.89965161e-03, -2.05584802e-02, -6.34507393e-04,
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-5.76750934e-03, -4.26588990e-02, 2.60318704e-02,
8.65627360e-03, 7.39607902e-04, -3.15167196e-02,
-4.26410213e-02, -3.20071690e-02, -5.48396371e-02,
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-5.93361557e-02, -4.30856645e-02, -4.92656082e-02,
-4.86225151e-02, 2.23208368e-02, -1.88488737e-02,
-6.72889352e-02, -8.86321999e-03, -9.29901227e-02,
-2.54785549e-02, 1.19172949e-02, 1.05795721e-02,
-1.37890317e-02, -4.55726460e-02, -4.97341380e-02,
-3.93981300e-02, -6.79039136e-02, 1.28899151e-02,
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9.39339306e-03, -3.27311084e-02, -3.19737047e-02,
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6.15242757e-02, 5.86064570e-02, -7.61754513e-02,
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3.33305448e-02, 6.88772425e-02, -5.41100837e-02,
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9.88946110e-03, -2.23993436e-02, -5.79930656e-02,
2.42500361e-02, -1.64900497e-02, -4.88391928e-02,
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1.72732435e-02, 4.93388390e-03, -1.09193455e-02,
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-5.95850833e-02, -6.21872395e-02, -6.28320873e-02,
-1.38386167e-04], dtype=float32),
'BatchNorm_10/gamma': array([ 9.46800038e-02, 6.88597793e-05, 2.05830429e-06,
1.10165507e-01, 1.29969016e-01, 1.00957155e-02,
8.19339999e-04, 1.17635377e-01, 1.00999460e-01,
7.51559310e-06, 1.68263679e-04, 2.12598573e-02,
4.36015800e-02, 8.44938938e-07, 1.24544336e-03,
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2.16616858e-02, 1.35317877e-01, 6.77928403e-02,
3.63793410e-02, 1.27746299e-01, 1.23590060e-01,
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1.48776695e-02, 1.12341650e-01, 1.34611805e-03,
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4.55028377e-02, 7.38655925e-02, 1.32571429e-01,
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6.99201375e-02, 1.32033959e-01, 1.41508549e-01,
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-0.02344422], dtype=float32),
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'Variable_9': array([[[[-4., 3., -5., ..., 0., 0., 4.],
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In [21]:
save_dict ={}
for k in para_dict.items():
weight = k[1].eval()
if k[0] in config.all_para:
weight[weight !=0] = (np.floor(np.log2(abs(weight[weight != 0]*4/3))))#*np.sign(weight[weight != 0])
weight = weight.astype(int)
save_dict[k[0]] = weight
save_dict
Out[21]:
{'BatchNorm/beta': array([ 0.08321584, 0.10316731, -0.12733406, -0.06267124, 0.00620966,
0.1026805 , 0.0900551 , 0.14423433, -0.05722855, 0.09593607,
-0.10592815, -0.01391049, 0.1799453 , -0.02109962, -0.026368 ,
0.14144515], dtype=float32),
'BatchNorm/gamma': array([ 0.1140104 , 0.18321645, 0.15764038, 0.14057337, 0.07328121,
0.09731749, 0.12755632, 0.00383015, 0.10769176, 0.07336008,
0.14297469, 0.02200568, 0.13547945, 0.07076677, 0.10066565,
0.18450475], dtype=float32),
'BatchNorm/moving_mean': array([-0.00293689, -0.01852734, 0.00743793, -0.02549321, -0.01864818,
-0.00859262, -0.01582259, -0.01386582, -0.02563288, -0.0271016 ,
-0.18502724, -0.22533597, -0.01174836, 0.32815731, -0.023964 ,
-0.00125048], dtype=float32),
'BatchNorm/moving_variance': array([ 0.00271165, 0.01296419, 0.01755416, 0.04006873, 0.04356964,
0.00626143, 0.00763565, 0.05565015, 0.03049036, 0.0024846 ,
0.01811297, 0.01480968, 0.00425847, 0.02416002, 0.01247767,
0.00914138], dtype=float32),
'BatchNorm_1/beta': array([ -1.57472622e-02, -1.39289594e-04, -1.16938651e-02,
-5.20818643e-02, -8.98722857e-02, 1.46107882e-01,
1.63431421e-01, 6.31645918e-02, 2.12772023e-02,
2.69818269e-02, -2.52260603e-02, -7.96823502e-02,
9.80655476e-03, -1.16164079e-02, 2.11696159e-02,
-6.83955732e-04, 2.98026223e-02, -2.51385896e-03,
-8.96958336e-02, -2.14895438e-02, -3.78806479e-02,
3.39663178e-02, -9.83604975e-03, -8.07365496e-03,
-4.51697893e-02, -2.28249133e-02, -4.91235871e-04,
3.32114100e-03], dtype=float32),
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[ -7, -8, -6, ..., -6, -6, -9],
[ -5, -6, -5, ..., -7, -8, -5]]]]),
'Variable_40': array([-0.01166901, 0.01154252, -0.01547709, -0.05022174, 0.01694462,
0.02139209, 0.01748796, -0.00504572, 0.02836206, -0.01331382], dtype=float32),
'Variable_5': array([[[[ -7, -6, -9, ..., -6, -7, -6],
[ -7, -10, -10, ..., -9, -7, -9],
[-15, -17, -14, ..., -12, -15, -18],
...,
[ -7, -7, -6, ..., -9, -6, -6],
[ -5, -7, -8, ..., -7, -7, -7],
[ -8, -7, -7, ..., -11, -8, -11]],
[[ -8, -6, -7, ..., -6, -7, -6],
[ -7, -12, -9, ..., -8, -7, -8],
[-14, -15, -13, ..., -12, -14, -18],
...,
[ -8, -6, -7, ..., -5, -7, -9],
[ -7, -8, -7, ..., -6, -9, -8],
[ -7, -7, -12, ..., -8, -9, -7]],
[[ -7, -7, -6, ..., -5, -8, -5],
[ -7, -10, -8, ..., -8, -8, -8],
[-16, -14, -13, ..., -12, -14, -16],
...,
[-11, -6, -8, ..., -6, -7, -6],
[ -7, -7, -8, ..., -7, -11, -6],
[ -7, -7, -7, ..., -9, -8, -7]]],
[[[ -6, -6, -9, ..., -6, -9, -8],
[ -8, -8, -9, ..., -9, -7, -8],
[-14, -15, -15, ..., -13, -17, -17],
...,
[ -7, -6, -5, ..., -7, -6, -6],
[ -7, -8, -10, ..., -7, -11, -7],
[ -8, -7, -9, ..., -8, -6, -6]],
[[ -8, -7, -7, ..., -8, -6, -8],
[ -7, -9, -9, ..., -9, -8, -8],
[-13, -16, -13, ..., -12, -14, -16],
...,
[-11, -6, -5, ..., -7, -7, -10],
[ -7, -12, -8, ..., -7, -9, -7],
[ -6, -10, -8, ..., -10, -7, -7]],
[[ -9, -8, -8, ..., -7, -7, -7],
[ -7, -13, -8, ..., -8, -8, -8],
[-14, -14, -12, ..., -12, -13, -17],
...,
[ -6, -5, -10, ..., -5, -8, -7],
[ -7, -7, -7, ..., -9, -7, -7],
[ -6, -7, -7, ..., -8, -7, -11]]],
[[[ -5, -7, -7, ..., -6, -6, -7],
[ -8, -8, -8, ..., -8, -10, -11],
[-14, -14, -15, ..., -13, -15, -15],
...,
[ -8, -7, -7, ..., -7, -15, -11],
[ -8, -6, -10, ..., -7, -7, -8],
[ -6, -7, -10, ..., -7, -7, -6]],
[[ -6, -13, -7, ..., -7, -6, -5],
[ -8, -9, -8, ..., -8, -8, -8],
[-13, -14, -13, ..., -13, -15, -17],
...,
[ -8, -6, -7, ..., -8, -9, -10],
[ -9, -7, -6, ..., -8, -6, -7],
[ -6, -12, -7, ..., -11, -9, -8]],
[[ -7, -9, -10, ..., -8, -6, -6],
[ -7, -9, -8, ..., -8, -7, -9],
[-13, -17, -13, ..., -13, -14, -18],
...,
[ -6, -7, -6, ..., -6, -7, -7],
[ -7, -6, -7, ..., -7, -6, -8],
[ -6, -6, -7, ..., -7, -8, -7]]]]),
'Variable_6': array([[[[ -6, -8, -8, ..., -7, -5, -7],
[-16, -17, -13, ..., -17, -15, -13],
[-21, -20, -20, ..., -20, -20, -20],
...,
[ -8, -8, -7, ..., -6, -7, -6],
[ -8, -6, -7, ..., -6, -7, -6],
[ -5, -7, -11, ..., -6, -6, -6]],
[[ -9, -8, -5, ..., -9, -6, -7],
[-20, -14, -12, ..., -15, -16, -13],
[-20, -22, -20, ..., -20, -19, -21],
...,
[ -8, -6, -7, ..., -8, -7, -5],
[ -6, -8, -8, ..., -5, -7, -6],
[ -6, -7, -9, ..., -5, -6, -7]],
[[ -8, -6, -4, ..., -8, -7, -5],
[-14, -13, -12, ..., -14, -16, -13],
[-25, -21, -20, ..., -20, -23, -21],
...,
[ -8, -5, -8, ..., -6, -6, -5],
[ -9, -7, -8, ..., -6, -5, -14],
[ -6, -8, -8, ..., -8, -8, -6]]],
[[[ -8, -8, -6, ..., -7, -5, -9],
[-15, -16, -13, ..., -14, -14, -16],
[-21, -19, -20, ..., -23, -23, -22],
...,
[ -8, -6, -6, ..., -7, -7, -10],
[ -7, -6, -10, ..., -8, -6, -7],
[ -6, -7, -9, ..., -6, -7, -5]],
[[ -7, -7, -6, ..., -8, -8, -8],
[-15, -14, -13, ..., -15, -14, -16],
[-21, -24, -19, ..., -20, -24, -21],
...,
[ -8, -6, -6, ..., -6, -6, -7],
[ -9, -9, -8, ..., -6, -7, -9],
[ -5, -6, -10, ..., -6, -6, -7]],
[[ -8, -8, -4, ..., -8, -6, -6],
[-13, -13, -13, ..., -15, -15, -15],
[-22, -21, -19, ..., -20, -20, -23],
...,
[ -8, -5, -5, ..., -7, -6, -8],
[ -6, -6, -13, ..., -7, -5, -8],
[ -7, -7, -6, ..., -6, -7, -7]]],
[[[ -8, -8, -6, ..., -8, -5, -5],
[-13, -17, -15, ..., -15, -14, -15],
[-20, -19, -19, ..., -20, -20, -20],
...,
[ -9, -7, -8, ..., -6, -6, -7],
[-13, -7, -8, ..., -9, -8, -5],
[ -7, -7, -13, ..., -5, -5, -6]],
[[ -6, -7, -7, ..., -7, -7, -5],
[-13, -15, -16, ..., -14, -14, -19],
[-20, -21, -19, ..., -23, -20, -19],
...,
[ -6, -6, -6, ..., -7, -7, -8],
[ -7, -8, -10, ..., -7, -5, -6],
[ -6, -7, -13, ..., -5, -6, -7]],
[[ -6, -7, -5, ..., -9, -6, -5],
[-13, -14, -15, ..., -14, -18, -16],
[-23, -22, -19, ..., -22, -19, -20],
...,
[ -7, -4, -5, ..., -8, -6, -9],
[ -7, -6, -7, ..., -8, -5, -8],
[ -8, -12, -11, ..., -5, -6, -7]]]]),
'Variable_7': array([[[[ -6, -7, -5, ..., -7, -7, -6],
[-13, -15, -13, ..., -16, -14, -13],
[-12, -16, -13, ..., -13, -15, -18],
...,
[ -8, -7, -7, ..., -8, -7, -9],
[ -5, -13, -8, ..., -6, -7, -10],
[ -7, -5, -8, ..., -5, -6, -8]],
[[ -5, -7, -5, ..., -7, -7, -6],
[-16, -14, -13, ..., -16, -14, -13],
[-12, -17, -13, ..., -13, -15, -17],
...,
[ -8, -11, -10, ..., -11, -10, -7],
[ -7, -8, -7, ..., -7, -7, -10],
[ -7, -6, -9, ..., -10, -9, -11]],
[[ -5, -6, -5, ..., -8, -7, -6],
[-13, -13, -13, ..., -14, -15, -13],
[-12, -14, -12, ..., -13, -14, -16],
...,
[ -7, -8, -7, ..., -7, -8, -12],
[ -8, -7, -7, ..., -7, -8, -7],
[ -6, -7, -7, ..., -10, -7, -9]]],
[[[ -7, -5, -8, ..., -7, -8, -9],
[-14, -15, -13, ..., -18, -13, -14],
[-12, -14, -14, ..., -13, -15, -14],
...,
[-13, -7, -7, ..., -7, -7, -9],
[ -6, -8, -7, ..., -6, -8, -11],
[ -7, -9, -6, ..., -7, -8, -8]],
[[ -7, -5, -7, ..., -10, -7, -7],
[-14, -14, -14, ..., -17, -13, -14],
[-12, -14, -14, ..., -13, -16, -14],
...,
[ -9, -8, -7, ..., -9, -9, -9],
[ -7, -9, -9, ..., -7, -9, -8],
[ -7, -10, -7, ..., -11, -7, -7]],
[[ -7, -7, -8, ..., -7, -8, -6],
[-13, -13, -14, ..., -14, -14, -16],
[-12, -16, -13, ..., -13, -16, -16],
...,
[ -8, -9, -7, ..., -8, -9, -9],
[ -7, -9, -8, ..., -10, -7, -7],
[ -6, -7, -6, ..., -7, -9, -7]]],
[[[ -5, -5, -5, ..., -5, -9, -8],
[-16, -18, -16, ..., -16, -13, -15],
[-13, -14, -14, ..., -12, -14, -13],
...,
[ -8, -8, -7, ..., -10, -8, -9],
[ -7, -7, -7, ..., -9, -9, -8],
[ -5, -9, -6, ..., -6, -8, -9]],
[[ -4, -5, -6, ..., -8, -8, -13],
[-13, -16, -15, ..., -16, -18, -15],
[-13, -14, -16, ..., -12, -15, -13],
...,
[-11, -8, -6, ..., -8, -10, -10],
[ -8, -10, -10, ..., -13, -9, -6],
[ -5, -6, -5, ..., -7, -7, -7]],
[[ -5, -6, -9, ..., -7, -6, -6],
[-12, -15, -14, ..., -14, -14, -15],
[-13, -15, -16, ..., -12, -15, -14],
...,
[-10, -9, -6, ..., -9, -8, -10],
[-10, -9, -7, ..., -7, -6, -7],
[ -6, -7, -5, ..., -9, -7, -7]]]]),
'Variable_8': array([[[[ -6, -3, -6, ..., -4, -7, -4],
[ -9, -7, -8, ..., -8, -8, -10],
[-13, -10, -12, ..., -11, -11, -10],
...,
[-12, -9, -7, ..., -10, -7, -9],
[ -7, -8, -8, ..., -7, -6, -11],
[ -8, -7, -5, ..., -6, -6, -7]],
[[ -5, -4, -11, ..., -5, -7, -6],
[ -7, -7, -7, ..., -8, -8, -10],
[-11, -10, -11, ..., -11, -12, -10],
...,
[ -9, -8, -8, ..., -11, -8, -8],
[ -8, -7, -8, ..., -8, -8, -7],
[ -7, -7, -6, ..., -8, -6, -7]],
[[ -5, -5, -6, ..., -3, -7, -4],
[ -7, -7, -7, ..., -8, -8, -11],
[-11, -9, -10, ..., -10, -11, -10],
...,
[-12, -11, -9, ..., -8, -8, -9],
[ -6, -7, -9, ..., -8, -6, -6],
[ -7, -11, -6, ..., -7, -5, -6]]],
[[[ -7, -6, -8, ..., -3, -6, -7],
[-11, -7, -8, ..., -8, -8, -9],
[-12, -14, -11, ..., -12, -15, -12],
...,
[ -8, -9, -8, ..., -10, -10, -9],
[-10, -9, -7, ..., -8, -7, -7],
[ -6, -12, -8, ..., -8, -6, -7]],
[[ -5, -4, -6, ..., -6, -11, -6],
[ -7, -7, -7, ..., -9, -8, -10],
[-14, -17, -11, ..., -11, -12, -11],
...,
[ -9, -9, -9, ..., -9, -8, -8],
[-10, -8, -7, ..., -7, -8, -9],
[ -7, -10, -7, ..., -8, -6, -7]],
[[ -5, -4, -7, ..., -3, -6, -5],
[ -8, -8, -7, ..., -9, -8, -9],
[-14, -11, -10, ..., -11, -12, -12],
...,
[ -9, -9, -9, ..., -10, -14, -8],
[ -9, -8, -10, ..., -9, -7, -7],
[ -6, -8, -6, ..., -9, -10, -8]]],
[[[ -6, -4, -5, ..., -4, -8, -5],
[ -8, -7, -7, ..., -7, -8, -8],
[-11, -14, -10, ..., -11, -12, -12],
...,
[ -9, -9, -15, ..., -9, -8, -7],
[ -7, -8, -16, ..., -8, -7, -10],
[ -7, -8, -5, ..., -6, -5, -8]],
[[ -6, -4, -7, ..., -4, -8, -5],
[-13, -7, -7, ..., -7, -9, -9],
[-11, -14, -10, ..., -11, -11, -11],
...,
[-10, -11, -8, ..., -9, -12, -8],
[-10, -10, -12, ..., -7, -8, -6],
[ -7, -7, -6, ..., -9, -7, -7]],
[[ -6, -7, -7, ..., -3, -9, -6],
[-12, -7, -7, ..., -8, -9, -8],
[-11, -12, -10, ..., -11, -11, -11],
...,
[ -8, -9, -8, ..., -9, -7, -8],
[ -7, -9, -14, ..., -7, -7, -6],
[-14, -7, -8, ..., -9, -6, -5]]]]),
'Variable_9': array([[[[ -5, -3, -6, ..., -9, -9, -5],
[ -8, -8, -7, ..., -7, -9, -9],
[ -6, -6, -7, ..., -6, -7, -5],
...,
[ -7, -6, -9, ..., -9, -7, -9],
[ -9, -11, -9, ..., -6, -8, -12],
[ -7, -6, -11, ..., -8, -6, -6]],
[[ -5, -4, -11, ..., -5, -6, -5],
[ -8, -8, -9, ..., -7, -7, -7],
[ -5, -5, -7, ..., -5, -10, -6],
...,
[ -7, -6, -8, ..., -7, -7, -7],
[ -9, -8, -8, ..., -7, -9, -9],
[ -6, -9, -7, ..., -6, -6, -6]],
[[ -9, -7, -5, ..., -6, -6, -5],
[ -9, -6, -8, ..., -5, -6, -5],
[ -6, -5, -9, ..., -5, -7, -5],
...,
[ -5, -5, -6, ..., -8, -7, -6],
[ -6, -6, -6, ..., -7, -7, -8],
[ -6, -6, -8, ..., -6, -6, -6]]],
[[[ -9, -4, -5, ..., -5, -6, -5],
[ -8, -6, -9, ..., -6, -6, -7],
[ -8, -5, -8, ..., -7, -8, -7],
...,
[ -6, -5, -9, ..., -6, -7, -6],
[ -8, -11, -9, ..., -6, -8, -8],
[ -8, -6, -17, ..., -8, -7, -8]],
[[ -6, -6, -7, ..., -7, -7, -6],
[ -7, -6, -9, ..., -6, -10, -8],
[ -6, -5, -9, ..., -7, -8, -6],
...,
[ -7, -5, -6, ..., -6, -7, -7],
[ -8, -7, -8, ..., -7, -8, -7],
[ -6, -7, -11, ..., -10, -8, -10]],
[[ -5, -4, -6, ..., -6, -7, -7],
[ -6, -5, -8, ..., -8, -7, -5],
[ -7, -5, -7, ..., -7, -7, -5],
...,
[ -6, -6, -6, ..., -7, -9, -8],
[-10, -6, -12, ..., -9, -7, -7],
[ -9, -9, -10, ..., -6, -7, -7]]],
[[[ -4, -5, -6, ..., -6, -6, -5],
[ -9, -6, -8, ..., -6, -6, -6],
[ -6, -6, -9, ..., -5, -8, -6],
...,
[ -8, -5, -7, ..., -6, -6, -6],
[ -8, -6, -6, ..., -7, -8, -8],
[ -5, -7, -8, ..., -6, -7, -7]],
[[ -4, -4, -9, ..., -6, -6, -5],
[ -6, -6, -9, ..., -6, -9, -6],
[ -6, -7, -10, ..., -5, -8, -7],
...,
[ -9, -7, -6, ..., -6, -6, -6],
[ -8, -7, -6, ..., -7, -8, -7],
[ -6, -6, -7, ..., -7, -13, -7]],
[[ -5, -5, -5, ..., -5, -9, -6],
[ -6, -6, -9, ..., -6, -7, -5],
[ -6, -10, -6, ..., -6, -8, -7],
...,
[ -6, -5, -7, ..., -6, -7, -7],
[ -6, -7, -7, ..., -7, -11, -9],
[ -6, -7, -10, ..., -7, -6, -8]]]])}
In [22]:
pruned_tol = np.zeros(128)
for k in save_dict.items():
max_layer = -64
min_layer = 64
weight = k[1]
for j in range(-64,64):
pruned_tol[j+64] += len(weight[weight == j])
if len(weight[weight == j]) > 0:
if j > max_layer: max_layer = j
if j < min_layer: min_layer = j
if k[0] in config.all_para:
print(k[0],'max:',max_layer,'min',min_layer,'diff',max_layer - min_layer,'j')
#print (k[0],len(weight[weight ==0]))
pruned_tol.astype(int)
Variable max: -1 min -11 diff 10 j
Variable_1 max: -2 min -15 diff 13 j
Variable_2 max: -3 min -22 diff 19 j
Variable_3 max: -3 min -20 diff 17 j
Variable_4 max: -3 min -27 diff 24 j
Variable_5 max: -3 min -23 diff 20 j
Variable_6 max: -3 min -25 diff 22 j
Variable_7 max: -3 min -29 diff 26 j
Variable_8 max: -3 min -25 diff 22 j
Variable_9 max: -3 min -22 diff 19 j
Variable_10 max: -3 min -28 diff 25 j
Variable_11 max: -4 min -28 diff 24 j
Variable_12 max: -3 min -28 diff 25 j
Variable_13 max: -3 min -20 diff 17 j
Variable_14 max: -4 min -21 diff 17 j
Variable_15 max: -3 min -22 diff 19 j
Variable_16 max: -3 min -19 diff 16 j
Variable_17 max: -4 min -24 diff 20 j
Variable_18 max: -4 min -21 diff 17 j
Variable_19 max: -3 min -23 diff 20 j
Variable_20 max: -4 min -25 diff 21 j
Variable_21 max: -4 min -21 diff 17 j
Variable_22 max: -4 min -25 diff 21 j
Variable_23 max: -4 min -22 diff 18 j
Variable_24 max: -4 min -21 diff 17 j
Variable_25 max: -4 min -26 diff 22 j
Variable_26 max: -3 min -22 diff 19 j
Variable_27 max: -4 min -26 diff 22 j
Variable_28 max: -4 min -27 diff 23 j
Variable_29 max: -4 min -23 diff 19 j
Variable_30 max: -4 min -22 diff 18 j
Variable_31 max: -4 min -23 diff 19 j
Variable_32 max: -4 min -25 diff 21 j
Variable_33 max: -4 min -23 diff 19 j
Variable_34 max: -3 min -27 diff 24 j
Variable_35 max: -3 min -25 diff 22 j
Variable_36 max: -3 min -28 diff 25 j
Variable_37 max: -3 min -33 diff 30 j
Variable_38 max: -3 min -28 diff 25 j
Variable_39 max: 0 min -28 diff 28 j
Out[22]:
array([ 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 1,
0, 0, 0, 1, 8, 12, 25, 48,
101, 202, 425, 768, 1468, 2483, 4431, 6701,
9858, 14281, 19679, 25483, 33012, 46047, 68933, 107667,
165185, 219531, 194014, 72804, 7256, 523, 186, 59,
424, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0])
In [23]:
pruned_tol[64]
Out[23]:
424.0
In [17]:
pruned_tol = np.zeros(64)
for k in save_dict.items():
weight = k[1]
for j in range(64):
pruned_tol[j] += len(weight[abs(weight) == j])
#print (k[0],len(weight[weight ==0]))
pruned_tol.astype(int)
Out[17]:
array([ 424, 59, 186, 523, 7256, 72804, 194014, 219531,
165185, 107667, 68933, 46047, 33012, 25483, 19679, 14281,
9858, 6701, 4431, 2483, 1468, 768, 425, 202,
101, 48, 25, 12, 8, 1, 0, 0,
0, 1, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0])
In [31]:
sess=tf.InteractiveSession()
saver = tf.train.Saver(para_dict)
#.restore(sess,'./inqmodel/stage2/64inc100/inq64inc100.ckpt')
saver.restore(sess,'./inqmodel/stage2/64pinq100/64pinq100.ckpt')
#saver.restore(sess,'./modellog/weightonlypara93.ckpt')
INFO:tensorflow:Restoring parameters from ./inqmodel/stage2/64pinq100/64pinq100.ckpt
In [18]:
pruned_tol = np.zeros(64)
for k in save_dict.items():
weight = k[1]
for j in range(64):
pruned_tol[j] += len(weight[abs(weight) == j])
#print (k[0],len(weight[weight ==0]))
pruned_tol.astype(int)
Out[18]:
array([113959, 79, 313, 1961, 30451, 138162, 76286, 10362,
80758, 173821, 132774, 96809, 62824, 43390, 34037, 5630,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0])
In [16]:
pruned_tol = 0
for k in save_dict.items():
weight = k[1]
pruned_tol += len(weight[weight ==0])
print (k[0],len(weight[weight ==0]))
pruned_tol
Variable 0
BatchNorm/beta 0
BatchNorm/gamma 0
BatchNorm/moving_mean 0
BatchNorm/moving_variance 0
Variable_1 31
BatchNorm_1/beta 0
BatchNorm_1/gamma 0
BatchNorm_1/moving_mean 0
BatchNorm_1/moving_variance 0
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Variable_39 3967
Variable_40 0
Out[16]:
113959
In [12]:
import pickle
# create dict
# save dict
f1 = open("C:/Users/lhlne/Desktop/project/densenet/compare/inq100.txt","wb")
pickle.dump(save_dict, f1)
f1.close()
# load dict
f2 = open("C:/Users/lhlne/Desktop/project/densenet/compare/inq100.txt","rb")
load_list = pickle.load(f2)
f2.close()
# print
print(load_list)
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0.00078458, 0.00059861, 0.00090637, 0.0008595 , 0.00089761,
0.00148536, 0.0008846 , 0.00087075, 0.00119675, 0.00067081,
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0.0239068 , 0.01677043, 0.02055069], dtype=float32), 'Variable_39': array([[ 0., 0., 0., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.],
...,
[ 1., 2., 0., ..., 0., 2., 2.],
[ 2., 2., 2., ..., 2., 2., 3.],
[ 0., 0., 0., ..., 3., 2., 2.]], dtype=float32), 'Variable_40': array([-0.02303291, 0.00201103, 0.01791079, -0.04050137, 0.02454546,
0.01895219, 0.02203774, -0.01104199, 0.00896451, -0.01984334], dtype=float32)}
In [16]:
f2 = open("C:/Users/lhlne/Desktop/project/densenet/inqmodel/stage1/inqfinal64inc20adj.txt","rb")
load_list = pickle.load(f2)
f2.close()
# print
print(load_list)
{'Variable': array([[[[ 0., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1.],
[ 1., 1., 1., 1., 1., 1., 1., 0., 1., 1., 1., 1., 1.,
1., 1., 1.],
[ 0., 1., 1., 1., 1., 1., 1., 0., 1., 1., 1., 1., 1.,
1., 1., 1.]],
[[ 0., 0., 1., 1., 0., 1., 0., 0., 1., 1., 1., 1., 0.,
1., 1., 1.],
[ 1., 0., 1., 1., 1., 1., 0., 0., 1., 1., 1., 1., 1.,
1., 1., 0.],
[ 0., 1., 1., 1., 1., 1., 0., 0., 1., 1., 1., 1., 0.,
1., 1., 1.]],
[[ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 0.,
1., 1., 1.],
[ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1.],
[ 1., 1., 1., 1., 1., 1., 1., 1., 1., 0., 1., 1., 0.,
1., 1., 1.]]],
[[[ 0., 1., 1., 0., 1., 1., 1., 1., 1., 1., 1., 1., 0.,
1., 1., 1.],
[ 1., 0., 1., 0., 1., 1., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 0.],
[ 0., 0., 1., 0., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 0.]],
[[ 1., 0., 0., 1., 1., 0., 0., 1., 1., 1., 1., 1., 1.,
1., 1., 0.],
[ 1., 0., 1., 1., 1., 0., 0., 1., 1., 0., 1., 0., 1.,
1., 1., 0.],
[ 1., 0., 1., 1., 1., 0., 0., 1., 1., 1., 1., 1., 1.,
1., 1., 0.]],
[[ 0., 1., 1., 0., 1., 0., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 1.],
[ 1., 0., 1., 0., 1., 0., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 1.],
[ 0., 1., 1., 0., 1., 0., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 1.]]],
[[[ 1., 1., 1., 1., 0., 1., 1., 1., 1., 0., 1., 1., 0.,
1., 1., 1.],
[ 1., 1., 1., 0., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 0.],
[ 1., 0., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 0.,
1., 1., 1.]],
[[ 0., 1., 1., 1., 0., 1., 0., 0., 1., 1., 1., 1., 0.,
1., 1., 1.],
[ 1., 0., 1., 1., 0., 1., 0., 0., 1., 1., 1., 1., 1.,
1., 1., 0.],
[ 0., 0., 1., 1., 0., 1., 1., 0., 1., 1., 1., 1., 0.,
1., 1., 0.]],
[[ 0., 1., 1., 1., 1., 1., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 1.],
[ 1., 1., 1., 1., 1., 1., 1., 1., 0., 1., 1., 1., 1.,
1., 1., 1.],
[ 0., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1.]]]], dtype=float32), 'Variable_1': array([[[[ 1., 1., 1., ..., 1., 1., 0.],
[ 0., 1., 1., ..., 0., 0., 1.],
[ 0., 1., 1., ..., 1., 1., 0.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 0., 0., 1.]],
[[ 1., 1., 1., ..., 1., 1., 0.],
[ 1., 0., 1., ..., 0., 0., 1.],
[ 0., 1., 1., ..., 1., 1., 0.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 0., 1., ..., 0., 1., 1.]],
[[ 1., 1., 1., ..., 1., 1., 0.],
[ 0., 0., 1., ..., 0., 0., 0.],
[ 0., 1., 0., ..., 1., 1., 0.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 1., ..., 0., 0., 0.]]],
[[[ 1., 1., 0., ..., 1., 1., 1.],
[ 0., 0., 1., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 1., ..., 0., 0., 1.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 1., 1., ..., 1., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 0.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 0.]],
[[ 1., 1., 1., ..., 1., 0., 1.],
[ 0., 0., 1., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 0.],
...,
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 1., ..., 1., 0., 1.]]],
[[[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 1., ..., 0., 0., 1.],
[ 0., 1., 1., ..., 1., 1., 1.],
...,
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[[ 0., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 1., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 1., 0., 0.]],
[[ 0., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 1., 0., 0.]]],
[[[ 1., 1., 1., ..., 1., 1., 0.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 1., 0., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 0., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 1., 0., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 1., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 1., 0., ..., 0., 0., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 0., 0., 0., ..., 0., 0., 0.]]]], dtype=float32), 'Variable_38': array([[[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 0., 0., 1.],
[ 0., 0., 1., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 0., 0., 1.],
[ 0., 0., 1., ..., 1., 0., 0.],
[ 1., 0., 0., ..., 0., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 0., 0., 1.],
[ 0., 0., 1., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]]],
[[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 1., ..., 0., 1., 1.],
[ 0., 1., 1., ..., 1., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 1., 0., 1., ..., 1., 0., 1.],
[ 0., 0., 0., ..., 0., 0., 0.],
[ 0., 0., 1., ..., 1., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 1., ..., 0., 0., 1.],
[ 0., 0., 0., ..., 1., 0., 0.],
[ 0., 0., 0., ..., 1., 0., 0.]]],
[[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 1., ..., 0., 1., 1.],
[ 0., 0., 1., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 1., ..., 0., 1., 1.],
[ 0., 0., 0., ..., 1., 0., 0.],
[ 0., 0., 0., ..., 1., 0., 0.]],
[[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 1., ..., 0., 1., 1.],
[ 0., 0., 1., ..., 1., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]]]], dtype=float32), 'Variable_39': array([[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
[ 1., 1., 1., ..., 1., 1., 1.],
...,
[ 0., 0., 0., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.],
[ 0., 0., 0., ..., 0., 0., 0.]], dtype=float32)}
In [17]:
config.inq_para
Out[17]:
{'Variable': 32,
'Variable_1': 32,
'Variable_10': 32,
'Variable_11': 32,
'Variable_12': 32,
'Variable_13': 32,
'Variable_14': 32,
'Variable_15': 32,
'Variable_16': 32,
'Variable_17': 32,
'Variable_18': 32,
'Variable_19': 32,
'Variable_2': 32,
'Variable_20': 32,
'Variable_21': 32,
'Variable_22': 32,
'Variable_23': 32,
'Variable_24': 32,
'Variable_25': 32,
'Variable_26': 32,
'Variable_27': 32,
'Variable_28': 32,
'Variable_29': 32,
'Variable_3': 32,
'Variable_30': 32,
'Variable_31': 32,
'Variable_32': 32,
'Variable_33': 32,
'Variable_34': 32,
'Variable_35': 32,
'Variable_36': 32,
'Variable_37': 32,
'Variable_38': 32,
'Variable_39': 32,
'Variable_4': 32,
'Variable_5': 32,
'Variable_6': 32,
'Variable_7': 32,
'Variable_8': 32,
'Variable_9': 32}
In [16]:
para_dict['Variable_3'].eval()
Out[16]:
array([[[[ 0.00000000e+00, 0.00000000e+00, 3.47397669e-04, ...,
0.00000000e+00, 3.58613906e-04, 8.46622512e-04],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, -7.80620612e-05, 1.56250000e-02],
...,
[ -1.56250000e-02, 1.56250000e-02, 0.00000000e+00, ...,
1.56250000e-02, 1.56250000e-02, -1.56250000e-02],
[ -1.56250000e-02, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, -1.56250000e-02],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, -1.56250000e-02]],
[[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, -1.13542553e-03, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
5.09184203e-04, 0.00000000e+00, 3.12500000e-02],
...,
[ -1.56250000e-02, 1.56250000e-02, 0.00000000e+00, ...,
0.00000000e+00, -3.12500000e-02, -3.12500000e-02],
[ -1.56250000e-02, 0.00000000e+00, -1.18280365e-03, ...,
-1.56250000e-02, -6.25000000e-02, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
1.56250000e-02, -1.56250000e-02, -3.12500000e-02]],
[[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
7.34202156e-04, 9.93037247e-04, 0.00000000e+00],
[ 0.00000000e+00, 4.81123221e-04, 0.00000000e+00, ...,
0.00000000e+00, 1.56250000e-02, 3.12500000e-02],
...,
[ 1.56250000e-02, 3.12500000e-02, 3.12500000e-02, ...,
0.00000000e+00, 0.00000000e+00, -1.56250000e-02],
[ -1.56250000e-02, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, -3.12500000e-02, 0.00000000e+00],
[ 0.00000000e+00, 1.56250000e-02, 1.56250000e-02, ...,
1.56250000e-02, 0.00000000e+00, -1.56250000e-02]]],
[[[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
-2.58025917e-04, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 1.56250000e-02, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
...,
[ -3.12500000e-02, 0.00000000e+00, -3.12500000e-02, ...,
-1.56250000e-02, 1.56250000e-02, 3.12500000e-02],
[ -3.12500000e-02, 1.56250000e-02, -3.12500000e-02, ...,
-1.56250000e-02, -3.12500000e-02, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, -1.56250000e-02, 0.00000000e+00]],
[[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, -9.44006897e-04, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, -4.33499459e-04],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
...,
[ -3.12500000e-02, 1.56250000e-02, -3.12500000e-02, ...,
-1.56250000e-02, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, -1.56250000e-02, ...,
-1.56250000e-02, 0.00000000e+00, -1.56250000e-02],
[ -1.56250000e-02, 0.00000000e+00, 1.56250000e-02, ...,
0.00000000e+00, -1.56250000e-02, 0.00000000e+00]],
[[ -5.87845338e-04, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
-1.56250000e-02, 1.56250000e-02, 1.56250000e-02],
...,
[ 0.00000000e+00, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, -1.56250000e-02, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, -3.12500000e-02, -1.56250000e-02],
[ 0.00000000e+00, 1.56250000e-02, 0.00000000e+00, ...,
0.00000000e+00, 1.56250000e-02, 0.00000000e+00]]],
[[[ -2.96961425e-05, 0.00000000e+00, 6.09491661e-04, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 1.56250000e-02, 8.44834838e-04, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
6.90729648e-04, -1.56250000e-02, 0.00000000e+00],
...,
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
-3.12500000e-02, 0.00000000e+00, -8.30189849e-04],
[ -1.56250000e-02, 0.00000000e+00, 0.00000000e+00, ...,
-1.56250000e-02, 1.17131788e-03, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00]],
[[ 0.00000000e+00, 3.85147199e-04, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 1.56250000e-02],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
...,
[ 5.21553739e-04, 1.56250000e-02, -3.12500000e-02, ...,
-1.56250000e-02, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, -3.12500000e-02, ...,
4.43506491e-04, 0.00000000e+00, 1.56250000e-02],
[ -1.56250000e-02, 0.00000000e+00, -1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, -3.12500000e-02]],
[[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 0.00000000e+00, 0.00000000e+00, 4.14042792e-04, ...,
-1.56250000e-02, 1.56250000e-02, 4.75879147e-04],
...,
[ -3.12500000e-02, 1.56250000e-02, -1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
[ 1.56250000e-02, -1.56250000e-02, -3.12500000e-02, ...,
0.00000000e+00, -3.12500000e-02, 0.00000000e+00],
[ 1.82849049e-04, 0.00000000e+00, 1.56250000e-02, ...,
0.00000000e+00, 0.00000000e+00, -1.56250000e-02]]]], dtype=float32)
In [17]:
from matplotlib import pyplot as plt
for i in para_dict.items():
if 'Variable' in i[0]:
a = para_dict[i[0]].eval()
b = np.reshape(a,[-1])
c = sum(b ==0)
d = np.shape(b)
# e = np.percentile(b, 75)
print(i[0])
# print(e)
# print(int(np.log10(abs(e))))
print('percentage',c/d)
# print(sum(b ==0))
# plt.hist(abs(b))
# plt.title(i[0])
# plt.show()
Variable
percentage [ 0.]
Variable_1
percentage [ 0.]
Variable_2
percentage [ 0.]
Variable_3
percentage [ 0.]
Variable_4
percentage [ 0.]
Variable_5
percentage [ 0.]
Variable_6
percentage [ 0.]
Variable_7
percentage [ 0.]
Variable_8
percentage [ 0.]
Variable_9
percentage [ 0.]
Variable_10
percentage [ 0.]
Variable_11
percentage [ 0.]
Variable_12
percentage [ 0.]
Variable_13
percentage [ 0.]
Variable_14
percentage [ 0.]
Variable_15
percentage [ 0.]
Variable_16
percentage [ 0.]
Variable_17
percentage [ 0.]
Variable_18
percentage [ 0.]
Variable_19
percentage [ 0.]
Variable_20
percentage [ 0.]
Variable_21
percentage [ 0.]
Variable_22
percentage [ 0.]
Variable_23
percentage [ 0.]
Variable_24
percentage [ 0.]
Variable_25
percentage [ 0.]
Variable_26
percentage [ 0.]
Variable_27
percentage [ 0.]
Variable_28
percentage [ 0.]
Variable_29
percentage [ 0.]
Variable_30
percentage [ 0.]
Variable_31
percentage [ 0.]
Variable_32
percentage [ 0.]
Variable_33
percentage [ 0.]
Variable_34
percentage [ 0.]
Variable_35
percentage [ 0.]
Variable_36
percentage [ 0.]
Variable_37
percentage [ 0.]
Variable_38
percentage [ 0.]
Variable_39
percentage [ 0.]
Variable_40
percentage [ 0.]
In [30]:
a = para_dict['Variable_27'].eval()
b = np.reshape(a,[-1])
print(sum(b <=0.00001))
print(np.shape(b))
25166
(32832,)
In [27]:
parm_dict={}
for k in tf.trainable_variables():
parm_dict[k.name] = k
with tf.Session(graph=graph) as session:
saver= tf.train.Saver(parm_dict)
saver.restore(session,"weights_densenet")
Variable:0
BatchNorm/beta:0
BatchNorm/gamma:0
Variable_1:0
BatchNorm_1/beta:0
BatchNorm_1/gamma:0
Variable_2:0
BatchNorm_2/beta:0
BatchNorm_2/gamma:0
Variable_3:0
BatchNorm_3/beta:0
BatchNorm_3/gamma:0
Variable_4:0
BatchNorm_4/beta:0
BatchNorm_4/gamma:0
Variable_5:0
BatchNorm_5/beta:0
BatchNorm_5/gamma:0
Variable_6:0
BatchNorm_6/beta:0
BatchNorm_6/gamma:0
Variable_7:0
BatchNorm_7/beta:0
BatchNorm_7/gamma:0
Variable_8:0
BatchNorm_8/beta:0
BatchNorm_8/gamma:0
Variable_9:0
BatchNorm_9/beta:0
BatchNorm_9/gamma:0
Variable_10:0
BatchNorm_10/beta:0
BatchNorm_10/gamma:0
Variable_11:0
BatchNorm_11/beta:0
BatchNorm_11/gamma:0
Variable_12:0
BatchNorm_12/beta:0
BatchNorm_12/gamma:0
Variable_13:0
BatchNorm_13/beta:0
BatchNorm_13/gamma:0
Variable_14:0
BatchNorm_14/beta:0
BatchNorm_14/gamma:0
Variable_15:0
BatchNorm_15/beta:0
BatchNorm_15/gamma:0
Variable_16:0
BatchNorm_16/beta:0
BatchNorm_16/gamma:0
Variable_17:0
BatchNorm_17/beta:0
BatchNorm_17/gamma:0
Variable_18:0
BatchNorm_18/beta:0
BatchNorm_18/gamma:0
Variable_19:0
BatchNorm_19/beta:0
BatchNorm_19/gamma:0
Variable_20:0
BatchNorm_20/beta:0
BatchNorm_20/gamma:0
Variable_21:0
BatchNorm_21/beta:0
BatchNorm_21/gamma:0
Variable_22:0
BatchNorm_22/beta:0
BatchNorm_22/gamma:0
Variable_23:0
BatchNorm_23/beta:0
BatchNorm_23/gamma:0
Variable_24:0
BatchNorm_24/beta:0
BatchNorm_24/gamma:0
Variable_25:0
BatchNorm_25/beta:0
BatchNorm_25/gamma:0
Variable_26:0
BatchNorm_26/beta:0
BatchNorm_26/gamma:0
Variable_27:0
BatchNorm_27/beta:0
BatchNorm_27/gamma:0
Variable_28:0
BatchNorm_28/beta:0
BatchNorm_28/gamma:0
Variable_29:0
BatchNorm_29/beta:0
BatchNorm_29/gamma:0
Variable_30:0
BatchNorm_30/beta:0
BatchNorm_30/gamma:0
Variable_31:0
BatchNorm_31/beta:0
BatchNorm_31/gamma:0
Variable_32:0
BatchNorm_32/beta:0
BatchNorm_32/gamma:0
Variable_33:0
BatchNorm_33/beta:0
BatchNorm_33/gamma:0
Variable_34:0
BatchNorm_34/beta:0
BatchNorm_34/gamma:0
Variable_35:0
BatchNorm_35/beta:0
BatchNorm_35/gamma:0
Variable_36:0
BatchNorm_36/beta:0
BatchNorm_36/gamma:0
Variable_37:0
BatchNorm_37/beta:0
BatchNorm_37/gamma:0
Variable_38:0
BatchNorm_38/beta:0
BatchNorm_38/gamma:0
Variable_39:0
Variable_40:0
Content source: DAVIDNEWGATE/Project
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