In [1]:
# encoding=utf8
import numpy as np
import tensorflow as tf
import config
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 add_dyprune(weights):
import config
crate = config.crate[weights.name[:-2]]
print(weights.name[:-2])
prune_mask = tf.Variable(tf.ones_like(weights),name=weights.name[:-2]+'mask', trainable=False)
mean = tf.divide(tf.reduce_sum(tf.multiply(tf.abs(weights),prune_mask)),tf.reduce_sum(prune_mask))
var = tf.multiply(weights,prune_mask)
var = tf.square(var)
mean_q = tf.square(mean)*tf.reduce_sum(prune_mask)
var = tf.reduce_sum(var) - mean_q
var = tf.divide(var,tf.reduce_sum(prune_mask))
var = tf.sqrt(var)
t1_lower = (mean+var*crate)*0.45
indicator_lower1 = tf.greater_equal(tf.abs(weights), tf.ones_like(weights) * t1_lower)
t1_upper = (mean+var*crate)*0.55
indicator_upper1 = tf.greater_equal(tf.abs(weights), tf.ones_like(weights) * t1_upper)
indicator_matrix1 = tf.greater_equal(prune_mask, tf.zeros_like(weights))
indicator_matrix1 = tf.logical_and(indicator_matrix1,indicator_lower1)
indicator_matrix1 = tf.logical_or(indicator_matrix1,indicator_upper1)
indicator_matrix1 = tf.to_float(indicator_matrix1)
update = prune_mask.assign(indicator_matrix1)
print(update.name)
prune_fc = tf.multiply(weights, prune_mask)
return prune_fc
def weight_variable(shape):
initial = tf.truncated_normal(shape, stddev=0.01)
w = tf.Variable(initial)
if w.name[:-2] in config.exc_para: w = add_dyprune(w)
return w
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)
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"))
Variable_2
Assign:0
Variable_3
Assign_1:0
Variable_4
Assign_2:0
Variable_5
Assign_3:0
Variable_6
Assign_4:0
Variable_7
Assign_5:0
Variable_8
Assign_6:0
Variable_9
Assign_7:0
Variable_10
Assign_8:0
Variable_11
Assign_9:0
Variable_12
Assign_10:0
Variable_14
Assign_11:0
Variable_15
Assign_12:0
Variable_16
Assign_13:0
Variable_17
Assign_14:0
Variable_18
Assign_15:0
Variable_19
Assign_16:0
Variable_20
Assign_17:0
Variable_21
Assign_18:0
Variable_22
Assign_19:0
Variable_23
Assign_20:0
Variable_24
Assign_21:0
Variable_25
Assign_22:0
Variable_27
Assign_23:0
Variable_28
Assign_24:0
Variable_29
Assign_25:0
Variable_30
Assign_26:0
Variable_31
Assign_27:0
Variable_32
Assign_28:0
Variable_33
Assign_29:0
Variable_34
Assign_30:0
Variable_35
Assign_31:0
Variable_36
Assign_32:0
Variable_37
Assign_33:0
Variable_38
Assign_34:0
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]:
para_toload={}
for k in tf.global_variables():
if k not in tf.contrib.framework.get_variables_by_suffix('Momentum'):
if 'mask' not in k.name:
para_toload[k.name[:-2]] = k
In [10]:
A_assign=[]
for k in tf.get_default_graph().get_operations():
if k.name.startswith('Assign'):
A_assign.append(k.values()[0])
update=tf.group(*A_assign)
In [ ]:
In [15]:
sess=tf.InteractiveSession()
saver = tf.train.Saver(para_dict)
#saver = tf.train.Saver(para_dict)
saver.restore(sess,'C:/Users/lhlne/Desktop/project/densenet/dnsmodel/c29283bug/dnsc2_72.ckpt')
#saver.restore(sess,'./modellog/weightonlypara93.ckpt')
INFO:tensorflow:Restoring parameters from C:/Users/lhlne/Desktop/project/densenet/dnsmodel/c29283bug/dnsc2_72.ckpt
---------------------------------------------------------------------------
NotFoundError Traceback (most recent call last)
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
1138 try:
-> 1139 return fn(*args)
1140 except errors.OpError as e:
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
1120 feed_dict, fetch_list, target_list,
-> 1121 status, run_metadata)
1122
D:\Anaconda3\lib\contextlib.py in __exit__(self, type, value, traceback)
88 try:
---> 89 next(self.gen)
90 except StopIteration:
D:\Anaconda3\lib\site-packages\tensorflow\python\framework\errors_impl.py in raise_exception_on_not_ok_status()
465 compat.as_text(pywrap_tensorflow.TF_Message(status)),
--> 466 pywrap_tensorflow.TF_GetCode(status))
467 finally:
NotFoundError: Key Variable_2mask not found in checkpoint
[[Node: save_2/RestoreV2_197 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_arg_save_2/Const_0_0, save_2/RestoreV2_197/tensor_names, save_2/RestoreV2_197/shape_and_slices)]]
[[Node: save_2/RestoreV2_208/_61 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_528_save_2/RestoreV2_208", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
During handling of the above exception, another exception occurred:
NotFoundError Traceback (most recent call last)
<ipython-input-15-dea7ec37541b> in <module>()
2 saver = tf.train.Saver(para_dict)
3 #saver = tf.train.Saver(para_dict)
----> 4 saver.restore(sess,'C:/Users/lhlne/Desktop/project/densenet/dnsmodel/c29283bug/dnsc2_72.ckpt')
5 #saver.restore(sess,'./modellog/weightonlypara93.ckpt')
D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py in restore(self, sess, save_path)
1546 logging.info("Restoring parameters from %s", save_path)
1547 sess.run(self.saver_def.restore_op_name,
-> 1548 {self.saver_def.filename_tensor_name: save_path})
1549
1550 @staticmethod
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in run(self, fetches, feed_dict, options, run_metadata)
787 try:
788 result = self._run(None, fetches, feed_dict, options_ptr,
--> 789 run_metadata_ptr)
790 if run_metadata:
791 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
995 if final_fetches or final_targets:
996 results = self._do_run(handle, final_targets, final_fetches,
--> 997 feed_dict_string, options, run_metadata)
998 else:
999 results = []
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
1130 if handle is None:
1131 return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
-> 1132 target_list, options, run_metadata)
1133 else:
1134 return self._do_call(_prun_fn, self._session, handle, feed_dict,
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
1150 except KeyError:
1151 pass
-> 1152 raise type(e)(node_def, op, message)
1153
1154 def _extend_graph(self):
NotFoundError: Key Variable_2mask not found in checkpoint
[[Node: save_2/RestoreV2_197 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_arg_save_2/Const_0_0, save_2/RestoreV2_197/tensor_names, save_2/RestoreV2_197/shape_and_slices)]]
[[Node: save_2/RestoreV2_208/_61 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_528_save_2/RestoreV2_208", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
Caused by op 'save_2/RestoreV2_197', defined at:
File "D:\Anaconda3\lib\runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "D:\Anaconda3\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "D:\Anaconda3\lib\site-packages\ipykernel_launcher.py", line 16, in <module>
app.launch_new_instance()
File "D:\Anaconda3\lib\site-packages\traitlets\config\application.py", line 658, in launch_instance
app.start()
File "D:\Anaconda3\lib\site-packages\ipykernel\kernelapp.py", line 477, in start
ioloop.IOLoop.instance().start()
File "D:\Anaconda3\lib\site-packages\zmq\eventloop\ioloop.py", line 177, in start
super(ZMQIOLoop, self).start()
File "D:\Anaconda3\lib\site-packages\tornado\ioloop.py", line 888, in start
handler_func(fd_obj, events)
File "D:\Anaconda3\lib\site-packages\tornado\stack_context.py", line 277, in null_wrapper
return fn(*args, **kwargs)
File "D:\Anaconda3\lib\site-packages\zmq\eventloop\zmqstream.py", line 440, in _handle_events
self._handle_recv()
File "D:\Anaconda3\lib\site-packages\zmq\eventloop\zmqstream.py", line 472, in _handle_recv
self._run_callback(callback, msg)
File "D:\Anaconda3\lib\site-packages\zmq\eventloop\zmqstream.py", line 414, in _run_callback
callback(*args, **kwargs)
File "D:\Anaconda3\lib\site-packages\tornado\stack_context.py", line 277, in null_wrapper
return fn(*args, **kwargs)
File "D:\Anaconda3\lib\site-packages\ipykernel\kernelbase.py", line 283, in dispatcher
return self.dispatch_shell(stream, msg)
File "D:\Anaconda3\lib\site-packages\ipykernel\kernelbase.py", line 235, in dispatch_shell
handler(stream, idents, msg)
File "D:\Anaconda3\lib\site-packages\ipykernel\kernelbase.py", line 399, in execute_request
user_expressions, allow_stdin)
File "D:\Anaconda3\lib\site-packages\ipykernel\ipkernel.py", line 196, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File "D:\Anaconda3\lib\site-packages\ipykernel\zmqshell.py", line 533, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File "D:\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 2717, in run_cell
interactivity=interactivity, compiler=compiler, result=result)
File "D:\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 2821, in run_ast_nodes
if self.run_code(code, result):
File "D:\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 2881, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-15-dea7ec37541b>", line 2, in <module>
saver = tf.train.Saver(para_dict)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py", line 1139, in __init__
self.build()
File "D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py", line 1170, in build
restore_sequentially=self._restore_sequentially)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py", line 691, in build
restore_sequentially, reshape)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py", line 407, in _AddRestoreOps
tensors = self.restore_op(filename_tensor, saveable, preferred_shard)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\training\saver.py", line 247, in restore_op
[spec.tensor.dtype])[0])
File "D:\Anaconda3\lib\site-packages\tensorflow\python\ops\gen_io_ops.py", line 640, in restore_v2
dtypes=dtypes, name=name)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 767, in apply_op
op_def=op_def)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py", line 2506, in create_op
original_op=self._default_original_op, op_def=op_def)
File "D:\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py", line 1269, in __init__
self._traceback = _extract_stack()
NotFoundError (see above for traceback): Key Variable_2mask not found in checkpoint
[[Node: save_2/RestoreV2_197 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cpu:0"](_arg_save_2/Const_0_0, save_2/RestoreV2_197/tensor_names, save_2/RestoreV2_197/shape_and_slices)]]
[[Node: save_2/RestoreV2_208/_61 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_528_save_2/RestoreV2_208", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
In [14]:
total_count = 0
for k in para_dict.items():
if 'mask' in k[0]:
weight = np.reshape(k[1].eval(),[-1])
total_count += len(weight[weight==0])
total_count
Out[14]:
305427
In [12]:
# sess=tf.InteractiveSession()
# saver = tf.train.Saver(para_dict)
# saver.restore(sess,'C:/Users/lhlne/Desktop\project/densenet/dnsmodel/9276/densenetdnsfinal1st_92789_1.ckpt')
In [24]:
total_para = 0
existing_para = 0
for k in para_dict.items():
# if k[0] not in config.all_para:
if 'mask' in k[0]:
print(k[0])
print(len(np.reshape(k[1].eval(),[-1])))
weight = np.reshape(k[1].eval(),[-1])
percen = (len(weight[weight == 0]))/(len(np.reshape(k[1].eval(),[-1])))
print('zeropercen', percen)
total_para += len(weight[weight == 0])
#total_para += len(np.reshape(k[1].eval(),[-1]))
Variablemask
432
zeropercen 0.2152777777777778
Variable_1mask
1728
zeropercen 0.5856481481481481
Variable_2mask
3024
zeropercen 0.8551587301587301
Variable_3mask
4320
zeropercen 0.7240740740740741
Variable_4mask
5616
zeropercen 0.6834045584045584
Variable_5mask
6912
zeropercen 0.5697337962962963
Variable_6mask
8208
zeropercen 0.5370370370370371
Variable_7mask
9504
zeropercen 0.6044823232323232
Variable_8mask
10800
zeropercen 0.607037037037037
Variable_9mask
12096
zeropercen 0.6178902116402116
Variable_10mask
13392
zeropercen 0.6229091995221028
Variable_11mask
14688
zeropercen 0.5375816993464052
Variable_12mask
15984
zeropercen 0.5646271271271271
Variable_13mask
25600
zeropercen 0.3276953125
Variable_14mask
17280
zeropercen 0.5553819444444444
Variable_15mask
18576
zeropercen 0.5108742463393626
Variable_16mask
19872
zeropercen 0.5265700483091788
Variable_17mask
21168
zeropercen 0.5278722600151171
Variable_18mask
22464
zeropercen 0.5340990028490028
Variable_19mask
23760
zeropercen 0.5593855218855219
Variable_20mask
25056
zeropercen 0.5178400383141762
Variable_21mask
26352
zeropercen 0.5422738312082575
Variable_22mask
27648
zeropercen 0.5101634837962963
Variable_23mask
28944
zeropercen 0.5133360972913211
Variable_24mask
30240
zeropercen 0.503968253968254
Variable_25mask
31536
zeropercen 0.5173135464231354
Variable_26mask
92416
zeropercen 0.30632141620498615
Variable_27mask
32832
zeropercen 0.4609831871345029
Variable_28mask
34128
zeropercen 0.4717827004219409
Variable_29mask
35424
zeropercen 0.4593778229448961
Variable_30mask
36720
zeropercen 0.4645697167755991
Variable_31mask
38016
zeropercen 0.46619844276094274
Variable_32mask
39312
zeropercen 0.5077330077330078
Variable_33mask
40608
zeropercen 0.5556048069345941
Variable_34mask
41904
zeropercen 0.6935853379152348
Variable_35mask
43200
zeropercen 0.7982638888888889
Variable_36mask
44496
zeropercen 0.9378820568140956
Variable_37mask
45792
zeropercen 0.913980607966457
Variable_38mask
47088
zeropercen 0.9493076792388719
Variable_39mask
4480
zeropercen 0.9453125
In [25]:
total_para
Out[25]:
575418
In [20]:
total_para = 0
existing_para = 0
for k in para_dict.items():
if 'mask' in k[0]:
print(k[0])
print(np.sum(k[1].eval()))
existing_para +=np.sum(k[1].eval())
print(len(np.reshape(k[1].eval(),[-1])))
total_para += len(np.reshape(k[1].eval(),[-1]))
percen = np.sum(k[1].eval())/len(np.reshape(k[1].eval(),[-1]))
print(percen)
Variablemask
---------------------------------------------------------------------------
FailedPreconditionError Traceback (most recent call last)
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
1138 try:
-> 1139 return fn(*args)
1140 except errors.OpError as e:
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
1120 feed_dict, fetch_list, target_list,
-> 1121 status, run_metadata)
1122
D:\Anaconda3\lib\contextlib.py in __exit__(self, type, value, traceback)
88 try:
---> 89 next(self.gen)
90 except StopIteration:
D:\Anaconda3\lib\site-packages\tensorflow\python\framework\errors_impl.py in raise_exception_on_not_ok_status()
465 compat.as_text(pywrap_tensorflow.TF_Message(status)),
--> 466 pywrap_tensorflow.TF_GetCode(status))
467 finally:
FailedPreconditionError: Attempting to use uninitialized value Variablemask
[[Node: Variablemask/_788 = _Send[T=DT_FLOAT, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/cpu:0", send_device="/job:localhost/replica:0/task:0/gpu:0", send_device_incarnation=1, tensor_name="edge_4_Variablemask", _device="/job:localhost/replica:0/task:0/gpu:0"](Variablemask)]]
[[Node: Variablemask/_789 = _Recv[_start_time=0, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/cpu:0", send_device="/job:localhost/replica:0/task:0/gpu:0", send_device_incarnation=1, tensor_name="edge_4_Variablemask", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/cpu:0"]()]]
During handling of the above exception, another exception occurred:
FailedPreconditionError Traceback (most recent call last)
<ipython-input-20-0ab30ed3403b> in <module>()
4 if 'mask' in k[0]:
5 print(k[0])
----> 6 print(np.sum(k[1].eval()))
7 existing_para +=np.sum(k[1].eval())
8 print(len(np.reshape(k[1].eval(),[-1])))
D:\Anaconda3\lib\site-packages\tensorflow\python\ops\variables.py in eval(self, session)
461 A numpy `ndarray` with a copy of the value of this variable.
462 """
--> 463 return self._variable.eval(session=session)
464
465 def initialized_value(self):
D:\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py in eval(self, feed_dict, session)
604
605 """
--> 606 return _eval_using_default_session(self, feed_dict, self.graph, session)
607
608
D:\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py in _eval_using_default_session(tensors, feed_dict, graph, session)
3926 "the tensor's graph is different from the session's "
3927 "graph.")
-> 3928 return session.run(tensors, feed_dict)
3929
3930
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in run(self, fetches, feed_dict, options, run_metadata)
787 try:
788 result = self._run(None, fetches, feed_dict, options_ptr,
--> 789 run_metadata_ptr)
790 if run_metadata:
791 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
995 if final_fetches or final_targets:
996 results = self._do_run(handle, final_targets, final_fetches,
--> 997 feed_dict_string, options, run_metadata)
998 else:
999 results = []
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
1130 if handle is None:
1131 return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
-> 1132 target_list, options, run_metadata)
1133 else:
1134 return self._do_call(_prun_fn, self._session, handle, feed_dict,
D:\Anaconda3\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
1150 except KeyError:
1151 pass
-> 1152 raise type(e)(node_def, op, message)
1153
1154 def _extend_graph(self):
FailedPreconditionError: Attempting to use uninitialized value Variablemask
[[Node: Variablemask/_788 = _Send[T=DT_FLOAT, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/cpu:0", send_device="/job:localhost/replica:0/task:0/gpu:0", send_device_incarnation=1, tensor_name="edge_4_Variablemask", _device="/job:localhost/replica:0/task:0/gpu:0"](Variablemask)]]
[[Node: Variablemask/_789 = _Recv[_start_time=0, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/cpu:0", send_device="/job:localhost/replica:0/task:0/gpu:0", send_device_incarnation=1, tensor_name="edge_4_Variablemask", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/cpu:0"]()]]
In [13]:
print(total_para)
print(existing_para)
1001616
279479.0
In [13]:
import config
In [28]:
save_dict ={}
num_total = 0
for k in para_toload.items():
weight = k[1].eval()
if k[0] in config.exc_para:
a = k[0]+'mask'
save_dict[a] = np.nonzero(np.reshape(para_dict[a].eval(),[-1]))
num_total += len(np.reshape(save_dict[a],[-1]))
print(len(np.reshape(save_dict[a],[-1])))
b = k[0]+'spar'
save_dict[b] = np.reshape(weight,-1)[np.nonzero(np.reshape(para_dict[a].eval(),[-1]))]
num_total += len(np.reshape(save_dict[b],[-1]))
print(len(np.reshape(save_dict[a],[-1])))
else:
save_dict[k[0]] = weight
save_dict
467
467
1072
1072
1400
1400
2279
2279
2706
2706
2905
2905
3231
3231
3586
3586
3734
3734
4787
4787
4888
4888
5913
5913
6605
6605
6590
6590
7119
7119
7392
7392
7399
7399
8272
8272
8539
8539
9347
9347
9766
9766
10288
10288
10313
10313
11524
11524
11941
11941
12818
12818
13189
13189
13246
13246
13094
13094
13394
13394
11054
11054
9216
9216
5078
5078
6508
6508
5801
5801
Out[28]:
{'BatchNorm/beta': array([ 0.13457707, 0.19024231, -0.18214345, -0.1109003 , 0.03855705,
0.11476456, 0.06733284, 0.21596111, -0.05550055, 0.17144607,
-0.15407375, 0.04680792, 0.27738744, -0.03944726, -0.04971396,
0.19041337], dtype=float32),
'BatchNorm/gamma': array([ 0.12703843, 0.25982744, 0.21970652, 0.20171469, 0.10560513,
0.1312001 , 0.23941629, -0.00312303, 0.14658585, 0.11787019,
0.20863743, 0.04398109, 0.19313277, 0.01430674, 0.11291002,
0.2223836 ], dtype=float32),
'BatchNorm/moving_mean': array([ -6.37836335e-03, 4.00622492e-04, 2.74965577e-02,
-3.58538106e-02, -1.13799423e-02, -1.52296098e-02,
-2.37340983e-02, -1.55452862e-02, -2.44026501e-02,
3.09114717e-03, -2.89383113e-01, -4.31017220e-01,
8.72501172e-03, 4.77297783e-01, -2.47517992e-02,
-4.61144699e-03], dtype=float32),
'BatchNorm/moving_variance': array([ 0.00881073, 0.02814272, 0.04148764, 0.11847243, 0.09006294,
0.01454794, 0.01914952, 0.14802402, 0.08019486, 0.00660609,
0.04257664, 0.05109912, 0.00940094, 0.05050378, 0.02872049,
0.02538292], dtype=float32),
'BatchNorm_1/beta': array([ -5.45276096e-04, -7.80853588e-05, -6.27763756e-03,
-5.33783361e-02, -1.31442100e-01, 2.33601630e-01,
2.59299070e-01, 7.81045109e-02, 1.43352961e-02,
7.33939558e-02, -1.31081762e-02, -8.34027380e-02,
5.14315814e-03, -6.51013758e-03, 3.92891057e-02,
-3.83761624e-04, 4.94198911e-02, 1.57999821e-04,
-1.40692741e-01, -2.72610947e-03, -6.06652275e-02,
7.17885569e-02, -7.16297701e-03, -1.02130733e-02,
-8.23472813e-02, -2.29754001e-02, -4.19606129e-03,
-3.03190295e-03], dtype=float32),
'BatchNorm_1/gamma': array([ 4.66496013e-02, -1.30200942e-06, 3.18886992e-03,
9.78738070e-02, 2.43833110e-01, 1.89780280e-01,
2.53727525e-01, 1.93166956e-01, 1.63544968e-01,
3.23851444e-02, 8.99196118e-02, 1.72267854e-01,
8.62676557e-03, 2.42229365e-03, 8.71160552e-02,
3.33221651e-05, 2.08873767e-02, 1.14348978e-02,
2.19833478e-01, 7.71340802e-02, 9.97561663e-02,
5.06779142e-02, 3.67747471e-02, 9.77011211e-03,
1.02070197e-01, 4.27725762e-02, 6.19240105e-03,
2.46373117e-02], dtype=float32),
'BatchNorm_1/moving_mean': array([ -6.37836335e-03, 4.00622608e-04, 2.74965595e-02,
-3.58538143e-02, -1.13799414e-02, -1.52296089e-02,
-2.37340983e-02, -1.55452881e-02, -2.44026482e-02,
3.09114694e-03, -2.89383113e-01, -4.31017220e-01,
8.72500986e-03, 4.77297783e-01, -2.47517973e-02,
-4.61144978e-03, 9.19426605e-03, -5.29090315e-02,
3.23944166e-02, -2.90630925e-02, 6.00623759e-03,
6.72817230e-03, -8.28447472e-03, -1.84064507e-02,
3.58406710e-03, 2.23576594e-02, -1.66298561e-02,
-4.70059738e-02], dtype=float32),
'BatchNorm_1/moving_variance': array([ 0.00881074, 0.02814272, 0.04148763, 0.11847243, 0.09006295,
0.01454794, 0.01914952, 0.14802404, 0.08019482, 0.00660609,
0.04257666, 0.05109912, 0.00940094, 0.05050377, 0.02872048,
0.02538292, 0.00848242, 0.0145506 , 0.01202196, 0.01150622,
0.00794174, 0.01337269, 0.01102306, 0.00969644, 0.00512859,
0.01959012, 0.00592424, 0.01908288], dtype=float32),
'BatchNorm_10/beta': array([ -3.21541540e-02, -7.63188931e-04, -1.44835558e-05,
-1.98700558e-02, -4.82076630e-02, -3.34696844e-03,
-3.82458209e-04, -5.56390099e-02, -6.96049854e-02,
-5.02764306e-05, -3.02942470e-04, -8.30727369e-02,
-2.52010264e-02, -2.50966241e-06, -1.11247832e-03,
-2.18477249e-02, -2.95238793e-02, -4.59565744e-02,
-2.15095263e-02, -3.55744623e-02, -1.49523327e-02,
-3.35013196e-02, -1.74983814e-02, -6.13850169e-02,
-9.59408190e-03, -7.70849064e-02, -1.93515625e-02,
7.84775987e-03, -2.50286441e-02, -3.35845202e-02,
6.40597707e-03, -3.61134484e-03, -2.14565694e-02,
3.56673002e-02, -3.11878007e-02, 5.26654767e-03,
2.44626012e-02, -4.07054983e-02, 8.34228564e-03,
-2.55429801e-02, -3.35891582e-02, 1.87670048e-02,
1.26929823e-02, -1.36804665e-02, -8.99871578e-04,
-4.24828380e-02, 1.69797987e-02, -4.01541824e-03,
-6.67660078e-03, -4.93633226e-02, 5.52987233e-02,
3.67173972e-03, -3.65350582e-03, -2.92670019e-02,
-5.56713045e-02, -3.36546749e-02, -5.08722775e-02,
-4.90928590e-02, 4.08906750e-02, -4.69978489e-02,
-4.15311791e-02, -3.56750488e-02, -2.93932054e-02,
-3.86491008e-02, 2.04075943e-03, -5.60829379e-02,
-8.14442113e-02, -4.43957150e-02, -7.64461160e-02,
9.65561427e-04, 1.90863162e-02, 1.60295945e-02,
-2.89712120e-02, -2.77602710e-02, -6.50274232e-02,
-5.66572174e-02, -7.48893172e-02, 8.99715256e-03,
2.63729990e-02, -2.92144362e-02, -2.96501201e-02,
6.83248118e-02, -1.24332188e-02, -4.12252583e-02,
-5.97601496e-02, -3.78147401e-02, -6.44152910e-02,
-3.22581194e-02, -1.48455993e-05, 1.14609450e-02,
5.30511066e-02, 1.01478793e-01, -7.49545693e-02,
-8.93015414e-03, 2.06840467e-02, 2.59932093e-02,
-8.86017308e-02, -5.86887300e-02, -5.47128431e-02,
3.30883153e-02, 6.38473630e-02, -4.88720722e-02,
-6.54602498e-02, -2.01977585e-02, -7.88457021e-02,
-2.40427647e-02, -4.47769798e-02, -3.18546556e-02,
1.22314962e-02, -2.17293613e-02, -5.18462881e-02,
2.24784259e-02, -4.41869013e-02, -5.21989428e-02,
-3.95418480e-02, -4.66537749e-04, -5.62746264e-02,
-1.67303849e-02, 9.24587622e-03, -3.51812318e-02,
1.40463011e-02, -2.15603523e-02, 3.35287140e-03,
-1.77774951e-02, -5.15637994e-02, -8.22819322e-02,
3.35639976e-02, 4.00769226e-02, -9.26741213e-03,
-6.26024678e-02, -1.55988541e-02, -2.11360920e-02,
6.99974550e-03, -6.49813116e-02, -3.57747078e-02,
-9.23615647e-04], dtype=float32),
'BatchNorm_10/gamma': array([ 1.45224226e-03, 5.84855879e-05, 1.74667139e-06,
1.14871256e-01, 9.62679088e-02, 5.51797310e-03,
6.33267860e-04, 1.14764236e-01, 1.24254882e-01,
6.57848295e-06, 1.48344508e-04, 8.03321823e-02,
3.31182480e-02, 7.16352133e-07, 3.14966775e-04,
1.93721533e-03, 4.76932637e-02, 1.03791900e-01,
8.53089616e-02, 5.89116067e-02, 5.71153201e-02,
1.13824219e-01, 1.13826315e-03, 1.21498145e-01,
5.11947051e-02, 9.53329355e-02, 2.85842866e-02,
7.88279921e-02, 1.41992450e-01, 1.22563787e-01,
2.60532387e-02, 7.50713572e-02, 1.03729919e-01,
1.91356372e-02, 1.31097242e-01, 8.27658698e-02,
2.95436345e-02, 1.28884926e-01, 1.43646359e-01,
1.17863163e-01, 1.63547054e-01, 6.19607531e-02,
7.18395412e-03, 9.86757278e-02, 5.70943521e-04,
5.29528372e-02, 5.11950031e-02, 1.04202125e-02,
4.07299101e-02, 1.46425635e-01, 3.41848582e-02,
9.51018482e-02, 2.50070095e-02, 1.72278717e-01,
1.58561617e-01, 8.79622400e-02, 1.85202196e-01,
1.27111331e-01, 6.84515163e-02, 1.17651783e-01,
1.37385070e-01, 1.33530155e-01, 1.38409391e-01,
1.22234322e-01, 6.27501085e-02, 1.21928439e-01,
1.70212299e-01, 1.30498037e-01, 1.71232566e-01,
6.43880442e-02, 2.27406081e-02, 2.60840822e-02,
7.04220012e-02, 1.40683919e-01, 1.46048069e-01,
1.52235419e-01, 1.52127400e-01, 1.01696849e-01,
4.61718850e-02, 1.34816453e-01, 1.05363041e-01,
7.05213398e-02, 1.18021503e-01, 1.11390620e-01,
1.52901024e-01, 1.76241562e-01, 1.15496047e-01,
1.07729197e-01, 6.64211884e-02, 8.74873176e-02,
7.55164549e-02, 7.98035413e-02, 1.53412417e-01,
3.34947556e-02, 6.86925352e-02, 4.02789451e-02,
1.38644293e-01, 1.30409285e-01, 1.40560776e-01,
6.50985837e-02, 5.72893098e-02, 9.42253768e-02,
1.77880973e-01, 9.19205546e-02, 1.07231155e-01,
9.37125906e-02, 1.49888903e-01, 8.61065984e-02,
8.05726498e-02, 8.73370990e-02, 1.54674381e-01,
2.24854257e-02, 7.58750737e-02, 9.40389484e-02,
9.30259004e-02, 9.86386367e-05, 1.00449979e-01,
2.47328263e-02, 1.02514252e-01, 7.53087848e-02,
1.29599735e-01, 9.55182984e-02, 4.53393497e-02,
1.23282336e-01, 1.14525527e-01, 1.86141059e-01,
3.16881798e-02, 5.04356958e-02, 4.11688758e-04,
1.24315269e-01, 1.01197168e-01, 9.46661532e-02,
6.17744029e-02, 1.16068974e-01, 1.36815056e-01,
3.32064591e-02], dtype=float32),
'BatchNorm_10/moving_mean': array([ -6.37836289e-03, 4.00622608e-04, 2.74965633e-02,
-3.58538143e-02, -1.13799423e-02, -1.52296079e-02,
-2.37340983e-02, -1.55452881e-02, -2.44026501e-02,
3.09114694e-03, -2.89383113e-01, -4.31017220e-01,
8.72500986e-03, 4.77297783e-01, -2.47517973e-02,
-4.61144792e-03, 9.19426605e-03, -5.29090315e-02,
3.23944166e-02, -2.90630925e-02, 6.00623759e-03,
6.72817277e-03, -8.28447472e-03, -1.84064507e-02,
3.58406687e-03, 2.23576594e-02, -1.66298561e-02,
-4.70059700e-02, 1.65243959e-03, -1.27822338e-02,
-1.86682437e-02, -3.69318314e-02, -2.29737870e-02,
-2.32261587e-02, 4.36811661e-03, -1.87956933e-02,
-1.38342008e-02, -1.89403445e-02, -2.50082612e-02,
-1.41910035e-02, 1.45626776e-02, -2.16611587e-02,
-2.00274959e-02, -4.56347018e-02, 2.56044921e-02,
-3.35465595e-02, -2.71516014e-02, -1.43080419e-02,
-1.34573588e-02, -1.94909738e-03, -3.28017808e-02,
-2.48620082e-02, -9.73590650e-03, -5.28743304e-02,
-7.45758554e-03, -2.86252685e-02, -3.64364311e-02,
-4.70703095e-02, -2.02909354e-02, -1.15932180e-02,
-2.14611273e-02, -2.71090604e-02, -1.58429965e-02,
-1.51234251e-02, -2.03272980e-02, -7.69143808e-04,
2.05665883e-02, -4.25975062e-02, -3.55522260e-02,
-4.31222394e-02, -2.12238617e-02, -1.39082307e-02,
-1.79505199e-02, -3.32195535e-02, -8.23028013e-03,
-3.41358334e-02, -2.59834118e-02, -3.25366706e-02,
3.22444513e-02, -9.96199716e-03, -2.88589876e-02,
-3.34233940e-02, -3.13081518e-02, -2.05750205e-02,
-2.10161004e-02, -2.83891074e-02, -7.55801471e-03,
-1.94575582e-02, -2.19487469e-03, -3.19225304e-02,
-4.59227860e-02, -1.39493952e-02, -4.71883565e-02,
-5.74445091e-02, -6.08607987e-03, -6.17276086e-03,
-2.05087475e-02, -1.95496809e-02, -3.90883684e-02,
-4.28110883e-02, -1.12096928e-02, -2.11471063e-03,
-2.55449247e-02, -1.04565145e-02, -1.26059400e-02,
-1.95549112e-02, -2.02258141e-03, -4.27644001e-03,
-5.98963350e-03, -2.64131632e-02, -1.75665617e-02,
-8.19126237e-03, -6.67865807e-03, -2.97811702e-02,
2.84897499e-02, 3.18135507e-03, -1.89670466e-03,
-1.91857461e-02, -1.97848473e-02, 6.20726915e-03,
-2.92499512e-02, 1.48371244e-02, -8.71568825e-03,
-3.13281342e-02, 8.58603884e-03, -1.59717593e-02,
-6.35941327e-03, 1.13174831e-02, 8.31125490e-03,
-3.21460590e-02, -1.52250975e-02, -1.42132659e-02,
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...,
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'Variable_4mask': (array([ 6, 38, 40, ..., 5612, 5614, 5615], dtype=int64),),
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'Variable_5mask': (array([ 1, 7, 8, ..., 6900, 6906, 6911], dtype=int64),),
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'Variable_6mask': (array([ 1, 3, 4, ..., 8203, 8205, 8206], dtype=int64),),
'Variable_6spar': array([ 0.02591777, 0.04297927, -0.02421838, ..., 0.05406242,
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'Variable_7mask': (array([ 2, 7, 8, ..., 9495, 9498, 9500], dtype=int64),),
'Variable_7spar': array([-0.02658504, -0.01446793, 0.04031079, ..., 0.05215395,
-0.03837758, 0.0155661 ], dtype=float32),
'Variable_8mask': (array([ 1, 2, 3, ..., 10793, 10798, 10799], dtype=int64),),
'Variable_8spar': array([ 0.16849904, 0.00715931, -0.14363812, ..., 0.03499589,
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'Variable_9mask': (array([ 0, 1, 6, ..., 12089, 12090, 12093], dtype=int64),),
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In [21]:
num_total
Out[21]:
671780
In [30]:
num_total/2
Out[30]:
255461.0
In [25]:
save_dict ={}
num_total = 0
for k in para_toload.items():
weight = k[1].eval()
if k[0] in config.exc_para:
a = k[0]+'mask'
save_dict[k[0]] = np.multiply(para_dict[a].eval(),weight)
num_total += len(np.reshape(weight,[-1]))
else:
save_dict[k[0]] = weight
num_total += len(np.reshape(weight,[-1]))
save_dict
Out[25]:
{'BatchNorm/beta': array([ 0.13457707, 0.19024231, -0.18214345, -0.1109003 , 0.03855705,
0.11476456, 0.06733284, 0.21596111, -0.05550055, 0.17144607,
-0.15407375, 0.04680792, 0.27738744, -0.03944726, -0.04971396,
0.19041337], dtype=float32),
'BatchNorm/gamma': array([ 0.12703843, 0.25982744, 0.21970652, 0.20171469, 0.10560513,
0.1312001 , 0.23941629, -0.00312303, 0.14658585, 0.11787019,
0.20863743, 0.04398109, 0.19313277, 0.01430674, 0.11291002,
0.2223836 ], dtype=float32),
'BatchNorm/moving_mean': array([ -6.37836335e-03, 4.00622492e-04, 2.74965577e-02,
-3.58538106e-02, -1.13799423e-02, -1.52296098e-02,
-2.37340983e-02, -1.55452862e-02, -2.44026501e-02,
3.09114717e-03, -2.89383113e-01, -4.31017220e-01,
8.72501172e-03, 4.77297783e-01, -2.47517992e-02,
-4.61144699e-03], dtype=float32),
'BatchNorm/moving_variance': array([ 0.00881073, 0.02814272, 0.04148764, 0.11847243, 0.09006294,
0.01454794, 0.01914952, 0.14802402, 0.08019486, 0.00660609,
0.04257664, 0.05109912, 0.00940094, 0.05050378, 0.02872049,
0.02538292], dtype=float32),
'BatchNorm_1/beta': array([ -5.45276096e-04, -7.80853588e-05, -6.27763756e-03,
-5.33783361e-02, -1.31442100e-01, 2.33601630e-01,
2.59299070e-01, 7.81045109e-02, 1.43352961e-02,
7.33939558e-02, -1.31081762e-02, -8.34027380e-02,
5.14315814e-03, -6.51013758e-03, 3.92891057e-02,
-3.83761624e-04, 4.94198911e-02, 1.57999821e-04,
-1.40692741e-01, -2.72610947e-03, -6.06652275e-02,
7.17885569e-02, -7.16297701e-03, -1.02130733e-02,
-8.23472813e-02, -2.29754001e-02, -4.19606129e-03,
-3.03190295e-03], dtype=float32),
'BatchNorm_1/gamma': array([ 4.66496013e-02, -1.30200942e-06, 3.18886992e-03,
9.78738070e-02, 2.43833110e-01, 1.89780280e-01,
2.53727525e-01, 1.93166956e-01, 1.63544968e-01,
3.23851444e-02, 8.99196118e-02, 1.72267854e-01,
8.62676557e-03, 2.42229365e-03, 8.71160552e-02,
3.33221651e-05, 2.08873767e-02, 1.14348978e-02,
2.19833478e-01, 7.71340802e-02, 9.97561663e-02,
5.06779142e-02, 3.67747471e-02, 9.77011211e-03,
1.02070197e-01, 4.27725762e-02, 6.19240105e-03,
2.46373117e-02], dtype=float32),
'BatchNorm_1/moving_mean': array([ -6.37836335e-03, 4.00622608e-04, 2.74965595e-02,
-3.58538143e-02, -1.13799414e-02, -1.52296089e-02,
-2.37340983e-02, -1.55452881e-02, -2.44026482e-02,
3.09114694e-03, -2.89383113e-01, -4.31017220e-01,
8.72500986e-03, 4.77297783e-01, -2.47517973e-02,
-4.61144978e-03, 9.19426605e-03, -5.29090315e-02,
3.23944166e-02, -2.90630925e-02, 6.00623759e-03,
6.72817230e-03, -8.28447472e-03, -1.84064507e-02,
3.58406710e-03, 2.23576594e-02, -1.66298561e-02,
-4.70059738e-02], dtype=float32),
'BatchNorm_1/moving_variance': array([ 0.00881074, 0.02814272, 0.04148763, 0.11847243, 0.09006295,
0.01454794, 0.01914952, 0.14802404, 0.08019482, 0.00660609,
0.04257666, 0.05109912, 0.00940094, 0.05050377, 0.02872048,
0.02538292, 0.00848242, 0.0145506 , 0.01202196, 0.01150622,
0.00794174, 0.01337269, 0.01102306, 0.00969644, 0.00512859,
0.01959012, 0.00592424, 0.01908288], dtype=float32),
'BatchNorm_10/beta': array([ -3.21541540e-02, -7.63188931e-04, -1.44835558e-05,
-1.98700558e-02, -4.82076630e-02, -3.34696844e-03,
-3.82458209e-04, -5.56390099e-02, -6.96049854e-02,
-5.02764306e-05, -3.02942470e-04, -8.30727369e-02,
-2.52010264e-02, -2.50966241e-06, -1.11247832e-03,
-2.18477249e-02, -2.95238793e-02, -4.59565744e-02,
-2.15095263e-02, -3.55744623e-02, -1.49523327e-02,
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-9.59408190e-03, -7.70849064e-02, -1.93515625e-02,
7.84775987e-03, -2.50286441e-02, -3.35845202e-02,
6.40597707e-03, -3.61134484e-03, -2.14565694e-02,
3.56673002e-02, -3.11878007e-02, 5.26654767e-03,
2.44626012e-02, -4.07054983e-02, 8.34228564e-03,
-2.55429801e-02, -3.35891582e-02, 1.87670048e-02,
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In [26]:
num_total
Out[26]:
1037818
In [27]:
import pickle
# create dictC:\Users\lhlne\Desktop\project\densenet\compare\prune
# save dict
f1 = open("C:/Users/lhlne/Desktop/project/densenet/compare/dns/try.txt","wb")
pickle.dump(save_dict, f1)
f1.close()
# load dict
f2 = open("C:/Users/lhlne/Desktop/project/densenet/compare/dns/try.txt","rb")
load_list = pickle.load(f2)
f2.close()
# print
print(load_list)
{'Variable': array([[[[ 4.92111892e-01, 9.04925615e-02, -1.15643658e-01,
1.92748174e-01, -7.57131726e-02, -6.11339547e-02,
-8.94254968e-02, 2.05577821e-01, -2.22102995e-03,
1.96597241e-02, 9.45127159e-02, 1.26177305e-02,
-2.19070613e-01, 4.48347814e-02, -8.42528194e-02,
-8.16309676e-02],
[ -3.81186865e-02, -1.41345233e-01, 9.40059125e-02,
1.84190571e-01, -9.23852250e-02, 3.86084728e-02,
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7.98625685e-03, -5.33886403e-02, -2.66563483e-02,
7.22232312e-02, 1.41467340e-02, -1.08108066e-01,
1.28178030e-01],
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1.95829362e-01, -1.72955431e-02, 5.54604875e-03,
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2.17664406e-01, -5.35502099e-03, -1.15833573e-01,
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3.54510069e-01, 3.68413568e-01, -1.11641891e-01,
4.80556823e-02, -1.51952177e-01, 1.05642769e-02,
1.15657989e-02, 3.83896083e-02, -3.37307677e-02,
3.06027174e-01],
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3.68445277e-01, 3.15643400e-01, -8.85427147e-02,
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-1.13626696e-01]],
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6.44420087e-02],
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3.07027251e-01, 1.68882832e-02, 4.90073767e-03,
2.29179654e-02]]],
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2.25689441e-01],
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1.55592516e-01, 1.72197400e-03, 6.30560443e-02,
-1.49963334e-01]]],
[[[ 1.76232979e-01, 3.31003666e-02, -1.36172146e-01,
1.68708086e-01, 2.10654035e-01, 3.77276801e-02,
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[ -3.98702128e-03, -2.13518664e-01, 6.09159954e-02,
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3.20169747e-01],
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[[ -2.63428509e-01, 1.73655555e-01, -2.17444122e-01,
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[ -5.56462444e-03, -3.42616826e-01, -8.11067317e-03,
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1.04395851e-01, 7.37331510e-02, 1.45578444e-01,
-7.47444406e-02],
[ 7.99547732e-02, -1.27872899e-01, 1.41146202e-02,
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1.05230257e-01, -1.38453946e-01, 2.44989440e-01,
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3.28016542e-02, 4.04010750e-02, 1.69524208e-01,
1.79313898e-01],
[ 4.84458059e-01, 6.99076056e-02, 9.37205032e-02,
-8.58225897e-02, 1.63523257e-01, -1.85568295e-02,
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1.99027918e-02, 1.70876291e-02, 6.22235984e-02,
-1.87886059e-01, -2.85962895e-02, 1.70757920e-01,
1.39640732e-04]]]], dtype=float32), 'BatchNorm/beta': array([ 0.13457707, 0.19024231, -0.18214345, -0.1109003 , 0.03855705,
0.11476456, 0.06733284, 0.21596111, -0.05550055, 0.17144607,
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0.19041337], dtype=float32), 'BatchNorm/gamma': array([ 0.12703843, 0.25982744, 0.21970652, 0.20171469, 0.10560513,
0.1312001 , 0.23941629, -0.00312303, 0.14658585, 0.11787019,
0.20863743, 0.04398109, 0.19313277, 0.01430674, 0.11291002,
0.2223836 ], dtype=float32), 'BatchNorm/moving_mean': array([ -6.37836335e-03, 4.00622492e-04, 2.74965577e-02,
-3.58538106e-02, -1.13799423e-02, -1.52296098e-02,
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3.09114717e-03, -2.89383113e-01, -4.31017220e-01,
8.72501172e-03, 4.77297783e-01, -2.47517992e-02,
-4.61144699e-03], dtype=float32), 'BatchNorm/moving_variance': array([ 0.00881073, 0.02814272, 0.04148764, 0.11847243, 0.09006294,
0.01454794, 0.01914952, 0.14802402, 0.08019486, 0.00660609,
0.04257664, 0.05109912, 0.00940094, 0.05050378, 0.02872049,
0.02538292], dtype=float32), 'Variable_1': array([[[[ 1.27336951e-02, -3.29151675e-02, -1.62889101e-02, ...,
-1.96391437e-02, -7.46278698e-03, 3.07293460e-02],
[ 1.90723687e-01, 5.36457263e-02, -2.91494858e-02, ...,
2.56069511e-01, -1.43521518e-01, 5.40582091e-03],
[ 3.64205949e-02, -1.62706617e-02, 2.66735093e-03, ...,
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...,
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...,
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...,
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...,
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[[ -1.54769141e-02, -1.08829681e-02, 2.08667312e-02, ...,
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...,
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[[ -5.80345886e-03, -7.00060744e-03, 1.38743669e-02, ...,
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[ 9.11744405e-03, -1.56333838e-02, -4.67735156e-03, ...,
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...,
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[ 1.90109670e-01, 1.94314256e-01, -2.31218915e-02, ...,
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[[[ -1.13015873e-02, 2.06263997e-02, 1.84577163e-02, ...,
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...,
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[ -3.10911611e-02, -2.01521832e-02, 2.40195484e-04, ...,
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[[ -3.22948396e-02, 5.10777859e-03, -1.56695638e-02, ...,
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In [13]:
sess=tf.InteractiveSession()
saver = tf.train.Saver(para_toload)
saver.restore(sess,'C:/Users/lhlne/Desktop\project/densenet/modellog/weightonlypara93.ckpt')
INFO:tensorflow:Restoring parameters from C:/Users/lhlne/Desktop\project/densenet/modellog/weightonlypara93.ckpt
In [23]:
save_dict ={}
for k in para_toload.items():
weight = k[1].eval()
save_dict[k[0]] = weight
save_dict
Out[23]:
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0.19041337], dtype=float32),
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2.46516778e-03, 2.25284661e-04, -2.56159753e-02],
...,
[ 3.04952655e-02, -3.55439894e-02, 1.94906183e-02, ...,
2.62351241e-03, 1.32940039e-02, 1.23973808e-03],
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1.22201408e-03, 2.04839790e-03, -2.27164547e-03],
[ 2.04081275e-03, 2.35126191e-03, 7.50345585e-04, ...,
-1.76122226e-03, -1.60884932e-02, -2.04519113e-03]],
[[ -1.47711637e-03, 1.11552007e-01, -1.34147983e-02, ...,
-1.80546672e-03, -5.78823267e-04, 1.79690495e-03],
[ 2.01702514e-03, -2.58773565e-02, -3.92829115e-03, ...,
9.28864756e-04, 2.32070666e-02, -3.97749022e-02],
[ 1.13863242e-03, -1.88419726e-02, -1.95570407e-03, ...,
-6.56732416e-04, 1.97255053e-03, -4.09784988e-02],
...,
[ 3.29820216e-02, -2.92530167e-03, -1.71706290e-03, ...,
2.84196064e-03, -1.64858333e-03, 1.94749283e-03],
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-1.50813954e-03, 6.30980823e-04, -3.02539510e-03],
[ 1.76090258e-03, -1.71362807e-03, -4.34436724e-02, ...,
-3.52111869e-02, -1.63351335e-02, -2.17832485e-03]]],
[[[ -5.01253642e-02, 7.34080598e-02, 5.01345694e-02, ...,
5.87605638e-04, 6.66793276e-05, 4.70140614e-02],
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3.50674056e-03, -1.99502450e-03, -4.70702052e-02],
[ -3.32597569e-02, -2.38894541e-02, 7.00942182e-04, ...,
4.22941633e-02, -1.82986644e-03, 2.32497863e-02],
...,
[ 1.95961446e-03, -6.78859353e-02, 1.09868386e-04, ...,
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...,
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2.35372521e-02, 2.63918824e-02, -4.91425507e-02],
[ -4.56227921e-02, 9.94867645e-04, -1.02703888e-02, ...,
-1.25804439e-03, 1.79777632e-03, -7.69003236e-04],
...,
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1.43941278e-02, -2.31040046e-02, -1.28931156e-03],
[ -3.32210474e-02, 4.20529442e-03, 2.65258807e-03, ...,
-2.13047536e-03, -1.23643794e-03, -8.66455375e-04],
[ 2.36652000e-03, -2.81061308e-04, 1.12141552e-03, ...,
-3.82170267e-02, -3.28081823e-03, 1.12030783e-03]]]], dtype=float32)}
In [15]:
import pickle
# create dictC:\Users\lhlne\Desktop\project\densenet\compare\prune
# save dict
f1 = open("C:/Users/lhlne/Desktop/project/densenet/compare/original.txt","wb")
pickle.dump(save_dict, f1)
f1.close()
# load dict
f2 = open("C:/Users/lhlne/Desktop/project/densenet/compare/original.txt","rb")
load_list = pickle.load(f2)
f2.close()
# print
print(load_list)
{'Variable': array([[[[ 3.44222993e-01, 2.52807736e-02, -8.36442709e-02,
1.01950161e-01, -5.06648906e-02, -1.10229645e-02,
-5.23623824e-02, 1.35116205e-01, 1.07809864e-02,
1.26128737e-02, 7.42659047e-02, 1.90676320e-02,
-1.29201561e-01, 3.43044251e-02, -4.21130285e-02,
-5.40455990e-02],
[ -4.90448661e-02, -8.65770802e-02, 5.39431907e-02,
9.91697311e-02, -3.84375751e-02, 3.37356590e-02,
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5.00762910e-02, 1.10645629e-02, -5.94245009e-02,
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1.38265908e-01, 4.34495835e-03, -7.35491663e-02,
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-1.15326934e-01],
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1.72501013e-01],
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0.00017491, 0.00024979, 0.00017772, 0.00019029, 0.0002148 ,
0.00020226, 0.00022271, 0.00014315, 0.00015827, 0.00022273,
0.00017545, 0.00014717, 0.00018678, 0.00017714, 0.00014299,
0.0001784 , 0.0001773 , 0.00015116, 0.00017143, 0.00017075,
0.0002241 , 0.00018418, 0.0001507 , 0.00015102, 0.00021037,
0.00021677, 0.00016353, 0.0001593 , 0.00023212, 0.00020142,
0.00016849, 0.00018788, 0.00020765, 0.00020486, 0.00014008,
0.00019633, 0.00013063, 0.00016971, 0.00020732, 0.00015804,
0.00018099, 0.00044206, 0.00021591, 0.00015605, 0.000159 ,
0.00019936, 0.00014228, 0.00010234, 0.00016054, 0.00019803,
0.0001765 , 0.00020834, 0.00016705, 0.00019798, 0.00019919,
0.00026381, 0.00020249, 0.00020621, 0.0002077 , 0.0001712 ,
0.00015964, 0.00019051, 0.00020529, 0.00019543, 0.00018393,
0.00029092, 0.00021543, 0.00018252, 0.00017344, 0.00018944,
0.00015646, 0.0001311 , 0.00018498, 0.00016083, 0.00019783,
0.00016416, 0.00017664, 0.00017418, 0.00018049, 0.00019791,
0.00023214, 0.00024714, 0.00018007, 0.00013685, 0.00016074,
0.00019282, 0.00015142, 0.00016792, 0.00018089, 0.00026253,
0.00022248, 0.00016288, 0.00016395, 0.00019021, 0.0002289 ,
0.00013945, 0.00016004, 0.00014437, 0.00021962, 0.00016346,
0.00013903, 0.00018941, 0.00017753, 0.0001075 , 0.00016653,
0.00022092, 0.00016943, 0.0001791 , 0.00019602, 0.00024115,
0.00023346, 0.00026496, 0.00027367, 0.00018033, 0.00023357,
0.00021985, 0.00026302, 0.0002001 , 0.00024841, 0.00021171,
0.0001288 , 0.00017566, 0.00020052, 0.00019621, 0.00019177,
0.0001796 , 0.00019343, 0.00016774, 0.00018312, 0.00019087,
0.00014176, 0.00016754, 0.00018801, 0.00021567, 0.00019095,
0.00019598, 0.00020025, 0.00016031, 0.00030534, 0.00015842,
0.00018907, 0.00023537, 0.0001747 , 0.00023105, 0.00018478,
0.00018642, 0.00019384, 0.00015523, 0.00016208, 0.0002371 ,
0.00021108, 0.00016691, 0.00013729, 0.00018012, 0.00025087,
0.00015272, 0.00019912, 0.00017305, 0.00018779, 0.00013619,
0.0002426 , 0.00019246, 0.00025959, 0.00021739, 0.0003342 ,
0.00018326, 0.00014261, 0.00022277, 0.00019283, 0.0001837 ,
0.00025711, 0.00022046, 0.00015169, 0.00019705, 0.00016313,
0.00021775, 0.0001994 , 0.00014933, 0.00016133, 0.00022373,
0.00023367, 0.00018012, 0.00016471, 0.00017661, 0.00014019,
0.00013706, 0.00018658, 0.00017552, 0.00017296, 0.00019672,
0.00014385, 0.00016014, 0.00027687, 0.00019554, 0.00019175,
0.00019618, 0.00018561, 0.0002284 , 0.00019932, 0.00016309,
0.00020355, 0.00020378, 0.00019585, 0.00013937, 0.00028695,
0.00032216, 0.00025354, 0.00018783, 0.00021123, 0.00022522,
0.00025864, 0.00043023, 0.00025626, 0.00028247, 0.00025639,
0.00026463, 0.00020092, 0.00029871, 0.00038433, 0.00030674,
0.00023446, 0.00020117, 0.00026008, 0.00027379, 0.00026835,
0.00023014, 0.0002161 , 0.00021018, 0.00025924, 0.0003275 ,
0.00019482, 0.00036444, 0.00021783, 0.00033256, 0.00030531,
0.00025822, 0.00023491, 0.0002997 , 0.00026859, 0.00027333,
0.00033016, 0.00027373, 0.00028615, 0.00023999, 0.00022556,
0.00030791, 0.00025686, 0.00022154, 0.0001881 , 0.00019483,
0.0003037 , 0.00022017, 0.00024256, 0.00028656, 0.00029603,
0.00031719, 0.00040345, 0.00027523, 0.00019888, 0.00029695,
0.00025369, 0.00026583, 0.00029161, 0.00025591, 0.00028583,
0.00037264, 0.00025431, 0.00031825, 0.00025659, 0.00025585,
0.00020803, 0.00025054, 0.00021189, 0.0003026 , 0.00024737,
0.00023506, 0.00033855, 0.0003217 , 0.00033589, 0.00041434,
0.00034969, 0.00044723, 0.00025091, 0.00034904, 0.00029813,
0.0003856 , 0.00034079, 0.00021441, 0.00047052, 0.00053454,
0.0006898 , 0.00065045, 0.0007341 , 0.00051011, 0.00061055,
0.00069771, 0.00048667, 0.00052782, 0.00074878, 0.00097718,
0.00068849, 0.00062691, 0.00069422, 0.00074341, 0.00072539,
0.00063857, 0.00081376, 0.00354181, 0.00075394, 0.00131443,
0.00099871, 0.00085357, 0.00793461, 0.00623314, 0.00434908,
0.00921901, 0.00709034, 0.00332993, 0.00139932, 0.00220446,
0.0024941 , 0.00358556, 0.00593183, 0.00734986, 0.00583431,
0.00201003, 0.00426866, 0.00362 , 0.00239141, 0.00480483,
0.00582273, 0.00607237, 0.00252528, 0.00616551, 0.00889517,
0.01355064, 0.0096918 , 0.00779968, 0.01854366, 0.00892495,
0.00916342, 0.00943549, 0.01651842, 0.01279751, 0.01068761,
0.01603025, 0.00915056, 0.01572888], dtype=float32), 'Variable_39': array([[ 2.26778002e-06, 7.32363196e-06, -5.19928562e-06, ...,
1.33434878e-06, 7.38247627e-06, 8.17857017e-06],
[ -1.90327205e-06, -1.75063394e-06, -3.97051281e-06, ...,
2.91648848e-06, -1.36538983e-06, -5.70178997e-07],
[ 6.95670542e-06, 4.55920235e-06, 9.30158535e-07, ...,
-5.90820855e-06, -4.17147987e-08, -4.02123760e-06],
...,
[ -3.87602210e-01, -1.33154377e-01, 7.61184573e-01, ...,
7.60019839e-01, -1.66586772e-01, -2.64642596e-01],
[ -1.88029766e-01, -1.67099938e-01, -3.33873570e-01, ...,
-3.32847506e-01, -1.71049088e-01, -1.20242544e-01],
[ 7.84472048e-01, 7.39393115e-01, -1.09011136e-01, ...,
-1.29147559e-01, -2.67090261e-01, -3.02419841e-01]], dtype=float32), 'Variable_40': array([-0.01239043, 0.00858398, -0.01005602, -0.0404996 , 0.00353669,
0.01671498, 0.01785827, 0.00258094, 0.02800905, -0.01433574], dtype=float32)}
In [16]:
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(c)
print(d)
# 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()
216
(432,)
percentage [ 0.5]
864
(1728,)
percentage [ 0.5]
1512
(3024,)
percentage [ 0.5]
2160
(4320,)
percentage [ 0.5]
2808
(5616,)
percentage [ 0.5]
3456
(6912,)
percentage [ 0.5]
4104
(8208,)
percentage [ 0.5]
4752
(9504,)
percentage [ 0.5]
5400
(10800,)
percentage [ 0.5]
6048
(12096,)
percentage [ 0.5]
6696
(13392,)
percentage [ 0.5]
7344
(14688,)
percentage [ 0.5]
7992
(15984,)
percentage [ 0.5]
12800
(25600,)
percentage [ 0.5]
8640
(17280,)
percentage [ 0.5]
9288
(18576,)
percentage [ 0.5]
9936
(19872,)
percentage [ 0.5]
10584
(21168,)
percentage [ 0.5]
11232
(22464,)
percentage [ 0.5]
11880
(23760,)
percentage [ 0.5]
12528
(25056,)
percentage [ 0.5]
13176
(26352,)
percentage [ 0.5]
13824
(27648,)
percentage [ 0.5]
14472
(28944,)
percentage [ 0.5]
15120
(30240,)
percentage [ 0.5]
15768
(31536,)
percentage [ 0.5]
46208
(92416,)
percentage [ 0.5]
16416
(32832,)
percentage [ 0.5]
17064
(34128,)
percentage [ 0.5]
17712
(35424,)
percentage [ 0.5]
18360
(36720,)
percentage [ 0.5]
19008
(38016,)
percentage [ 0.5]
19656
(39312,)
percentage [ 0.5]
20304
(40608,)
percentage [ 0.5]
20952
(41904,)
percentage [ 0.5]
21600
(43200,)
percentage [ 0.5]
22248
(44496,)
percentage [ 0.5]
22896
(45792,)
percentage [ 0.5]
23544
(47088,)
percentage [ 0.5]
2240
(4480,)
percentage [ 0.5]
0
(10,)
percentage [ 0.]
In [45]:
a = parm_dict['Variable_39'].eval()
b = np.reshape(a,[-1])
print(sum(b <=0.00001))
print(np.shape(b))
print('percentage',a/b)
Out[45]:
(4480,)
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
In [7]:
depth = 40
weight_decay = 1e-4
layers = int((depth - 4) / 3)
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"))
sess = tf.Session()
batch_size = 64
learning_rate = 0.1
tf.global_variables_initializer()
# saver = tf.train.Saver()
# train_data, train_labels = data['train_data'], data['train_labels']
# batch_count = int(len(train_data) / batch_size)
# batches_data = np.split(train_data[:batch_count * batch_size], batch_count)
# batches_labels = np.split(train_labels[:batch_count * batch_size], batch_count)
# print ("Batch per epoch: ", batch_count)
# for epoch in range(1, 1+300):
# if epoch == 150: learning_rate = 0.01
# if epoch == 225: learning_rate = 0.001
# for batch_idx in range(batch_count):
# xs_, ys_ = batches_data[batch_idx], batches_labels[batch_idx]
# batch_res = session.run([ train_step, cross_entropy, accuracy ],
# feed_dict = { xs: xs_, ys: ys_, lr: learning_rate, is_training: True, keep_prob: 0.8 })
# if batch_idx % 100 == 0: print (epoch, batch_idx, batch_res[1:])
# save_path = saver.save(session, 'densenet_%d.ckpt' % epoch)
# test_results = run_in_batch_avg(session, [ cross_entropy, accuracy ], [ xs, ys ],
# feed_dict = { xs: data['test_data'], ys: data['test_labels'], is_training: False, keep_prob: 1. })
# print (epoch, batch_res[1:], test_results)
Out[7]:
<tf.Operation 'init' type=NoOp>
Content source: DAVIDNEWGATE/Project
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