Python 3.x 试图使用未初始化的值变量/指数移动平均值
Am使用TF 1.14.1Python 3.x 试图使用未初始化的值变量/指数移动平均值,python-3.x,tensorflow,Python 3.x,Tensorflow,Am使用TF 1.14.1 import tensorflow as tf v1=tf.Variable(tf.constant(0.0, shape=[1]), trainable=False) v2=tf.Variable(tf.constant(1.0, shape=[1]), trainable=False) ewma =tf.train.ExponentialMovingAverage(decay=0.99) with tf.Session() as sess: ini
import tensorflow as tf
v1=tf.Variable(tf.constant(0.0, shape=[1]), trainable=False)
v2=tf.Variable(tf.constant(1.0, shape=[1]), trainable=False)
ewma =tf.train.ExponentialMovingAverage(decay=0.99)
with tf.Session() as sess:
init = tf.global_variables_initializer()
sess.run(init)
sess.run(ewma.apply([v1]))
FailedPreconditionError (see above for traceback): Attempting to use uninitialized value Variable/ExponentialMovingAverage
[[node Variable/ExponentialMovingAverage/read (defined at /hdd/all_cv/ladder/test1.py:13) ]]
tf.变量%tensorflow_version 1.x
import tensorflow as tf
print(tf.__version__)
v1=tf.Variable(tf.constant(0.0, shape=[1]), trainable=False)
v2=tf.Variable(tf.constant(1.0, shape=[1]), trainable=False)
ewma =tf.train.ExponentialMovingAverage(decay=0.99)
with tf.Session() as sess:
init = tf.global_variables_initializer()
sess.run(init)
print(sess.run(ewma.apply([v1])))
1.15.2
---------------------------------------------------------------------------
FailedPreconditionError Traceback (most recent call last)
/tensorflow-1.15.2/python3.6/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1364 try:
-> 1365 return fn(*args)
1366 except errors.OpError as e:
6 frames
FailedPreconditionError: Attempting to use uninitialized value Variable_4/ExponentialMovingAverage
[[{{node Variable_4/ExponentialMovingAverage/read}}]]
During handling of the above exception, another exception occurred:
FailedPreconditionError Traceback (most recent call last)
/tensorflow-1.15.2/python3.6/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1382 '\nsession_config.graph_options.rewrite_options.'
1383 'disable_meta_optimizer = True')
-> 1384 raise type(e)(node_def, op, message)
1385
1386 def _extend_graph(self):
FailedPreconditionError: Attempting to use uninitialized value Variable_4/ExponentialMovingAverage
[[node Variable_4/ExponentialMovingAverage/read (defined at /tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py:1748) ]]
Original stack trace for 'Variable_4/ExponentialMovingAverage/read':
File "/usr/lib/python3.6/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/usr/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py", line 16, in <module>
app.launch_new_instance()
File "/usr/local/lib/python3.6/dist-packages/traitlets/config/application.py", line 664, in launch_instance
app.start()
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelapp.py", line 499, in start
self.io_loop.start()
File "/usr/local/lib/python3.6/dist-packages/tornado/platform/asyncio.py", line 132, in start
self.asyncio_loop.run_forever()
File "/usr/lib/python3.6/asyncio/base_events.py", line 438, in run_forever
self._run_once()
File "/usr/lib/python3.6/asyncio/base_events.py", line 1451, in _run_once
handle._run()
File "/usr/lib/python3.6/asyncio/events.py", line 145, in _run
self._callback(*self._args)
File "/usr/local/lib/python3.6/dist-packages/tornado/platform/asyncio.py", line 122, in _handle_events
handler_func(fileobj, events)
File "/usr/local/lib/python3.6/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 462, in _handle_events
self._handle_recv()
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 492, in _handle_recv
self._run_callback(callback, msg)
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 444, in _run_callback
callback(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 283, in dispatcher
return self.dispatch_shell(stream, msg)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 233, in dispatch_shell
handler(stream, idents, msg)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 399, in execute_request
user_expressions, allow_stdin)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/ipkernel.py", line 208, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/zmqshell.py", line 537, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2718, in run_cell
interactivity=interactivity, compiler=compiler, result=result)
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2822, in run_ast_nodes
if self.run_code(code, result):
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2882, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-3-a403f4c0115a>", line 15, in <module>
print(sess.run(ewma.apply([v1])))
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/moving_averages.py", line 435, in apply
colocate_with_primary=True)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/slot_creator.py", line 126, in create_slot
return _create_slot_var(primary, val, "", validate_shape, None, None)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/slot_creator.py", line 74, in _create_slot_var
validate_shape=validate_shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 1500, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 1243, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 567, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 519, in _true_getter
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 933, in _get_single_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 258, in __call__
return cls._variable_v1_call(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 219, in _variable_v1_call
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 197, in <lambda>
previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 2519, in default_variable_creator
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 262, in __call__
return super(VariableMetaclass, cls).__call__(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 1688, in __init__
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 1872, in _init_from_args
self._snapshot = array_ops.identity(self._variable, name="read")
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/util/dispatch.py", line 180, in wrapper
return target(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/array_ops.py", line 203, in identity
ret = gen_array_ops.identity(input, name=name)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/gen_array_ops.py", line 4239, in identity
"Identity", input=input, name=name)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/op_def_library.py", line 794, in _apply_op_helper
op_def=op_def)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/util/deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 3357, in create_op
attrs, op_def, compute_device)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 3426, in _create_op_internal
op_def=op_def)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 1748, in __init__
self._traceback = tf_stack.extract_stack()
1.15.2
None
1.15.2
---------------------------------------------------------------------------
FailedPreconditionError Traceback (most recent call last)
/tensorflow-1.15.2/python3.6/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1364 try:
-> 1365 return fn(*args)
1366 except errors.OpError as e:
6 frames
FailedPreconditionError: Attempting to use uninitialized value Variable_4/ExponentialMovingAverage
[[{{node Variable_4/ExponentialMovingAverage/read}}]]
During handling of the above exception, another exception occurred:
FailedPreconditionError Traceback (most recent call last)
/tensorflow-1.15.2/python3.6/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1382 '\nsession_config.graph_options.rewrite_options.'
1383 'disable_meta_optimizer = True')
-> 1384 raise type(e)(node_def, op, message)
1385
1386 def _extend_graph(self):
FailedPreconditionError: Attempting to use uninitialized value Variable_4/ExponentialMovingAverage
[[node Variable_4/ExponentialMovingAverage/read (defined at /tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py:1748) ]]
Original stack trace for 'Variable_4/ExponentialMovingAverage/read':
File "/usr/lib/python3.6/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/usr/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py", line 16, in <module>
app.launch_new_instance()
File "/usr/local/lib/python3.6/dist-packages/traitlets/config/application.py", line 664, in launch_instance
app.start()
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelapp.py", line 499, in start
self.io_loop.start()
File "/usr/local/lib/python3.6/dist-packages/tornado/platform/asyncio.py", line 132, in start
self.asyncio_loop.run_forever()
File "/usr/lib/python3.6/asyncio/base_events.py", line 438, in run_forever
self._run_once()
File "/usr/lib/python3.6/asyncio/base_events.py", line 1451, in _run_once
handle._run()
File "/usr/lib/python3.6/asyncio/events.py", line 145, in _run
self._callback(*self._args)
File "/usr/local/lib/python3.6/dist-packages/tornado/platform/asyncio.py", line 122, in _handle_events
handler_func(fileobj, events)
File "/usr/local/lib/python3.6/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 462, in _handle_events
self._handle_recv()
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 492, in _handle_recv
self._run_callback(callback, msg)
File "/usr/local/lib/python3.6/dist-packages/zmq/eventloop/zmqstream.py", line 444, in _run_callback
callback(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 283, in dispatcher
return self.dispatch_shell(stream, msg)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 233, in dispatch_shell
handler(stream, idents, msg)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/kernelbase.py", line 399, in execute_request
user_expressions, allow_stdin)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/ipkernel.py", line 208, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File "/usr/local/lib/python3.6/dist-packages/ipykernel/zmqshell.py", line 537, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2718, in run_cell
interactivity=interactivity, compiler=compiler, result=result)
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2822, in run_ast_nodes
if self.run_code(code, result):
File "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py", line 2882, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-3-a403f4c0115a>", line 15, in <module>
print(sess.run(ewma.apply([v1])))
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/moving_averages.py", line 435, in apply
colocate_with_primary=True)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/slot_creator.py", line 126, in create_slot
return _create_slot_var(primary, val, "", validate_shape, None, None)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/training/slot_creator.py", line 74, in _create_slot_var
validate_shape=validate_shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 1500, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 1243, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 567, in get_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 519, in _true_getter
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 933, in _get_single_variable
aggregation=aggregation)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 258, in __call__
return cls._variable_v1_call(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 219, in _variable_v1_call
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 197, in <lambda>
previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variable_scope.py", line 2519, in default_variable_creator
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 262, in __call__
return super(VariableMetaclass, cls).__call__(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 1688, in __init__
shape=shape)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/variables.py", line 1872, in _init_from_args
self._snapshot = array_ops.identity(self._variable, name="read")
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/util/dispatch.py", line 180, in wrapper
return target(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/array_ops.py", line 203, in identity
ret = gen_array_ops.identity(input, name=name)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/ops/gen_array_ops.py", line 4239, in identity
"Identity", input=input, name=name)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/op_def_library.py", line 794, in _apply_op_helper
op_def=op_def)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/util/deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 3357, in create_op
attrs, op_def, compute_device)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 3426, in _create_op_internal
op_def=op_def)
File "/tensorflow-1.15.2/python3.6/tensorflow_core/python/framework/ops.py", line 1748, in __init__
self._traceback = tf_stack.extract_stack()
1.15.2
None
在
指数移动平均值（衰减=0.99）