tensorflow

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python convolutional.py
Extracting data/train-images-idx3-ubyte.gz
Extracting data/train-labels-idx1-ubyte.gz
Extracting data/t10k-images-idx3-ubyte.gz
Extracting data/t10k-labels-idx1-ubyte.gz
I tensorflow/core/common_runtime/local_device.cc:25] Local device intra op parallelism threads: 1
I tensorflow/core/common_runtime/local_session.cc:45] Local session inter op parallelism threads: 1
Initialized!
Epoch 0.00
Minibatch loss: 12.053, learning rate: 0.010000
Minibatch error: 90.6%
W tensorflow/core/kernels/bias_op.cc:42] Resource exhausted: OOM when allocating tensor with shapedim { size: 5000 } dim { size: 28 } dim { size: 28 } dim { size: 32 }
W tensorflow/core/common_runtime/executor.cc:1027] 0x591ac80 Compute status: Resource exhausted: OOM when allocating tensor with shapedim { size: 5000 } dim { size: 28 } dim { size: 28 } dim { size: 32 }
[[Node: BiasAdd_2 = BiasAdd[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/cpu:0"](Conv2D_2, Variable_1)]]
Traceback (most recent call last):
File "convolutional.py", line 270, in <module>
tf.app.run()
File "/usr/lib/python2.7/site-packages/tensorflow/python/platform/default/_app.py", line 11, in run
sys.exit(main(sys.argv))
File "convolutional.py", line 258, in main
validation_prediction.eval(), validation_labels)
File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 405, in eval
return _eval_using_default_session(self, feed_dict, self.graph, session)
File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2728, in _eval_using_default_session
return session.run(tensors, feed_dict)
File "/usr/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 345, in run
results = self._do_run(target_list, unique_fetch_targets, feed_dict_string)
File "/usr/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 419, in _do_run
e.code)
tensorflow.python.framework.errors.ResourceExhaustedError: OOM when allocating tensor with shapedim { size: 5000 } dim { size: 28 } dim { size: 28 } dim { size: 32 }
[[Node: BiasAdd_2 = BiasAdd[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/cpu:0"](Conv2D_2, Variable_1)]]
Caused by op u‘BiasAdd_2‘, defined at:
File "convolutional.py", line 270, in <module>
tf.app.run()
File "/usr/lib/python2.7/site-packages/tensorflow/python/platform/default/_app.py", line 11, in run
sys.exit(main(sys.argv))
File "convolutional.py", line 229, in main
validation_prediction = tf.nn.softmax(model(validation_data_node))
File "convolutional.py", line 169, in model
relu = tf.nn.relu(tf.nn.bias_add(conv, conv1_biases))
File "/usr/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 101, in bias_add
return gen_nn_ops._bias_add(value, bias, name=name)
File "/usr/lib/python2.7/site-packages/tensorflow/python/ops/gen_nn_ops.py", line 163, in _bias_add
return _op_def_lib.apply_op("BiasAdd", value=value, bias=bias, name=name)
File "/usr/lib/python2.7/site-packages/tensorflow/python/ops/op_def_library.py", line 633, in apply_op
op_def=op_def)
File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1710, in create_op
original_op=self._default_original_op, op_def=op_def)
File "/usr/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 988, in __init__
self._traceback = _extract_stack()

tensorflow

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原文地址：http://www.cnblogs.com/softidea/p/7719596.html