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- mona@pascal:~/computer_vision/VPilot$ python train.py
- Using TensorFlow backend.
- I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcublas.so.8.0 locally
- I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcudnn.so.5.0 locally
- I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcufft.so.8.0 locally
- I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcuda.so.1 locally
- I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcurand.so.8.0 locally
- /usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py:1938: UserWarning: Expected no kwargs, you passed 1
- kwargs passed to function are ignored with Tensorflow backend
- warnings.warn('\n'.join(msg))
- Epoch 1/1000
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:951] Found device 0 with properties:
- name: Tesla K40c
- major: 3 minor: 5 memoryClockRate (GHz) 0.8755
- pciBusID 0000:03:00.0
- Total memory: 11.92GiB
- Free memory: 412.50MiB
- W tensorflow/stream_executor/cuda/cuda_driver.cc:572] creating context when one is currently active; existing: 0x4547d60
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:951] Found device 1 with properties:
- name: Tesla K40c
- major: 3 minor: 5 memoryClockRate (GHz) 0.8755
- pciBusID 0000:83:00.0
- Total memory: 11.92GiB
- Free memory: 534.50MiB
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:855] cannot enable peer access from device ordinal 0 to device ordinal 1
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:855] cannot enable peer access from device ordinal 1 to device ordinal 0
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:972] DMA: 0 1
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] 0: Y N
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] 1: N Y
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Creating TensorFlow device (/gpu:0) -> (device: 0, name: Tesla K40c, pci bus id: 0000:03:00.0)
- I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Creating TensorFlow device (/gpu:1) -> (device: 1, name: Tesla K40c, pci bus id: 0000:83:00.0)
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (256): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (512): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (1024): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (2048): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (4096): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (8192): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (16384): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (32768): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (65536): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (131072): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (262144): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (524288): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (1048576): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (2097152): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (4194304): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (8388608): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (16777216): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (33554432): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (67108864): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (134217728): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:643] Bin (268435456): Total Chunks: 0, Chunks in use: 0 0B allocated for chunks. 0B client-requested for chunks. 0B in use in bin. 0B client-requested in use in bin.
- I tensorflow/core/common_runtime/bfc_allocator.cc:660] Bin for 512.0KiB was 512.0KiB, Chunk State:
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740000 of size 1280
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740500 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740600 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740700 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740800 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740900 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740a00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740b00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740c00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740d00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740e00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b740f00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b741000 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b741100 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b741200 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b741300 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b741400 of size 4096
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b742400 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b742500 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b742600 of size 2048
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b742e00 of size 2048
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743600 of size 1024
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743a00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743b00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743c00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743d00 of size 256
- I tensorflow/core/common_runtime/bfc_allocator.cc:678] Chunk at 0x130b743e00 of size 222806528
- I tensorflow/core/common_runtime/bfc_allocator.cc:693] Summary of in-use Chunks by size:
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 21 Chunks of size 256 totalling 5.2KiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 1 Chunks of size 1024 totalling 1.0KiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 1 Chunks of size 1280 totalling 1.2KiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 2 Chunks of size 2048 totalling 4.0KiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 1 Chunks of size 4096 totalling 4.0KiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:696] 1 Chunks of size 222806528 totalling 212.48MiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:700] Sum Total of in-use chunks: 212.50MiB
- I tensorflow/core/common_runtime/bfc_allocator.cc:702] Stats:
- Limit: 222822400
- InUse: 222822400
- MaxInUse: 222822400
- NumAllocs: 27
- MaxAllocSize: 222806528
- W tensorflow/core/common_runtime/bfc_allocator.cc:274] ***********************************************************************************************xxxxx
- W tensorflow/core/common_runtime/bfc_allocator.cc:275] Ran out of memory trying to allocate 512.0KiB. See logs for memory state.
- W tensorflow/core/framework/op_kernel.cc:958] Internal: Dst tensor is not initialized.
- E tensorflow/core/common_runtime/executor.cc:334] Executor failed to create kernel. Internal: Dst tensor is not initialized.
- [[Node: Const_37 = Const[dtype=DT_FLOAT, value=Tensor<type: float shape: [512,256] values: 0 0 0...>, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
- Traceback (most recent call last):
- File "train.py", line 55, in <module>
- callbacks=[ckp_callback]
- File "/usr/local/lib/python2.7/dist-packages/keras/models.py", line 935, in fit_generator
- initial_epoch=initial_epoch)
- File "/usr/local/lib/python2.7/dist-packages/keras/engine/training.py", line 1553, in fit_generator
- class_weight=class_weight)
- File "/usr/local/lib/python2.7/dist-packages/keras/engine/training.py", line 1316, in train_on_batch
- outputs = self.train_function(ins)
- File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 1919, in __call__
- session = get_session()
- File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 121, in get_session
- _initialize_variables()
- File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 275, in _initialize_variables
- sess.run(tf.initialize_variables(uninitialized_variables))
- File "/home/mona/tensorflow/_python_build/tensorflow/python/client/session.py", line 717, in run
- run_metadata_ptr)
- File "/home/mona/tensorflow/_python_build/tensorflow/python/client/session.py", line 915, in _run
- feed_dict_string, options, run_metadata)
- File "/home/mona/tensorflow/_python_build/tensorflow/python/client/session.py", line 965, in _do_run
- target_list, options, run_metadata)
- File "/home/mona/tensorflow/_python_build/tensorflow/python/client/session.py", line 985, in _do_call
- raise type(e)(node_def, op, message)
- tensorflow.python.framework.errors.InternalError: Dst tensor is not initialized.
- [[Node: Const_37 = Const[dtype=DT_FLOAT, value=Tensor<type: float shape: [512,256] values: 0 0 0...>, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
- Caused by op u'Const_37', defined at:
- File "train.py", line 55, in <module>
- callbacks=[ckp_callback]
- File "/usr/local/lib/python2.7/dist-packages/keras/models.py", line 935, in fit_generator
- initial_epoch=initial_epoch)
- File "/usr/local/lib/python2.7/dist-packages/keras/engine/training.py", line 1450, in fit_generator
- self._make_train_function()
- File "/usr/local/lib/python2.7/dist-packages/keras/engine/training.py", line 761, in _make_train_function
- self.total_loss)
- File "/usr/local/lib/python2.7/dist-packages/keras/optimizers.py", line 234, in get_updates
- accumulators = [K.zeros(shape) for shape in shapes]
- File "/usr/local/lib/python2.7/dist-packages/keras/backend/tensorflow_backend.py", line 482, in zeros
- return variable(tf.constant_initializer(0., dtype=tf_dtype)(shape),
- File "/home/mona/tensorflow/_python_build/tensorflow/python/ops/init_ops.py", line 145, in _initializer
- return constant_op.constant(value, dtype=dtype, shape=shape)
- File "/home/mona/tensorflow/_python_build/tensorflow/python/framework/constant_op.py", line 167, in constant
- attrs={"value": tensor_value, "dtype": dtype_value}, name=name).outputs[0]
- File "/home/mona/tensorflow/_python_build/tensorflow/python/framework/ops.py", line 2388, in create_op
- original_op=self._default_original_op, op_def=op_def)
- File "/home/mona/tensorflow/_python_build/tensorflow/python/framework/ops.py", line 1300, in __init__
- self._traceback = _extract_stack()
- InternalError (see above for traceback): Dst tensor is not initialized.
- [[Node: Const_37 = Const[dtype=DT_FLOAT, value=Tensor<type: float shape: [512,256] values: 0 0 0...>, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
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