Environment info
Operating System: Ubuntu 16.04 Beta 2 NVidia Geforce 980M, driver 361.28 (used for display at the same time) Cuda-7.5
If installed from sources, provide the commit hash:
Steps to reproduce
bazel build -c opt --config=cuda --verbose_failures --genrule_strategy=standalone --spawn_strategy=standalone //tensorflow/cc:tutorials_example_trainer succeeded
bazel-bin/tensorflow/cc/tutorials_example_trainer is OK, but bazel-bin/tensorflow/cc/tutorials_example_trainer --use_gpu gives the following result:
$ bazel-bin/tensorflow/cc/tutorials_example_trainer --use_gpu F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) F tensorflow/cc/tutorials/example_trainer.cc:116] Check failed: ::tensorflow::Status::OK() == (session->Run({{"x", x}}, {"y:0", "y_normalized:0"}, {}, &outputs)) (OK vs. Invalid argument: Cannot assign a device to node 'Const/_2': Could not satisfy explicit device specification '/gpu:0' because no devices matching that specification are registered in this process; available devices: /job:localhost/replica:0/task:0/cpu:0 [[Node: Const/_2 = Constdtype=DT_INT32, value=Tensor, _device="/gpu:0"]]) Aborted (core dumped) >
- BTW, build succeed doesn't mean tensorflow has been installed. How to install then?
What have you tried?
- Looks like GPU conflict? Does that mean, if I'm using the NVidia card for display, I'm NOT allowed to use it for GPU computation? Cheers Pei
