Update cuda instructions to be more specific about versions (#2065)
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@ -7,8 +7,10 @@ github source.
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The TensorFlow Python API supports Python 2.7 and Python 3.3+.
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The GPU version (Linux only) requires the Cuda Toolkit >= 7.0 and cuDNN >=
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v2. Please see [Cuda installation](#optional-install-cuda-gpus-on-linux)
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The GPU version (Linux only) works best with Cuda Toolkit 7.5 and
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cuDNN v4. other versions are supported (Cuda toolkit >= 7.0 and
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cuDNN 6.5(v2), 7.0(v3), v5) only when installing from sources.
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Please see [Cuda installation](#optional-install-cuda-gpus-on-linux)
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for details.
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## Overview
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@ -325,7 +327,7 @@ You can now [test your installation](#test-the-tensorflow-installation) within t
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### (Optional, Linux) Enable GPU Support
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If you installed the GPU version of TensorFlow, you must also install the Cuda
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Toolkit 7.0 and cuDNN v2. Please see [Cuda installation](#optional-install-cuda-gpus-on-linux).
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Toolkit 7.5 and cuDNN v4. Please see [Cuda installation](#optional-install-cuda-gpus-on-linux).
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You also need to set the `LD_LIBRARY_PATH` and `CUDA_HOME` environment
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variables. Consider adding the commands below to your `~/.bash_profile`. These
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@ -466,20 +468,25 @@ Supported cards include but are not limited to:
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https://developer.nvidia.com/cuda-downloads
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Install version 7.5 if using our binary releases.
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Install the toolkit into e.g. `/usr/local/cuda`
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##### Download and install cuDNN
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https://developer.nvidia.com/cudnn
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Download cuDNN v4 (v5 is currently a release candidate and is only supported when
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installing TensorFlow from sources).
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Uncompress and copy the cuDNN files into the toolkit directory. Assuming the
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toolkit is installed in `/usr/local/cuda`, run the following commands (edited
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to reflect the cuDNN version you downloaded):
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``` bash
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tar xvzf cudnn-6.5-linux-x64-v2.tgz
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sudo cp cudnn-6.5-linux-x64-v2/cudnn.h /usr/local/cuda/include
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sudo cp cudnn-6.5-linux-x64-v2/libcudnn* /usr/local/cuda/lib64
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tar xvzf cudnn-7.5-linux-x64-v4.tgz
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sudo cp cudnn-7.5-linux-x64-v4/cudnn.h /usr/local/cuda/include
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sudo cp cudnn-7.5-linux-x64-v4/libcudnn* /usr/local/cuda/lib64
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sudo chmod a+r /usr/local/cuda/lib64/libcudnn*
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```
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