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setup tensorflow on aws
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#!/bin/bash | |
set -o nounset | |
set -o errexit | |
git clone https://github.com/tensorflow/tensorflow | |
sudo apt-get install -y openjdk-8-jdk libcurl4-openssl-dev python3-numpy swig python3-dev python3-pip python3-setuptools zlib1g-dev | |
echo "deb http://storage.googleapis.com/bazel-apt stable jdk1.8" | sudo tee /etc/apt/sources.list.d/bazel.list | |
curl https://storage.googleapis.com/bazel-apt/doc/apt-key.pub.gpg | sudo apt-key add - | |
sudo apt-get update && sudo apt-get install -y bazel | |
cd tensorflow | |
PYTHON_BIN_PATH=/usr/bin/python3 \ | |
TF_NEED_GCP=1 \ | |
TF_NEED_CUDA=1 \ | |
GCC_HOST_COMPILER_PATH=/usr/bin/gcc \ | |
TF_CUDA_VERSION=8.0 \ | |
CUDA_TOOLKIT_PATH=/usr/local/cuda \ | |
TF_CUDNN_VERSION=5 \ | |
CUDNN_INSTALL_PATH=/usr/local/cuda \ | |
TF_CUDA_COMPUTE_CAPABILITIES=3.0 ./configure | |
bazel build -c opt --config=cuda //tensorflow/tools/pip_package:build_pip_package | |
bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg | |
cp -R /tmp/tensorflow_pkg/ . | |
sudo pip3 install /tmp/tensorflow_pkg/tensorflow-0.9.0-py3-none-any.whl | |
cd ~ |
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