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- #!/bin/bash
- # =============================================================
- # UPDATE SOURCE
- # =============================================================
- git checkout -- .
- git pull origin master
- for python_version in python2 python3; do
- echo "build TensorFlow for Python version:", ${python_version}
- # =============================================================
- # CONFIGURATION
- # =============================================================
- TF_ROOT=/graphics/opt/opt_Ubuntu16.04/tensorflow
- cd $TF_ROOT
- export PYTHON_BIN_PATH=$(which ${python_version})
- export PYTHON_LIB_PATH="$($PYTHON_BIN_PATH -c 'import site; print(site.getsitepackages()[0])')"
- export PYTHONPATH=${TF_ROOT}/lib
- export PYTHON_ARG=${TF_ROOT}/lib
- export CUDA_TOOLKIT_PATH=/graphics/opt/opt_Ubuntu16.04/cuda/toolkit_8.0/cuda
- export CUDNN_INSTALL_PATH=/graphics/opt/opt_Ubuntu16.04/cuda/cudnn/6/cuda
- export TF_NEED_GCP=0
- export TF_NEED_CUDA=1
- export TF_CUDA_VERSION="$($CUDA_TOOLKIT_PATH/bin/nvcc --version | sed -n 's/^.*release \(.*\),.*/\1/p')"
- export TF_CUDA_COMPUTE_CAPABILITIES=6.1,5.2,3.5
- export TF_NEED_HDFS=0
- export TF_NEED_OPENCL=0
- export TF_NEED_JEMALLOC=1
- export TF_ENABLE_XLA=0
- export TF_NEED_VERBS=0
- export TF_CUDA_CLANG=0
- export TF_CUDNN_VERSION="$(sed -n 's/^#define CUDNN_MAJOR\s*\(.*\).*/\1/p' $CUDNN_INSTALL_PATH/include/cudnn.h)"
- export TF_NEED_MKL=0
- export TF_DOWNLOAD_MKL=0
- export TF_NEED_MPI=0
- export GCC_HOST_COMPILER_PATH=$(which gcc)
- export CC_OPT_FLAGS="-march=native"
- # =============================================================
- # BUILD NEW VERSION
- # =============================================================
- bazel clean
- ./configure
- # build TensorFlow (add -s to see executed commands)
- # "--copt=" can be "-mavx -mavx2 -mfma -msse4.2 -mfpmath=both"
- # build entire package
- bazel build -c opt --copt=-mfpmath=both --copt=-msse4.2 --config=cuda //tensorflow/tools/pip_package:build_pip_package
- # build c++ library
- bazel build -c opt --copt=-mfpmath=both --copt=-msse4.2 --config=cuda tensorflow:libtensorflow_cc.so
- # build TF pip package
- bazel-bin/tensorflow/tools/pip_package/build_pip_package ${TF_ROOT}/pip/tensorflow_pkg
- done
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