From 4434a3f9eae88f4baef76c737ca11fafc7587574 Mon Sep 17 00:00:00 2001
From: Yasuaki Uechi <y@uechi.io>
Date: Tue, 10 Apr 2018 09:49:54 +0900
Subject: [PATCH] Added Building Tensorflow From Source

---
 ...0-building-tensorflow-from-source.markdown | 40 +++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 _posts/2018-04-10-building-tensorflow-from-source.markdown

diff --git a/_posts/2018-04-10-building-tensorflow-from-source.markdown b/_posts/2018-04-10-building-tensorflow-from-source.markdown
new file mode 100644
index 0000000..eeb2a29
--- /dev/null
+++ b/_posts/2018-04-10-building-tensorflow-from-source.markdown
@@ -0,0 +1,40 @@
+---
+title: Building TensorFlow from source
+date: 2018-04-10 09:41:00 +09:00
+---
+
+As you may notice lines of snippet showed on [https://github.com/uetchy/dockerfile-machinelearning/blob/ffc2cadaf192b19509df0f4b87bc9d427aa30966/Dockerfile#L54-L86](dockerfile-machinelearning), TensorFlow can be non-interactively installed from source.
+
+The code here are hugely depend on [PatWie's gist](https://gist.github.com/PatWie/0c915d5be59a518f934392219ca65c3d). I just added some build options for a newer version of TensorFlow and remove options that affect nothing.
+
+```
+PYTHON_BIN_PATH=$(which python) \
+CUDA_TOOLKIT_PATH=/usr/local/cuda \
+CUDNN_INSTALL_PATH=/usr/local/cuda \
+PYTHON_LIB_PATH="$($PYTHON_BIN_PATH -c 'import site; print(site.getsitepackages()[0])')" \
+TF_NEED_GCP=0 \
+TF_NEED_CUDA=1 \
+TF_CUDA_VERSION="$($CUDA_TOOLKIT_PATH/bin/nvcc --version | sed -n 's/^.*release \(.*\),.*/\1/p')" \
+TF_CUDA_COMPUTE_CAPABILITIES=6.1,5.2,3.5 \
+TF_NEED_HDFS=0 \
+TF_NEED_OPENCL=0 \
+TF_NEED_JEMALLOC=1 \
+TF_ENABLE_XLA=0 \
+TF_NEED_VERBS=0 \
+TF_CUDA_CLANG=0 \
+TF_CUDNN_VERSION="$(sed -n 's/^#define CUDNN_MAJOR\s*\(.*\).*/\1/p' $CUDNN_INSTALL_PATH/include/cudnn.h)" \
+TF_NEED_MKL=0 \
+TF_DOWNLOAD_MKL=0 \
+TF_NEED_MPI=0 \
+TF_NEED_OPENCL_SYCL=0 \
+TF_NEED_S3=0 \
+TF_NEED_KAFKA=0 \
+TF_NEED_TENSORRT=0 \
+TF_NEED_GDR=0 \
+TF_SET_ANDROID_WORKSPACE=0 \
+GCC_HOST_COMPILER_PATH=$(which gcc) \
+CC_OPT_FLAGS="-march=native" ./configure
+bazel build --config=opt --config=cuda //tensorflow/tools/pip_package:build_pip_package && \
+bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg && \
+pip install /tmp/tensorflow_pkg/tensorflow-1.7.0-cp36-cp36m-linux_x86_64.whl
+```
\ No newline at end of file