Difference between revisions of "Compiling Tensorflow from sources"

Revision as of 11:43, 20 July 2018

First of all, we need a clean Ubuntu VM. I installed an Ubuntu 18.04LTS x86_64 with 80GB HD, 4 CPUs and 4GB of RAM.

After installing and setting the network, update:

apt-get update
apt-get upgrade

Then install basic tools:

apt-get install python3-numpy python3-dev python3-pip python3-wheel

Then, download and install Bazel:

Then, download and extract Tensorflow source code:

wget https://github.com/tensorflow/tensorflow/archive/v1.9.0.tar.gz
tar xvfz v1.9.0.tar.gz
cd tensorflow-1.9.0

and configure it:

./configure

During the configuration, specify the python location (in this case, /usr/bin/python3) and just accept the defaults.

After that, it's time to compile:

bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package

during the compilation process, it may show many warnings.

@@ Line 20: / Line 20: @@
   tar xvfz v1.9.0.tar.gz
   cd tensorflow-1.9.0
+and configure it:
+ ./configure
+During the configuration, specify the python location (in this case, /usr/bin/python3) and just accept the defaults.
+After that, it's time to compile:
+ bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package
+during the compilation process, it may show many warnings.