aicarmark/tensorflow-on-arm

TensorFlow for Arm

Tensorflow-on-arm

Inspired by the tensorflow-on-raspberry-pi. Tool for compile tensorflow for arm.

Dependences

apt-get install openjdk-8-jdk automake autoconf
apt-get install curl zip unzip libtool swig libpng12-dev zlib1g-dev pkg-config git zip g++ unzip wget xz-utils

# For python2.7
apt-get install python-numpy python-dev python-pip

# For python3
apt-get install python3-numpy python3-dev python3-pip

Cross-compilation

Make you sure added arm architecture, see how to adds in debian flavors:

dpkg --add-architecture armhf
echo "deb [arch=armhf] http://httpredir.debian.org/debian/ stretch main contrib non-free" >> /etc/apt/source.list

if you want compile python support:

# For python2.7
apt-get install libpython-all-dev:armhf

# For python3
apt-get install libpython3-all-dev:armhf

Edit tweaks like bazel resources, board model, and others

see configuration file examples in: build_tensorflow/configs/

Finally, compile tensorflow.

cd build_tensorflow/
chmod +x build_tensorflow.sh
./build_tensorflow.sh <path-of-config>
# If no output errors, the pip package will be in the directory: /tmp/tensorflow_pkg/