Build Tensorflow for BeagleBoard-X15

README.md

Links

• Buster-IoT Image
• Embedded low-power deep learning with TIDL
• How to Install TensorFlow on the Raspberry Pi
• Relocate Docker contianers
• ARM's Tensorflow install instructions

Steps

Install some pre-requisites

sudo apt-get update
sudo apt-get install -y swig python3-wheel cmake
sudo apt-get install -y virtualenv build-essential python3-dev gfortran libhdf5-dev

Setup work area

• Create 4G partition for swap on /dev/sda and save rest for ext4

sudo mkswap /dev/sda1 
sudo mkfs.ext4 /dev/sda2

Enable swap

• Edit /etc/fstab to add your new swap partition

sudo swapon -a
sudo mount /dev/sda2 /mnt

Install docker

curl -fsSL get.docker.com -o get-docker.sh
chmod +x get-docker.sh 
sudo ./get-docker.sh 
sudo usermod -aG docker debian
sudo mkdir /mnt/docker
sudo chown root:root /mnt/docker
sudo chmod 701 /mnt/docker

• Configure docker to use '/mnt/docker'

sudo systemctl daemon-reload
sudo systemctl restart docker

• Start a new shell (sudo systemctl restart cloud9)

Begin install

cd /mnt
sudo chown debian.debian .
git clone --recursive https://github.com/tensorflow/tensorflow.git
cd tensorflow
git checkout v1.8.0
tensorflow/tools/ci_build/ci_build.sh CMAKE tensorflow/tools/ci_build/builds/cmake.sh