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tensorflow-install-basic.md

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hipTensorflow: Basic installation

Intro

This instruction provides a starting point for a ROCm installation of hiptensorflow (mostly via deb packages). Note: it is recommended to start with a clean Ubuntu 16.04 system

Install ROCm

export ROCM_PATH=/opt/rocm
export DEBIAN_FRONTEND noninteractive
sudo apt update && sudo apt install -y wget software-properties-common

Add the ROCm repository:

wget -qO - http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | sudo apt-key add -
sudo sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main > /etc/apt/sources.list.d/rocm.list'

Install misc pkgs:

sudo apt-get update && sudo apt-get install -y \
  build-essential \
  clang-3.8 \
  clang-format-3.8 \
  clang-tidy-3.8 \
  cmake \
  cmake-qt-gui \
  ssh \
  curl \
  apt-utils \
  pkg-config \
  g++-multilib \
  git \
  libunwind-dev \
  libfftw3-dev \
  libelf-dev \
  libncurses5-dev \
  libpthread-stubs0-dev \
  vim \
  gfortran \
  libboost-program-options-dev \
  libssl-dev \
  libboost-dev \
  libboost-system-dev \
  libboost-filesystem-dev \
  rpm \
  wget && \
  sudo apt-get clean && \
  sudo rm -rf /var/lib/apt/lists/*

Install ROCm pkgs:

sudo apt-get update && \
    sudo apt-get install -y --allow-unauthenticated \
    rocm-dkms rocm-dev rocm-libs \
    rocm-device-libs \
    hsa-ext-rocr-dev hsakmt-roct-dev hsa-rocr-dev \
    rocm-opencl rocm-opencl-dev \
    rocm-utils \
    rocm-profiler cxlactivitylogger \
    miopen-hip miopengemm

Setup environment variables, and add those environment variables at the end of ~/.bashrc

export HCC_HOME=/opt/rocm/hcc
export HIP_PATH=/opt/rocm/hip
export PATH=$HCC_HOME/bin:$HIP_PATH/bin:$PATH

Install hipEigen

git clone -b develop https://github.com/ROCmSoftwarePlatform/hipeigen.git /opt/rocm/hipeigen

Install required python packages

sudo apt-get update && sudo apt-get install -y \
    python-numpy \
    python-dev \
    python-wheel \
    python-mock \
    python-future \
    python-pip \
    python-yaml \
    python-setuptools && \
    sudo apt-get clean && \
    sudo rm -rf /var/lib/apt/lists/*

Clone hiptf models and benchmarks

cd ~ && git clone https://github.com/soumith/convnet-benchmarks.git
cd ~ && git clone https://github.com/tensorflow/models.git

Install hiptf

# Wget the hipTF whl package
cd ~/ && wget http://repo.radeon.com/rocm/misc/tensorflow/tensorflow-1.0.1-cp27-cp27mu-linux_x86_64.whl

# Pip install the whl package 
cd ~ && sudo pip install tensorflow-1.0.1-cp27-cp27mu-linux_x86_64.whl && rm tensorflow-1.0.1-cp27-cp27mu-linux_x86_64.whl