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Building Anakin from Source

We've built and tested Anakin on CentOS 7.3. The other operating systems installation are coming soon.

Installation overview

Installing on CentOS

1. System requirements

  • make 3.82+
  • cmake 2.8.12+
  • gcc 4.8.2+
  • g++ 4.8.2+

2. Building Anakin for CPU-only

Not support yet.

3. Building Anakin with NVIDIA GPU Support

  • 3.1. Install dependences

  • 3.1.1 protobuf 3.4.0
    Download source from https://github.com/google/protobuf/releases/tag/v3.4.0

    tar -xzf protobuf-3.4.0.tar.gz
    $ cd protobuf-3.4.0
    $ ./autogen.sh
    $ ./configure
    $ make
    $ make check
    $ make install

    Check

    $ protoc --version

    Any problems for protobuf installation, Please see here

  • 3.1.2 CUDA Tookit

     # CUDNN
 export CUDNN_ROOT=/usr/local/cudnn_v7 # the path where your cuDNN installed.
 export LD_LIBRARY_PATH=${CUDNN_ROOT}/lib64:$LD_LIBRARY_PATH
 export CPLUS_INCLUDE_PATH=${CUDNN_ROOT}/include:$CPLUS_INCLUDE_PATH
      Don't forget to source your bashrc

  • 3.2. Compile Anakin

    $ git clone https:/xxxxx
    $ cd anakin
    $ mkdir build
    $ cd build
    $ cmake ..
    $ make

4. Building Anakin with AMD GPU Support

For more detials of ROCm please see RadeonOpenCompute/ROCm

  • 4.1. Setup Environment

  • 4.1.1 Update OS (Option, if your OS is able to be updated)

    $sudo yum update

  • 4.1.2 Add ROCM repo
    Create a /etc/yum.repos.d/rocm.repo file with the following contents:

    [ROCm]
name=ROCm
baseurl=http://repo.radeon.com/rocm/yum/rpm
enabled=1
gpgcheck=0

  • 4.1.3 Install ROCK-DKMS
    Please check your kernel version before installing ROCk-DKMS and make sure the result is same as your installed kernel related packages, such as kernel-headers and kerenl-devel

    $ uname -r

  • 4.1.3.1 For kernel ver 3.10.0-693 (Option 1)
    Download kernel-devel-3.10.0-693.el7.x86_64.rpm and kernel-headers-3.10.0-693.el7.x86_64.rpm

    $sudo yum install kernel-devel-3.10.0-693.el7.x86_64.rpm kernel-headers-3.10.0-693.el7.x86_64.rpm

  • 4.1.3.2 For kernel ver 3.10.0-862 (Option 2)

    $ sudo yum install kernel-devel kernel-headers

  • 4.1.3.3 Install ROCk-DKMS

    $ sudo yum install epel-release
    $ sudo yum install dkms
    $ sudo yum install rock-dkms

    Use below command to check amdgpu is installed successful or not.

    $ sudo dkms status
    $ 'amdgpu, 1.8-151.el7, ..., x86_64: installed (original_module exists)'

  • 4.1.3.4
    Reboot your device.

** If you are using docker than step 4.1.4 to 4.1.8 are not required **

  • 4.1.4 Install ROCm-OpenCL

    $sudo yum install rocm-opencl rocm-opencl-devel rocm-smi rocminfo

  • 4.1.5 Add user to the video (or wheel) group

    $sudo usermod -a -G video $LOGNAME

  • 4.1.6 Setting Environment variables

    echo 'export PATH=/opt/rocm/bin:/opt/rocm/opencl/bin/x86_64:$PATH' >> $HOME/.bashrc
echo 'export LD_LIBRARY_PATH=/opt/rocm/lib:$LD_LIBRARY_PATH' >> $HOME/.bashrc
echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib:/usr/local/lib64' >>$HOME/.bashrc
source ~/.bashrc

    Check

    $ clinfo

  • 4.1.7 protobuf 3.4.0
    Download source from https://github.com/google/protobuf/releases/tag/v3.4.0

    tar -zxvf protobuf-cpp-3.4.0.tar.gz
    $ cd protobuf-3.4.0
    $ ./configure
    $ make
    $ make install

    Check

    $ protoc --version

    Any problems for protobuf installation, Please see here

  • 4.1.8 cmake 3.2.0
    Download source from https://cmake.org/files/v3.2/cmake-3.2.0.tar.gz

    tar -zxvf cmake-3.2.0.tar.gz
    $ cd cmake-3.2.0
    $ ./bootstrap
    $ make -j4
    $ make install

  • 4.2. Compile Anakin

    $ git clone xxx
    $ cd anakin
    $ ./tools/amd_gpu_build.sh

  • 4.3. Run Benchmark

    $ cd output/unit_test
    $ benchmark ../../benchmark/CNN/models/ vgg16.anakin.bin 1 2 100

Installing on Ubuntu

Coming soon..

Installing on ARM

Coming soon..

Verifying installation