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Kiriti Gowda edited this page Jul 3, 2018 · 6 revisions

Inference Engine

  1. Ubuntu 16.04 install
  2. sudo apt-get update
  3. sudo apt-get dist-upgrade
  4. sudo reboot
  5. Download rocm 1.6.4 and install 4.11.0-kfd-compute-rocm-rel-1.6-180
    • http://repo.radeon.com/rocm/archive/apt_1.6.4.tar.bz2 -- download the package and untar
    • mkdir rocm
    • mv apt_1.6.4 rocm/
    • cd rocm
    • mkdir kfd-deb
    • find apt_1.6.4/ -name "*.deb" -exec mv "{}" kfd-deb/ ;
    • sudo dpkg -i *.deb (will give you a few errors)
    • sudo apt-get install -f (fix errors)
    • sudo dpkg -i *.deb (will install all packages)
    • sudo apt-get install -f (no errors to fix)
    • sudo apt autoremove
    • sudo reboot
  6. uname -r (should give you -- 4.11.0-kfd-compute-rocm-rel-1.6-180)
    • cd /opt/rocm/opencl/bin/x86_64/
    • ./clinfo -- if sucess, rocm 1.6.4 install sucessful
  7. install deps form github, follow github instructions
    • install rocm-cmake
    • install MIOpenGEMM
    • install MIOpen (using cmake -DMIOPEN_BACKEND=OpenCL)
    • install protobuf
    • install opencv (cmake -DWITH_OPENCL=OFF -DWITH_OPENCLAMDFFT=OFF -DWITH_OPENCLAMDBLAS=OFF -DWITH_VA_INTEL=OFF -DWITH_OPENCL_SVM=OFF ../../opencv-3.3.0/ -- turn off opencl deps)
  8. install amdovx-modules
    • export PATH=$PATH:/opt/rocm/bin
    • export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/rocm/lib
  9. run annInference server and client, now you can run your models and dataset.

Install ROCm 1.7.148

    1. Install kernel 4.13 and reboot:
sudo apt update
sudo apt upgrade
sudo apt update && sudo apt install linux-headers-4.13.0-32-generic linux-image-4.13.0-32-generic linux-image-extra-4.13.0-32-generic linux-signed-image-4.13.0-32-generic
sudo reboot
    1. Reboot and enter kernel 4.13, check current running kernel version by "uname -r", expect to see:
4.13.0-32-generic
    1. Install ROCm package from internal artifactory:
sudo sh -c 'echo "deb [arch=amd64] http://172.27.226.104/artifactory/list/rocm-dkms-release-1.7-ubuntu xenial main" > /etc/apt/sources.list.d/rocm.list '
sudo apt-get --allow-unauthenticated update && sudo apt-get --allow-unauthenticated install -y rocm-dkms rocm-dev \
hsa-ext-rocr-dev hsakmt-roct-dev hsa-rocr-dev \
rocm-opencl rocm-opencl-dev \
rocm-utils rock-dkms compute-firmware \
rocm-profiler cxlactivitylogger \
miopen-hip miopengemm \
rocblas hipblas rocrand
    1. Add user to the video group, update ramfs limit on the generic Linux kernel and reboot:
sudo adduser $LOGNAME video
sudo sh -c 'echo "vm.max_map_count = 250000" > /etc/sysctl.d/mmap.conf'
sudo reboot
    1. Reboot and check if the KFD module is loaded to the system, verify the version ROCK-DKMS and firmware:
lsmod | grep kfd

Expect to see:

amdkfd                266240  4

amd_iommu_v2           20480  1 amdkfd

amdkcl                 24576  3 amdttm,amdgpu,amdkfd

apt --installed list | grep -E 'rock|compute-firmware'

Expect to see:

compute-firmware/now 1.7.17 all [installed,local]

rock-dkms/now 1.7.148-ubuntu all [installed,local]

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