Release MIVisionX for ROCm 5.7.1 · ROCm/MIVisionX

Online Documentation

MIVisionX Documentation

MIVisionX 2.5.0

Added

CTest - OpenVX Tests
Hardware Support

Optimizations

CMakeList Cleanup

Changed

rocAL - PyBind Link to prebuilt library
- PyBind11
- RapidJSON
Setup Updates
RPP Version - 1.2.0
Dockerfiles - Updates & bugfix

Fixed

rocAL bug fix and updates

Tested Configurations

Windows 10 / 11
Linux distribution
- Ubuntu - 20.04 / 22.04
- CentOS - 7 / 8
- RHEL - 8 / 9
- SLES - 15-SP4
ROCm: rocm-core - 5.7.0.50700-6
miopen-hip - 2.20.0.50700-63
migraphx - 2.7.0.50700-63
Protobuf - V3.12.4
OpenCV - 4.6.0
RPP - 1.2.0
FFMPEG - n4.4.2
Dependencies for all the above packages
MIVisionX Setup Script - V2.5.4

Known issues

OpenCV 4.X support for some apps missing

MIVisionX Package install requires manual prerequisites installation: some prerequisites for MIVisionX are build from source and do not have equivalent packages in linux. The user has to manually install these prerequisites. Instructions for these is given below.

Boost - Version 1.72.0

wget https://boostorg.jfrog.io/artifactory/main/release/1.72.0/source/boost_1_72_0.tar.bz2
tar xjvf boost_1_72_0.tar.bz2
cd ./boost_1_72_0/
./bootstrap.sh --prefix=/usr/local --with-python=python3
./b2 stage -j16 threading=multi link=shared cxxflags="-std=c++11"
sudo ./b2 install threading=multi link=shared --with-system --with-filesystem
./b2 stage -j16 threading=multi link=static cxxflags="-std=c++11 -fpic" cflags="-fpic"
sudo ./b2 install threading=multi link=static --with-system --with-filesystem

OpenCV - Version 4.6.0

wget https://github.com/opencv/opencv/archive/4.6.0.zip
unzip 4.6.0.zip
mkdir -p build/OpenCV
cd build/OpenCV
cmake -D WITH_GTK=ON -D WITH_JPEG=ON -D BUILD_JPEG=ON -D WITH_OPENCL=OFF -D WITH_OPENCLAMDFFT=OFF -D WITH_OPENCLAMDBLAS=OFF -D WITH_VA_INTEL=OFF -D WITH_OPENCL_SVM=OFF  -D CMAKE_INSTALL_PREFIX=/usr/local ../../opencv-4.6.0
make -j8
make install
ldconfig

FFMPEG - Version n4.4.2

Turbo JPEG installation - Version 2.0.6.1

git clone -b 2.0.6.1 https://github.com/rrawther/libjpeg-turbo.git
cd libjpeg-turbo && mkdir build && cd build
cmake -DCMAKE_INSTALL_PREFIX=/usr \
  -DCMAKE_BUILD_TYPE=RELEASE  \
  -DENABLE_STATIC=FALSE       \
  -DCMAKE_INSTALL_DOCDIR=/usr/share/doc/libjpeg-turbo-2.0.3 \
  -DCMAKE_INSTALL_DEFAULT_LIBDIR=lib  \
  ..
make -j$nproc && sudo make install

MIVisionX Dependency Map

HIP Backend

Docker Image: sudo docker build -f docker/ubuntu20/{DOCKER_LEVEL_FILE_NAME}.dockerfile -t {mivisionx-level-NUMBER} .

new component added to the level
existing component from the previous level

Build Level	MIVisionX Dependencies	Modules	Libraries and Executables
`Level_1`	cmake gcc g++	amd_openvx utilities	`libopenvx.so` - OpenVX™ Lib - CPU `libvxu.so` - OpenVX™ immediate node Lib - CPU `runvx` - OpenVX™ Graph Executor - CPU with Display OFF
`Level_2`	ROCm HIP +Level 1	amd_openvx amd_openvx_extensions utilities	`libopenvx.so` - OpenVX™ Lib - CPU/GPU `libvxu.so` - OpenVX™ immediate node Lib - CPU/GPU `runvx` - OpenVX™ Graph Executor - Display OFF
`Level_3`	OpenCV FFMPEG +Level 2	amd_openvx amd_openvx_extensions utilities	`libopenvx.so` - OpenVX™ Lib `libvxu.so` - OpenVX™ immediate node Lib `libvx_amd_media.so` - OpenVX™ Media Extension `libvx_opencv.so` - OpenVX™ OpenCV InterOp Extension `mv_compile` - Neural Net Model Compile `runvx` - OpenVX™ Graph Executor - Display ON
`Level_4`	MIOpenGEMM MIOpen ProtoBuf +Level 3	amd_openvx amd_openvx_extensions apps utilities	`libopenvx.so` - OpenVX™ Lib `libvxu.so` - OpenVX™ immediate node Lib `libvx_amd_media.so` - OpenVX™ Media Extension `libvx_opencv.so` - OpenVX™ OpenCV InterOp Extension `mv_compile` - Neural Net Model Compile `runvx` - OpenVX™ Graph Executor - Display ON `libvx_nn.so` - OpenVX™ Neural Net Extension
`Level_5`	AMD_RPP rocAL deps +Level 4	amd_openvx amd_openvx_extensions apps rocAL utilities	`libopenvx.so` - OpenVX™ Lib `libvxu.so` - OpenVX™ immediate node Lib `libvx_amd_media.so` - OpenVX™ Media Extension `libvx_opencv.so` - OpenVX™ OpenCV InterOp Extension `mv_compile` - Neural Net Model Compile `runvx` - OpenVX™ Graph Executor - Display ON `libvx_nn.so` - OpenVX™ Neural Net Extension `libvx_rpp.so` - OpenVX™ RPP Extension `librocal.so` - Radeon Augmentation Library `rocal_pybind.so` - rocAL Pybind Lib