MIVisionX for ROCm 5.4.3

Online Documentation

MIVisionX Documentation

MIVisionX 2.3.0

Added

• Zen DNN Samples
• OpenCV Extension tests
• rocAL SPACK Support
• AMD Custom Extension

Optimizations

• MIGraphX Updates
• Model Compiler Scripts

Changed

• CMakeList - Find HIP updates

Fixed

• rocAL issues
• MIGraphX issues

Tested Configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 20.04 / 22.04
  • CentOS - 7 / 8
  • SLES - 15-SP2
• ROCm: rocm-core - 5.3.0.50300-36
• miopen-hip - 2.18.0.50300-36
• miopen-opencl - 2.18.0.50300-36
• migraphx - 2.3.0.50300-36
• Protobuf - V3.12.4
• OpenCV - 4.5.5
• RPP - 0.97
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.3.7

Known issues

• OpenCV 4.X support for some apps missing

MIVisionX Dependency Map

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	Docker Tag
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 OpenCL +Level 1	amd_openvx amd_openvx_extensions utilities	libopenvx.so - OpenVX™ Lib - CPU/GPU libvxu.so - OpenVX™ immediate node Lib - CPU/GPU libvx_loomsl.so - Loom 360 Stitch Lib loom_shell - 360 Stitch App runcl - OpenCL™ program debug App 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_loomsl.so - Loom 360 Stitch Lib loom_shell - 360 Stitch App runcl - OpenCL™ program debug App 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_loomsl.so - Loom 360 Stitch Lib loom_shell - 360 Stitch App libvx_amd_media.so - OpenVX™ Media Extension libvx_opencv.so - OpenVX™ OpenCV InterOp Extension mv_compile - Neural Net Model Compile runcl - OpenCL™ program debug App runvx - OpenVX™ Graph Executor - Display ON libvx_nn.so - OpenVX™ Neural Net Extension inference_server_app - Cloud Inference App
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_loomsl.so - Loom 360 Stitch Lib loom_shell - 360 Stitch App libvx_amd_media.so - OpenVX™ Media Extension libvx_opencv.so - OpenVX™ OpenCV InterOp Extension mv_compile - Neural Net Model Compile runcl - OpenCL™ program debug App runvx - OpenVX™ Graph Executor - Display ON libvx_nn.so - OpenVX™ Neural Net Extension inference_server_app - Cloud Inference App libvx_rpp.so - OpenVX™ RPP Extension librocal.so - Radeon Augmentation Library rocal_pybind.so - rocAL Pybind Lib

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