MIVisionX for ROCm 5.0.1

Online Documentation

MIVisionX Documentation

MIVisionX 2.0.1

Added

• Support for cmake 3.22.X
• Support for OpenCV 4.X.X
• Support for mv_compile with the HIP GPU backend
• Support for tensor_compare node (less/greater/less_than/greater_than/equal onnx operators)

Optimizations

• Code Cleanup
• Readme Updates

Changed

• License Updates

Fixed

• Minor bugs and warnings
• Inference server application - OpenCL Backend
• vxCreateThreshold Fix - Apps & Sample

Tested Configurations

• Windows 10
• Linux distribution
  • Ubuntu - 18.04 / 20.04
  • CentOS - 7 / 8
  • SLES - 15-SP2
• ROCm: rocm-dev - 4.5.2.40502-164
• rocm-cmake - rocm-4.2.0
• MIOpenGEMM - 1.1.5
• MIOpen - 2.14.0
• Protobuf - V3.12.0
• OpenCV - 3.4.0
• RPP - 0.92
• FFMPEG - n4.0.4
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.0.0

Known issues

• Package install requires OpenCV v3.4.X to execute AMD OpenCV extensions

MIVisionX Dependency Map

Docker Image: docker pull kiritigowda/ubuntu-18.04:{TAGNAME}

• 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 librali.so - Radeon Augmentation Library rali_pybind.so - rocAL Pybind Lib