Changelog

Online Documentation

MIVisionX Documentation

MIVisionX 2.5.0

Added

• CTest - Tests for install verification
• Hardware Support updates
• Doxygen - Support for API documentation

Optimizations

• CMakeList Cleanup
• Readme

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 - 1.2.0.50700-63
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.5.5

Known issues

• OpenCV 4.X support for some apps missing
• MIVisionX Package install requires manual prerequisites installation

MIVisionX 2.4.0

Added

• OpenVX FP16 Support
• rocAL - CPU, HIP, & OCL backends
• AMD RPP - CPU, HIP, & OCL backends
• MIVisionX Setup Support for RHEL
• Extended OS Support
• Docker Support for Ubuntu 22.04
• Tests

Optimizations

• CMakeList Cleanup
• MIGraphX Extension Updates
• rocAL - Documentation
• CMakeList Updates & Cleanup

Changed

• rocAL - Changing Python Lib Path
• Docker Support - Ubuntu 18 Support Dropped
• RPP - Link to Version 1.0.0
• rocAL - support updates
• Setup Updates

Fixed

• rocAL bug fix and updates
• AMD RPP - bug fixes
• CMakeLists - Issues
• RPATH - Link Issues

Tested Configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 20.04 / 22.04
  • CentOS - 7 / 8
  • RHEL - 8 / 9
  • SLES - 15-SP3
• ROCm: rocm-core - 5.4.3.50403-121
• miopen-hip - 2.19.0.50403-121
• miopen-opencl - 2.18.0.50300-63
• migraphx - 2.4.0.50403-121
• Protobuf - V3.12.4
• OpenCV - 4.6.0
• RPP - 1.0.0
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.4.2

Known issues

• OpenCV 4.X support for some apps missing

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 2.2.0

Added

• Docker Support for ROCm 5.1.3

Optimizations

• MIGraphX - Implementation & Samples

Changed

• DockerFiles - Updates to install ROCm 5.1.1 Plus

Fixed

• Minor bugs in setup & test scripts

Tested Configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 18.04 / 20.04
  • CentOS - 7 / 8
  • SLES - 15-SP2
• ROCm: rocm-core - 5.1.3.50103-66
• miopen-hip - 2.16.0.50101-48
• miopen-opencl - 2.16.0.50101-48
• migraphx - 2.1.0.50101-48
• Protobuf - V3.12.4
• OpenCV - 4.5.5
• RPP - 0.93
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.3.2

Known issues

• OpenCV 4.X support for some apps missing

MIVisionX 2.1.0

Added

• New Tests - AMD_MEDIA

Optimizations

• Readme Updates
• HIP Buffer Transfer - Eliminate cupy usage

Changed

• Backend - Default Backend set to HIP
• DockerFiles - Updates to install ROCm 5.0 Plus
• RPP - Upgraded to V0.93

Fixed

• Minor bugs and warnings
• AMD_MEDIA - Bug Fixes

Tested Configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 18.04 / 20.04
  • CentOS - 7 / 8
  • SLES - 15-SP2
• ROCm: rocm-core - 5.0.0.50000-49
• rocm-cmake - rocm-5.1.1
• MIOpenGEMM - 1.1.5
• MIOpen - 2.14.0
• Protobuf - V3.12.0
• OpenCV - 4.5.5
• RPP - 0.93
• FFMPEG - n4.0.4
• Dependencies for all the above packages
• MIVisionX Setup Script - V2.1.1

Known issues

• CMakeList.txt Warnings - With ROCm CMake Version MIVisionX will have cmake warnings

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 2.0.0

Added

• Added OpenVX 1.3 - Vision Feature Set
• Added Conformance Test Script
• HIP Backend Support for OpenVX and OpenVX Extensions

Optimizations

• Improved performance of rocAL
• Improved performance of OpenVX OpenCL Backend Functions

Changed

• Docker Build Files

Fixed

• MIVisionX-setup.py install on Linux
• Fixed out-of-bounds read for OpenVX OpenCL Kernels
• OpenVX - optical flow segfault fix

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