Changelog for MIVisionX

Documentation for MIVisionX is available at https://rocm.docs.amd.com/projects/MIVisionX/en/latest/doxygen/html/index.html

MIVisionX 3.1.0 (unreleased)

Changes

• Setup: rocdecode install disabled
• Package: rocdecode dependency removed

Removals

Optimizations

Resolved issues

Known issues

• Package install requires OpenCV manual install
• CentOS/RedHat/SLES requires FFMPEG Dev package manual install
• Hardware decode requires rocm usecase graphics

Upcoming changes

• Optimized audio augmentations support for VX_RPP

Tested configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 20.04 / 22.04
  • CentOS - 7
  • RHEL - 8 / 9
  • SLES - 15-SP5
• ROCm: rocm-core - 6.3.0.60300
• RPP - 1.9.0.60300
• miopen-hip - 3.2.0.60300
• migraphx - 2.11.0.60300
• OpenCV - 4.6.0
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V3.7.0

MIVisionX 3.0.0 for ROCm 6.3.0

Changes

• Support for advanced GPUs
• Support for PreEmphasis Filter augmentation in openVX extensions
• Support for Spectrogram augmentation in openVX extensions
• Support for Downmix and ToDecibels augmentations in openVX extensions
• Support for Resample augmentation and Operator overloading nodes in openVX extensions
• Support for NonSilentRegion and Slice augmentations in openVX extensions
• Support for Mel-Filter bank and Normalize augmentations in openVX extensions
• Tests - New Tests for all modules

Removals

• rocAL: Deprecated with V3.0.0, rocAL will be available at https://github.com/ROCm/rocAL

Optimizations

• Readme
• Setup - CentOS 7 support
• Setup - SLES 15 SP5 support
• FindPackage modules updated - FindMIVisionX

Resolved issues

• MIVisionX compatibility fix - Resample and pre-emphasis filter
• Docs - fix broken image links

Known issues

• Package install requires OpenCV manual install
• CentOS/RedHat/SLES requires FFMPEG Dev package manual install
• Hardware decode requires rocm usecase graphics

Upcoming changes

• Optimized audio augmentations support for VX_RPP

Tested configurations

• Windows 10 / 11
• Linux distribution
  • Ubuntu - 20.04 / 22.04
  • CentOS - 7
  • RHEL - 8 / 9
  • SLES - 15-SP5
• ROCm: rocm-core - 6.3.0.60300
• RPP - 1.9.0.60300
• miopen-hip - 3.2.0.60300
• migraphx - 2.11.0.60300
• OpenCV - 4.6.0
• FFMPEG - n4.4.2
• Dependencies for all the above packages
• MIVisionX Setup Script - V3.6.0

MIVisionX 2.5.0

Additions

• CTest: Tests for install verification
• Hardware support updates
• Doxygen support for API documentation

Optimizations

• CMakeList Cleanup
• Readme

Changes

• rocAL: PyBind Link to prebuilt library
  • PyBind11
  • RapidJSON
• Setup Updates
• RPP - Use package install
• Dockerfiles: Updates & bugfix
• CuPy - No longer installed with setup.py

Fixes

• 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 - [1.5.0]
• FFMPEG - n4.4.2
• Dependencies for all preceding packages
• MIVisionX setup script - V2.6.1

Known issues

• OpenCV 4.X support for some applications is missing
• MIVisionX package install requires manual prerequisites installation

MIVisionX 2.4.0

Additions

• OpenVX FP16 Support
• rocAL: CPU, HIP, & OCL backends
• AMD RPP: CPU, HIP, amd 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 and cleanup

Changes

• rocAL: Changing Python lib path
• Docker support: Ubuntu 18 support has been dropped
• RPP: Link to Version 1.0.0
• rocAL: Support updates
• Setup updates

Fixes

• 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 preceding packages
• MIVisionX setup script - V2.4.2

Known issues

• OpenCV 4.X support for some applications is missing

MIVisionX 2.3.0

Additions

• Zen DNN samples
• OpenCV extension tests
• rocAL SPACK support
• AMD custom extension

Optimizations

• MIGraphX updates
• Model compiler scripts

Changes

• CMakeList: Find HIP updates

Fixes

• 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 preceding packages
• MIVisionX setup script - V2.3.7

Known issues

• OpenCV 4.X support for some applications is missing

MIVisionX 2.2.0

Additions

• Docker support for ROCm 5.1.3

Optimizations

• MIGraphX: Implementation and samples

Changes

• DockerFiles: Updates to install ROCm 5.1.1 Plus

Fixes

• Minor bugs in setup and 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 preceding packages
• MIVisionX setup script - V2.3.2

Known issues

• OpenCV 4.X support for some applications is missing

MIVisionX 2.1.0

Additions

• New Tests: AMD_MEDIA

Optimizations

• Readme updates
• HIP buffer transfer: Eliminate cupy usage

Changes

• Backend: Default backend has been set to HIP
• DockerFiles: Updates to install ROCm 5.0 Plus
• RPP: Upgraded to V0.93

Fixes

• 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 preceding 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

Additions

• 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, and equal ONNX operators)

Optimizations

• Code cleanup
• Readme updates

Changes

• License updates

Fixes

• Minor bugs and warnings
• Inference server application: OpenCL backend
• vxCreateThreshold fix: applications and 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 preceding 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

Additions

• OpenVX 1.3: vision feature set
• Conformance test script
• HIP backend support for OpenVX and OpenVX extensions

Optimizations

• Improved rocAL performance
• Improved the performance of OpenVX OpenCL backend functions

Changes

• Docker build files

Fixes

• 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 preceding packages
• MIVisionX Setup Script - V2.0.0

Known issues

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