Changelog for MIVisionX

Changelog for MIVisionX#

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

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 Version - 1.4.0

  • Dockerfiles: Updates & bugfix

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 - 1.4.0

  • FFMPEG - n4.4.2

  • Dependencies for all preceding packages

  • MIVisionX setup script - V2.5.6

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

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