Changelog

Changelog#

Online Documentation#

MIVisionX Documentation

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

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