MIVisionX for ROCm 5.1.0

kiritigowda released this 29 Mar 21:07

· 413 commits to master since this release

f5f7fe1

Online Documentation

MIVisionX Documentation

MIVisionX 2.1.0 (Unreleased)

Added

Windows 11 support
New Tests - AMD_MEDIA
Docker - ROCm 5.0+ support

Optimizations

Readme Updates
HIP Buffer Transfer - Eliminate cupy usage

Changed

Backend - Default Backend set to HIP

Fixed

Model Compiler - OpenCV Link Errors
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-4.2.0
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

Package install requires OpenCV V-3+ to execute AMD OpenCV extensions

MIVisionX Dependency Map

Docker Image: sudo docker build -f docker/ubuntu20/{DOCKER_LEVEL_FILE_NAME}.dockerfile -t {mivisionx-level-NUMBER} .

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

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