MIVisionX 2.0.0

kiritigowda released this 21 Dec 04:59

· 435 commits to master since this release

Release Notes

Online Documentation

MIVisionX Documentation

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

MIVisionX Dependency Map

Docker Image: docker pull kiritigowda/ubuntu-18.04:{TAGNAME}

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

Assets 2