Release - Dockerfiles with Fixed Model Downloads - CPU / CPU + CUDA + cuDNN about openpose HOT 3 OPEN

Dockerfiles, example usage, and expected output can be found here:

• https://github.com/hiibolt/igait-openpose/blob/main/README.md

CPU + Python API + CUDA + cuDNN Docker Image:

• https://github.com/users/hiibolt/packages/container/package/igait-openpose
• ghcr.io/hiibolt/igait-openpose:latest

from openpose.

Nice! But I think the problem that needs to be fixed first is the performance degradation using cudnn>=8, or else a docker update might not be any useful.
Does 18.04+CUDA11+cudnn8 make a performant combo?

from openpose.

Nice! But I think the problem that needs to be fixed first is the performance degradation using cudnn>=8, or else a docker update might not be any useful. Does 18.04+CUDA11+cudnn8 make a performant combo?

It has been very performant for our use case so far, the computation time for x2 57 second videos at 1080p (~60MB each) is less than a minute. Sadly, I do not have computation times for CuDNN<8 to compare to.

Specs:
Allocated CPU: 1 VCPU from AMD EPYC 7713
Allocated RAM: 1GB from 512GB pool
Allocated GPU: NVIDIA A100
Launch Arguments: --video "..." --display 0 --write_video "..." --write_json "..."

[ :3 - Starting OpenPose pose estimation... - :3 ]
Starting OpenPose demo...
Configuring OpenPose...
Starting thread(s)...
Auto-detecting all available GPUs... Detected 1 GPU(s), using 1 of them starting at GPU 0.
Empty frame detected, frame number 0 of 479. In /openpose/src/openpose/producer/producer.cpp:checkFrameIntegrity():290
OpenCV: FFMPEG: tag 0x47504a4d/'MJPG' is not supported with codec id 8 and format 'mov / QuickTime / MOV'
OpenCV: FFMPEG: fallback to use tag 0x6765706a/'jpeg'
OpenPose demo successfully finished. Total time: 19.738495 seconds.
Starting OpenPose demo...
Configuring OpenPose...
Starting thread(s)...
Auto-detecting all available GPUs... Detected 1 GPU(s), using 1 of them starting at GPU 0.
OpenCV: FFMPEG: tag 0x47504a4d/'MJPG' is not supported with codec id 8 and format 'mov / QuickTime / MOV'
OpenCV: FFMPEG: fallback to use tag 0x6765706a/'jpeg'
OpenPose demo successfully finished. Total time: 25.475751 seconds.
[ :3 - Finished OpenPose pose estimations! - :3 ]

from openpose.