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pose detection works, but not with hands and/or face - Ubuntu 20.04 GPU #2261
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could you please share how did you installed openpose? i tried based on the install from source. when i do the compilation, make -j |
Hello, it seems by the name of your directory that you may be using Docker - you can find Dockerfiles with cuDNN properly initialized in Issue #2290 |
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Issue Summary
I've successfully installed and re-installed openPose on two brand-new Ubuntu 20.04 systems, but I cant get hand or face detection to work.
If I only detect the pose (default), then the demo runs perfectly and produces keypoint json file output.
But when I run with -hand or -face, I get this error:
Check failed: status == CUDNN_STATUS_SUCCESS (1 vs. 0) CUDNN_STATUS_NOT_INITIALIZED
Type of Issue
Errors
When compiling, I get about a dozen of these warnings:
CUDNN_STATUS_VERSION_MISMATCH
(see below for more details on these warnings)
I'm working on an remote EC2 instance (no display), so I'm using these options when running:
-display 0 --render_pose 0 --write_json
System Configuration
AWS g4dn.4xlarge EC2 instance with NVIDIA Tesla T4 8GB GPU
(no display)
Ubuntu 20.04
CUDA 11.7. (11.7.99)
cuDNN: ver. 8.5.0
gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0
cmake: 3.18.0
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Jun__8_16:49:14_PDT_2022
Cuda compilation tools, release 11.7, V11.7.99
Build cuda_11.7.r11.7/compiler.31442593_0
I had to download the pose_25, hand, and face models from alternative sources (DropBox or Google Drive, I can't recall).
Compile Issues
When I compiled, I had 11 or 12 of these
CUDNN_STATUS_VERSION_MISMATCH
warnings, all from various components of caffe:Executed Command
build/examples/openpose/openpose.bin -image_dir examples/media/ -display 0 --render_pose 0 --write_json ../docker_work/data/ -hand -hand_render 0
OpenPose Output
OpenPose version: Latest GitHub code
Caffe version: Default from OpenPose
OpenCV version: pre-compiled
apt-get install libopencv-dev
I have reviewed a number of issues that seem related:
Google colab helper script #949
CUDNN_STATUS_VERSION_MISMATCH #2225
(no solution found so far)
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