Error extracting pose when deploying on Docker

[smartinezbragado]

I am trying to deploy the model on a GPU machine using Docker containers. The inference works well but the extraction of the pose fails bc of a limitation on the resource usage.

Error:

ValueError: not allowed to raise maximum limit

Description

When running the pose_align.py script, a ValueError is raised indicating that the maximum limit for file descriptors cannot be increased. This error occurs during the initialization of the DWposeDetector in the run_align_video_with_filterPose_translate_smooth function.

Error Log

2024-06-10T18:02:00.973592162Z Traceback (most recent call last):
2024-06-10T18:02:00.973623702Z File "/muse_pose/pose_align.py", line 556, in
2024-06-10T18:02:00.973628712Z main()
2024-06-10T18:02:00.973633572Z File "/muse_pose/pose_align.py", line 551, in main
2024-06-10T18:02:00.974056225Z run_align_video_with_filterPose_translate_smooth(args)
2024-06-10T18:02:00.974070052Z File "/muse_pose/pose_align.py", line 270, in run_align_video_with_filterPose_translate_smooth
2024-06-10T18:02:00.974073629Z detector = DWposeDetector(
2024-06-10T18:02:00.974077346Z File "/muse_pose/pose/script/dwpose.py", line 72, in init
2024-06-10T18:02:00.974079570Z from pose.script.wholebody import Wholebody
2024-06-10T18:02:00.974082726Z File "/muse_pose/pose/script/wholebody.py", line 14, in
2024-06-10T18:02:00.974085692Z from mmpose.apis import inference_topdown
2024-06-10T18:02:00.974087976Z File "/usr/local/lib/python3.10/site-packages/mmpose/apis/init.py", line 2, in
2024-06-10T18:02:00.974102573Z from .inference import (collect_multi_frames, inference_bottomup,
2024-06-10T18:02:00.974105359Z File "/usr/local/lib/python3.10/site-packages/mmpose/apis/inference.py", line 16, in
2024-06-10T18:02:00.974107544Z from mmpose.datasets.datasets.utils import parse_pose_metainfo
2024-06-10T18:02:00.974109838Z File "/usr/local/lib/python3.10/site-packages/mmpose/datasets/init.py", line 2, in
2024-06-10T18:02:00.974112643Z from .builder import build_dataset
2024-06-10T18:02:00.974114777Z File "/usr/local/lib/python3.10/site-packages/mmpose/datasets/builder.py", line 20, in
2024-06-10T18:02:00.974116961Z resource.setrlimit(resource.RLIMIT_NOFILE, (soft_limit, hard_limit))
2024-06-10T18:02:00.974119205Z ValueError: not allowed to raise maximum limit
.
python:3.10-slim running on Linux