exadel-inc / exadel-inc/CompreFace

Unraid ArcfaceGPU1.2 is causing CPU usage to sky rocket and freeze server

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Description

I am having issues where the CPU usage rockets sky high after running compreface for a few hours. You can see from the image attached the CPU usage spike until i stop the compreface container, usage goes up to around 90%.

Template is the GPU arcface 1.2 repository. How can i check if it is using the GPU as surely with the spike in CPU usage which is also causing CPU temps to reach over 70C shows that its not running on the GPU?

I have latest Nvidia drivers 535.113.01 and frigate is using GPU and a TPU.
Unraid version 6.12.4
![Screenshot_20231003_215029_Brave](https://github.com/exadel-inc/CompreFace/assets/73787006/03ce04e7-a518-4b8c-86de-bb47ed2af0ad)
![Screenshot_20231003_214225_Brave](https://github.com/exad
![Screenshot 2023-10-04 074445](https://github.com/exadel-inc/CompreFace/assets/73787006/564570ec-3d12-40e9-b34c-91dc1c852e8b)
el-inc/CompreFace/assets/73787006/226839b0-7b66-4191-9bd5-7d971b2bacec)

Contributor guide

Open the contributing guide

Research direction

Start by inspecting the GPU ArcFace 1.2 repository template and the CompreFace container's GPU usage on Unraid. Check whether the container is using the GPU with the reported Nvidia driver and compare CPU and GPU behavior while it runs; done means the CPU no longer spikes enough to freeze the server and GPU use is confirmed.

Written by the indexing model from the issue text.

Assessment

Tech stack
docker
Domain
computer-vision, infrastructure
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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