exadel-inc / exadel-inc/compreface-python-sdk

Fail to add example when using Mobilenet-gpu/SubCenter-ArcFace-r100-gpu

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Dominant language
Python
Stars
167
Forks
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Description

When I use Mobilenet-gpu/SubCenter-ArcFace-r100-gpu, I can create subjects but can not add examples into subjects through SDK.
And then, I try to use UI to add examples, and get the error as follows.

Error during synchronization between Servers: [500 INTERNAL SERVER ERROR] during [POST] to [http://compreface-core:3000/find_faces] [FacesFeignClient#finFaces(MultipartFile, Integer, Double, String)]:[{"message:":"MXNetError: Trackback (most recent call last):\n File\":/include/mshadow/././././cuda/tensor_gpu-inl.cuh\",line128 \nName:Check failed:err == cudaSuccess (209 vs. 0): MapPlanKernel ErrStr:no kernel image is available for execution on the device"}]! File Name: Aaron_Eckhart_0001.jpg

Contributor guide

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Research direction

Start by reproducing the SDK add-example flow with Mobilenet-gpu or SubCenter-ArcFace-r100-gpu and inspect the /find_faces request path and the reported MXNet CUDA error. Compare the failing GPU configuration with the model's supported device requirements; done means the example can be added successfully or the incompatibility is clearly identified and documented.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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