exadel-inc / exadel-inc/compreface-python-sdk
Fail to add example when using Mobilenet-gpu/SubCenter-ArcFace-r100-gpu
- Dominant language
- Python
- Stars
- 167
- Forks
- 55
- PR merge metrics
- No merged PRs in 30d
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