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galthran-wq / face-recognition-service / 22819520399
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Build:
DEFAULT BRANCH: master
Ran 08 Mar 2026 10:48AM UTC
Jobs 1
Files 14
Run time 1min
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08 Mar 2026 10:48AM UTC coverage: 74.407% (-0.9%) from 75.283%
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TensorRT FP16, GIL-free alignment, and threaded batch processing (#4)

- Enable TensorRT EP with FP16 via FACE_USE_TENSORRT env var (1.5-2.3x speedup)
- Replace skimage SimilarityTransform with pure numpy lstsq (1.5x faster, releases GIL)
- Parallelize image decoding and face alignment in batch endpoints with ThreadPoolExecutor
- Add CUDA EP provider_options (arena strategy, cuDNN exhaustive search)
- Inject ORT SessionOptions via PickableInferenceSession monkey-patch
- Increase max batch size from 20 to 64
- Add TensorRT runtime libs to Dockerfile.gpu
- Add GPU performance section to README with benchmark results
- Add quality comparison, batch profiling, and GIL test benchmarks

Batch=32 embed pipeline: 531ms → 359ms (1.5x). Single-image embed: 78ms → ~14ms.
FP16 embedding quality: cosine similarity 0.9998+ vs FP32.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

45 of 91 new or added lines in 2 files covered. (49.45%)

3 existing lines in 1 file now uncovered.

439 of 590 relevant lines covered (74.41%)

0.74 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
46
53.85
3.58% src/services/face_provider/insightface.py

Uncovered Existing Lines

Lines Coverage ∆ File
3
53.85
3.58% src/services/face_provider/insightface.py
Jobs
ID Job ID Ran Files Coverage
1 22819520399.1 08 Mar 2026 10:48AM UTC 14
74.41
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Source Files on build 22819520399
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