Add YOLO11 TensorRT quantization benchmark scripts

- Engine build scripts (FP16/INT8)
- Benchmark validation scripts
- Result parsing and analysis tools
- COCO dataset configuration
This commit is contained in:
2026-01-29 13:59:42 +08:00
commit 942244bd88
34 changed files with 3514 additions and 0 deletions

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test_engine_trtexec.bat Normal file
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@echo off
echo ============================================
echo Test FP16 480p engine with trtexec
echo ============================================
call conda activate yolo
echo [TEST] Direct inference with trtexec...
trtexec --loadEngine=yolo11n_fp16_480.engine --shapes=images:1x3x480x480 --iterations=10 --noDataTransfers --useCudaGraph
echo.
echo Done.
pause