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

21
fix_fp16_engine.bat Normal file
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@echo off
echo ============================================
echo Rebuild FP16-480p with Ultralytics export
echo (includes required metadata for yolo val)
echo ============================================
call conda activate yolo
echo [1/2] Delete old engine...
del /Q yolo11n_fp16_480.engine 2>nul
echo Done.
echo.
echo [2/2] Build FP16-480p engine with yolo export...
yolo export model=yolo11n.pt format=engine imgsz=480 device=0 half=True
echo.
echo Engine built: yolo11n_fp16_480.engine
echo.
echo Now run: full_coco_benchmark.bat
pause