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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export_and_test.bat Normal file
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@echo off
echo ============================================
echo Build FP16 480p using Ultralytics export
echo (includes required metadata)
echo ============================================
call conda activate yolo
echo [1/2] Export FP16 480p engine with metadata...
yolo export model=yolo11n.pt format=engine imgsz=480 device=0 half=True
echo.
echo [2/2] Test FP16 480p...
yolo val model=yolo11n.engine data=coco.yaml imgsz=480 batch=1 device=0 classes=0,1,2,3,5,7 > fp16_480_results.txt 2>&1
echo.
echo Done. Run: python parse_simple.py
pause