- Engine build scripts (FP16/INT8) - Benchmark validation scripts - Result parsing and analysis tools - COCO dataset configuration
43 lines
1.1 KiB
Batchfile
43 lines
1.1 KiB
Batchfile
@echo off
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chcp 65001 >nul
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echo ============================================
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echo YOLO INT8 TensorRT Validation Script
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echo ============================================
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echo.
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REM 激活虚拟环境
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echo Activating yolo virtual environment...
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call conda activate yolo
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echo.
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REM 检查engine文件
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if not exist yolo11n_int8_b1_8.engine (
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echo ERROR: yolo11n_int8_b1_8.engine not found!
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echo Please build the engine first using: build_engine.bat
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pause
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exit /b 1
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)
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echo Validating INT8 TensorRT Engine with COCO dataset...
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echo Engine: yolo11n_int8_b1_8.engine
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echo.
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REM 使用rect=False确保输入尺寸为640x640
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yolo val model=yolo11n_int8_b1_8.engine data=coco.yaml imgsz=640 rect=False
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if %errorlevel% equ 0 (
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echo.
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echo ============================================
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echo Validation completed successfully!
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echo ============================================
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) else (
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echo.
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echo ============================================
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echo Validation failed!
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echo ============================================
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pause
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exit /b 1
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)
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pause
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