Janis
dceab0875e
Build & Test (NowChessSystems) TeamCity build finished
Co-authored-by: Janis <janis@nowchess.de> Reviewed-on: #33 Co-authored-by: Janis <janis.e.20@gmx.de> Co-committed-by: Janis <janis.e.20@gmx.de>
67 lines
1.6 KiB
Batchfile
67 lines
1.6 KiB
Batchfile
@echo off
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REM NNUE Training Pipeline for Windows
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setlocal enabledelayedexpansion
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echo.
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echo === NNUE Training Pipeline ===
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echo.
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REM Get the directory where this script is located
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set SCRIPT_DIR=%~dp0
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cd /d "%SCRIPT_DIR%"
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REM Step 1: Generate positions
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echo Step 1: Generating 500,000 random positions...
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python generate_positions.py positions.txt
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if not exist positions.txt (
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echo ERROR: positions.txt not created
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exit /b 1
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)
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echo [OK] Positions generated
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echo.
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REM Step 2: Label positions with Stockfish
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echo Step 2: Labeling positions with Stockfish (depth 12^)...
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if "%STOCKFISH_PATH%"=="" (
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set STOCKFISH_PATH=stockfish
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)
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python label_positions.py positions.txt training_data.jsonl "%STOCKFISH_PATH%"
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if not exist training_data.jsonl (
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echo ERROR: training_data.jsonl not created
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exit /b 1
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)
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echo [OK] Positions labeled
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echo.
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REM Step 3: Train NNUE model
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echo Step 3: Training NNUE model (20 epochs^)...
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python train_nnue.py training_data.jsonl nnue_weights.pt
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if not exist nnue_weights.pt (
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echo ERROR: nnue_weights.pt not created
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exit /b 1
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)
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echo [OK] Model trained
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echo.
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REM Step 4: Export weights to Scala
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echo Step 4: Exporting weights to Scala...
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python export_weights.py nnue_weights.pt ..\src\main\scala\de\nowchess\bot\bots\nnue\NNUEWeights.scala
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if not exist ..\src\main\scala\de\nowchess\bot\bots\nnue\NNUEWeights.scala (
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echo ERROR: NNUEWeights.scala not created
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exit /b 1
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)
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echo [OK] Weights exported
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echo.
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echo === Pipeline Complete ===
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echo.
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echo Next steps:
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echo 1. Navigate to project root: cd ..\..
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echo 2. Compile: .\compile.bat
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echo 3. Test: .\test.bat
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echo.
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endlocal
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