feat: add rich console interface for NNUE training pipeline and update requirements
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{
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"version": 2,
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"date": "2026-04-07T23:50:05.390402",
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"num_positions": 6886,
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"stockfish_depth": 12,
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"epochs": 100,
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"batch_size": 4096,
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"learning_rate": 0.001,
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"final_val_loss": 0.007848377339541912,
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"device": "cuda",
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"checkpoint": "/mnt/d/Workspaces/NowChessSystems/modules/bot/python/weights/nnue_weights_v1.pt",
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"notes": "Win rate vs classical eval: TBD (requires benchmark games)"
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}
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