β™ŸοΈ Chess Position Evaluator β€” V7 HULK

Ahmed Darwish | @engdarwish

Architecture

SE-ResNet-20 with Dual Head (Value + Policy)

Metric Value
Parameters 47,450,753
Best Val Loss 0.030174
Architecture SE-ResNet-20
Input 18Γ—8Γ—8 board tensor
Value Output [-1, 1] (tanh)
Policy Output 20,480 move logits

Training Data

  • Kaggle Chess Evaluations β€” 12.9M positions (Stockfish evals)
  • Lichess 2023-10 β€” 2M moves from ELO 2000+ games

Contact

πŸ“§ eahmeddarwish@gmail.com 🌐 GitHub

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