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ataxx-zero

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ataxx-zero
File size: 2,844 Bytes
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{
  "iteration": 2,
  "timestamp": "2026-03-08T04:52:48.689881+00:00",
  "buffer_size": 2813,
  "config": {
    "iterations": 220,
    "episodes_per_iter": 20,
    "mcts_sims": 160,
    "c_puct": 1.5,
    "temp_threshold": 28,
    "add_noise": true,
    "seed": 42,
    "verbose_logs": true,
    "episode_log_every": 25,
    "epochs": 2,
    "batch_size": 224,
    "learning_rate": 0.0003,
    "weight_decay": 0.0001,
    "value_loss_coeff": 0.5,
    "buffer_size": 50000,
    "val_split": 0.1,
    "shuffle_train_val_split": true,
    "train_recent_fraction": 0.7,
    "train_recent_window_fraction": 0.4,
    "d_model": 128,
    "nhead": 8,
    "num_layers": 6,
    "dim_feedforward": 512,
    "dropout": 0.1,
    "log_dir": "/kaggle/working/logs",
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    "save_every": 1,
    "keep_last_n_local_checkpoints": 256,
    "keep_last_n_log_versions": 2,
    "keep_last_n_hf_checkpoints": 3,
    "onnx_path": "ataxx_model.onnx",
    "export_onnx": false,
    "hf_enabled": true,
    "hf_repo_id": "dieg0code/ataxx-zero",
    "hf_run_id": "policy_spatial_v3",
    "hf_bootstrap_run_id": "policy_spatial_v2",
    "hf_reset_iteration": true,
    "hf_token_env": "HF_TOKEN",
    "hf_local_dir": "hf_checkpoints",
    "max_pending_hf_uploads": 6,
    "hf_upload_future_timeout_s": 900.0,
    "show_progress_bar": false,
    "trainer_log_every_n_steps": 99999,
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    "epoch_pulse_every": 1,
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    "persistent_workers": true,
    "strict_probs": false,
    "trainer_devices": 2,
    "trainer_strategy": "ddp_spawn",
    "trainer_precision": "16-mixed",
    "trainer_benchmark": true,
    "ddp_timeout_seconds": 120,
    "mcts_use_amp": true,
    "mcts_cache_size": 100000,
    "mcts_leaf_batch_size": 32,
    "fail_on_selfplay_parallel_error": false,
    "fail_on_hf_upload_error": false,
    "opponent_self_prob": 0.45,
    "opponent_heuristic_prob": 0.5,
    "opponent_random_prob": 0.05,
    "opponent_heuristic_level": "normal",
    "opponent_heuristic_easy_prob": 0.2,
    "opponent_heuristic_normal_prob": 0.5,
    "opponent_heuristic_hard_prob": 0.3,
    "model_side_swap_prob": 0.5,
    "eval_enabled": true,
    "eval_every": 6,
    "eval_games": 12,
    "eval_sims": 160,
    "eval_heuristic_level": "hard",
    "eval_heuristic_levels": "hard,apex,sentinel",
    "restore_best_on_regression": true,
    "eval_regression_delta": 0.03,
    "eval_regression_patience": 2,
    "selfplay_workers": 2,
    "selfplay_progress_every_s": 45.0,
    "selfplay_episode_timeout_s": 600.0,
    "compile_model": false,
    "quiet_mode": false,
    "warmup_games": 240,
    "warmup_epochs": 3,
    "warmup_heuristic_level": "sentinel",
    "warmup_heuristic_levels": "hard,apex,sentinel"
  },
  "stats": {
    "replay_size": 2813,
    "best_eval_score": -1.0
  }
}