Checkpoint iteration 10
Browse files
runs/policy_spatial_v13/metadata_iter_010.json
ADDED
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{
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"iteration": 10,
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"timestamp": "2026-05-24T05:15:06.812822+00:00",
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"buffer_size": 3249,
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"config": {
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"iterations": 600,
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"episodes_per_iter": 6,
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"mcts_sims": 800,
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"c_puct": 1.25,
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"temp_threshold": 28,
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"add_noise": true,
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"seed": 42,
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| 13 |
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"verbose_logs": true,
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"episode_log_every": 25,
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"epochs": 1,
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"batch_size": 128,
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| 17 |
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"learning_rate": 0.0003,
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| 18 |
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"weight_decay": 0.0001,
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| 19 |
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"value_loss_coeff": 0.5,
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"reward_shaping_enabled": true,
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| 21 |
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"reward_shaping_scale": 0.1,
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| 22 |
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"reward_shaping_gamma": 0.99,
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"reward_shaping_material_weight": 0.6,
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"reward_shaping_mobility_weight": 0.4,
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"reward_shaping_draw_penalty": 0.1,
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"league_enabled": true,
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| 27 |
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"league_path": "checkpoints/league_ratings.json",
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| 28 |
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"league_checkpoint_pool_top_k": 3,
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| 29 |
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"league_checkpoint_pool_min_games": 4,
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"league_selfplay_checkpoint_prob": 0.55,
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| 31 |
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"league_champion_games": 6,
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| 32 |
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"buffer_size": 50000,
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| 33 |
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"val_split": 0.1,
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| 34 |
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"shuffle_train_val_split": true,
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| 35 |
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"train_recent_fraction": 0.7,
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| 36 |
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"train_recent_window_fraction": 0.4,
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| 37 |
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"d_model": 384,
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| 38 |
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"nhead": 12,
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| 39 |
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"num_layers": 12,
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| 40 |
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"dim_feedforward": 1536,
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| 41 |
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"dropout": 0.1,
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| 42 |
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"log_dir": "/kaggle/working/logs",
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| 43 |
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"checkpoint_dir": "/kaggle/working/checkpoints",
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| 44 |
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"save_every": 1,
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| 45 |
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"keep_last_n_local_checkpoints": 3,
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| 46 |
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"keep_last_n_log_versions": 2,
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| 47 |
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"keep_last_n_hf_checkpoints": 3,
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| 48 |
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"onnx_path": "ataxx_model.onnx",
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| 49 |
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"export_onnx": false,
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| 50 |
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"hf_enabled": true,
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| 51 |
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"hf_repo_id": "dieg0code/ataxx-zero",
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| 52 |
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"hf_run_id": "policy_spatial_v13",
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| 53 |
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"hf_bootstrap_run_id": "",
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| 54 |
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"hf_reset_iteration": false,
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| 55 |
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"hf_token_env": "HF_TOKEN",
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| 56 |
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"hf_local_dir": "/kaggle/working/hf_checkpoints",
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| 57 |
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"wandb_enabled": true,
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| 58 |
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"wandb_project": "ataxx-zero",
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| 59 |
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"wandb_entity": "dieg0code-ai",
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| 60 |
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"wandb_run_name": "policy_spatial_v13",
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| 61 |
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"max_pending_hf_uploads": 12,
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| 62 |
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"hf_upload_future_timeout_s": 900.0,
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| 63 |
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"show_progress_bar": false,
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| 64 |
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"trainer_log_every_n_steps": 99999,
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| 65 |
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"monitor_log_every": 5,
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| 66 |
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"epoch_pulse_every": 2,
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| 67 |
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"num_workers": 2,
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| 68 |
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"persistent_workers": true,
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| 69 |
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"strict_probs": false,
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| 70 |
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"trainer_devices": 2,
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| 71 |
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"trainer_strategy": "ddp_spawn",
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| 72 |
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"trainer_precision": "16-mixed",
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| 73 |
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"trainer_benchmark": true,
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| 74 |
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"ddp_timeout_seconds": 180,
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| 75 |
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"mcts_use_amp": true,
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| 76 |
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"mcts_cache_size": 100000,
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| 77 |
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"mcts_leaf_batch_size": 32,
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| 78 |
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"mcts_dirichlet_alpha": 0.1,
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| 79 |
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"mcts_dirichlet_frac": 0.25,
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| 80 |
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"fail_on_selfplay_parallel_error": false,
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| 81 |
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"fail_on_hf_upload_error": false,
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| 82 |
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"opponent_self_prob": 0.45,
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| 83 |
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"opponent_heuristic_prob": 0.0,
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| 84 |
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"opponent_random_prob": 0.05,
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| 85 |
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"opponent_heuristic_level": "normal",
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| 86 |
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"opponent_heuristic_epsilon": 0.0,
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| 87 |
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"opponent_heuristic_easy_prob": 0.2,
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| 88 |
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"opponent_heuristic_normal_prob": 0.5,
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| 89 |
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"opponent_heuristic_hard_prob": 0.3,
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| 90 |
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"model_side_swap_prob": 0.5,
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| 91 |
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"eval_enabled": true,
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| 92 |
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"eval_every": 6,
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| 93 |
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"eval_games": 64,
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| 94 |
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"eval_sims": 256,
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| 95 |
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"eval_heuristic_level": "hard",
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| 96 |
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"eval_heuristic_levels": "easy,normal,hard,apex,gambit,sentinel",
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| 97 |
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"restore_best_on_regression": false,
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| 98 |
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"eval_regression_delta": 0.06,
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| 99 |
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"eval_regression_patience": 2,
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| 100 |
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"baseline_checkpoint": "liga",
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| 101 |
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"baseline_hf_run_id": "policy_spatial_v8",
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| 102 |
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"baseline_composite": 0.85,
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| 103 |
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"baseline_h2h_min_score": 0.25,
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| 104 |
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"eval_absolute_patience": 2,
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| 105 |
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"eval_absolute_delta": 0.03,
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| 106 |
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"eval_absolute_action": "abort",
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| 107 |
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"eval_absolute_abort_mode": "h2h",
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| 108 |
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"eval_absolute_min_iteration": 150,
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| 109 |
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"selfplay_workers": 2,
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| 110 |
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"selfplay_progress_every_s": 120.0,
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| 111 |
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"selfplay_episode_timeout_s": 1800.0,
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| 112 |
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"compile_model": false,
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| 113 |
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"quiet_mode": false,
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| 114 |
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"warmup_games": 0,
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| 115 |
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"warmup_epochs": 0,
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| 116 |
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"warmup_heuristic_level": "sentinel",
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| 117 |
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"warmup_heuristic_levels": "hard,apex,sentinel",
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| 118 |
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"pretrain_dataset_path": "/kaggle/working/data/curated/v13_pretrain.npz",
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| 119 |
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"pretrain_epochs": 3,
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| 120 |
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"human_replay_path": "/kaggle/working/data/curated/v13_human_replay.npz",
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| 121 |
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"human_batch_fraction": 0.2,
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| 122 |
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"human_value_mask": true,
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| 123 |
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"symmetry_augmentation": true,
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| 124 |
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"value_head_depth": 2,
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| 125 |
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"count_head_enabled": true,
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| 126 |
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"count_loss_coeff": 0.1,
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| 127 |
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"eval_composite_uses_h2h_only": true
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| 128 |
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},
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| 129 |
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"stats": {
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| 130 |
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"replay_size": 3249,
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| 131 |
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"best_eval_score": 0.00390625,
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| 132 |
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"train_loss_total": 4.827633857727051,
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| 133 |
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"train_loss_value": 1.9580296277999878,
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| 134 |
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"train_loss_policy": 3.8380746841430664,
|
| 135 |
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"train_value_mae": 0.9904497861862183,
|
| 136 |
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"train_policy_accuracy": 0.03966083005070686,
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| 137 |
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"train_lr": 0.0002999979769811034
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| 138 |
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}
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| 139 |
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}
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