Brokefish / training.json
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The 24-hour network (t24h-adamw-int8, step 10303)
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{
"run": "t24h-adamw-int8",
"step": 10303,
"games": 430122,
"positions": 51834880,
"seconds": {
"self_play": 74282.77617749186,
"gradient": 11168.833350930203
},
"train_config": {
"n_sims": 128,
"batch_games": 1024,
"e_cap": 96,
"tau_plies": 30,
"eps": 0.25,
"alpha": 0.3,
"terminal_collapse": true,
"gumbel": true,
"gumbel_m": 16,
"gumbel_scale": 1.0,
"fp8": false,
"int8": true,
"pcr_p": 0.0,
"pcr_fast_sims": 64,
"sims_schedule": [],
"window_games": 20000,
"mean_plies": 350,
"max_plies": 512,
"buffer_dir": null,
"buffer_in_memory": false,
"samples_per_position": 0.8150000000000001,
"samples_per_game": 65.2,
"batch": 4096,
"micro_batch": 1024,
"momentum": 0.9,
"l2": 0.0001,
"optimizer": "adamw",
"betas": [
0.9,
0.95
],
"adam_wd": 0.01,
"aux_wd": null,
"grad_clip": 1.0,
"aux_lr": 0.001,
"muon_momentum": 0.95,
"muon_qkv_split": true,
"muon_head_group": 8,
"muon_ns_steps": 5,
"muon_ns_scheme": "polar",
"normuon": false,
"lr_schedule": [
[
0.0,
0.001
]
],
"total_steps": 9800,
"warmup_steps": 30,
"decay": "cosine",
"lr_min": 5e-05,
"moves_per_phase": 10,
"checkpoint_every": 200,
"keep_checkpoints": true,
"puzzle_probe": true,
"puzzle_limit": 20000,
"buffer_snapshot_every": 10000,
"autocast": true,
"value_weight": 1.0,
"compile": false,
"min_records": 0,
"euros_per_hour": 0.0,
"strict_labels": true,
"audit_every": 100,
"collect_search_stats": true,
"deterministic": true,
"seed": 0,
"impl": "cuda",
"encoder": "cuda"
}
}