58 lines
1.1 KiB
YAML
58 lines
1.1 KiB
YAML
run:
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experiment_name: ismcts-default
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max_iterations: 500
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seed: 1
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device: cuda
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rules:
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n_colors: 5
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n_ranks: 9
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min_rank: 2
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n_handshakes: 3
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hand_size: 8
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expedition_penalty: -20
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bonus_threshold: 8
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bonus_amount: 20
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encoding:
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derived_playability: true
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slot_aware_playability: true
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network:
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kind: mlp
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hidden_size: 768
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num_layers: 4
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activation: relu
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mcts:
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n_simulations: 50
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c_puct: 5.0
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max_depth: 200
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parallel_simulations: 64
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virtual_loss_value: 5.0
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eval_n_simulations: 16
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rollout_policy: heuristic_balanced
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use_rollout_value: false
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root_dirichlet_alpha: 0.3
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root_dirichlet_epsilon: 0.4
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temperature:
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training: 1.0
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eval: 0.0
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training:
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games_per_iter: 10
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gradient_steps_per_iter: 10
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batch_size: 128
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replay_capacity: 100000
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interleave_games: 8
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interleave_max_batch: 64
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num_workers: 8
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worker_device: cuda
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optimization:
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learning_rate: 0.0003
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grad_clip: 5.0
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checkpoint:
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save_every: 20
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save_latest: true
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evaluation:
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eval_every: 5
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games: 5
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opponents: [random, discard-only, heuristic-cautious]
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max_steps: 500
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num_workers: 8
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