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conf.yml
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conf.yml
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game_name: ConnectX
game_kwargs: {width: 7, height: 6, x: 4}
#game_name: CrossKalah
#game_kwargs: {seeds: 6, houses: 6}
net_kwargs: {num_layers: 9, num_filters: 256}
mcts_kwargs: {num_simulations: 512,
virtual_threads: 8,
ply_deterministic: 8,
c_puct: 5,
alpha: 0.03,
eta: 0.25,
n_vl: 3}
train_kwargs: { batch_size: 2048,
num_batches_per_step: 1,
buffer_size: 3_000_000,
min_buffer_size: 1,
num_iter_per_publish: 2,
num_iter_per_ckp: 1000,
max_iter: 100000,
lr: 0.2,
steps_per_observation: 4, # Alpha Go Zero was in range [ 0.3 - 0.75 ]!
momentum: 0.9,
weight_decay: 0.0001,
lr_decay_step: [60000]
}