45 lines
626 B
Plaintext
45 lines
626 B
Plaintext
[data]
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num_nodes = 307
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lag = 12
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horizon = 12
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val_ratio = 0.2
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test_ratio = 0.2
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tod = False
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normalizer = std
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column_wise = False
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default_graph = True
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[model]
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type = type1
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g_type = agc
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input_dim = 2
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output_dim = 1
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embed_dim = 10
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hid_dim = 128
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hid_hid_dim = 128
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num_layers = 3
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cheb_order = 2
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[train]
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loss_func = mae
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seed = 10
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batch_size = 64
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epochs = 100
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lr_init = 0.001
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weight_decay = 1e-3
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lr_decay = False
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lr_decay_rate = 0.3
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lr_decay_step = 5,20,40,70
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early_stop = True
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early_stop_patience = 15
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grad_norm = False
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max_grad_norm = 5
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real_value = True
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[test]
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mae_thresh = None
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mape_thresh = 0.
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[log]
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log_step = 20
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plot = False |