62 lines
958 B
YAML
Executable File
62 lines
958 B
YAML
Executable File
basic:
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dataset: PEMS-BAY
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device: cuda:0
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mode: train
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model: STID
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seed: 2023
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data:
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batch_size: 64
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column_wise: false
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days_per_week: 7
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horizon: 24
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input_dim: 1
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lag: 24
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normalizer: std
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num_nodes: 325
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steps_per_day: 288
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test_ratio: 0.2
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val_ratio: 0.2
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model:
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batch_size: 64
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day_of_week_size: 7
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embed_dim: 32
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history: 24
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horizon: 24
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if_D_i_W: true
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if_T_i_D: true
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if_node: true
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input_dim: 3
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input_len: 24
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node_dim: 32
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num_layer: 3
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num_nodes: 325
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output_dim: 1
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output_len: 24
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temp_dim_diw: 32
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temp_dim_tid: 32
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time_of_day_size: 288
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train:
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batch_size: 64
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debug: true
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early_stop: true
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early_stop_patience: 15
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epochs: 300
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grad_norm: false
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log_step: 200
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loss_func: mae
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lr_decay: false
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lr_decay_rate: 0.3
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lr_decay_step: 1,50,80
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lr_init: 0.002
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mae_thresh:
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mape_thresh: 0.0
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max_grad_norm: 5
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output_dim: 1
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plot: false
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real_value: true
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seed: 1
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weight_decay: 0.0001
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