55 lines
881 B
YAML
Executable File
55 lines
881 B
YAML
Executable File
basic:
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dataset: PEMSD3
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device: cuda:0
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mode: train
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model: DCRNN
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seed: 2023
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data:
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batch_size: 16
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column_wise: false
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days_per_week: 7
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horizon: 12
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input_dim: 1
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lag: 12
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normalizer: std
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num_nodes: 358
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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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cl_decay_steps: 1000
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filter_type: dual_random_walk
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horizon: 12
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input_dim: 1
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l1_decay: 0
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max_diffusion_step: 2
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num_nodes: 358
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num_rnn_layers: 1
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output_dim: 1
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rnn_units: 64
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seq_len: 12
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use_curriculum_learning: true
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train:
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batch_size: 16
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debug: false
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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: 5,20,40,70
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lr_init: 0.003
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mae_thresh: 0.0
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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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weight_decay: 0
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