mirror of https://github.com/czzhangheng/STDEN.git
44 lines
749 B
YAML
44 lines
749 B
YAML
---
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log_base_dir: logs/BJ_GM
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log_level: INFO
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data:
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batch_size: 32
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dataset_dir: data/BJ_GM
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val_batch_size: 32
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graph_pkl_filename: data/sensor_graph/adj_GM.npy
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model:
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l1_decay: 0
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seq_len: 12
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horizon: 12
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input_dim: 1
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output_dim: 1
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latent_dim: 4
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n_traj_samples: 3
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ode_method: dopri5
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odeint_atol: 0.00001
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odeint_rtol: 0.00001
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rnn_units: 64
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num_rnn_layers: 1
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gcn_step: 2
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filter_type: default # unkP IncP default
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recg_type: gru
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save_latent: false
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nfe: false
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train:
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base_lr: 0.01
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dropout: 0
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load: 0
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epoch: 0
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epochs: 100
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epsilon: 1.0e-3
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lr_decay_ratio: 0.1
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max_grad_norm: 5
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min_learning_rate: 2.0e-06
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optimizer: adam
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patience: 20
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steps: [20, 30, 40, 50]
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test_every_n_epochs: 5
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