Upload config/PEMSD4-large/model.json with huggingface_hub
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config/PEMSD4-large/model.json
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{
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"dataset": "PEMSD4-large",
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"begin_year": 2009,
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"end_year": 2015,
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"dropout": 0.0,
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"lr": 0.01,
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"batch_size": 128,
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"epoch": 50,
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"gpuid": 1,
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"activation": "relu",
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"scheduler": "epo",
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"momentum":0.99,
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"train": 1,
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"y_len": 12,
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"x_len": 12,
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"data_process": 0,
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"auto_test": 1,
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"auto_lr":1,
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"raw_data_path": "data/PEMSD4-large/finaldata/",
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"save_data_path": "data/PEMSD4-large/FastData/",
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"graph_path": "data/PEMSD4-large/graph/",
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"model_path": "res/PEMSD4-large",
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"emb":{
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"input_len":12,
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"input_dim":3,
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"adaptive_emb_dim":32,
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"D^D": 32,
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"D^W":32,
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"D^N":32,
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"output_len":12,
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"num_feat": 1,
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"feature_emb_dim": 128,
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"num_layer":2
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},
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"tcn":{
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"in_channel": 32,
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"out_channel": 32,
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"kernel_size": 3,
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"dilation": 1
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},
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"TMRB":{
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"in_channel":64,
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"out_channel":64,
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"top_k":12,
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"dropout":0.5
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},
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"logname": "model",
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"strategy": "incremental",
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"init": true,
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"increase": true,
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"num_hops": 2,
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"replay": true,
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"replay_strategy": "feature",
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"replay_ratio":0.03,
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"is_TMRB":true,
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"is_update":true,
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"select_k":true
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}
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