add config
Browse files- config.json +56 -0
config.json
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{
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"_name_or_path": "TEMPO",
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"apply_aux_loss": true,
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"architectures": [
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"GPT2Model"
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],
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"description": "TEMPO",
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"model_id": "TEMPO_checkpoints/TEMPO-80M_v1",
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"checkpoints": "./checkpoints/",
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"task_name": "long_term_forecast",
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"prompt": 1,
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"num_nodes": 1,
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"seq_len": 336,
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"pred_len": 96,
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"label_len": 96,
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"decay_fac": 0.5,
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"learning_rate": 0.001,
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"batch_size": 256,
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"num_workers": 0,
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"train_epochs": 10,
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"lradj": "type3",
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"patience": 5,
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"gpt_layers": 6,
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"is_gpt": 1,
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"e_layers": 3,
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"d_model": 768,
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"n_heads": 4,
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"d_ff": 768,
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"dropout": 0.3,
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"enc_in": 7,
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"c_out": 1,
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"patch_size": 16,
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"kernel_size": 25,
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"loss_func": "mse",
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"pretrain": 0,
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"freeze": 1,
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"model": "TEMPO",
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"stride": 8,
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"max_len": -1,
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"hid_dim": 16,
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"tmax": 20,
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"itr": 3,
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"cos": 1,
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"equal": 1,
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"pool": false,
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"no_stl_loss": false,
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"stl_weight": 0.001,
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"config_path": "./configs/custom_dataset.yml",
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"datasets": "ETTm1,ETTh1,ETTm2,electricity,traffic,weather",
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"target_data": "Custom",
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"use_token": 0,
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"electri_multiplier": 1,
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"traffic_multiplier": 1,
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"embed": "timeF",
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"percent": 100
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}
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