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@@ -3,7 +3,7 @@ project:
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plant_name: "lankao"
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files:
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- dataset_dir: "datasets"
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+ dataset_dir: "datasets_lankao"
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file_pattern: "data_process_{}.csv"
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model_filename: "model.pth"
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scaler_filename: "scaler.pkl"
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@@ -12,19 +12,21 @@ files:
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data_split:
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start_files: 1
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- end_files: 10
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+ end_files: 12
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train_start_date: "2025-11-28"
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- train_end_date: "2026-02-20"
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+ train_end_date: "2026-05-14"
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val_start_date: "2025-11-28"
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- val_end_date: "2026-02-20"
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+ val_end_date: "2026-05-14"
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test_start_date: "2025-11-28"
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- test_end_date: "2026-02-20"
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+ test_end_date: "2026-05-14"
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model_params:
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seq_len: 10
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output_size: 5
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step_size: 5
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resolution: 60
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+ feature_num: 67
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+ labels_num: 6
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hidden_size: 64
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num_layers: 1
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dropout: 0.0
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@@ -37,7 +39,7 @@ training_params:
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scheduler_gamma: 0.9
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patience: 200
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min_delta: 1.0e-10
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- device: 1 # GPU ID
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+ device: 0
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random_seed: 1314
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sensors:
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