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- Model:
- batch_size: 64
- dropout_rate: 0.2
- epoch: 20
- hidden_size: 128
- learning_rate: 0.001
- lstm_layers: 2
- patience: 5
- random_seed: 42
- time_step: 16
- add_train: false
- continue_flag: ''
- data_format:
- dq: dq.xls
- envir: "\u73AF\u5883\u6570\u636E.xls"
- nwp: nwp.xls
- rp: rp.xls
- debug_model: false
- debug_num: 500
- do_continue_train: false
- do_figure_save: false
- do_log_print_to_screen: true
- do_log_save_to_file: true
- do_predict: true
- do_train: true
- do_train_visualized: True
- excel_data_path: ./data/J00307/
- figure_save_path: ./figure/
- is_continuous_predict: False
- log_save_path: ./log/
- mean:
- C_AIRT: 10.305992230762874
- C_CELLT: 10.664897925448384
- C_DIFFUSER: 143.2639061079428
- C_DIFFUSERDA: 6.571077155136789
- C_DIRECTR: 68.21328208942887
- C_DIRECTRDA: 3.163283039920654
- C_FORECAST: 3.1419734966774113
- C_GLOBALR: 173.2587817174973
- C_GLOBALRDA: 7.756491280271097
- C_HOURDA: 1.998222150590958
- C_P: 947.7830440532276
- C_RH: 55.59672286965865
- C_VALUE: 3.404744648318043
- C_WD: 212.88300686007108
- C_WS: 1.802446483180428
- model_postfix:
- keras: .h5
- pytorch: .pth
- tensorflow: .ckpt
- predict_points: 16
- shuffle_train_data: false
- std:
- C_AIRT: 12.127220611319888
- C_CELLT: 12.654848145970181
- C_DIFFUSER: 230.93680419867772
- C_DIFFUSERDA: 6.4933162833681415
- C_DIRECTR: 166.61348332191056
- C_DIRECTRDA: 4.991297839913351
- C_FORECAST: 4.447082956749344
- C_GLOBALR: 258.87947949591955
- C_GLOBALRDA: 7.9174382136573955
- C_HOURDA: 2.9110230573747247
- C_P: 25.75152505719027
- C_RH: 22.445059526990818
- C_VALUE: 5.013868885103326
- C_WD: 112.90029001408325
- C_WS: 1.6575249140627502
- train_data_path: ./data/
- train_data_rate: 0.9
- use_cuda: false
- used_frame: keras
- valid_data_rate: 0.15
- is_photovoltaic: True
- cap: 20
- envir_columns: 16
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