lstm.yaml 1.4 KB

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  1. Model:
  2. add_train: true
  3. batch_size: 64
  4. dropout_rate: 0.2
  5. epoch: 200
  6. fusion: true
  7. hidden_size: 64
  8. his_points: 16
  9. how_long_fill: 10
  10. input_size: 24
  11. lambda_value_1: 0.02
  12. lambda_value_2: 0.01
  13. learning_rate: 0.001
  14. lstm_layers: 1
  15. output_size: 16
  16. patience: 10
  17. predict_data_fill: true
  18. shuffle_train_data: false
  19. test_data_fill: false
  20. time_step: 16
  21. train_data_fill: true
  22. use_cuda: false
  23. valid_data_rate: 0.15
  24. use_bidirectional: false
  25. region: south
  26. calculate: []
  27. cap: 153.0
  28. dataloc: ./data
  29. env_columns:
  30. - C_TIME
  31. - C_CELLT
  32. - C_DIFFUSER
  33. - C_GLOBALR
  34. - C_RH
  35. - C_REAL_VALUE
  36. full_field: true
  37. history_hours: 1
  38. new_field: true
  39. features:
  40. - time
  41. - temperature10
  42. - temperature190
  43. - direction160
  44. - direction40
  45. - temperature110
  46. - direction80
  47. - speed60
  48. - mcc
  49. - temperature150
  50. - speed20
  51. - speed110
  52. - direction120
  53. - speed190
  54. - solarZenith
  55. - temperature90
  56. - direction200
  57. - speed150
  58. - temperature50
  59. - direction30
  60. - temperature160
  61. - direction170
  62. - temperature20
  63. - direction70
  64. - direction130
  65. - temperature200
  66. - speed70
  67. - temperature120
  68. - speed30
  69. - speed100
  70. - speed80
  71. - speed180
  72. - dniCalcd
  73. - speed140
  74. - temperature60
  75. - dateTime
  76. - temperature30
  77. - temperature170
  78. - direction20
  79. - humidity2
  80. - direction180
  81. - realPowerAvg
  82. - direction60
  83. - direction140
  84. - speed40
  85. - hcc
  86. target: realPower
  87. repair_days: 81
  88. repair_model_cycle: 5
  89. spot_trading: []
  90. update_add_train_days: 60
  91. update_coe_days: 3
  92. version: solar-3.1.0.south