Add model config
Browse files- config.json +75 -0
config.json
ADDED
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| 1 |
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{
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| 2 |
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"model_type": "FrontLSTM",
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"input_size_sta": 19,
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"input_size_dyn": 40,
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"hidden_size": 64,
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"output_size": 1,
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"num_layers": 2,
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"drop_prob": 0.3,
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"static_features": [
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"prcp(mm/day)",
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"tmax(C)",
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"tmin(C)",
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"tavg(C)",
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"srad_lw(w/m2)",
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"srad_sw(w/m2)",
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"wind_u(m/s)",
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"wind_v(m/s)",
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"wind(m/s)",
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"rel_hum(%)",
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"pet(mm/day)",
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"pet_gleam(mm/day)",
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"aet_gleam(mm/day)",
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"evap_canopy(mm/day)",
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"evap_surface(mm/day)",
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"sm_lvl1(kg/m2)",
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"sm_lvl2(kg/m2)",
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"sm_lvl3(kg/m2)",
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"sm_lvl4(kg/m2)"
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],
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"dynamic_features": [
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"umap_40d_dim_1",
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"umap_40d_dim_2",
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"umap_40d_dim_3",
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"umap_40d_dim_4",
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"umap_40d_dim_5",
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"umap_40d_dim_6",
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"umap_40d_dim_7",
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"umap_40d_dim_8",
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"umap_40d_dim_9",
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"umap_40d_dim_10",
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"umap_40d_dim_11",
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"umap_40d_dim_12",
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"umap_40d_dim_13",
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"umap_40d_dim_14",
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"umap_40d_dim_15",
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"umap_40d_dim_16",
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"umap_40d_dim_17",
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"umap_40d_dim_18",
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"umap_40d_dim_19",
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"umap_40d_dim_20",
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"umap_40d_dim_21",
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"umap_40d_dim_22",
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"umap_40d_dim_23",
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"umap_40d_dim_24",
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"umap_40d_dim_25",
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"umap_40d_dim_26",
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"umap_40d_dim_27",
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"umap_40d_dim_28",
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"umap_40d_dim_29",
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"umap_40d_dim_30",
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"umap_40d_dim_31",
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"umap_40d_dim_32",
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"umap_40d_dim_33",
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"umap_40d_dim_34",
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"umap_40d_dim_35",
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"umap_40d_dim_36",
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| 67 |
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"umap_40d_dim_37",
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"umap_40d_dim_38",
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"umap_40d_dim_39",
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"umap_40d_dim_40"
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],
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"test_rmse": 473.00732421875,
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"test_mae": 143.65219116210938,
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"test_r2": 0.4109150744583362
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}
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