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