| { |
| "model_type": "mwm", |
| "architectures": [ |
| "WeatherForcastModel" |
| ], |
| "auto_map": { |
| "AutoConfig": "configuration.WeatherModelConfig", |
| "AutoModel": "modeling.WeatherForcastModel" |
| }, |
| "distill_teacher_head_dim": 416, |
| "dropout": 0.1, |
| "dtype": "float32", |
| "encoder_type": "lstm", |
| "hidden_dim": 128, |
| "input_dim": 22, |
| "location_emb_dim": 32, |
| "num_layers": 3, |
| "num_locations": 82, |
| "num_predict": 12, |
| "num_weather_classes": 7, |
| "rain_pos_weight": 6.547722074664306, |
| "seq_len": 72, |
| "target_norms": { |
| "apparent": { |
| "mean": 16.420160986060196, |
| "std": 12.332221212388726, |
| "transform": "raw" |
| }, |
| "cloud_cover": { |
| "mean": 51.71581237675868, |
| "std": 42.028595137718646, |
| "transform": "raw" |
| }, |
| "humidity": { |
| "mean": 69.18635597409919, |
| "std": 21.524024234467674, |
| "transform": "raw" |
| }, |
| "precip": { |
| "mean": 0.05684371705656333, |
| "std": 0.22550783339649325, |
| "transform": "log1p" |
| }, |
| "sea_level_pressure": { |
| "mean": 1014.5679196119568, |
| "std": 7.459071118489876, |
| "transform": "raw" |
| }, |
| "surface_pressure": { |
| "mean": 963.4371186423618, |
| "std": 86.39541603431283, |
| "transform": "raw" |
| }, |
| "temp": { |
| "mean": 16.863813962719767, |
| "std": 9.92933797011761, |
| "transform": "raw" |
| }, |
| "wind": { |
| "mean": 9.952284635073887, |
| "std": 6.676419945197847, |
| "transform": "raw" |
| }, |
| "wind_dir_cos": { |
| "mean": -0.03349104536155545, |
| "std": 0.70513783656826, |
| "transform": "raw" |
| }, |
| "wind_dir_sin": { |
| "mean": -0.002100160488024665, |
| "std": 0.7082757736110976, |
| "transform": "raw" |
| } |
| }, |
| "transformers_version": "5.5.0", |
| "use_cache": false, |
| "weather_class_weights": [ |
| 0.23165243864059448, |
| 0.1921183317899704, |
| 1.7011765241622925, |
| 0.4377932548522949, |
| 0.8518651723861694, |
| 1.6312177181243896, |
| 1.9541765451431274 |
| ] |
| } |
