{ "model_name": "Pangu-Weather", "model_type": "pangu-weather", "architectures": [ "Pangu" ], "framework": "PyTorch", "domain": "atmosphere", "task": "global-medium-range-weather-forecasting", "implementation": { "entry_point": "model/pangu.py", "scope": "repository 3D Earth-specific transformer implementation" }, "architecture": { "family": "3D Earth-specific transformer", "input_grid_shape": [ 721, 1440 ], "patch_size": [ 2, 4, 4 ], "embedding_size": 192, "stage_depths": [ 2, 6, 6, 2 ], "stage_attention_heads": [ 6, 12, 12, 6 ], "window_size": [ 2, 6, 12 ], "surface_input_channels": 7, "predicted_surface_channels": 4, "upper_air_variables": 5 }, "data": { "dataset": "ERA5", "spatial_resolution_degrees": 0.25, "time_step_hours": 6, "pressure_levels_hpa": [ 50, 100, 150, 200, 250, 300, 400, 500, 600, 700, 850, 925, 1000 ], "pressure_level_variables": [ "geopotential", "specific_humidity", "temperature", "u_component_of_wind", "v_component_of_wind" ] }, "configuration_sources": [ "conf/config.yaml", "model/pangu.py" ] }