| { |
| "model_name": "ACE2", |
| "model_type": "ace2", |
| "architectures": ["CompactSFNO"], |
| "framework": "PyTorch", |
| "domain": "climate", |
| "task": "global-atmospheric-emulation", |
| "implementation": {"entry_point": "model/ace2.py", "scope": "core-method full-grid reduced-model engineering reproduction", "train_script": "scripts/train.py", "inference_script": "scripts/inference.py", "evaluation_script": "scripts/result.py", "synthetic_data_script": "scripts/fake_data.py"}, |
| "architecture": {"grid": [180,360], "state_channels": 50, "forcing_channels": 4, "vertical_layers": 8, "engineering_width": 4, "engineering_depth": 8, "paper_embedding": 384, "paper_parameters": 450000000}, |
| "data": {"datasets": ["ERA5","SHiELD"], "format_version": "ace2-full-grid-v1", "time_step_hours": 6, "layout": "BCHW", "synthetic": true}, |
| "configuration_sources": ["conf/config.yaml","model/ace2.py","scripts/fake_data.py","scripts/train.py","scripts/inference.py","scripts/result.py"] |
| } |
|
|
