| { | |
| "stack": "jepa-critic-rul", | |
| "benchmark": "NASA C-MAPSS", | |
| "checkpoints": { | |
| "jepa": { | |
| "path": "checkpoints/jepa/jepa_epoch0003.pt", | |
| "config": "configs/jepa_cmapss_fd123_plus_fd004_unlabeled.yaml", | |
| "epoch": 3, | |
| "notes": "FD123 + unlabeled FD004 JEPA pretrain" | |
| }, | |
| "critic": { | |
| "path": "checkpoints/critic/vulcan_epoch0030.pt", | |
| "config": "configs/critic_cmapss_fd1234_jepa.yaml", | |
| "epoch": 30, | |
| "val_f1_approx": 0.9697, | |
| "notes": "JEPA-initialized FD1234 energy critic; use for scan and RUL energy fusion" | |
| }, | |
| "rul": { | |
| "path": "checkpoints/rul/rul_sequence.pt", | |
| "config": "configs/rul_sota_cmapss.yaml", | |
| "best_epoch": 54, | |
| "test_rmse": 12.485, | |
| "test_mae": 8.963, | |
| "nasa_score": 294.6, | |
| "notes": "FD001 TCN+Transformer RUL, best validation checkpoint reloaded" | |
| } | |
| }, | |
| "github": "https://github.com/Sph3inz/Diagnostic-Graph-PDM" | |
| } | |