File size: 945 Bytes
7f9a40c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | {
"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"
}
|