| { |
| "version": "v9", |
| "sprint": "A7", |
| "trained_at": "2026-03-28T02:19:20.021349Z", |
| "domains": { |
| "cmapss": { |
| "rul_source": "supervised", |
| "rul_max_cycles": 125, |
| "onnx": "tft_weights_v9_cmapss.onnx" |
| }, |
| "scania": { |
| "rul_source": "supervised", |
| "rul_max_cycles": "per_unit_lifetime", |
| "onnx": "tft_weights_v9_scania.onnx" |
| }, |
| "nist": { |
| "rul_source": "synthetic_estimated", |
| "rul_max_cycles": 125, |
| "nist_rul_source": "synthetic_estimated", |
| "onnx": "tft_weights_v9_nist.onnx", |
| "synthetic_params": { |
| "seed": 42, |
| "onset": 40, |
| "fault_mag": 0.6, |
| "noise": 0.01, |
| "affected_idx": [ |
| 0, |
| 1, |
| 2 |
| ] |
| } |
| } |
| }, |
| "training": { |
| "phase1_epochs": 15, |
| "phase2_epochs": 30, |
| "ig_beta": 0.1, |
| "window": 30, |
| "n_sensors": 14 |
| }, |
| "validation": { |
| "nist_rmse": 13.009, |
| "nist_r2": 0.9, |
| "nist_auc": 0.982, |
| "nist_rho": 0.0, |
| "vsn_validated": false, |
| "nist_vsn_shap_rho": 0.587, |
| "vsn_rho_method": "shap_gradient" |
| }, |
| "vsn_uniform_threshold": 0.02, |
| "nist_degradation_defaults": { |
| "nist_degradation_mode": "gradual_wear", |
| "nist_onset_cycle": 40, |
| "nist_fault_magnitude": 0.6, |
| "nist_noise_scale": 0.01, |
| "nist_seed": 42, |
| "nist_rul_max_cycles": 125 |
| } |
| } |
