Diagnostic training-set fit only. Two unvalidated NG runs, weak point-dilated masks, one CAD and one observed defect class. These values do not measure generalization or production accuracy.
Input: STEP-derived graph + XLS process values/masks. Outputs: CAD-node risk probability, signed normal deformation, deformation magnitude, and a graph-level defect-type head.
Final loss: 0.5600; pooled training IoU: 0.3061; pooled training Dice: 0.4688. Defect-type status: unavailable_single_observed_class.
| Run | Target nodes | Predicted nodes | Training IoU | Training Dice |
|---|---|---|---|---|
| 16h | 9 | 30 | 0.3000 | 0.4615 |
| 18h01 | 21 | 68 | 0.3088 | 0.4719 |
