fno_peak_masked / TRAIN20

6000 full 20-case updates; 984860 parameters; best_train update 6000. All cases U and VM <=1%: False. No heldout or generalization claim.

Final6000 metricMean (%)Worst (%)
U_relative_L24.34581615.513687
VM_relative_L24.27969111.890780
peak5_VM_relative_L21.2695075.011335
VM_max_relative_error1.3709898.096290
VM_at_true_peak_relative_error1.0947207.416469

Negative VM cases: 6; minimum -25.018539765356337 MPa. Raw values preserved.

TRAIN20 only. CPU checkpoint/metrics audit; no CPU full-model forward replay, GPU update replay, FE re-solve or heldout generalization claim.

Both prediction sets: per-case CSV | CPU verification

actual_training_curves

Vector PDF

all20_final6000_errors

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worst_case_fields

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true_peak_location_zoom

Vector PDF