fno_mse_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_L24.15860716.228802
VM_relative_L23.20342110.883755
peak5_VM_relative_L21.8879437.984848
VM_max_relative_error1.6193019.198386
VM_at_true_peak_relative_error1.3710769.198386

Negative VM cases: 7; minimum -38.28886310257962 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

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all20_final6000_errors

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worst_case_fields

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true_peak_location_zoom

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