ts3_log_geometry / TRAIN20

6000 full 20-case updates; 984932 parameters; best_train update 5900. All cases U and VM <=1%: False. No heldout or generalization claim.

Final6000 metricMean (%)Worst (%)
U_relative_L22.1178688.060637
VM_relative_L24.3289259.663706
peak5_VM_relative_L23.7415086.862298
VM_max_relative_error2.3135349.621312
VM_at_true_peak_relative_error3.4038499.210045

Negative VM cases: 4; minimum -11.927567632214775 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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