ts3_peak_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_L22.94353810.570060
VM_relative_L25.14497214.665814
peak5_VM_relative_L22.4606226.813484
VM_max_relative_error2.31774210.349471
VM_at_true_peak_relative_error1.9867189.941706

Negative VM cases: 5; minimum -15.134579266745302 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

Vector PDF

worst_case_fields

Vector PDF

true_peak_location_zoom

Vector PDF