ts3_mse_geometry / TRAIN20

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

Final6000 metricMean (%)Worst (%)
U_relative_L22.4625909.621862
VM_relative_L23.91988811.020606
peak5_VM_relative_L22.7186158.194107
VM_max_relative_error2.00845412.433888
VM_at_true_peak_relative_error1.83432511.811943

Negative VM cases: 4; minimum -7.663118689824319 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