ts3_mse_geometry_slices32 / TRAIN20

6000 full 20-case updates; 988740 parameters; best_train update 5900. All cases U and VM <=1%: False. No heldout or generalization claim.

Final6000 metricMean (%)Worst (%)
U_relative_L22.1765149.059958
VM_relative_L23.62029910.293800
peak5_VM_relative_L22.7111378.939035
VM_max_relative_error2.20461010.592051
VM_at_true_peak_relative_error2.0059249.542618

Negative VM cases: 0; minimum 3.045535114502555 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

Recovery history prefix verification | Actual PDF visual QA