\begin{table}[p] \centering\scriptsize \begin{threeparttable} \caption{Ablation (exponential, $N = 1,572,864$): RMS of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$ by split pattern, order $r$, Newton rounds $q$ and curvature used (exact / stale averaged local / single machine); quantized exact curvature with $b$ mantissa bits for $q = 1$.}\label{tab:abl_exponential} \begin{tabular}{@{}llrr@{}} \toprule Pattern & curvature & $q$ & $m = 96$ \\ \midrule (1) & exact & 0 & 13.223 \\ (1) & exact & 1 & 0.139 \\ (1) & exact & 2 & 1.55e-5 \\ (1) & exact & 3 & 2.42e-13 \\ (1) & stale & 1 & 0.273 \\ (1) & stale & 2 & 0.003 \\ (1) & stale & 3 & 2.98e-5 \\ (1) & single & 1 & 0.139 \\ (1) & single & 2 & 1.55e-5 \\ (1) & single & 3 & 2.42e-13 \\ (1,2) & exact & 0 & 0.323 \\ (1,2) & exact & 1 & 1.29e-4 \\ (1,2) & exact & 2 & 3.32e-11 \\ (1,2) & exact & 3 & 1.57e-13 \\ (1,2) & stale & 1 & 0.003 \\ (1,2) & stale & 2 & 3.27e-5 \\ (1,2) & stale & 3 & 3.35e-7 \\ (1,2) & single & 1 & 1.29e-4 \\ (1,2) & single & 2 & 3.32e-11 \\ (1,2) & single & 3 & 1.57e-13 \\ (1,3) & exact & 0 & 0.437 \\ (1,3) & exact & 1 & 1.94e-4 \\ (1,3) & exact & 2 & 5.28e-11 \\ (1,3) & exact & 3 & 1.64e-13 \\ (1,2,4) & exact & 0 & 0.316 \\ (1,2,4) & exact & 1 & 1.30e-4 \\ (1,2,4) & exact & 2 & 3.44e-11 \\ (1,2,4) & exact & 3 & 1.51e-13 \\ (1,2,4) & stale & 1 & 0.003 \\ (1,2,4) & stale & 2 & 3.43e-5 \\ (1,2,4) & stale & 3 & 3.55e-7 \\ (1,2,4) & single & 1 & 1.30e-4 \\ (1,2,4) & single & 2 & 3.44e-11 \\ (1,2,4) & single & 3 & 1.51e-13 \\ (1,2,3) & exact & 0 & 0.446 \\ (1,2,3) & exact & 1 & 2.70e-4 \\ (1,2,3) & exact & 2 & 1.75e-10 \\ (1,2,3) & exact & 3 & 1.54e-13 \\ (1,2,4,8) & exact & 0 & 0.387 \\ (1,2,4,8) & exact & 1 & 1.98e-4 \\ (1,2,4,8) & exact & 2 & 8.24e-11 \\ (1,2,4,8) & exact & 3 & 1.53e-13 \\ (1,2,3,4) & exact & 0 & 1.003 \\ (1,2,3,4) & exact & 1 & 0.001 \\ (1,2,3,4) & exact & 2 & 5.56e-9 \\ (1,2,3,4) & exact & 3 & 1.43e-13 \\ \midrule (1) & $b$-bit Hessian, $b=2$ & 1 & 0.140 \\ (1) & $b$-bit Hessian, $b=3$ & 1 & 0.140 \\ (1) & $b$-bit Hessian, $b=4$ & 1 & 0.140 \\ (1) & $b$-bit Hessian, $b=6$ & 1 & 0.091 \\ (1) & $b$-bit Hessian, $b=8$ & 1 & 0.140 \\ (1) & $b$-bit Hessian, $b=12$ & 1 & 0.139 \\ (1) & $b$-bit Hessian, $b=16$ & 1 & 0.139 \\ (1) & $b$-bit Hessian, $b=24$ & 1 & 0.139 \\ (1) & $b$-bit Hessian, $b=52$ & 1 & 0.139 \\ (1) & $b$-bit score, $b=2$ & 1 & 1.792 \\ (1) & $b$-bit score, $b=3$ & 1 & 0.728 \\ (1) & $b$-bit score, $b=4$ & 1 & 0.522 \\ (1) & $b$-bit score, $b=6$ & 1 & 0.165 \\ (1) & $b$-bit score, $b=8$ & 1 & 0.142 \\ (1) & $b$-bit score, $b=12$ & 1 & 0.139 \\ (1) & $b$-bit score, $b=16$ & 1 & 0.139 \\ (1) & $b$-bit score, $b=24$ & 1 & 0.139 \\ (1) & $b$-bit score, $b=52$ & 1 & 0.139 \\ (1) & $b$-bit both, $b=2$ & 1 & 1.482 \\ (1) & $b$-bit both, $b=3$ & 1 & 0.985 \\ (1) & $b$-bit both, $b=4$ & 1 & 0.310 \\ (1) & $b$-bit both, $b=6$ & 1 & 0.129 \\ (1) & $b$-bit both, $b=8$ & 1 & 0.143 \\ (1) & $b$-bit both, $b=12$ & 1 & 0.139 \\ (1) & $b$-bit both, $b=16$ & 1 & 0.139 \\ (1) & $b$-bit both, $b=24$ & 1 & 0.139 \\ (1) & $b$-bit both, $b=52$ & 1 & 0.139 \\ (1,2) & $b$-bit Hessian, $b=2$ & 1 & 5.20e-4 \\ (1,2) & $b$-bit Hessian, $b=3$ & 1 & 5.20e-4 \\ (1,2) & $b$-bit Hessian, $b=4$ & 1 & 5.20e-4 \\ (1,2) & $b$-bit Hessian, $b=6$ & 1 & 5.20e-4 \\ (1,2) & $b$-bit Hessian, $b=8$ & 1 & 4.80e-4 \\ (1,2) & $b$-bit Hessian, $b=12$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit Hessian, $b=16$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit Hessian, $b=24$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit Hessian, $b=52$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit score, $b=2$ & 1 & 0.034 \\ (1,2) & $b$-bit score, $b=3$ & 1 & 0.017 \\ (1,2) & $b$-bit score, $b=4$ & 1 & 0.008 \\ (1,2) & $b$-bit score, $b=6$ & 1 & 0.002 \\ (1,2) & $b$-bit score, $b=8$ & 1 & 5.35e-4 \\ (1,2) & $b$-bit score, $b=12$ & 1 & 1.37e-4 \\ (1,2) & $b$-bit score, $b=16$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit score, $b=24$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit score, $b=52$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit both, $b=2$ & 1 & 0.034 \\ (1,2) & $b$-bit both, $b=3$ & 1 & 0.017 \\ (1,2) & $b$-bit both, $b=4$ & 1 & 0.008 \\ (1,2) & $b$-bit both, $b=6$ & 1 & 0.002 \\ (1,2) & $b$-bit both, $b=8$ & 1 & 6.71e-4 \\ (1,2) & $b$-bit both, $b=12$ & 1 & 1.38e-4 \\ (1,2) & $b$-bit both, $b=16$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit both, $b=24$ & 1 & 1.29e-4 \\ (1,2) & $b$-bit both, $b=52$ & 1 & 1.29e-4 \\ (1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 4.74e-4 \\ (1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 4.74e-4 \\ (1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 4.74e-4 \\ (1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 4.74e-4 \\ (1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 4.33e-4 \\ (1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 1.41e-4 \\ (1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit score, $b=2$ & 1 & 0.033 \\ (1,2,4) & $b$-bit score, $b=3$ & 1 & 0.017 \\ (1,2,4) & $b$-bit score, $b=4$ & 1 & 0.008 \\ (1,2,4) & $b$-bit score, $b=6$ & 1 & 0.002 \\ (1,2,4) & $b$-bit score, $b=8$ & 1 & 5.47e-4 \\ (1,2,4) & $b$-bit score, $b=12$ & 1 & 1.33e-4 \\ (1,2,4) & $b$-bit score, $b=16$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit score, $b=24$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit score, $b=52$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit both, $b=2$ & 1 & 0.033 \\ (1,2,4) & $b$-bit both, $b=3$ & 1 & 0.017 \\ (1,2,4) & $b$-bit both, $b=4$ & 1 & 0.008 \\ (1,2,4) & $b$-bit both, $b=6$ & 1 & 0.002 \\ (1,2,4) & $b$-bit both, $b=8$ & 1 & 7.26e-4 \\ (1,2,4) & $b$-bit both, $b=12$ & 1 & 1.44e-4 \\ (1,2,4) & $b$-bit both, $b=16$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit both, $b=24$ & 1 & 1.30e-4 \\ (1,2,4) & $b$-bit both, $b=52$ & 1 & 1.30e-4 \\ \bottomrule \end{tabular} \begin{tablenotes}\footnotesize \item 1000 paired replications per column; $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_exponential\_summary.csv}. \end{tablenotes} \end{threeparttable} \end{table}