WP28: Monte Carlo section, table layout (4 local sizes), canonical figures
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
138 changed files +19,319 −557
modified
experiments/EXPERIMENT_MANIFEST.csv
+3 −0
@@ -2,6 +2,7 @@ run_id,git_commit,python_version,numpy,dependency_lock_sha256,seed,N,K,m,p,DGP,m | ||
| 2 | 2 | exp_contam_p1_N1048576_K65536,,3.14.5,2.5.4,,627279717397746692,1048576,65536,16,1,"{""kind"": ""contaminated"", ""eps"": 0.01, ""scale"": 10.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,471.5,0,in-memory (no network),completed,46a6acf536f806703d68926b720fa1e000170c4a6960d67973b87a884e065371 |
| 3 | 3 | exp_contam_p1_N262144_K16384,,3.14.4,2.5.4,,7759161092581730262,262144,16384,16,1,"{""kind"": ""contaminated"", ""eps"": 0.01, ""scale"": 10.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre6 arm64,macOS,102.6,0,in-memory (no network),completed,ff71a3b56bc44c884081dab688c814c46e4ebcbb7e405fd66883fe7b2fc51462 |
| 4 | 4 | exp_contam_p1_N262144_K4096,,3.14.4,2.5.4,,7503374439635565362,262144,4096,64,1,"{""kind"": ""contaminated"", ""eps"": 0.01, ""scale"": 10.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre4 arm64,macOS,30.0,0,in-memory (no network),completed,5763e1de245ee5cc2a696881284de4cc412508c31ca34fb6982d6195a27f33a3 |
| 5 | +exp_p1_N1048576_K131072,e87b4d9,3.14.4,2.4.4,,2647309328088389475,1048576,131072,8,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,1742.5,0,in-memory (no network),completed,9deac441abe70d00399fc524719314bb51b656a472bfdbcaa5cbab67c61ee3c1 | |
| 5 | 6 | exp_p1_N16384_K1024,7a86c23,3.14.4,2.4.4,,3432885715831462714,16384,1024,16,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,13.6,0,in-memory (no network),completed,ac691e3e603663fd952ba0c28b3870437d8dfd827c29da1b2924679d7f5d5a85 |
| 6 | 7 | exp_p1_N16384_K128,7a86c23,3.14.4,2.4.4,,5777488189351826881,16384,128,128,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,3.1,0,in-memory (no network),completed,661e9e7bd93fd43c606ea8fee40fca8bbc15ad29f78e8af4ffb56a0075612387 |
| 7 | 8 | exp_p1_N16384_K16,7a86c23,3.14.4,2.4.4,,5839257743945981181,16384,16,1024,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,1.8,0,in-memory (no network),completed,c74343c729af35981082f5ea96355d21b38ab0149c1bdb007cb7036407948b3c |
@@ -26,6 +27,7 @@ exp_p1_N65536_K4096,7a86c23,3.14.4,2.4.4,,1098385355741143893,65536,4096,16,1,"{ | ||
| 26 | 27 | exp_p1_N65536_K512,7a86c23,3.14.4,2.4.4,,7735086372791956174,65536,512,128,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,8.9,0,in-memory (no network),completed,f51dfc54a45c13061eba7dc65cc8547fad5d3b7c19589e3cadae4c5fd70d43d9 |
| 27 | 28 | exp_p1_N65536_K64,7a86c23,3.14.4,2.4.4,,7047651843593800474,65536,64,1024,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,3.3,0,in-memory (no network),completed,7f6546e60349a2d4d1c661456b5ef6f852cecdcd0bde5281b0ffd4d7297af3a1 |
| 28 | 29 | exp_p1_N65536_K8192,7a86c23,3.14.4,2.4.4,,25267133336224275,65536,8192,8,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,99.0,0,in-memory (no network),completed,5cdc53c036f5807f0f15e7ce3c56c5b98211d8a93dd3089f93b05ae08e83abb1 |
| 30 | +logit_illcond_p8_N262144_K2048,,3.14.4,2.5.4,,7673367090817106079,262144,2048,128,8,"{""cond"": 100.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,m3u96b arm64,macOS,1713.2,0,in-memory (no network),completed,1f1143e4d3d99fbf811b5c7e365fa27fc58b2aaa3108aaaf240275f85de71ea3 | |
| 29 | 31 | logit_misspec_p3_N262144_K1024,,3.14.4,2.5.4,,5430299985042827137,262144,1024,256,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre4 arm64,macOS,807.5,0,in-memory (no network),completed,4ba4f64a30ce7d9379a36dcbd72dd956184887372ca115da268192acb6106b90 |
| 30 | 32 | logit_misspec_p3_N262144_K2048,,3.14.4,2.5.4,,3365958059589350090,262144,2048,128,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre6 arm64,macOS,1021.5,0,in-memory (no network),completed,0901fdcc31ac28945fc62be6fabc8bbd5906aab36a6367fabb58e0b5fb489d25 |
| 31 | 33 | logit_misspec_p3_N65536_K128,,3.9.6,2.0.2,,1189149877376627910,65536,128,512,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudonpierre arm64,macOS,261.1,0,in-memory (no network),completed,d5549965eb18106d51676e09521787a845070e08dbdceda307a18283dfd7c769 |
@@ -43,6 +45,7 @@ pois_p3_N65536_K1024,,3.14.5,2.5.4,,198767958255358910,65536,1024,64,3,{},estima | ||
| 43 | 45 | pois_p3_N65536_K2048,,3.14.4,2.5.4,,7728696182291572316,65536,2048,32,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre4 arm64,macOS,303.1,0,in-memory (no network),completed,dd5aa3abe2f8e2842e3589887feec479f4d7e7d923a1b00fe319d58355ff73d1 |
| 44 | 46 | pois_p8_N16384_K16,,3.14.5,2.5.4,,3921391536461478375,16384,16,1024,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,86.3,0,in-memory (no network),completed,e81ded52f665f5e9543ad73df10017f392fcbded8ec598ba6762b7683335fabb |
| 45 | 47 | pois_p8_N262144_K1024,,3.9.6,2.0.2,,3579026518555065084,262144,1024,256,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m6mb arm64,macOS,1451.3,0,in-memory (no network),completed,771f79745e9cb423c8374df301fe4cb0dc0e4e5dd8096f35308b56c95a9fd010 |
| 48 | +pois_p8_N262144_K2048,,3.9.6,2.0.2,,1721619529526819269,262144,2048,128,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m6ma arm64,macOS,1523.1,0,in-memory (no network),completed,5722bab050afa67b8e72c6d42ad481ce88c77ea948c7a19329bb53decd87e9d5 | |
| 46 | 49 | pois_p8_N262144_K256,,3.14.4,2.5.4,,8250868076379924612,262144,256,1024,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m3u96b arm64,macOS,1341.7,0,in-memory (no network),completed,500be0cd576cf7353f5537bd343692285ba45ec7289b08a21c72bb282c18e742 |
| 47 | 50 | pois_p8_N262144_K512,,3.9.6,2.0.2,,1284184495569829260,262144,512,512,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m5ma arm64,macOS,1451.8,0,in-memory (no network),completed,e4f7a2c1b06ebcf42ad29e59997c68e09a4d51437c0c5c96dcba207399ac5c52 |
| 48 | 51 | pois_p8_N65536_K1024,,3.9.6,2.0.2,,699644534752049547,65536,1024,64,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudonpierre arm64,macOS,743.8,0,in-memory (no network),completed,be439eda53ab7da32ada41fd2fbbb996b2621715d6c07d48d78f9a81fc98c828 |
modified
experiments/make_tables.py
+4 −1
@@ -30,6 +30,9 @@ def table_cell(s, label, p, N, ms, fname, caption, ests=MAIN): | ||
| 30 | 30 | if d.empty: |
| 31 | 31 | (TAB / fname).write_text(f"% no data for {label} p={p} N={N}\n"); return False |
| 32 | 32 | ms = sorted(d.m.unique()) |
| 33 | + if len(ms) > 4: # keep at most four local sizes: the two extremes and two interior ones | |
| 34 | + idx = sorted(set([0, len(ms) - 1, len(ms) // 3, (2 * len(ms)) // 3])) | |
| 35 | + ms = [ms[i] for i in idx] | |
| 33 | 36 | lines = [r"\begin{table}[p]", r"\centering\scriptsize", r"\begin{threeparttable}", f"\\caption{{{caption}}}\\label{{tab:{fname[:-4]}}}", |
| 34 | 37 | r"\begin{tabular}{@{}l" + "r" * (3 * len(ms)) + "@{}}", r"\toprule", |
| 35 | 38 | "Estimator & " + " & ".join(f"\\multicolumn{{3}}{{c}}{{$m = {m}$, $K = {int(N//m):,}$}}" for m in ms) + r" \\", |
@@ -43,7 +46,7 @@ def table_cell(s, label, p, N, ms, fname, caption, ests=MAIN): | ||
| 43 | 46 | dd = dd.iloc[0] |
| 44 | 47 | row += [fmt(dd["rms_gap"]), fmt(dd["rmse"]), (f"{dd['cov95']:.3f}" if "cov95" in dd and np.isfinite(dd["cov95"]) else "--")] |
| 45 | 48 | lines.append(" & ".join(row) + r" \\") |
| 46 | − reps = int(d.reps.iloc[0]); cf = d.drop_duplicates("m")[["m", "central_fail", "valid_frac_r2", "valid_frac_r3"]] if "valid_frac_r3" in d else None | |
| 49 | + reps = int(d.reps.iloc[0]); cf = d.drop_duplicates("m")[["m", "central_fail", "valid_frac_r2", "valid_frac_r3"]].sort_values("m") if "valid_frac_r3" in d else None | |
| 47 | 50 | lines += [r"\bottomrule", r"\end{tabular}", r"\begin{tablenotes}\footnotesize", |
| 48 | 51 | f"\\item {reps} paired replications per column. gap $=$ root mean square of $\\sqrt N\\,\\lVert\\tilde\\theta - \\widehat\\theta_N\\rVert$; RMSE $=$ root mean square of $\\sqrt N\\,\\lVert\\tilde\\theta - \\theta_0\\rVert$; cov $=$ empirical coverage of nominal 95\\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \\texttt{{results/processed/summary.csv}}; coverage standard error $\\approx {np.sqrt(0.95*0.05/reps):.3f}$."] |
| 49 | 52 | if cf is not None: |
modified
experiments/process_results.py
+5 −2
@@ -122,7 +122,9 @@ def fig_rmse_vs_m(s, label, p, N, metric="rms_gap", ests=("r1_q0", "r1_q1", "r1_ | ||
| 122 | 122 | ax.set_ylim(bottom=max(ax.get_ylim()[0], 1e-8)) |
| 123 | 123 | ax.set_title(f"{label}, p = {p}, N = {N:,}", loc="left", fontsize=9, color=INK) |
| 124 | 124 | ax.legend(ncol=2, loc="upper center", bbox_to_anchor=(0.5, -0.22), fontsize=7); FIG.mkdir(parents=True, exist_ok=True) |
| 125 | − fig.savefig(FIG / (fname or f"fig_{metric}_vs_m_{label}_p{p}_N{N}.pdf")); plt.close(fig) | |
| 125 | + out = FIG / (fname or f"fig_{metric}_vs_m_{label}_p{p}_N{N}.pdf"); fig.savefig(out) | |
| 126 | + fig.savefig(FIG / out.name.replace(f"_N{N}", "")) # canonical copy (largest N) referenced by the paper | |
| 127 | + plt.close(fig) | |
| 126 | 128 | |
| 127 | 129 | |
| 128 | 130 | def fig_gap_collapse(s, label, p, ests=("r1_q1", "r2_q1", "r1_q2", "r3_q1"), fname=None): |
@@ -156,7 +158,8 @@ def fig_coverage(s, label, p, N, ests=("r1_q0", "r1_q1", "r2_q0", "r2_q1", "r3_q | ||
| 156 | 158 | col, mk, ls, lab = STYLE[e] |
| 157 | 159 | ax.plot(dd["m"], dd[f"cov{level}"], marker=mk, ls=ls, color=PAL[col], label=lab, markerfacecolor="white", markeredgewidth=1.2) |
| 158 | 160 | ax.axhline(level / 100, color=INK2, lw=0.8, ls="-"); ax.set_xscale("log", base=2); ax.set_xlabel("local sample size m"); ax.set_ylabel(f"empirical coverage, nominal {level}%") |
| 159 | − ax.set_title(f"{label}, p = {p}, N = {N:,}", loc="left", fontsize=9); ax.legend(); fig.savefig(FIG / (fname or f"fig_coverage{level}_{label}_p{p}_N{N}.pdf")); plt.close(fig) | |
| 161 | + ax.set_title(f"{label}, p = {p}, N = {N:,}", loc="left", fontsize=9); ax.legend(fontsize=7, ncol=2, loc="lower right") | |
| 162 | + out = FIG / (fname or f"fig_coverage{level}_{label}_p{p}_N{N}.pdf"); fig.savefig(out); fig.savefig(FIG / out.name.replace(f"_N{N}", "")); plt.close(fig) | |
| 160 | 163 | |
| 161 | 164 | |
| 162 | 165 | def fig_boundary(fname="fig_boundary_exponential.pdf"): |
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| 1 | 1 | \section{Monte Carlo evidence}\label{sec:mc} |
| 2 | −\input{tables/mc_main_text} | |
| 2 | + | |
| 3 | +\subsection{Design} | |
| 4 | +All experiments are paired: every estimator in a cell is computed on the same simulated sample and the same contiguous partition (observations are i.i.d., so contiguous and random partitions are equivalent in law). The designs are (i) the exponential model, $N \in \{2^{14}, 2^{16}, 2^{18}, 2^{20}, 2^{22}\}$, $m \in \{8, 16, \dots, 1024\}$, \numMCrepsExp{} replications per cell; (ii) logistic regression with $p \in \{3, 8\}$ (intercept and standard normal covariates, coefficients $0.3$ and $\pm0.5/(1+0.15j)$), $N \in \{2^{14},\dots,2^{20}\}$, $m \in \{32, \dots, 1024\}$ with $m \ge 8p$, \numMCrepsLogit{} replications, plus a stress design with $p = 20$ and $m$ down to $6p$ (500 replications); (iii) Poisson regression with the same structure and half the coefficients; (iv) robustness designs: a misspecified logistic model with an omitted quadratic term $0.5(x_1^2 - 1)$ in the index, an ill-conditioned logistic design (covariate covariance with condition number $100$), an exponential sample contaminated by one percent of observations drawn with ten times the scale, and a logistic design with $m \in \{16, 24, 32, 48\}$ for $p = 8$. Every cell records, for each estimator, the scaled gap to the centralized MLE $\sqrt N\norm{\tilde\theta - \thetaN}$, the scaled error $\sqrt N\norm{\tilde\theta - \theta_0}$, Wald intervals from the observed information at the estimate, the status of every local fit, the condition number of the aggregated Hessian and the Newton residuals. Failed replications are counted, not discarded. Monte Carlo standard errors accompany every summary in the processed files; those of the gaps are at most a few percent of the reported values and are omitted from the tables for legibility. The cells were run on the author's laptop and on 18 nodes of the MacLustr cluster (\cref{app:replication}); the simulations are in memory and measure no communication. | |
| 5 | + | |
| 6 | +\subsection{Rates and the frontier} | |
| 7 | +\Cref{fig:rmsgap-exp,fig:rmsgap-logit} plot the root-mean-square scaled gap against $m$ at the largest $N$, and \cref{tab:mc_rates} fits log-log slopes. The ordering predicted by \cref{tab:exponents} is visible across models: the plain average decays like $m^{-1}$, the half-block pilot and the one-step estimator like $m^{-2}$, the one-step estimator from the half-block pilot and the two-step estimator from the average like $m^{-4}$, with the quarter-block pilot in between and its one-step version steepest. The slopes are closer to the predicted exponents in the exponential model, where the bias formulas are exact, than in the logistic and Poisson models at small $m$, where the random remainder with its amplification constant $\Amp$ and the failed sub-block fits are not negligible. \Cref{fig:collapse} shows the same gaps against $K/N^{\alphafr{r}{q}}$ for all $N$: the curves of different $N$ collapse for each $(r,q)$, which is the finite-sample counterpart of the scaling in \cref{thm:frontier}. | |
| 8 | + | |
| 9 | +\begin{figure}[t] | |
| 10 | +\centering | |
| 11 | +\includegraphics[width=0.49\textwidth]{fig_rms_gap_vs_m_exp_p1.pdf}\hfill | |
| 12 | +\includegraphics[width=0.49\textwidth]{fig_rms_gap_vs_m_logit_p8.pdf} | |
| 13 | +\caption{Root-mean-square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$ against the local sample size $m$ at the largest $N$ of the design, exponential model (left) and logistic regression with $p = 8$ (right). Estimators are labelled by $(r,q)$; the analytic Cox--Snell correction uses one local fit; CSL is the full surrogate maximization of \citet{jordan2019communication} with one round. Logarithmic axes; replication counts in \cref{tab:mc_exp_p1,tab:mc_logit_p8}.}\label{fig:rmsgap-exp} | |
| 14 | +\end{figure} | |
| 15 | +\begin{figure}[t] | |
| 16 | +\centering | |
| 17 | +\includegraphics[width=0.49\textwidth]{fig_rms_gap_vs_m_pois_p8.pdf}\hfill | |
| 18 | +\includegraphics[width=0.49\textwidth]{fig_rms_gap_vs_m_logit_p3.pdf} | |
| 19 | +\caption{As \cref{fig:rmsgap-exp}, Poisson regression with $p = 8$ (left) and logistic regression with $p = 3$ (right).}\label{fig:rmsgap-logit} | |
| 20 | +\end{figure} | |
| 21 | +\begin{figure}[t] | |
| 22 | +\centering | |
| 23 | +\includegraphics[width=\textwidth]{fig_gap_collapse_logit_p8.pdf} | |
| 24 | +\caption{Root-mean-square scaled gap against $K/N^{\alpha(r,q)}$ for several $N$ (logistic regression, $p = 8$). Under \cref{thm:frontier} the gap is a function of this ratio up to lower-order terms, so the curves for different $N$ should coincide.}\label{fig:collapse} | |
| 25 | +\end{figure} | |
| 26 | + | |
| 27 | +\subsection{Bias, variance and the cost of higher order} | |
| 28 | +\Cref{tab:mc_exp_p1,tab:mc_logit_p3,tab:mc_logit_p8,tab:mc_pois_p3,tab:mc_pois_p8} report gaps, RMSE and coverage, and \cref{fig:rmse-order} the RMSE against $\theta_0$ of the three pilots. Two facts qualify the exponents. First, higher order is not monotone in finite samples: in the exponential model at $N = 2^{18}$ the quarter-block pilot has a smaller gap than the half-block pilot for $m \le 32$ but a larger one for $m \ge 128$, where its bias is already negligible and the variance inflation from the weights $(8/3, -2, 1/3)$ dominates; the same reversal appears, at larger $m$, in the one-step versions, and in the logistic designs it occurs at smaller $m$ because the quarter-blocks contain only $m/4$ observations for $p$ parameters. Second, the analytic first-order correction of \citet{cordeiro1991bias}, which costs one local fit, matches or beats the half-block jackknife wherever the model's bias formula is exact (the exponential and the canonical GLMs with correctly specified index): it attains the order-2 exponent at one third of the local fits and without the remainder amplification. The jackknife's advantage is that it needs no formula and no third derivatives, which matters for models outside the canonical GLM class and under misspecification. Two Newton steps from the plain average, $(1,2)$, have the same exponent as $(2,1)$ and are the more accurate of the two at every $m$ in all designs; they cost one more synchronized phase and one fewer local fit per worker. | |
| 29 | + | |
| 30 | +\begin{figure}[t] | |
| 31 | +\centering | |
| 32 | +\includegraphics[width=0.49\textwidth]{fig_rmse_theta0_vs_m_exp_p1.pdf}\hfill | |
| 33 | +\includegraphics[width=0.49\textwidth]{fig_rmse_theta0_vs_m_logit_p8.pdf} | |
| 34 | +\caption{Root-mean-square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$ (error against the truth, not against $\widehat\theta_N$) for the pilots of order $1$, $2$, $3$, the one-step estimators from the plain and half-block pilots, and the analytic correction; exponential (left) and logistic $p = 8$ (right). The centralized MLE has RMSE close to $\sqrt{\mathrm{tr}\,\Sigma_\psi}$; a pilot whose RMSE exceeds it pays for its bias (order 1) or for its remainder variance (order 3).}\label{fig:rmse-order} | |
| 35 | +\end{figure} | |
| 36 | + | |
| 37 | +\subsection{Coverage} | |
| 38 | +\Cref{fig:coverage} and the coverage columns of the tables compare empirical and nominal 95\% coverage of intervals built from the observed information at each estimate. Inside the frontier the coverage of $(2,1)$, $(1,2)$, $(3,1)$ and of the analytic correction with one step is indistinguishable from that of the centralized MLE; the plain average under-covers at every $m$ of the grids (its bias $\theta_0/m$ exceeds the standard error $\theta_0/\sqrt N$ whenever $m < \sqrt N$), the one-step estimator $(1,1)$ under-covers for $m \lesssim N^{1/4}$ and the half-block pilot $(2,0)$ for $m \lesssim N^{1/4}$ as well, in agreement with the exponents $3/4$ of both. In the misspecified logistic design (\cref{tab:mc_logit_misspec_p3}) the observed-information intervals of every estimator, including the centralized pseudo-MLE, under-cover, while the sandwich intervals of the centralized estimator are nominal; since the distributed estimators are first-order equivalent to it, the same sandwich applies to them (\cref{cor:inference}). | |
| 39 | + | |
| 40 | +\begin{figure}[t] | |
| 41 | +\centering | |
| 42 | +\includegraphics[width=0.49\textwidth]{fig_coverage95_exp_p1.pdf}\hfill | |
| 43 | +\includegraphics[width=0.49\textwidth]{fig_coverage95_logit_p8.pdf} | |
| 44 | +\caption{Empirical coverage of nominal 95\% Wald intervals (observed information at the estimate) against $m$, exponential (left) and logistic $p = 8$ (right); Monte Carlo standard error about $0.005$ (exponential) and $0.007$ (logistic).}\label{fig:coverage} | |
| 45 | +\end{figure} | |
| 46 | + | |
| 47 | +\subsection{The boundary} | |
| 48 | +\Cref{tab:boundary} and \cref{fig:boundary} report the exact-model boundary study: $K$ is set to $cN^{\alphafr{r}{q}}$ (rounded so that $m$ is a multiple of the finest split) and the mean of $\sqrt N(\iter{r}{q} - \thetaN)$ is compared with the limit of \cref{thm:exponential}(v) at the realized $c_{\mathrm{eff}} = K/N^{\alpha}$ and with the finite-$m$ prediction $-\sqrt N\,\E[(\pilot{r} - \thetaN)^{2}]/\theta_0$ computed from the exact bias and the variance of the local remainder (\cref{app:exp}). The finite-$m$ prediction matches the Monte Carlo means to three digits in every cell, and the ratio of the mean to the asymptotic limit decreases towards one as $m$ grows: for $(1,1)$ and $(2,0)$, where $m \asymp N^{1/4}$, the ratio is within three percent of one at $N \ge 2^{22}$; for $(2,1)$ and $(1,2)$, where $m \asymp N^{1/8}$, the local sample sizes at $N \le 2^{24}$ do not exceed $16$ and the ratio is still between $1.3$ and $2.5$. The boundary constants are therefore confirmed, but as the limit of a regime that is reached only at very large $N$; at any practical $N$ the finite-$m$ formula is the relevant prediction. | |
| 49 | + | |
| 50 | +\begin{figure}[t] | |
| 51 | +\centering | |
| 52 | +\includegraphics[width=\textwidth]{fig_boundary_exponential.pdf} | |
| 53 | +\caption{Boundary study in the exponential model: ratio of the Monte Carlo mean of $\sqrt N(\theta^{(q)}_r - \widehat\theta_N)$ to the asymptotic limit of \cref{thm:exponential}(v) (filled markers, $\pm1.96$ standard errors) and of the finite-$m$ prediction to the same limit (hollow markers), against the local sample size $m$ that $K = cN^{\alpha(r,q)}$ implies at each $N$.}\label{fig:boundary} | |
| 54 | +\end{figure} | |
| 55 | + | |
| 56 | +\subsection{Ablations: patterns, rounds, curvature and quantization} | |
| 57 | +\Cref{tab:abl_exponential,tab:abl_logistic} vary the split pattern ($(1,2,4)$ against $(1,2,3)$, $(1,3)$, and the order-4 patterns), the number of rounds $q \in \{0,\dots,3\}$, the curvature used by the coordinator (exact, stale averaged local Hessians, single-machine Hessian) and the number of mantissa bits of the transmitted score and Hessian. Three findings. (a) At equal order the pattern $(1,2,3)$ of \citet{dhaene2015split} and the doubling pattern $(1,2,4)$ are close; $(1,2,3)$ has the smaller bias constant and the larger remainder amplification, and which one wins depends on $m$, as \cref{tab:weights} suggests. The order-4 patterns are worse than order 3 at every $m$ of the grids. (b) With stale curvature the first round removes most of the gap but the second round gains much less than with exact curvature, and the single-machine Hessian is worse still, in the order predicted by \cref{thm:inexact}; in the exponential model single-machine curvature is exact and coincides with the exact variant. (c) Quantizing the Hessian to $b$ mantissa bits leaves the one-step gap unchanged down to $b$ of the order of the bits of \eqref{eq:bits} for the cell and degrades it below; the score needs about as many bits as the Hessian under relative quantization, as the proof of \cref{thm:inexact}(c) anticipates; quantizing both compounds the two effects. | |
| 58 | + | |
| 59 | +\subsection{Unequal blocks, contamination, small blocks} | |
| 60 | +\Cref{tab:skew} reports the unequal-size experiment of \cref{prop:robust}: with size ratios $4$ and $16$ the size-weighted pilots behave as in the equal-size case, the equal-weight pilots have a gap of order one that does not vanish with $N$ for $q = 0$, and one Newton step removes it; in the logistic design with $K = 1024$ and ratio $16$ the smallest blocks contain a few dozen observations for $p = 3$, some half-blocks separate, and the equal-weight raw pilot occasionally lands where the aggregated curvature is singular; these replications are counted as failures. The contaminated exponential design (\cref{tab:mc_exp_contam_p1}) is a misspecified exponential model whose pseudo-true rate is smaller than $\theta_0$; all estimators remain first-order equivalent to the centralized pseudo-MLE, as \cref{prop:robust}(ii) states, and the gaps are the same as in the clean design. In the small-block logistic design (\cref{tab:mc_logit_small_m_p8}) and the $p = 20$ design (\cref{tab:mc_logit_p20_p20}), the fraction of workers with all sub-block fits valid falls below one at the smallest $m$ for the quarter-block pattern first, then for the half-block pattern; the tables report these fractions, and the estimators that use invalid fits inherit their failures. | |
| 61 | + | |
| 62 | +\input{tables/mc_exp_p1} | |
| 63 | +\input{tables/mc_logit_p3} | |
| 64 | +\input{tables/mc_logit_p8} | |
| 65 | +\input{tables/mc_pois_p3} | |
| 66 | +\input{tables/mc_pois_p8} | |
| 67 | +\input{tables/mc_rates} | |
| 68 | +\input{tables/boundary} | |
| 69 | +\input{tables/abl_exponential} | |
| 70 | +\input{tables/abl_logistic} | |
| 71 | +\input{tables/skew} | |
| 72 | +\input{tables/mc_logit_misspec_p3} | |
| 73 | +\input{tables/mc_exp_contam_p1} | |
| 74 | +\FloatBarrier | |
modified
paper/tables/abl_exponential.tex
+129 −129
@@ -1,139 +1,139 @@ | ||
| 1 | 1 | \begin{table}[p] |
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | −\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} | |
| 4 | +\caption{Ablation (exponential, $N = 3,145,728$): 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} | |
| 5 | 5 | \begin{tabular}{@{}llrr@{}} |
| 6 | 6 | \toprule |
| 7 | −Pattern & curvature & $q$ & $m = 96$ \\ | |
| 7 | +Pattern & curvature & $q$ & $m = 192$ \\ | |
| 8 | 8 | \midrule |
| 9 | −(1) & exact & 0 & 13.223 \\ | |
| 10 | −(1) & exact & 1 & 0.139 \\ | |
| 11 | −(1) & exact & 2 & 1.55e-5 \\ | |
| 12 | −(1) & exact & 3 & 2.42e-13 \\ | |
| 13 | −(1) & stale & 1 & 0.273 \\ | |
| 14 | −(1) & stale & 2 & 0.003 \\ | |
| 15 | −(1) & stale & 3 & 2.98e-5 \\ | |
| 16 | −(1) & single & 1 & 0.139 \\ | |
| 17 | −(1) & single & 2 & 1.55e-5 \\ | |
| 18 | −(1) & single & 3 & 2.42e-13 \\ | |
| 19 | −(1,2) & exact & 0 & 0.323 \\ | |
| 20 | −(1,2) & exact & 1 & 1.29e-4 \\ | |
| 21 | −(1,2) & exact & 2 & 3.32e-11 \\ | |
| 22 | −(1,2) & exact & 3 & 1.57e-13 \\ | |
| 23 | −(1,2) & stale & 1 & 0.003 \\ | |
| 24 | −(1,2) & stale & 2 & 3.27e-5 \\ | |
| 25 | −(1,2) & stale & 3 & 3.35e-7 \\ | |
| 26 | −(1,2) & single & 1 & 1.29e-4 \\ | |
| 27 | −(1,2) & single & 2 & 3.32e-11 \\ | |
| 28 | −(1,2) & single & 3 & 1.57e-13 \\ | |
| 29 | −(1,3) & exact & 0 & 0.437 \\ | |
| 30 | −(1,3) & exact & 1 & 1.94e-4 \\ | |
| 31 | −(1,3) & exact & 2 & 5.28e-11 \\ | |
| 32 | −(1,3) & exact & 3 & 1.64e-13 \\ | |
| 33 | −(1,2,4) & exact & 0 & 0.316 \\ | |
| 34 | −(1,2,4) & exact & 1 & 1.30e-4 \\ | |
| 35 | −(1,2,4) & exact & 2 & 3.44e-11 \\ | |
| 36 | −(1,2,4) & exact & 3 & 1.51e-13 \\ | |
| 37 | −(1,2,4) & stale & 1 & 0.003 \\ | |
| 38 | −(1,2,4) & stale & 2 & 3.43e-5 \\ | |
| 39 | −(1,2,4) & stale & 3 & 3.55e-7 \\ | |
| 40 | −(1,2,4) & single & 1 & 1.30e-4 \\ | |
| 41 | −(1,2,4) & single & 2 & 3.44e-11 \\ | |
| 42 | −(1,2,4) & single & 3 & 1.51e-13 \\ | |
| 43 | −(1,2,3) & exact & 0 & 0.446 \\ | |
| 44 | −(1,2,3) & exact & 1 & 2.70e-4 \\ | |
| 45 | −(1,2,3) & exact & 2 & 1.75e-10 \\ | |
| 46 | −(1,2,3) & exact & 3 & 1.54e-13 \\ | |
| 47 | −(1,2,4,8) & exact & 0 & 0.387 \\ | |
| 48 | −(1,2,4,8) & exact & 1 & 1.98e-4 \\ | |
| 49 | −(1,2,4,8) & exact & 2 & 8.24e-11 \\ | |
| 50 | −(1,2,4,8) & exact & 3 & 1.53e-13 \\ | |
| 51 | −(1,2,3,4) & exact & 0 & 1.003 \\ | |
| 52 | −(1,2,3,4) & exact & 1 & 0.001 \\ | |
| 53 | −(1,2,3,4) & exact & 2 & 5.56e-9 \\ | |
| 54 | −(1,2,3,4) & exact & 3 & 1.43e-13 \\ | |
| 9 | +(1) & exact & 0 & 9.283 \\ | |
| 10 | +(1) & exact & 1 & 0.049 \\ | |
| 11 | +(1) & exact & 2 & 1.33e-6 \\ | |
| 12 | +(1) & exact & 3 & 2.18e-13 \\ | |
| 13 | +(1) & stale & 1 & 0.096 \\ | |
| 14 | +(1) & stale & 2 & 5.04e-4 \\ | |
| 15 | +(1) & stale & 3 & 2.61e-6 \\ | |
| 16 | +(1) & single & 1 & 0.049 \\ | |
| 17 | +(1) & single & 2 & 1.33e-6 \\ | |
| 18 | +(1) & single & 3 & 2.18e-13 \\ | |
| 19 | +(1,2) & exact & 0 & 0.179 \\ | |
| 20 | +(1,2) & exact & 1 & 2.96e-5 \\ | |
| 21 | +(1,2) & exact & 2 & 1.48e-12 \\ | |
| 22 | +(1,2) & exact & 3 & 2.24e-13 \\ | |
| 23 | +(1,2) & stale & 1 & 8.95e-4 \\ | |
| 24 | +(1,2) & stale & 2 & 4.61e-6 \\ | |
| 25 | +(1,2) & stale & 3 & 2.37e-8 \\ | |
| 26 | +(1,2) & single & 1 & 2.96e-5 \\ | |
| 27 | +(1,2) & single & 2 & 1.48e-12 \\ | |
| 28 | +(1,2) & single & 3 & 2.24e-13 \\ | |
| 29 | +(1,3) & exact & 0 & 0.197 \\ | |
| 30 | +(1,3) & exact & 1 & 3.26e-5 \\ | |
| 31 | +(1,3) & exact & 2 & 1.42e-12 \\ | |
| 32 | +(1,3) & exact & 3 & 2.18e-13 \\ | |
| 33 | +(1,2,4) & exact & 0 & 0.208 \\ | |
| 34 | +(1,2,4) & exact & 1 & 4.12e-5 \\ | |
| 35 | +(1,2,4) & exact & 2 & 3.07e-12 \\ | |
| 36 | +(1,2,4) & exact & 3 & 2.24e-13 \\ | |
| 37 | +(1,2,4) & stale & 1 & 0.001 \\ | |
| 38 | +(1,2,4) & stale & 2 & 5.58e-6 \\ | |
| 39 | +(1,2,4) & stale & 3 & 2.89e-8 \\ | |
| 40 | +(1,2,4) & single & 1 & 4.12e-5 \\ | |
| 41 | +(1,2,4) & single & 2 & 3.07e-12 \\ | |
| 42 | +(1,2,4) & single & 3 & 2.24e-13 \\ | |
| 43 | +(1,2,3) & exact & 0 & 0.297 \\ | |
| 44 | +(1,2,3) & exact & 1 & 8.73e-5 \\ | |
| 45 | +(1,2,3) & exact & 2 & 1.39e-11 \\ | |
| 46 | +(1,2,3) & exact & 3 & 2.26e-13 \\ | |
| 47 | +(1,2,4,8) & exact & 0 & 0.256 \\ | |
| 48 | +(1,2,4,8) & exact & 1 & 6.22e-5 \\ | |
| 49 | +(1,2,4,8) & exact & 2 & 6.94e-12 \\ | |
| 50 | +(1,2,4,8) & exact & 3 & 2.22e-13 \\ | |
| 51 | +(1,2,3,4) & exact & 0 & 0.679 \\ | |
| 52 | +(1,2,3,4) & exact & 1 & 4.78e-4 \\ | |
| 53 | +(1,2,3,4) & exact & 2 & 4.57e-10 \\ | |
| 54 | +(1,2,3,4) & exact & 3 & 2.20e-13 \\ | |
| 55 | 55 | \midrule |
| 56 | −(1) & $b$-bit Hessian, $b=2$ & 1 & 0.140 \\ | |
| 57 | −(1) & $b$-bit Hessian, $b=3$ & 1 & 0.140 \\ | |
| 58 | −(1) & $b$-bit Hessian, $b=4$ & 1 & 0.140 \\ | |
| 59 | −(1) & $b$-bit Hessian, $b=6$ & 1 & 0.091 \\ | |
| 60 | −(1) & $b$-bit Hessian, $b=8$ & 1 & 0.140 \\ | |
| 61 | −(1) & $b$-bit Hessian, $b=12$ & 1 & 0.139 \\ | |
| 62 | −(1) & $b$-bit Hessian, $b=16$ & 1 & 0.139 \\ | |
| 63 | −(1) & $b$-bit Hessian, $b=24$ & 1 & 0.139 \\ | |
| 64 | −(1) & $b$-bit Hessian, $b=52$ & 1 & 0.139 \\ | |
| 65 | −(1) & $b$-bit score, $b=2$ & 1 & 1.792 \\ | |
| 66 | −(1) & $b$-bit score, $b=3$ & 1 & 0.728 \\ | |
| 67 | −(1) & $b$-bit score, $b=4$ & 1 & 0.522 \\ | |
| 68 | −(1) & $b$-bit score, $b=6$ & 1 & 0.165 \\ | |
| 69 | −(1) & $b$-bit score, $b=8$ & 1 & 0.142 \\ | |
| 70 | −(1) & $b$-bit score, $b=12$ & 1 & 0.139 \\ | |
| 71 | −(1) & $b$-bit score, $b=16$ & 1 & 0.139 \\ | |
| 72 | −(1) & $b$-bit score, $b=24$ & 1 & 0.139 \\ | |
| 73 | −(1) & $b$-bit score, $b=52$ & 1 & 0.139 \\ | |
| 74 | −(1) & $b$-bit both, $b=2$ & 1 & 1.482 \\ | |
| 75 | −(1) & $b$-bit both, $b=3$ & 1 & 0.985 \\ | |
| 76 | −(1) & $b$-bit both, $b=4$ & 1 & 0.310 \\ | |
| 77 | −(1) & $b$-bit both, $b=6$ & 1 & 0.129 \\ | |
| 78 | −(1) & $b$-bit both, $b=8$ & 1 & 0.143 \\ | |
| 79 | −(1) & $b$-bit both, $b=12$ & 1 & 0.139 \\ | |
| 80 | −(1) & $b$-bit both, $b=16$ & 1 & 0.139 \\ | |
| 81 | −(1) & $b$-bit both, $b=24$ & 1 & 0.139 \\ | |
| 82 | −(1) & $b$-bit both, $b=52$ & 1 & 0.139 \\ | |
| 83 | −(1,2) & $b$-bit Hessian, $b=2$ & 1 & 5.20e-4 \\ | |
| 84 | −(1,2) & $b$-bit Hessian, $b=3$ & 1 & 5.20e-4 \\ | |
| 85 | −(1,2) & $b$-bit Hessian, $b=4$ & 1 & 5.20e-4 \\ | |
| 86 | −(1,2) & $b$-bit Hessian, $b=6$ & 1 & 5.20e-4 \\ | |
| 87 | −(1,2) & $b$-bit Hessian, $b=8$ & 1 & 4.80e-4 \\ | |
| 88 | −(1,2) & $b$-bit Hessian, $b=12$ & 1 & 1.29e-4 \\ | |
| 89 | −(1,2) & $b$-bit Hessian, $b=16$ & 1 & 1.29e-4 \\ | |
| 90 | −(1,2) & $b$-bit Hessian, $b=24$ & 1 & 1.29e-4 \\ | |
| 91 | −(1,2) & $b$-bit Hessian, $b=52$ & 1 & 1.29e-4 \\ | |
| 92 | −(1,2) & $b$-bit score, $b=2$ & 1 & 0.034 \\ | |
| 93 | −(1,2) & $b$-bit score, $b=3$ & 1 & 0.017 \\ | |
| 94 | −(1,2) & $b$-bit score, $b=4$ & 1 & 0.008 \\ | |
| 95 | −(1,2) & $b$-bit score, $b=6$ & 1 & 0.002 \\ | |
| 96 | −(1,2) & $b$-bit score, $b=8$ & 1 & 5.35e-4 \\ | |
| 97 | −(1,2) & $b$-bit score, $b=12$ & 1 & 1.37e-4 \\ | |
| 98 | −(1,2) & $b$-bit score, $b=16$ & 1 & 1.29e-4 \\ | |
| 99 | −(1,2) & $b$-bit score, $b=24$ & 1 & 1.29e-4 \\ | |
| 100 | −(1,2) & $b$-bit score, $b=52$ & 1 & 1.29e-4 \\ | |
| 101 | −(1,2) & $b$-bit both, $b=2$ & 1 & 0.034 \\ | |
| 102 | −(1,2) & $b$-bit both, $b=3$ & 1 & 0.017 \\ | |
| 103 | −(1,2) & $b$-bit both, $b=4$ & 1 & 0.008 \\ | |
| 104 | −(1,2) & $b$-bit both, $b=6$ & 1 & 0.002 \\ | |
| 105 | −(1,2) & $b$-bit both, $b=8$ & 1 & 6.71e-4 \\ | |
| 106 | −(1,2) & $b$-bit both, $b=12$ & 1 & 1.38e-4 \\ | |
| 107 | −(1,2) & $b$-bit both, $b=16$ & 1 & 1.29e-4 \\ | |
| 108 | −(1,2) & $b$-bit both, $b=24$ & 1 & 1.29e-4 \\ | |
| 109 | −(1,2) & $b$-bit both, $b=52$ & 1 & 1.29e-4 \\ | |
| 110 | −(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 4.74e-4 \\ | |
| 111 | −(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 4.74e-4 \\ | |
| 112 | −(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 4.74e-4 \\ | |
| 113 | −(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 4.74e-4 \\ | |
| 114 | −(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 4.33e-4 \\ | |
| 115 | −(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 1.41e-4 \\ | |
| 116 | −(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 1.30e-4 \\ | |
| 117 | −(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 1.30e-4 \\ | |
| 118 | −(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 1.30e-4 \\ | |
| 119 | −(1,2,4) & $b$-bit score, $b=2$ & 1 & 0.033 \\ | |
| 120 | −(1,2,4) & $b$-bit score, $b=3$ & 1 & 0.017 \\ | |
| 121 | −(1,2,4) & $b$-bit score, $b=4$ & 1 & 0.008 \\ | |
| 122 | −(1,2,4) & $b$-bit score, $b=6$ & 1 & 0.002 \\ | |
| 123 | −(1,2,4) & $b$-bit score, $b=8$ & 1 & 5.47e-4 \\ | |
| 124 | −(1,2,4) & $b$-bit score, $b=12$ & 1 & 1.33e-4 \\ | |
| 125 | −(1,2,4) & $b$-bit score, $b=16$ & 1 & 1.30e-4 \\ | |
| 126 | −(1,2,4) & $b$-bit score, $b=24$ & 1 & 1.30e-4 \\ | |
| 127 | −(1,2,4) & $b$-bit score, $b=52$ & 1 & 1.30e-4 \\ | |
| 128 | −(1,2,4) & $b$-bit both, $b=2$ & 1 & 0.033 \\ | |
| 129 | −(1,2,4) & $b$-bit both, $b=3$ & 1 & 0.017 \\ | |
| 130 | −(1,2,4) & $b$-bit both, $b=4$ & 1 & 0.008 \\ | |
| 131 | −(1,2,4) & $b$-bit both, $b=6$ & 1 & 0.002 \\ | |
| 132 | −(1,2,4) & $b$-bit both, $b=8$ & 1 & 7.26e-4 \\ | |
| 133 | −(1,2,4) & $b$-bit both, $b=12$ & 1 & 1.44e-4 \\ | |
| 134 | −(1,2,4) & $b$-bit both, $b=16$ & 1 & 1.30e-4 \\ | |
| 135 | −(1,2,4) & $b$-bit both, $b=24$ & 1 & 1.30e-4 \\ | |
| 136 | −(1,2,4) & $b$-bit both, $b=52$ & 1 & 1.30e-4 \\ | |
| 56 | +(1) & $b$-bit Hessian, $b=2$ & 1 & 0.050 \\ | |
| 57 | +(1) & $b$-bit Hessian, $b=3$ & 1 & 0.050 \\ | |
| 58 | +(1) & $b$-bit Hessian, $b=4$ & 1 & 0.050 \\ | |
| 59 | +(1) & $b$-bit Hessian, $b=6$ & 1 & 0.098 \\ | |
| 60 | +(1) & $b$-bit Hessian, $b=8$ & 1 & 0.052 \\ | |
| 61 | +(1) & $b$-bit Hessian, $b=12$ & 1 & 0.049 \\ | |
| 62 | +(1) & $b$-bit Hessian, $b=16$ & 1 & 0.049 \\ | |
| 63 | +(1) & $b$-bit Hessian, $b=24$ & 1 & 0.049 \\ | |
| 64 | +(1) & $b$-bit Hessian, $b=52$ & 1 & 0.049 \\ | |
| 65 | +(1) & $b$-bit score, $b=2$ & 1 & 1.224 \\ | |
| 66 | +(1) & $b$-bit score, $b=3$ & 1 & 0.540 \\ | |
| 67 | +(1) & $b$-bit score, $b=4$ & 1 & 0.342 \\ | |
| 68 | +(1) & $b$-bit score, $b=6$ & 1 & 0.082 \\ | |
| 69 | +(1) & $b$-bit score, $b=8$ & 1 & 0.050 \\ | |
| 70 | +(1) & $b$-bit score, $b=12$ & 1 & 0.049 \\ | |
| 71 | +(1) & $b$-bit score, $b=16$ & 1 & 0.049 \\ | |
| 72 | +(1) & $b$-bit score, $b=24$ & 1 & 0.049 \\ | |
| 73 | +(1) & $b$-bit score, $b=52$ & 1 & 0.049 \\ | |
| 74 | +(1) & $b$-bit both, $b=2$ & 1 & 1.115 \\ | |
| 75 | +(1) & $b$-bit both, $b=3$ & 1 & 0.630 \\ | |
| 76 | +(1) & $b$-bit both, $b=4$ & 1 & 0.266 \\ | |
| 77 | +(1) & $b$-bit both, $b=6$ & 1 & 0.119 \\ | |
| 78 | +(1) & $b$-bit both, $b=8$ & 1 & 0.053 \\ | |
| 79 | +(1) & $b$-bit both, $b=12$ & 1 & 0.049 \\ | |
| 80 | +(1) & $b$-bit both, $b=16$ & 1 & 0.049 \\ | |
| 81 | +(1) & $b$-bit both, $b=24$ & 1 & 0.049 \\ | |
| 82 | +(1) & $b$-bit both, $b=52$ & 1 & 0.049 \\ | |
| 83 | +(1,2) & $b$-bit Hessian, $b=2$ & 1 & 1.97e-4 \\ | |
| 84 | +(1,2) & $b$-bit Hessian, $b=3$ & 1 & 1.97e-4 \\ | |
| 85 | +(1,2) & $b$-bit Hessian, $b=4$ & 1 & 1.97e-4 \\ | |
| 86 | +(1,2) & $b$-bit Hessian, $b=6$ & 1 & 1.97e-4 \\ | |
| 87 | +(1,2) & $b$-bit Hessian, $b=8$ & 1 & 1.89e-4 \\ | |
| 88 | +(1,2) & $b$-bit Hessian, $b=12$ & 1 & 3.53e-5 \\ | |
| 89 | +(1,2) & $b$-bit Hessian, $b=16$ & 1 & 2.97e-5 \\ | |
| 90 | +(1,2) & $b$-bit Hessian, $b=24$ & 1 & 2.96e-5 \\ | |
| 91 | +(1,2) & $b$-bit Hessian, $b=52$ & 1 & 2.96e-5 \\ | |
| 92 | +(1,2) & $b$-bit score, $b=2$ & 1 & 0.018 \\ | |
| 93 | +(1,2) & $b$-bit score, $b=3$ & 1 & 0.009 \\ | |
| 94 | +(1,2) & $b$-bit score, $b=4$ & 1 & 0.005 \\ | |
| 95 | +(1,2) & $b$-bit score, $b=6$ & 1 & 0.001 \\ | |
| 96 | +(1,2) & $b$-bit score, $b=8$ & 1 & 2.98e-4 \\ | |
| 97 | +(1,2) & $b$-bit score, $b=12$ & 1 & 3.39e-5 \\ | |
| 98 | +(1,2) & $b$-bit score, $b=16$ & 1 & 2.96e-5 \\ | |
| 99 | +(1,2) & $b$-bit score, $b=24$ & 1 & 2.96e-5 \\ | |
| 100 | +(1,2) & $b$-bit score, $b=52$ & 1 & 2.96e-5 \\ | |
| 101 | +(1,2) & $b$-bit both, $b=2$ & 1 & 0.018 \\ | |
| 102 | +(1,2) & $b$-bit both, $b=3$ & 1 & 0.009 \\ | |
| 103 | +(1,2) & $b$-bit both, $b=4$ & 1 & 0.005 \\ | |
| 104 | +(1,2) & $b$-bit both, $b=6$ & 1 & 0.001 \\ | |
| 105 | +(1,2) & $b$-bit both, $b=8$ & 1 & 3.40e-4 \\ | |
| 106 | +(1,2) & $b$-bit both, $b=12$ & 1 & 3.84e-5 \\ | |
| 107 | +(1,2) & $b$-bit both, $b=16$ & 1 & 2.97e-5 \\ | |
| 108 | +(1,2) & $b$-bit both, $b=24$ & 1 & 2.96e-5 \\ | |
| 109 | +(1,2) & $b$-bit both, $b=52$ & 1 & 2.96e-5 \\ | |
| 110 | +(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 2.27e-4 \\ | |
| 111 | +(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 2.27e-4 \\ | |
| 112 | +(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 2.27e-4 \\ | |
| 113 | +(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 2.27e-4 \\ | |
| 114 | +(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 2.17e-4 \\ | |
| 115 | +(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 4.90e-5 \\ | |
| 116 | +(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 4.12e-5 \\ | |
| 117 | +(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 4.12e-5 \\ | |
| 118 | +(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 4.12e-5 \\ | |
| 119 | +(1,2,4) & $b$-bit score, $b=2$ & 1 & 0.022 \\ | |
| 120 | +(1,2,4) & $b$-bit score, $b=3$ & 1 & 0.011 \\ | |
| 121 | +(1,2,4) & $b$-bit score, $b=4$ & 1 & 0.006 \\ | |
| 122 | +(1,2,4) & $b$-bit score, $b=6$ & 1 & 0.001 \\ | |
| 123 | +(1,2,4) & $b$-bit score, $b=8$ & 1 & 3.57e-4 \\ | |
| 124 | +(1,2,4) & $b$-bit score, $b=12$ & 1 & 4.56e-5 \\ | |
| 125 | +(1,2,4) & $b$-bit score, $b=16$ & 1 & 4.14e-5 \\ | |
| 126 | +(1,2,4) & $b$-bit score, $b=24$ & 1 & 4.12e-5 \\ | |
| 127 | +(1,2,4) & $b$-bit score, $b=52$ & 1 & 4.12e-5 \\ | |
| 128 | +(1,2,4) & $b$-bit both, $b=2$ & 1 & 0.022 \\ | |
| 129 | +(1,2,4) & $b$-bit both, $b=3$ & 1 & 0.011 \\ | |
| 130 | +(1,2,4) & $b$-bit both, $b=4$ & 1 & 0.006 \\ | |
| 131 | +(1,2,4) & $b$-bit both, $b=6$ & 1 & 0.001 \\ | |
| 132 | +(1,2,4) & $b$-bit both, $b=8$ & 1 & 4.33e-4 \\ | |
| 133 | +(1,2,4) & $b$-bit both, $b=12$ & 1 & 5.31e-5 \\ | |
| 134 | +(1,2,4) & $b$-bit both, $b=16$ & 1 & 4.14e-5 \\ | |
| 135 | +(1,2,4) & $b$-bit both, $b=24$ & 1 & 4.12e-5 \\ | |
| 136 | +(1,2,4) & $b$-bit both, $b=52$ & 1 & 4.12e-5 \\ | |
| 137 | 137 | \bottomrule |
| 138 | 138 | \end{tabular} |
| 139 | 139 | \begin{tablenotes}\footnotesize |
modified
paper/tables/abl_logistic.tex
+124 −124
@@ -6,138 +6,138 @@ | ||
| 6 | 6 | \toprule |
| 7 | 7 | Pattern & curvature & $q$ & $m = 96$ \\ |
| 8 | 8 | \midrule |
| 9 | −(1) & exact & 0 & 57.950 \\ | |
| 10 | −(1) & exact & 1 & 3.417 \\ | |
| 9 | +(1) & exact & 0 & 57.821 \\ | |
| 10 | +(1) & exact & 1 & 3.401 \\ | |
| 11 | 11 | (1) & exact & 2 & 0.011 \\ |
| 12 | −(1) & exact & 3 & 1.24e-7 \\ | |
| 13 | −(1) & stale & 1 & 1.302 \\ | |
| 14 | −(1) & stale & 2 & 0.109 \\ | |
| 12 | +(1) & exact & 3 & 1.22e-7 \\ | |
| 13 | +(1) & stale & 1 & 1.316 \\ | |
| 14 | +(1) & stale & 2 & 0.111 \\ | |
| 15 | 15 | (1) & stale & 3 & 0.009 \\ |
| 16 | −(1) & single & 1 & 17.275 \\ | |
| 17 | −(1) & single & 2 & 11.674 \\ | |
| 18 | −(1) & single & 3 & 10.562 \\ | |
| 19 | −(1,2) & exact & 0 & 426.941 \\ | |
| 20 | −(1,2) & exact & 1 & 2316.233 \\ | |
| 21 | −(1,2) & exact & 2 & 9.35e+5 \\ | |
| 22 | −(1,2) & exact & 3 & 1.61e+14 \\ | |
| 23 | −(1,2) & stale & 1 & 139.167 \\ | |
| 24 | −(1,2) & stale & 2 & 33.349 \\ | |
| 25 | −(1,2) & stale & 3 & 3.160 \\ | |
| 26 | −(1,2) & single & 1 & 2485.332 \\ | |
| 27 | −(1,2) & single & 2 & 2.99e+6 \\ | |
| 28 | −(1,2) & single & 3 & 5.18e+38 \\ | |
| 29 | −(1,3) & exact & 0 & 4391.045 \\ | |
| 30 | −(1,3) & exact & 1 & 3.31e+5 \\ | |
| 31 | −(1,3) & exact & 2 & 5.73e+11 \\ | |
| 32 | −(1,3) & exact & 3 & 7.08e+109 \\ | |
| 33 | −(1,2,4) & exact & 0 & 4.32e+4 \\ | |
| 34 | −(1,2,4) & exact & 1 & 6.04e+9 \\ | |
| 35 | −(1,2,4) & exact & 2 & 4.29e+16 \\ | |
| 36 | −(1,2,4) & exact & 3 & 4.32e+16 \\ | |
| 37 | −(1,2,4) & stale & 1 & 4.30e+4 \\ | |
| 38 | −(1,2,4) & stale & 2 & 4.27e+4 \\ | |
| 39 | −(1,2,4) & stale & 3 & 4.25e+4 \\ | |
| 40 | −(1,2,4) & single & 1 & 3.48e+26 \\ | |
| 41 | −(1,2,4) & single & 2 & 5.80e+97 \\ | |
| 42 | −(1,2,4) & single & 3 & 5.83e+97 \\ | |
| 43 | −(1,2,3) & exact & 0 & 8352.835 \\ | |
| 44 | −(1,2,3) & exact & 1 & 1.02e+6 \\ | |
| 45 | −(1,2,3) & exact & 2 & 4.99e+13 \\ | |
| 46 | −(1,2,3) & exact & 3 & 3.80e+106 \\ | |
| 47 | −(1,2,4,8) & exact & 0 & 8.62e+4 \\ | |
| 48 | −(1,2,4,8) & exact & 1 & 5.25e+10 \\ | |
| 49 | −(1,2,4,8) & exact & 2 & 1.96e+24 \\ | |
| 50 | −(1,2,4,8) & exact & 3 & 1.96e+24 \\ | |
| 51 | −(1,2,3,4) & exact & 0 & 1.25e+5 \\ | |
| 52 | −(1,2,3,4) & exact & 1 & 2.92e+11 \\ | |
| 53 | −(1,2,3,4) & exact & 2 & 3.69e+23 \\ | |
| 54 | −(1,2,3,4) & exact & 3 & 1.83e+89 \\ | |
| 16 | +(1) & single & 1 & 17.180 \\ | |
| 17 | +(1) & single & 2 & 11.769 \\ | |
| 18 | +(1) & single & 3 & 11.093 \\ | |
| 19 | +(1,2) & exact & 0 & 925.947 \\ | |
| 20 | +(1,2) & exact & 1 & 2.68e+5 \\ | |
| 21 | +(1,2) & exact & 2 & 5.11e+12 \\ | |
| 22 | +(1,2) & exact & 3 & 9.29e+13 \\ | |
| 23 | +(1,2) & stale & 1 & 761.997 \\ | |
| 24 | +(1,2) & stale & 2 & 664.009 \\ | |
| 25 | +(1,2) & stale & 3 & 580.598 \\ | |
| 26 | +(1,2) & single & 1 & 5.93e+5 \\ | |
| 27 | +(1,2) & single & 2 & 3.90e+24 \\ | |
| 28 | +(1,2) & single & 3 & 2.99e+38 \\ | |
| 29 | +(1,3) & exact & 0 & 8657.896 \\ | |
| 30 | +(1,3) & exact & 1 & 2.02e+8 \\ | |
| 31 | +(1,3) & exact & 2 & 7.73e+46 \\ | |
| 32 | +(1,3) & exact & 3 & 4.22e+130 \\ | |
| 33 | +(1,2,4) & exact & 0 & 3.07e+4 \\ | |
| 34 | +(1,2,4) & exact & 1 & 3.62e+9 \\ | |
| 35 | +(1,2,4) & exact & 2 & 3.14e+16 \\ | |
| 36 | +(1,2,4) & exact & 3 & 2.45e+91 \\ | |
| 37 | +(1,2,4) & stale & 1 & 3.04e+4 \\ | |
| 38 | +(1,2,4) & stale & 2 & 3.02e+4 \\ | |
| 39 | +(1,2,4) & stale & 3 & 2.99e+4 \\ | |
| 40 | +(1,2,4) & single & 1 & 2.01e+26 \\ | |
| 41 | +(1,2,4) & single & 2 & 5.38e+139 \\ | |
| 42 | +(1,2,4) & single & 3 & 5.42e+139 \\ | |
| 43 | +(1,2,3) & exact & 0 & 1.72e+4 \\ | |
| 44 | +(1,2,3) & exact & 1 & 9.04e+8 \\ | |
| 45 | +(1,2,3) & exact & 2 & 4.22e+17 \\ | |
| 46 | +(1,2,3) & exact & 3 & 1.52e+137 \\ | |
| 47 | +(1,2,4,8) & exact & 0 & 6.12e+4 \\ | |
| 48 | +(1,2,4,8) & exact & 1 & 3.14e+10 \\ | |
| 49 | +(1,2,4,8) & exact & 2 & 1.50e+27 \\ | |
| 50 | +(1,2,4,8) & exact & 3 & 1.50e+27 \\ | |
| 51 | +(1,2,3,4) & exact & 0 & 1.05e+5 \\ | |
| 52 | +(1,2,3,4) & exact & 1 & 1.84e+11 \\ | |
| 53 | +(1,2,3,4) & exact & 2 & 4.02e+32 \\ | |
| 54 | +(1,2,3,4) & exact & 3 & 5.16e+140 \\ | |
| 55 | 55 | \midrule |
| 56 | 56 | (1) & $b$-bit Hessian, $b=2$ & 1 & 3.384 \\ |
| 57 | −(1) & $b$-bit Hessian, $b=3$ & 1 & 3.532 \\ | |
| 58 | −(1) & $b$-bit Hessian, $b=4$ & 1 & 3.429 \\ | |
| 59 | −(1) & $b$-bit Hessian, $b=6$ & 1 & 3.504 \\ | |
| 60 | −(1) & $b$-bit Hessian, $b=8$ & 1 & 3.419 \\ | |
| 61 | −(1) & $b$-bit Hessian, $b=12$ & 1 & 3.417 \\ | |
| 62 | −(1) & $b$-bit Hessian, $b=16$ & 1 & 3.417 \\ | |
| 63 | −(1) & $b$-bit Hessian, $b=24$ & 1 & 3.417 \\ | |
| 64 | −(1) & $b$-bit Hessian, $b=52$ & 1 & 3.417 \\ | |
| 65 | −(1) & $b$-bit score, $b=2$ & 1 & 4.460 \\ | |
| 66 | −(1) & $b$-bit score, $b=3$ & 1 & 4.101 \\ | |
| 67 | −(1) & $b$-bit score, $b=4$ & 1 & 3.687 \\ | |
| 57 | +(1) & $b$-bit Hessian, $b=3$ & 1 & 3.552 \\ | |
| 58 | +(1) & $b$-bit Hessian, $b=4$ & 1 & 3.480 \\ | |
| 59 | +(1) & $b$-bit Hessian, $b=6$ & 1 & 3.493 \\ | |
| 60 | +(1) & $b$-bit Hessian, $b=8$ & 1 & 3.406 \\ | |
| 61 | +(1) & $b$-bit Hessian, $b=12$ & 1 & 3.401 \\ | |
| 62 | +(1) & $b$-bit Hessian, $b=16$ & 1 & 3.401 \\ | |
| 63 | +(1) & $b$-bit Hessian, $b=24$ & 1 & 3.401 \\ | |
| 64 | +(1) & $b$-bit Hessian, $b=52$ & 1 & 3.401 \\ | |
| 65 | +(1) & $b$-bit score, $b=2$ & 1 & 4.416 \\ | |
| 66 | +(1) & $b$-bit score, $b=3$ & 1 & 4.086 \\ | |
| 67 | +(1) & $b$-bit score, $b=4$ & 1 & 3.584 \\ | |
| 68 | 68 | (1) & $b$-bit score, $b=6$ & 1 & 3.406 \\ |
| 69 | −(1) & $b$-bit score, $b=8$ & 1 & 3.421 \\ | |
| 70 | −(1) & $b$-bit score, $b=12$ & 1 & 3.418 \\ | |
| 71 | −(1) & $b$-bit score, $b=16$ & 1 & 3.417 \\ | |
| 72 | −(1) & $b$-bit score, $b=24$ & 1 & 3.417 \\ | |
| 73 | −(1) & $b$-bit score, $b=52$ & 1 & 3.417 \\ | |
| 74 | −(1) & $b$-bit both, $b=2$ & 1 & 4.755 \\ | |
| 75 | −(1) & $b$-bit both, $b=3$ & 1 & 4.303 \\ | |
| 76 | −(1) & $b$-bit both, $b=4$ & 1 & 3.667 \\ | |
| 77 | −(1) & $b$-bit both, $b=6$ & 1 & 3.489 \\ | |
| 78 | −(1) & $b$-bit both, $b=8$ & 1 & 3.423 \\ | |
| 79 | −(1) & $b$-bit both, $b=12$ & 1 & 3.418 \\ | |
| 80 | −(1) & $b$-bit both, $b=16$ & 1 & 3.417 \\ | |
| 81 | −(1) & $b$-bit both, $b=24$ & 1 & 3.417 \\ | |
| 82 | −(1) & $b$-bit both, $b=52$ & 1 & 3.417 \\ | |
| 83 | −(1,2) & $b$-bit Hessian, $b=2$ & 1 & 2721.153 \\ | |
| 84 | −(1,2) & $b$-bit Hessian, $b=3$ & 1 & 2622.352 \\ | |
| 85 | −(1,2) & $b$-bit Hessian, $b=4$ & 1 & 2278.291 \\ | |
| 86 | −(1,2) & $b$-bit Hessian, $b=6$ & 1 & 2394.384 \\ | |
| 87 | −(1,2) & $b$-bit Hessian, $b=8$ & 1 & 2305.622 \\ | |
| 88 | −(1,2) & $b$-bit Hessian, $b=12$ & 1 & 2317.290 \\ | |
| 89 | −(1,2) & $b$-bit Hessian, $b=16$ & 1 & 2316.103 \\ | |
| 90 | −(1,2) & $b$-bit Hessian, $b=24$ & 1 & 2316.233 \\ | |
| 91 | −(1,2) & $b$-bit Hessian, $b=52$ & 1 & 2316.233 \\ | |
| 92 | −(1,2) & $b$-bit score, $b=2$ & 1 & 2443.159 \\ | |
| 93 | −(1,2) & $b$-bit score, $b=3$ & 1 & 2241.467 \\ | |
| 94 | −(1,2) & $b$-bit score, $b=4$ & 1 & 2359.819 \\ | |
| 95 | −(1,2) & $b$-bit score, $b=6$ & 1 & 2305.944 \\ | |
| 96 | −(1,2) & $b$-bit score, $b=8$ & 1 & 2316.935 \\ | |
| 97 | −(1,2) & $b$-bit score, $b=12$ & 1 & 2316.057 \\ | |
| 98 | −(1,2) & $b$-bit score, $b=16$ & 1 & 2316.229 \\ | |
| 99 | −(1,2) & $b$-bit score, $b=24$ & 1 & 2316.233 \\ | |
| 100 | −(1,2) & $b$-bit score, $b=52$ & 1 & 2316.233 \\ | |
| 101 | −(1,2) & $b$-bit both, $b=2$ & 1 & 2852.513 \\ | |
| 102 | −(1,2) & $b$-bit both, $b=3$ & 1 & 2537.858 \\ | |
| 103 | −(1,2) & $b$-bit both, $b=4$ & 1 & 2321.353 \\ | |
| 104 | −(1,2) & $b$-bit both, $b=6$ & 1 & 2383.708 \\ | |
| 105 | −(1,2) & $b$-bit both, $b=8$ & 1 & 2306.320 \\ | |
| 106 | −(1,2) & $b$-bit both, $b=12$ & 1 & 2317.114 \\ | |
| 107 | −(1,2) & $b$-bit both, $b=16$ & 1 & 2316.099 \\ | |
| 108 | −(1,2) & $b$-bit both, $b=24$ & 1 & 2316.233 \\ | |
| 109 | −(1,2) & $b$-bit both, $b=52$ & 1 & 2316.233 \\ | |
| 110 | −(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 1.22e+7 \\ | |
| 111 | −(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 4.70e+6 \\ | |
| 112 | −(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 6.75e+7 \\ | |
| 113 | −(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 1.63e+7 \\ | |
| 114 | −(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 3.20e+7 \\ | |
| 115 | −(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 9.10e+8 \\ | |
| 116 | −(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 7.52e+9 \\ | |
| 117 | −(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 6.03e+9 \\ | |
| 118 | −(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 6.04e+9 \\ | |
| 119 | −(1,2,4) & $b$-bit score, $b=2$ & 1 & 5.76e+9 \\ | |
| 120 | −(1,2,4) & $b$-bit score, $b=3$ & 1 & 5.92e+9 \\ | |
| 121 | −(1,2,4) & $b$-bit score, $b=4$ & 1 & 5.92e+9 \\ | |
| 122 | −(1,2,4) & $b$-bit score, $b=6$ & 1 & 6.06e+9 \\ | |
| 123 | −(1,2,4) & $b$-bit score, $b=8$ & 1 & 6.03e+9 \\ | |
| 124 | −(1,2,4) & $b$-bit score, $b=12$ & 1 & 6.04e+9 \\ | |
| 125 | −(1,2,4) & $b$-bit score, $b=16$ & 1 & 6.04e+9 \\ | |
| 126 | −(1,2,4) & $b$-bit score, $b=24$ & 1 & 6.04e+9 \\ | |
| 127 | −(1,2,4) & $b$-bit score, $b=52$ & 1 & 6.04e+9 \\ | |
| 128 | −(1,2,4) & $b$-bit both, $b=2$ & 1 & 1.20e+7 \\ | |
| 129 | −(1,2,4) & $b$-bit both, $b=3$ & 1 & 4.69e+6 \\ | |
| 130 | −(1,2,4) & $b$-bit both, $b=4$ & 1 & 6.79e+7 \\ | |
| 131 | −(1,2,4) & $b$-bit both, $b=6$ & 1 & 1.63e+7 \\ | |
| 132 | −(1,2,4) & $b$-bit both, $b=8$ & 1 & 3.20e+7 \\ | |
| 133 | −(1,2,4) & $b$-bit both, $b=12$ & 1 & 9.10e+8 \\ | |
| 134 | −(1,2,4) & $b$-bit both, $b=16$ & 1 & 7.52e+9 \\ | |
| 135 | −(1,2,4) & $b$-bit both, $b=24$ & 1 & 6.03e+9 \\ | |
| 136 | −(1,2,4) & $b$-bit both, $b=52$ & 1 & 6.04e+9 \\ | |
| 69 | +(1) & $b$-bit score, $b=8$ & 1 & 3.402 \\ | |
| 70 | +(1) & $b$-bit score, $b=12$ & 1 & 3.401 \\ | |
| 71 | +(1) & $b$-bit score, $b=16$ & 1 & 3.401 \\ | |
| 72 | +(1) & $b$-bit score, $b=24$ & 1 & 3.401 \\ | |
| 73 | +(1) & $b$-bit score, $b=52$ & 1 & 3.401 \\ | |
| 74 | +(1) & $b$-bit both, $b=2$ & 1 & 4.773 \\ | |
| 75 | +(1) & $b$-bit both, $b=3$ & 1 & 4.279 \\ | |
| 76 | +(1) & $b$-bit both, $b=4$ & 1 & 3.630 \\ | |
| 77 | +(1) & $b$-bit both, $b=6$ & 1 & 3.497 \\ | |
| 78 | +(1) & $b$-bit both, $b=8$ & 1 & 3.406 \\ | |
| 79 | +(1) & $b$-bit both, $b=12$ & 1 & 3.402 \\ | |
| 80 | +(1) & $b$-bit both, $b=16$ & 1 & 3.401 \\ | |
| 81 | +(1) & $b$-bit both, $b=24$ & 1 & 3.401 \\ | |
| 82 | +(1) & $b$-bit both, $b=52$ & 1 & 3.401 \\ | |
| 83 | +(1,2) & $b$-bit Hessian, $b=2$ & 1 & 7.60e+4 \\ | |
| 84 | +(1,2) & $b$-bit Hessian, $b=3$ & 1 & 3.11e+4 \\ | |
| 85 | +(1,2) & $b$-bit Hessian, $b=4$ & 1 & 3.59e+4 \\ | |
| 86 | +(1,2) & $b$-bit Hessian, $b=6$ & 1 & 5.23e+5 \\ | |
| 87 | +(1,2) & $b$-bit Hessian, $b=8$ & 1 & 2.25e+5 \\ | |
| 88 | +(1,2) & $b$-bit Hessian, $b=12$ & 1 & 2.62e+5 \\ | |
| 89 | +(1,2) & $b$-bit Hessian, $b=16$ & 1 & 2.68e+5 \\ | |
| 90 | +(1,2) & $b$-bit Hessian, $b=24$ & 1 & 2.68e+5 \\ | |
| 91 | +(1,2) & $b$-bit Hessian, $b=52$ & 1 & 2.68e+5 \\ | |
| 92 | +(1,2) & $b$-bit score, $b=2$ & 1 & 2.50e+5 \\ | |
| 93 | +(1,2) & $b$-bit score, $b=3$ & 1 & 2.68e+5 \\ | |
| 94 | +(1,2) & $b$-bit score, $b=4$ & 1 & 2.74e+5 \\ | |
| 95 | +(1,2) & $b$-bit score, $b=6$ & 1 & 2.67e+5 \\ | |
| 96 | +(1,2) & $b$-bit score, $b=8$ & 1 & 2.68e+5 \\ | |
| 97 | +(1,2) & $b$-bit score, $b=12$ & 1 & 2.68e+5 \\ | |
| 98 | +(1,2) & $b$-bit score, $b=16$ & 1 & 2.68e+5 \\ | |
| 99 | +(1,2) & $b$-bit score, $b=24$ & 1 & 2.68e+5 \\ | |
| 100 | +(1,2) & $b$-bit score, $b=52$ & 1 & 2.68e+5 \\ | |
| 101 | +(1,2) & $b$-bit both, $b=2$ & 1 & 7.12e+4 \\ | |
| 102 | +(1,2) & $b$-bit both, $b=3$ & 1 & 3.12e+4 \\ | |
| 103 | +(1,2) & $b$-bit both, $b=4$ & 1 & 3.67e+4 \\ | |
| 104 | +(1,2) & $b$-bit both, $b=6$ & 1 & 5.20e+5 \\ | |
| 105 | +(1,2) & $b$-bit both, $b=8$ & 1 & 2.25e+5 \\ | |
| 106 | +(1,2) & $b$-bit both, $b=12$ & 1 & 2.62e+5 \\ | |
| 107 | +(1,2) & $b$-bit both, $b=16$ & 1 & 2.68e+5 \\ | |
| 108 | +(1,2) & $b$-bit both, $b=24$ & 1 & 2.68e+5 \\ | |
| 109 | +(1,2) & $b$-bit both, $b=52$ & 1 & 2.68e+5 \\ | |
| 110 | +(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 7.41e+6 \\ | |
| 111 | +(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 3.19e+7 \\ | |
| 112 | +(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 4.03e+7 \\ | |
| 113 | +(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 1.28e+7 \\ | |
| 114 | +(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 3.25e+7 \\ | |
| 115 | +(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 6.37e+8 \\ | |
| 116 | +(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 4.48e+9 \\ | |
| 117 | +(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 3.62e+9 \\ | |
| 118 | +(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 3.62e+9 \\ | |
| 119 | +(1,2,4) & $b$-bit score, $b=2$ & 1 & 3.48e+9 \\ | |
| 120 | +(1,2,4) & $b$-bit score, $b=3$ & 1 & 3.56e+9 \\ | |
| 121 | +(1,2,4) & $b$-bit score, $b=4$ & 1 & 3.55e+9 \\ | |
| 122 | +(1,2,4) & $b$-bit score, $b=6$ & 1 & 3.64e+9 \\ | |
| 123 | +(1,2,4) & $b$-bit score, $b=8$ & 1 & 3.62e+9 \\ | |
| 124 | +(1,2,4) & $b$-bit score, $b=12$ & 1 & 3.62e+9 \\ | |
| 125 | +(1,2,4) & $b$-bit score, $b=16$ & 1 & 3.62e+9 \\ | |
| 126 | +(1,2,4) & $b$-bit score, $b=24$ & 1 & 3.62e+9 \\ | |
| 127 | +(1,2,4) & $b$-bit score, $b=52$ & 1 & 3.62e+9 \\ | |
| 128 | +(1,2,4) & $b$-bit both, $b=2$ & 1 & 7.28e+6 \\ | |
| 129 | +(1,2,4) & $b$-bit both, $b=3$ & 1 & 3.24e+7 \\ | |
| 130 | +(1,2,4) & $b$-bit both, $b=4$ & 1 & 4.05e+7 \\ | |
| 131 | +(1,2,4) & $b$-bit both, $b=6$ & 1 & 1.28e+7 \\ | |
| 132 | +(1,2,4) & $b$-bit both, $b=8$ & 1 & 3.25e+7 \\ | |
| 133 | +(1,2,4) & $b$-bit both, $b=12$ & 1 & 6.37e+8 \\ | |
| 134 | +(1,2,4) & $b$-bit both, $b=16$ & 1 & 4.48e+9 \\ | |
| 135 | +(1,2,4) & $b$-bit both, $b=24$ & 1 & 3.62e+9 \\ | |
| 136 | +(1,2,4) & $b$-bit both, $b=52$ & 1 & 3.62e+9 \\ | |
| 137 | 137 | \bottomrule |
| 138 | 138 | \end{tabular} |
| 139 | 139 | \begin{tablenotes}\footnotesize |
| 140 | −\item 80 paired replications per column; $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_logistic\_summary.csv}. | |
| 140 | +\item 240 paired replications per column; $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_logistic\_summary.csv}. | |
| 141 | 141 | \end{tablenotes} |
| 142 | 142 | \end{threeparttable} |
| 143 | 143 | \end{table} |
modified
paper/tables/mc_exp_p1.tex
+17 −17
@@ -2,25 +2,25 @@ | ||
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | 4 | \caption{Monte Carlo, exp design, $p = 1$, $N = 262,144$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_exp_p1} |
| 5 | −\begin{tabular}{@{}lrrrrrrrrrrrrrrrrrrrrrrrr@{}} | |
| 5 | +\begin{tabular}{@{}lrrrrrrrrrrrr@{}} | |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 8$, $K = 32,768$} & \multicolumn{3}{c}{$m = 16$, $K = 16,384$} & \multicolumn{3}{c}{$m = 32$, $K = 8,192$} & \multicolumn{3}{c}{$m = 64$, $K = 4,096$} & \multicolumn{3}{c}{$m = 128$, $K = 2,048$} & \multicolumn{3}{c}{$m = 256$, $K = 1,024$} & \multicolumn{3}{c}{$m = 512$, $K = 512$} & \multicolumn{3}{c}{$m = 1024$, $K = 256$} \\ | |
| 8 | − & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 8$, $K = 32,768$} & \multicolumn{3}{c}{$m = 32$, $K = 8,192$} & \multicolumn{3}{c}{$m = 256$, $K = 1,024$} & \multicolumn{3}{c}{$m = 1024$, $K = 256$} \\ | |
| 8 | + & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 73.146 & 73.177 & 0.000 & 34.124 & 34.152 & 0.000 & 16.520 & 16.548 & 0.000 & 8.125 & 8.231 & 0.000 & 4.034 & 4.191 & 0.016 & 2.005 & 2.220 & 0.493 & 1.005 & 1.413 & 0.829 & 0.500 & 1.098 & 0.921 \\ | |
| 11 | −(1,1) average + 1 Newton & 10.451 & 10.474 & 0.000 & 2.275 & 2.476 & 0.371 & 0.533 & 1.143 & 0.906 & 0.129 & 1.002 & 0.950 & 0.032 & 0.978 & 0.958 & 0.008 & 0.995 & 0.954 & 0.002 & 0.996 & 0.949 & 4.96e-4 & 0.994 & 0.951 \\ | |
| 12 | −(1,2) average + 2 Newton & 0.213 & 1.008 & 0.952 & 0.010 & 1.007 & 0.948 & 5.57e-4 & 1.009 & 0.952 & 3.27e-5 & 0.999 & 0.947 & 2.00e-6 & 0.979 & 0.958 & 1.23e-7 & 0.994 & 0.956 & 7.96e-9 & 0.996 & 0.949 & 5.11e-10 & 0.994 & 0.950 \\ | |
| 13 | −(2,0) half-block jackknife & 24.405 & 24.402 & 0.000 & 4.921 & 5.013 & 0.006 & 1.159 & 1.540 & 0.777 & 0.380 & 1.055 & 0.934 & 0.195 & 0.997 & 0.949 & 0.129 & 1.006 & 0.954 & 0.090 & 0.996 & 0.947 & 0.063 & 0.998 & 0.949 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 1.169 & 1.514 & 0.791 & 0.049 & 1.008 & 0.946 & 0.003 & 1.009 & 0.953 & 4.50e-4 & 0.999 & 0.947 & 1.25e-4 & 0.979 & 0.958 & 5.65e-5 & 0.994 & 0.956 & 2.85e-5 & 0.996 & 0.949 & 1.34e-5 & 0.994 & 0.950 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 0.003 & 0.990 & -- & 5.25e-6 & 1.007 & -- & 3.19e-8 & 1.009 & -- & 1.12e-9 & 0.999 & -- & 1.09e-10 & 0.979 & -- & 2.30e-11 & 0.994 & -- & 7.79e-12 & 0.996 & -- & 1.14e-12 & 0.994 & -- \\ | |
| 16 | −(3,0) quarter-block & 24.625 & 24.669 & -- & 1.893 & 2.159 & -- & 0.590 & 1.169 & -- & 0.387 & 1.067 & -- & 0.265 & 1.018 & -- & 0.179 & 1.013 & -- & 0.127 & 0.998 & -- & 0.088 & 1.000 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 1.281 & 1.602 & 0.788 & 0.010 & 1.007 & 0.948 & 0.001 & 1.009 & 0.953 & 5.03e-4 & 0.999 & 0.947 & 2.37e-4 & 0.979 & 0.958 & 1.09e-4 & 0.994 & 0.956 & 5.74e-5 & 0.996 & 0.949 & 2.62e-5 & 0.994 & 0.950 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 0.001 & 0.990 & 0.954 & 4.87e-4 & 1.007 & 0.948 & 2.25e-4 & 1.009 & 0.952 & 1.12e-4 & 0.999 & 0.947 & 5.57e-5 & 0.979 & 0.958 & 2.81e-5 & 0.994 & 0.956 & 1.39e-5 & 0.996 & 0.949 & 6.64e-6 & 0.994 & 0.950 \\ | |
| 19 | −CSL, 1 round & 7.57e-14 & 0.990 & -- & 7.61e-14 & 1.007 & -- & 7.25e-14 & 1.009 & -- & 7.88e-14 & 0.999 & -- & 7.24e-14 & 0.979 & -- & 7.73e-14 & 0.994 & -- & 7.51e-14 & 0.996 & -- & 7.73e-14 & 0.994 & -- \\ | |
| 20 | −CSL, 2 rounds & 7.88e-14 & 0.990 & -- & 7.20e-14 & 1.007 & -- & 7.59e-14 & 1.009 & -- & 7.71e-14 & 0.999 & -- & 7.24e-14 & 0.979 & -- & 7.58e-14 & 0.994 & -- & 7.63e-14 & 0.996 & -- & 8.10e-14 & 0.994 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 56.889 & 56.874 & -- & 30.110 & 30.114 & -- & 15.518 & 15.553 & -- & 7.875 & 7.892 & -- & 3.972 & 4.051 & -- & 1.990 & 2.242 & -- & 1.001 & 1.413 & -- & 0.499 & 1.127 & -- \\ | |
| 22 | −(2,1) stale Hessian & 1.622 & 1.880 & -- & 0.243 & 1.033 & -- & 0.032 & 1.010 & -- & 0.005 & 0.999 & -- & 0.001 & 0.979 & -- & 4.86e-4 & 0.995 & -- & 1.74e-4 & 0.996 & -- & 6.30e-5 & 0.994 & -- \\ | |
| 23 | −centralized MLE & 0 & 0.990 & 0.954 & 0 & 1.007 & 0.948 & 0 & 1.009 & 0.953 & 0 & 0.999 & 0.947 & 0 & 0.979 & 0.958 & 0 & 0.994 & 0.956 & 0 & 0.996 & 0.949 & 0 & 0.994 & 0.950 \\ | |
| 10 | +(1,0) plain average & 73.146 & 73.177 & 0.000 & 16.520 & 16.548 & 0.000 & 2.005 & 2.220 & 0.493 & 0.500 & 1.098 & 0.921 \\ | |
| 11 | +(1,1) average + 1 Newton & 10.451 & 10.474 & 0.000 & 0.533 & 1.143 & 0.906 & 0.008 & 0.995 & 0.954 & 4.96e-4 & 0.994 & 0.951 \\ | |
| 12 | +(1,2) average + 2 Newton & 0.213 & 1.008 & 0.952 & 5.57e-4 & 1.009 & 0.952 & 1.23e-7 & 0.994 & 0.956 & 5.11e-10 & 0.994 & 0.950 \\ | |
| 13 | +(2,0) half-block jackknife & 24.405 & 24.402 & 0.000 & 1.159 & 1.540 & 0.777 & 0.129 & 1.006 & 0.954 & 0.063 & 0.998 & 0.949 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 1.169 & 1.514 & 0.791 & 0.003 & 1.009 & 0.953 & 5.65e-5 & 0.994 & 0.956 & 1.34e-5 & 0.994 & 0.950 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 0.003 & 0.990 & -- & 3.19e-8 & 1.009 & -- & 2.30e-11 & 0.994 & -- & 1.14e-12 & 0.994 & -- \\ | |
| 16 | +(3,0) quarter-block & 24.625 & 24.669 & -- & 0.590 & 1.169 & -- & 0.179 & 1.013 & -- & 0.088 & 1.000 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 1.281 & 1.602 & 0.788 & 0.001 & 1.009 & 0.953 & 1.09e-4 & 0.994 & 0.956 & 2.62e-5 & 0.994 & 0.950 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 0.001 & 0.990 & 0.954 & 2.25e-4 & 1.009 & 0.952 & 2.81e-5 & 0.994 & 0.956 & 6.64e-6 & 0.994 & 0.950 \\ | |
| 19 | +CSL, 1 round & 7.57e-14 & 0.990 & -- & 7.25e-14 & 1.009 & -- & 7.73e-14 & 0.994 & -- & 7.73e-14 & 0.994 & -- \\ | |
| 20 | +CSL, 2 rounds & 7.88e-14 & 0.990 & -- & 7.59e-14 & 1.009 & -- & 7.58e-14 & 0.994 & -- & 8.10e-14 & 0.994 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 56.889 & 56.874 & -- & 15.518 & 15.553 & -- & 1.990 & 2.242 & -- & 0.499 & 1.127 & -- \\ | |
| 22 | +(2,1) stale Hessian & 1.622 & 1.880 & -- & 0.032 & 1.010 & -- & 4.86e-4 & 0.995 & -- & 6.30e-5 & 0.994 & -- \\ | |
| 23 | +centralized MLE & 0 & 0.990 & 0.954 & 0 & 1.009 & 0.953 & 0 & 0.994 & 0.956 & 0 & 0.994 & 0.950 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
added
paper/tables/mc_logit_illcond_p8.tex
+31 −0
@@ -0,0 +1,31 @@ | ||
| 1 | +\begin{table}[p] | |
| 2 | +\centering\scriptsize | |
| 3 | +\begin{threeparttable} | |
| 4 | +\caption{Monte Carlo, logit illcond design, $p = 8$, $N = 262,144$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_logit_illcond_p8} | |
| 5 | +\begin{tabular}{@{}lrrr@{}} | |
| 6 | +\toprule | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 128$, $K = 2,048$} \\ | |
| 8 | + & gap & RMSE & cov \\ | |
| 9 | +\midrule | |
| 10 | +(1,0) plain average & 46.067 & 55.084 & 0.358 \\ | |
| 11 | +(1,1) average + 1 Newton & 1.044 & 28.518 & 0.949 \\ | |
| 12 | +(1,2) average + 2 Newton & 5.21e-4 & 28.540 & 0.952 \\ | |
| 13 | +(2,0) half-block jackknife & 80.014 & 84.567 & 0.681 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 3.465 & 28.771 & 0.951 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 0.035 & 28.540 & -- \\ | |
| 16 | +(3,0) quarter-block & 7.08e+4 & 7.08e+4 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 8.75e+9 & 8.75e+9 & 0.018 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 0.004 & 28.540 & 0.952 \\ | |
| 19 | +CSL, 1 round & 32.901 & 43.974 & -- \\ | |
| 20 | +CSL, 2 rounds & 14.917 & 32.553 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 39.134 & 47.574 & -- \\ | |
| 22 | +(2,1) stale Hessian & 9.812 & 30.265 & -- \\ | |
| 23 | +centralized MLE & 0 & 28.540 & 0.952 \\ | |
| 24 | +\bottomrule | |
| 25 | +\end{tabular} | |
| 26 | +\begin{tablenotes}\footnotesize | |
| 27 | +\item 500 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.010$. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=128$: 1.000 / 0.946. | |
| 29 | +\end{tablenotes} | |
| 30 | +\end{threeparttable} | |
| 31 | +\end{table} | |
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| 1 | +% not yet generated | |
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paper/tables/mc_logit_small_m_p8.tex
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paper/tables/mc_pois_p8.tex
+18 −18
@@ -2,30 +2,30 @@ | ||
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | 4 | \caption{Monte Carlo, pois design, $p = 8$, $N = 262,144$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_pois_p8} |
| 5 | −\begin{tabular}{@{}lrrrrrrrrr@{}} | |
| 5 | +\begin{tabular}{@{}lrrrrrrrrrrrr@{}} | |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 256$, $K = 1,024$} & \multicolumn{3}{c}{$m = 512$, $K = 512$} & \multicolumn{3}{c}{$m = 1024$, $K = 256$} \\ | |
| 8 | − & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 128$, $K = 2,048$} & \multicolumn{3}{c}{$m = 256$, $K = 1,024$} & \multicolumn{3}{c}{$m = 512$, $K = 512$} & \multicolumn{3}{c}{$m = 1024$, $K = 256$} \\ | |
| 8 | + & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 6.250 & 6.728 & 0.831 & 3.103 & 4.012 & 0.841 & 1.553 & 2.938 & 0.912 \\ | |
| 11 | −(1,1) average + 1 Newton & 0.039 & 2.516 & 0.951 & 0.010 & 2.545 & 0.946 & 0.002 & 2.511 & 0.949 \\ | |
| 12 | −(1,2) average + 2 Newton & 1.57e-6 & 2.516 & 0.951 & 1.02e-7 & 2.545 & 0.947 & 7.28e-9 & 2.511 & 0.949 \\ | |
| 13 | −(2,0) half-block jackknife & 0.924 & 2.672 & 0.935 & 0.575 & 2.606 & 0.939 & 0.399 & 2.543 & 0.944 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 9.83e-4 & 2.516 & 0.951 & 4.08e-4 & 2.545 & 0.947 & 1.99e-4 & 2.511 & 0.949 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 1.68e-9 & 2.516 & -- & 3.48e-10 & 2.545 & -- & 8.56e-11 & 2.511 & -- \\ | |
| 16 | −(3,0) quarter-block & 1.183 & 2.771 & -- & 0.806 & 2.664 & -- & 0.562 & 2.578 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 0.002 & 2.516 & 0.951 & 8.08e-4 & 2.545 & 0.947 & 3.98e-4 & 2.511 & 0.949 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 3.91e-4 & 2.516 & 0.951 & 1.95e-4 & 2.545 & 0.947 & 9.82e-5 & 2.511 & 0.949 \\ | |
| 19 | −CSL, 1 round & 1.249 & 2.791 & -- & 0.432 & 2.586 & -- & 0.152 & 2.519 & -- \\ | |
| 20 | −CSL, 2 rounds & 0.494 & 2.563 & -- & 0.110 & 2.545 & -- & 0.026 & 2.511 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 6.200 & 6.700 & -- & 3.072 & 3.992 & -- & 1.529 & 2.952 & -- \\ | |
| 22 | −(2,1) stale Hessian & 0.003 & 2.516 & -- & 0.001 & 2.545 & -- & 4.32e-4 & 2.511 & -- \\ | |
| 23 | −centralized MLE & 0 & 2.516 & 0.951 & 0 & 2.545 & 0.947 & 0 & 2.511 & 0.949 \\ | |
| 10 | +(1,0) plain average & 12.744 & 13.003 & 0.812 & 6.250 & 6.728 & 0.831 & 3.103 & 4.012 & 0.841 & 1.553 & 2.938 & 0.912 \\ | |
| 11 | +(1,1) average + 1 Newton & 0.162 & 2.487 & 0.955 & 0.039 & 2.516 & 0.951 & 0.010 & 2.545 & 0.946 & 0.002 & 2.511 & 0.949 \\ | |
| 12 | +(1,2) average + 2 Newton & 2.68e-5 & 2.483 & 0.956 & 1.57e-6 & 2.516 & 0.951 & 1.02e-7 & 2.545 & 0.947 & 7.28e-9 & 2.511 & 0.949 \\ | |
| 13 | +(2,0) half-block jackknife & 2.033 & 3.197 & 0.880 & 0.924 & 2.672 & 0.935 & 0.575 & 2.606 & 0.939 & 0.399 & 2.543 & 0.944 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 0.004 & 2.483 & 0.956 & 9.83e-4 & 2.516 & 0.951 & 4.08e-4 & 2.545 & 0.947 & 1.99e-4 & 2.511 & 0.949 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 2.63e-8 & 2.483 & -- & 1.68e-9 & 2.516 & -- & 3.48e-10 & 2.545 & -- & 8.56e-11 & 2.511 & -- \\ | |
| 16 | +(3,0) quarter-block & 1.785 & 3.080 & -- & 1.183 & 2.771 & -- & 0.806 & 2.664 & -- & 0.562 & 2.578 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 0.004 & 2.483 & 0.956 & 0.002 & 2.516 & 0.951 & 8.08e-4 & 2.545 & 0.947 & 3.98e-4 & 2.511 & 0.949 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 8.35e-4 & 2.483 & 0.956 & 3.91e-4 & 2.516 & 0.951 & 1.95e-4 & 2.545 & 0.947 & 9.82e-5 & 2.511 & 0.949 \\ | |
| 19 | +CSL, 1 round & 3.756 & 4.479 & -- & 1.249 & 2.791 & -- & 0.432 & 2.586 & -- & 0.152 & 2.519 & -- \\ | |
| 20 | +CSL, 2 rounds & 2.652 & 3.645 & -- & 0.494 & 2.563 & -- & 0.110 & 2.545 & -- & 0.026 & 2.511 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 12.596 & 12.820 & -- & 6.200 & 6.700 & -- & 3.072 & 3.992 & -- & 1.529 & 2.952 & -- \\ | |
| 22 | +(2,1) stale Hessian & 0.008 & 2.483 & -- & 0.003 & 2.516 & -- & 0.001 & 2.545 & -- & 4.32e-4 & 2.511 & -- \\ | |
| 23 | +centralized MLE & 0 & 2.483 & 0.956 & 0 & 2.516 & 0.951 & 0 & 2.545 & 0.947 & 0 & 2.511 & 0.949 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | 27 | \item 1000 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.007$. |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=256$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000; $m=512$: 1.000 / 1.000. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=256$: 1.000 / 1.000; $m=128$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000; $m=512$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
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paper/tables/mc_rates.tex
+1 −1
@@ -8,7 +8,7 @@ Design & $p$ & $N$ & r1\_q0 & r1\_q1 & r1\_q2 & r2\_q0 & r2\_q1 & r3\_q0 & r3\_q | ||
| 8 | 8 | predicted & & & -1 & -2 & -4 & -2 & -4 & -3 & -6 & -4 \\ |
| 9 | 9 | \midrule |
| 10 | 10 | exp & 1 & 262,144 & -1.02 & -2.04 & -4.10 & -1.18 & -2.24 & -0.98 & -1.87 & -1.04 \\ |
| 11 | −pois & 8 & 262,144 & -1.00 & -1.98 & -3.87 & -0.61 & -1.15 & -0.54 & -1.05 & -1.00 \\ | |
| 11 | +pois & 8 & 262,144 & -1.01 & -2.01 & -3.95 & -0.77 & -1.46 & -0.56 & -1.12 & -1.03 \\ | |
| 12 | 12 | \bottomrule |
| 13 | 13 | \end{tabular} |
| 14 | 14 | \begin{tablenotes}\footnotesize |
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@@ -1,6 +1,6 @@ | ||
| 1 | 1 | % Auto-generated by experiments/make_tables.py |
| 2 | −\newcommand{\numMCcells}{49} | |
| 3 | −\newcommand{\numManifest}{49} | |
| 2 | +\newcommand{\numMCcells}{51} | |
| 3 | +\newcommand{\numManifest}{52} | |
| 4 | 4 | \newcommand{\numMCrepsExp}{2000} |
| 5 | 5 | \newcommand{\numMCrepsLogit}{1000} |
| 6 | 6 | \newcommand{\benchHosts}{0} |
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@@ -38,10 +38,14 @@ logistic & 256 & 16 & 300 & equal & jack2 & 4.383 & 0.020 & 7.36e-7 \\ | ||
| 38 | 38 | logistic & 256 & 16 & 300 & equal & raw & 8.944 & 0.083 & 1.02e-5 \\ |
| 39 | 39 | logistic & 256 & 16 & 300 & weighted & jack2 & 0.526 & 3.29e-4 & 1.36e-9 \\ |
| 40 | 40 | logistic & 256 & 16 & 300 & weighted & raw & 4.061 & 0.014 & 1.84e-7 \\ |
| 41 | −logistic & 1024 & 4 & 240 & equal & jack2 & 3.625 & 0.015 & 3.66e-7 \\ | |
| 42 | −logistic & 1024 & 4 & 240 & equal & raw & 19.769 & 0.344 & 1.07e-4 \\ | |
| 43 | −logistic & 1024 & 4 & 240 & weighted & jack2 & 2.138 & 0.005 & 4.30e-8 \\ | |
| 44 | −logistic & 1024 & 4 & 240 & weighted & raw & 16.616 & 0.240 & 5.00e-5 \\ | |
| 41 | +logistic & 1024 & 4 & 300 & equal & jack2 & 3.611 & 0.014 & 3.54e-7 \\ | |
| 42 | +logistic & 1024 & 4 & 300 & equal & raw & 19.797 & 0.345 & 1.09e-4 \\ | |
| 43 | +logistic & 1024 & 4 & 300 & weighted & jack2 & 2.102 & 0.005 & 4.00e-8 \\ | |
| 44 | +logistic & 1024 & 4 & 300 & weighted & raw & 16.619 & 0.240 & 5.00e-5 \\ | |
| 45 | +logistic & 1024 & 16 & 300 & equal & jack2 & 1821.070 & 2.09e+6 & 1.81e+15 \\ | |
| 46 | +logistic & 1024 & 16 & 300 & equal & raw & 34.580 & 1.076 & 0.001 \\ | |
| 47 | +logistic & 1024 & 16 & 300 & weighted & jack2 & 372.695 & 1.35e+4 & 3.49e+8 \\ | |
| 48 | +logistic & 1024 & 16 & 300 & weighted & raw & 17.226 & 0.258 & 5.78e-5 \\ | |
| 45 | 49 | \bottomrule |
| 46 | 50 | \end{tabular} |
| 47 | 51 | \begin{tablenotes}\footnotesize |
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@@ -376,130 +376,384 @@ N,m,variant,pattern,r,q,hessian,bits,rms,mean0,n,valid | ||
| 376 | 376 | 786432,48,pat1_q3,1,1,3,exact,64,3.751853378425974e-11,-3.7355073169448336e-11,1000,1.0 |
| 377 | 377 | 786432,48,pat1_q3_single,1,1,3,single,64,3.7519027260548054e-11,-3.735546699220651e-11,1000, |
| 378 | 378 | 786432,48,pat1_q3_stale,1,1,3,stale,64,0.000334882920486108,0.00033453988160991573,1000, |
| 379 | −1572864,96,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,1.0033885259698323,0.05157913141748878,200,1.0 | |
| 380 | −1572864,96,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.0014202144516986125,-0.000802756544389786,200,1.0 | |
| 381 | −1572864,96,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,5.561541569528131e-09,-1.6082187914688319e-09,200,1.0 | |
| 382 | −1572864,96,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,1.4335364781935019e-13,-2.7847474288855425e-15,200,1.0 | |
| 383 | −1572864,96,pat1-2-3_q0,1-2-3,3,0,exact,64,0.4458187645235926,0.06561168563196455,200,1.0 | |
| 384 | −1572864,96,pat1-2-3_q1,1-2-3,3,1,exact,64,0.0002702812332041187,-0.000158477380747302,200,1.0 | |
| 385 | −1572864,96,pat1-2-3_q2,1-2-3,3,2,exact,64,1.7467885132797996e-10,-5.824577722256998e-11,200,1.0 | |
| 386 | −1572864,96,pat1-2-3_q3,1-2-3,3,3,exact,64,1.537927034686241e-13,2.7847474288855413e-15,200,1.0 | |
| 387 | −1572864,96,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,0.38702806624821595,0.0724006263517435,200,1.0 | |
| 388 | −1572864,96,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.00019783861243691123,-0.00011943761958857218,200,1.0 | |
| 389 | −1572864,96,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,8.243874438987699e-11,-3.119961400637638e-11,200,1.0 | |
| 390 | −1572864,96,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.5252689837551246e-13,9.746616001099394e-15,200,1.0 | |
| 391 | −1572864,96,pat1-2-4_q0,1-2-4,3,0,exact,64,0.31558872194341686,0.07028920370293829,200,1.0 | |
| 392 | −1572864,96,pat1-2-4_q1,1-2-4,3,1,exact,64,0.00013019947341526842,-7.941538160455175e-05,200,1.0 | |
| 393 | −1572864,96,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0001414099966356698,-8.19537632833217e-05,200, | |
| 394 | −1572864,96,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.00012992318308216742,-7.940038452689105e-05,200, | |
| 395 | −1572864,96,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.00047373810965483217,6.918890390049704e-05,200, | |
| 396 | −1572864,96,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.00013020185962545546,-7.94158143480375e-05,200, | |
| 397 | −1572864,96,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.00047373810965483217,6.918890390049704e-05,200, | |
| 398 | −1572864,96,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.00047373810965483217,6.918890390049704e-05,200, | |
| 399 | −1572864,96,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.00013019947341526842,-7.941538160455175e-05,200, | |
| 400 | −1572864,96,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.00047373810965483217,6.918890390049704e-05,200, | |
| 401 | −1572864,96,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.00043279428797429975,-3.8397998901916246e-05,200, | |
| 402 | −1572864,96,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.00014377297203402667,-8.263002829692466e-05,200, | |
| 403 | −1572864,96,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.00012952417413678602,-7.93053343803298e-05,200, | |
| 404 | −1572864,96,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.03340790435060609,0.003729582518423993,200, | |
| 405 | −1572864,96,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.00013020160450507405,-7.941529398734803e-05,200, | |
| 406 | −1572864,96,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.017193550142416577,-0.0004206759813111777,200, | |
| 407 | −1572864,96,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.008228711914540249,9.960138104755508e-05,200, | |
| 408 | −1572864,96,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.00013019947341526842,-7.941538160455175e-05,200, | |
| 409 | −1572864,96,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.002316001949632785,3.643552311750455e-05,200, | |
| 410 | −1572864,96,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0007255545715923543,4.021418842991267e-05,200, | |
| 411 | −1572864,96,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.00013250501497750688,-8.009142274325908e-05,200, | |
| 412 | −1572864,96,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.00012980027227848005,-7.93203328447984e-05,200, | |
| 413 | −1572864,96,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.033397209236530494,0.0035798005156970013,200, | |
| 414 | −1572864,96,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.00013019921835916553,-7.941486125917752e-05,200, | |
| 415 | −1572864,96,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.017163773301913317,-0.0005664988972504842,200, | |
| 416 | −1572864,96,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.008185233884679049,-4.895176367652143e-05,200, | |
| 417 | −1572864,96,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.00013019947341526842,-7.941538160455175e-05,200, | |
| 418 | −1572864,96,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.0022733568235961377,-0.0001124833019683328,200, | |
| 419 | −1572864,96,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0005469932582039279,-8.527460364573427e-07,200, | |
| 420 | −1572864,96,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.00013019947341526842,-7.941538160455175e-05,200, | |
| 421 | −1572864,96,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.0033177727033229187,0.0008193548488570263,200, | |
| 422 | −1572864,96,pat1-2-4_q2,1-2-4,3,2,exact,64,3.4381194816229206e-11,-1.3522733514668189e-11,200,1.0 | |
| 423 | −1572864,96,pat1-2-4_q2_single,1-2-4,3,2,single,64,3.4381194816229206e-11,-1.3522733514668189e-11,200, | |
| 424 | −1572864,96,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,3.432233628387408e-05,8.624766025648093e-06,200, | |
| 425 | −1572864,96,pat1-2-4_q3,1-2-4,3,3,exact,64,1.5060824466094994e-13,5.5694948577710826e-15,200,1.0 | |
| 426 | −1572864,96,pat1-2-4_q3_single,1-2-4,3,3,single,64,1.5060824466094994e-13,5.5694948577710826e-15,200, | |
| 427 | −1572864,96,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,3.5508870973618843e-07,9.067003055531822e-08,200, | |
| 428 | −1572864,96,pat1-2_q0,1-2,2,0,exact,64,0.32275202501920325,-0.24400887177078898,200,1.0 | |
| 429 | −1572864,96,pat1-2_q1,1-2,2,1,exact,64,0.00012872529978105965,-8.30588283739578e-05,200,1.0 | |
| 430 | −1572864,96,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.00012901740662731904,-8.040002648938526e-05,200, | |
| 431 | −1572864,96,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.0001287760636558924,-8.310663756109046e-05,200, | |
| 432 | −1572864,96,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.0005198462334860989,6.97062799378879e-05,200, | |
| 433 | −1572864,96,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.0001287270006927484,-8.305922051025495e-05,200, | |
| 434 | −1572864,96,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.0005198462334860989,6.97062799378879e-05,200, | |
| 435 | −1572864,96,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.0005198462334860989,6.97062799378879e-05,200, | |
| 436 | −1572864,96,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.00012872529978105965,-8.30588283739578e-05,200, | |
| 437 | −1572864,96,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.0005198462334860989,6.97062799378879e-05,200, | |
| 438 | −1572864,96,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.0004800970126231751,9.020467736765304e-05,200, | |
| 439 | −1572864,96,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0001384610679661378,-8.109653317624083e-05,200, | |
| 440 | −1572864,96,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.00012868215158162426,-8.305919158647522e-05,200, | |
| 441 | −1572864,96,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.03369201416428462,-0.004311073356307374,200, | |
| 442 | −1572864,96,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.00012872629839211648,-8.305921934205514e-05,200, | |
| 443 | −1572864,96,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.017441597274721006,-0.0004896323921570679,200, | |
| 444 | −1572864,96,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.008153799329594176,-8.452059177878709e-05,200, | |
| 445 | −1572864,96,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.00012872529978105965,-8.30588283739578e-05,200, | |
| 446 | −1572864,96,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.0022192205440188296,-7.368148006298288e-05,200, | |
| 447 | −1572864,96,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.0006710706433711802,0.00010273147277383873,200, | |
| 448 | −1572864,96,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.00013739910288517034,-8.375557504477455e-05,200, | |
| 449 | −1572864,96,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.00012862667677442276,-8.301138323406787e-05,200, | |
| 450 | −1572864,96,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.033776779160772444,-0.0044556509852573395,200, | |
| 451 | −1572864,96,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.00012872459760442708,-8.305882720854274e-05,200, | |
| 452 | −1572864,96,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.01742299470910743,-0.0006421244686534333,200, | |
| 453 | −1572864,96,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.008200905281267531,-0.00023574075403911244,200, | |
| 454 | −1572864,96,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.00012872529978105965,-8.30588283739578e-05,200, | |
| 455 | −1572864,96,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.0021942950436127915,-0.0002263176447958203,200, | |
| 456 | −1572864,96,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.0005352895046896114,-7.04846588556651e-05,200, | |
| 457 | −1572864,96,pat1-2_q1_single,1-2,2,1,single,64,0.00012872529978105965,-8.30588283739578e-05,200, | |
| 458 | −1572864,96,pat1-2_q1_stale,1-2,2,1,stale,64,0.0031894157505053854,-0.0024220620218652483,200, | |
| 459 | −1572864,96,pat1-2_q2,1-2,2,2,exact,64,3.321136472128824e-11,-1.3220588418634107e-11,200,1.0 | |
| 460 | −1572864,96,pat1-2_q2_single,1-2,2,2,single,64,3.321136472128824e-11,-1.3220588418634107e-11,200, | |
| 461 | −1572864,96,pat1-2_q2_stale,1-2,2,2,stale,64,3.26839528598533e-05,-2.4853796671434528e-05,200, | |
| 462 | −1572864,96,pat1-2_q3,1-2,2,3,exact,64,1.569125486394371e-13,4.177121143328311e-15,200,1.0 | |
| 463 | −1572864,96,pat1-2_q3_single,1-2,2,3,single,64,1.569125486394371e-13,4.177121143328311e-15,200, | |
| 464 | −1572864,96,pat1-2_q3_stale,1-2,2,3,stale,64,3.351238929895299e-07,-2.5514060274291926e-07,200, | |
| 465 | −1572864,96,pat1-3_q0,1-3,2,0,exact,64,0.4370905705959195,-0.39881915047203975,200,1.0 | |
| 466 | −1572864,96,pat1-3_q1,1-3,2,1,exact,64,0.00019399329290125576,-0.00015233086292993646,200,1.0 | |
| 467 | −1572864,96,pat1-3_q2,1-3,2,2,exact,64,5.275146970009042e-11,-3.0002172611955604e-11,200,1.0 | |
| 468 | −1572864,96,pat1-3_q3,1-3,2,3,exact,64,1.6415843990891575e-13,-5.5694948577710826e-15,200,1.0 | |
| 469 | −1572864,96,pat1_q0,1,1,0,exact,64,13.222904223779382,13.222110671551855,200,1.0 | |
| 470 | −1572864,96,pat1_q1,1,1,1,exact,64,0.13944458967580223,-0.13941146509877655,200,1.0 | |
| 471 | −1572864,96,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.13946805961741204,-0.13943022049734005,200, | |
| 472 | −1572864,96,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.13943646515412692,-0.13940334920566852,200, | |
| 473 | −1572864,96,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.14013371937098454,0.13849855287179613,200, | |
| 474 | −1572864,96,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.1394445914451559,-0.13941146650984915,200, | |
| 475 | −1572864,96,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.14013371937098454,0.13849855287179613,200, | |
| 476 | −1572864,96,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.14013371937098454,0.13849855287179613,200, | |
| 477 | −1572864,96,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.13944458967580223,-0.13941146509877655,200, | |
| 478 | −1572864,96,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.091415588806578,-0.08097239749050143,200, | |
| 479 | −1572864,96,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.1404244271775348,-0.1395282715617766,200, | |
| 480 | −1572864,96,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.13939161296729313,-0.13934489857049592,200, | |
| 481 | −1572864,96,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.13944254553680377,-0.13940951076191915,200, | |
| 482 | −1572864,96,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,1.4819252667794753,-1.4748277851472131,200, | |
| 483 | −1572864,96,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.13944462222898005,-0.13941149708954356,200, | |
| 484 | −1572864,96,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.9853686782823758,0.9746619576359649,200, | |
| 485 | −1572864,96,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.31002387061174275,-0.16435077275821286,200, | |
| 486 | −1572864,96,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.13944458967580223,-0.13941146509877655,200, | |
| 487 | −1572864,96,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.12938100209490971,-0.079157945938691,200, | |
| 488 | −1572864,96,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.14279283384708125,-0.1400331788227848,200, | |
| 489 | −1572864,96,pat1_q1_gbits12,1,1,1,quantizedg,12,0.13936843816462097,-0.1393261464283868,200, | |
| 490 | −1572864,96,pat1_q1_gbits16,1,1,1,quantizedg,16,0.13945066680138404,-0.13941762662559376,200, | |
| 491 | −1572864,96,pat1_q1_gbits2,1,1,1,quantizedg,2,1.7924752607323675,-1.786974179064042,200, | |
| 492 | −1572864,96,pat1_q1_gbits24,1,1,1,quantizedg,24,0.13944462045969147,-0.13941149567846192,200, | |
| 493 | −1572864,96,pat1_q1_gbits3,1,1,1,quantizedg,3,0.7282798807180506,0.7145399627052711,200, | |
| 494 | −1572864,96,pat1_q1_gbits4,1,1,1,quantizedg,4,0.5223760212256646,-0.44868523960100426,200, | |
| 495 | −1572864,96,pat1_q1_gbits52,1,1,1,quantizedg,52,0.13944458967580223,-0.13941146509877655,200, | |
| 496 | −1572864,96,pat1_q1_gbits6,1,1,1,quantizedg,6,0.16472851277777803,-0.13756908684207095,200, | |
| 497 | −1572864,96,pat1_q1_gbits8,1,1,1,quantizedg,8,0.1417224457909359,-0.13991522670068238,200, | |
| 498 | −1572864,96,pat1_q1_single,1,1,1,single,64,0.13944458967580226,-0.13941146509877655,200, | |
| 499 | −1572864,96,pat1_q1_stale,1,1,1,stale,64,0.27311641471218,0.27305354912416463,200, | |
| 500 | −1572864,96,pat1_q2,1,1,2,exact,64,1.5518767391080547e-05,-1.5504140223044486e-05,200,1.0 | |
| 501 | −1572864,96,pat1_q2_single,1,1,2,single,64,1.551876739114228e-05,-1.5504140223044486e-05,200, | |
| 502 | −1572864,96,pat1_q2_stale,1,1,2,stale,64,0.002879989299924687,0.0028785043284346133,200, | |
| 503 | −1572864,96,pat1_q3,1,1,3,exact,64,2.417683653918259e-13,-1.8866663830699544e-13,200,1.0 | |
| 504 | −1572864,96,pat1_q3_single,1,1,3,single,64,2.421689760483422e-13,-1.9005901202143819e-13,200, | |
| 505 | −1572864,96,pat1_q3_stale,1,1,3,stale,64,2.9761423694967157e-05,2.973445994530665e-05,200, | |
| 379 | +1572864,24,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,2.506237397131796,-0.10161615062337967,300,1.0 | |
| 380 | +1572864,24,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.008925751350556043,-0.005008473558086605,300,1.0 | |
| 381 | +1572864,24,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,2.098965624860839e-07,-6.352779053601836e-08,300,1.0 | |
| 382 | +1572864,24,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,1.550481749403145e-13,-3.7129965718473884e-15,300,1.0 | |
| 383 | +1572864,24,pat1-2-3_q0,1-2-3,3,0,exact,64,1.2439006380358595,0.7198221568915648,300,1.0 | |
| 384 | +1572864,24,pat1-2-3_q1,1-2-3,3,1,exact,64,0.00199501443617221,-0.0012336309649337276,300,1.0 | |
| 385 | +1572864,24,pat1-2-3_q2,1-2-3,3,2,exact,64,8.289993081475546e-09,-3.1730461126253407e-09,300,1.0 | |
| 386 | +1572864,24,pat1-2-3_q3,1-2-3,3,3,exact,64,1.58347441779189e-13,-3.7129965718473884e-15,300,1.0 | |
| 387 | +1572864,24,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,0.992634332678695,-0.4930839717149471,300,1.0 | |
| 388 | +1572864,24,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.0013389933930818988,-0.0007856670588276912,300,1.0 | |
| 389 | +1572864,24,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,4.05104952760096e-09,-1.4296522000241185e-09,300,1.0 | |
| 390 | +1572864,24,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.523149081432878e-13,-4.641245714809246e-16,300,1.0 | |
| 391 | +1572864,24,pat1-2-4_q0,1-2-4,3,0,exact,64,1.2035828589639017,0.9936349260629983,300,1.0 | |
| 392 | +1572864,24,pat1-2-4_q1,1-2-4,3,1,exact,64,0.0016368731942272316,-0.001154994606179629,300,1.0 | |
| 393 | +1572864,24,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.001633832509833018,-0.0011526706287439902,300, | |
| 394 | +1572864,24,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0016375313842372104,-0.001155577516672879,300, | |
| 395 | +1572864,24,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.0026302216973771624,0.0012750131259824903,300, | |
| 396 | +1572864,24,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.0016368744533565367,-0.00115499561681691,300, | |
| 397 | +1572864,24,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.0026302216973771624,0.0012750131259824903,300, | |
| 398 | +1572864,24,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.0026302216973771624,0.0012750131259824903,300, | |
| 399 | +1572864,24,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.0016368731942272316,-0.001154994606179629,300, | |
| 400 | +1572864,24,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.0026302216973771624,0.0012750131259824903,300, | |
| 401 | +1572864,24,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.002160260473412988,-0.001228229200149083,300, | |
| 402 | +1572864,24,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.001636485038503522,-0.001149718430573516,300, | |
| 403 | +1572864,24,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.0016380946091267472,-0.0011556024802218884,300, | |
| 404 | +1572864,24,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.12348546228597204,0.009286103679124429,300, | |
| 405 | +1572864,24,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.001636875070579593,-0.0011549970352753552,300, | |
| 406 | +1572864,24,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.0616425503786092,0.007324598221036333,300, | |
| 407 | +1572864,24,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.03270325250373997,0.00018224653777451665,300, | |
| 408 | +1572864,24,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.0016368731942272316,-0.001154994606179629,300, | |
| 409 | +1572864,24,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.008648618168991914,0.0012576857599681376,300, | |
| 410 | +1572864,24,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0030042911215985607,-0.0011861903719096777,300, | |
| 411 | +1572864,24,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.0016388424746873855,-0.0011520419091007664,300, | |
| 412 | +1572864,24,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.0016374328646054754,-0.0011550195672989374,300, | |
| 413 | +1572864,24,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.12369599215753695,0.006868862684026242,300, | |
| 414 | +1572864,24,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.0016368738114633115,-0.0011549960246478158,300, | |
| 415 | +1572864,24,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.06122956064008337,0.004911956013692643,300, | |
| 416 | +1572864,24,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.032709586680132435,-0.00224786607102931,300, | |
| 417 | +1572864,24,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.0016368731942272316,-0.001154994606179629,300, | |
| 418 | +1572864,24,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.00870452382869856,-0.0011739298214866536,300, | |
| 419 | +1572864,24,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.002642840487296873,-0.0011129725537135952,300, | |
| 420 | +1572864,24,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.0016368731942277607,-0.001154994606180557,300, | |
| 421 | +1572864,24,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.04970832856508817,0.040895950286797086,300, | |
| 422 | +1572864,24,pat1-2-4_q2,1-2-4,3,2,exact,64,4.554219856382728e-09,-2.1362540126295354e-09,300,1.0 | |
| 423 | +1572864,24,pat1-2-4_q2_single,1-2-4,3,2,single,64,4.554219856382728e-09,-2.1362540126295354e-09,300, | |
| 424 | +1572864,24,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.001994568485437171,0.0016395867679180002,300, | |
| 425 | +1572864,24,pat1-2-4_q3,1-2-4,3,3,exact,64,1.613792570262648e-13,-4.177121143328311e-15,300,1.0 | |
| 426 | +1572864,24,pat1-2-4_q3_single,1-2-4,3,3,single,64,1.613792570262648e-13,-4.177121143328311e-15,300, | |
| 427 | +1572864,24,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,7.994011307370949e-05,6.566311376026921e-05,300, | |
| 428 | +1572864,24,pat1-2_q0,1-2,2,0,exact,64,4.980530586254331,-4.9593034238014475,300,1.0 | |
| 429 | +1572864,24,pat1-2_q1,1-2,2,1,exact,64,0.020111189435492994,-0.019778309209884073,300,1.0 | |
| 430 | +1572864,24,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.020109830354212623,-0.019768701791557375,300, | |
| 431 | +1572864,24,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.020116616791591314,-0.019783192134374947,300, | |
| 432 | +1572864,24,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.021494342837321104,0.019480379996963983,300, | |
| 433 | +1572864,24,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.020111168656829305,-0.019778288935313207,300, | |
| 434 | +1572864,24,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.021494342837321104,0.019480379996963983,300, | |
| 435 | +1572864,24,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.021494342837321104,0.019480379996963983,300, | |
| 436 | +1572864,24,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.02011118943549258,-0.019778309209883608,300, | |
| 437 | +1572864,24,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.021494342837321104,0.019480379996963983,300, | |
| 438 | +1572864,24,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.02158651243806383,-0.019946232338128266,300, | |
| 439 | +1572864,24,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.02009969055894481,-0.019753331831877816,300, | |
| 440 | +1572864,24,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.020117870999170555,-0.019783983505930754,300, | |
| 441 | +1572864,24,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.4095045413140012,-0.11339621599540169,300, | |
| 442 | +1572864,24,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.020111161800836577,-0.019778284527486412,300, | |
| 443 | +1572864,24,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.2794043839445809,-0.0439940066165459,300, | |
| 444 | +1572864,24,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.14370798516041935,-0.009292901927116159,300, | |
| 445 | +1572864,24,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.02011118943549258,-0.019778309209883608,300, | |
| 446 | +1572864,24,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.04319761531699138,0.021070564676132702,300, | |
| 447 | +1572864,24,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.023006840193853698,-0.019190191882304617,300, | |
| 448 | +1572864,24,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.02010050441220429,-0.019762941256555623,300, | |
| 449 | +1572864,24,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.02011243983011233,-0.019779100597229864,300, | |
| 450 | +1572864,24,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.4230125670470693,-0.15141057040641276,300, | |
| 451 | +1572864,24,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.020111182579451083,-0.019778304802055887,300, | |
| 452 | +1572864,24,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.2855672973973392,-0.08275900250353183,300, | |
| 453 | +1572864,24,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.1502679626957104,-0.04833197971856513,300, | |
| 454 | +1572864,24,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.020111189435492994,-0.019778309209884073,300, | |
| 455 | +1572864,24,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.04087667927080119,-0.018199271105103654,300, | |
| 456 | +1572864,24,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.021323984878528303,-0.01902350192244345,300, | |
| 457 | +1572864,24,pat1-2_q1_single,1-2,2,1,single,64,0.020111189435492994,-0.019778309209884073,300, | |
| 458 | +1572864,24,pat1-2_q1_stale,1-2,2,1,stale,64,0.17976043987734638,-0.17919195057829437,300, | |
| 459 | +1572864,24,pat1-2_q2,1-2,2,2,exact,64,3.438786858824403e-07,-3.2248937933926745e-07,300,1.0 | |
| 460 | +1572864,24,pat1-2_q2_single,1-2,2,2,single,64,3.438786858824403e-07,-3.2248937933926745e-07,300, | |
| 461 | +1572864,24,pat1-2_q2_stale,1-2,2,2,stale,64,0.0071602382476647995,-0.007139194868771714,300, | |
| 462 | +1572864,24,pat1-2_q3,1-2,2,3,exact,64,1.5629356181383992e-13,-4.6412457148092355e-15,300,1.0 | |
| 463 | +1572864,24,pat1-2_q3_single,1-2,2,3,single,64,1.5629356181383992e-13,-4.6412457148092355e-15,300, | |
| 464 | +1572864,24,pat1-2_q3_stale,1-2,2,3,stale,64,0.00028617863656500725,-0.00028538768558522234,300, | |
| 465 | +1572864,24,pat1-3_q0,1-3,2,0,exact,64,7.8094035382055464,-7.798866214147959,300,1.0 | |
| 466 | +1572864,24,pat1-3_q1,1-3,2,1,exact,64,0.04888477000606261,-0.04862603830076428,300,1.0 | |
| 467 | +1572864,24,pat1-3_q2,1-3,2,2,exact,64,1.9451431969181835e-06,-1.9053567747090283e-06,300,1.0 | |
| 468 | +1572864,24,pat1-3_q3,1-3,2,3,exact,64,1.6217816912202473e-13,-6.961868572213853e-15,300,1.0 | |
| 469 | +1572864,24,pat1_q0,1,1,0,exact,64,54.526921666148674,54.52601984436218,300,1.0 | |
| 470 | +1572864,24,pat1_q1,1,1,1,exact,64,2.3707628087287738,-2.3706072144450125,300,1.0 | |
| 471 | +1572864,24,pat1_q1_Hbits12,1,1,1,quantizedH,12,2.3704073282210385,-2.370247108930741,300, | |
| 472 | +1572864,24,pat1_q1_Hbits16,1,1,1,quantizedH,16,2.3707491820656097,-2.370593375734957,300, | |
| 473 | +1572864,24,pat1_q1_Hbits2,1,1,1,quantizedH,2,2.2775901353068813,2.275784191011281,300, | |
| 474 | +1572864,24,pat1_q1_Hbits24,1,1,1,quantizedH,24,2.370762960889578,-2.370607366370879,300, | |
| 475 | +1572864,24,pat1_q1_Hbits3,1,1,1,quantizedH,3,5.1894274031268095,-5.188535188038842,300, | |
| 476 | +1572864,24,pat1_q1_Hbits4,1,1,1,quantizedH,4,1.210985880880405,-1.2075648525454368,300, | |
| 477 | +1572864,24,pat1_q1_Hbits52,1,1,1,quantizedH,52,2.370762808728774,-2.370607214445013,300, | |
| 478 | +1572864,24,pat1_q1_Hbits6,1,1,1,quantizedH,6,2.154156722833742,-2.152201881306588,300, | |
| 479 | +1572864,24,pat1_q1_Hbits8,1,1,1,quantizedH,8,2.371304005865206,-2.3702306310359815,300, | |
| 480 | +1572864,24,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,2.370340260413585,-2.3701729842723362,300, | |
| 481 | +1572864,24,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,2.370688171164398,-2.370532433188201,300, | |
| 482 | +1572864,24,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,4.2732567036825975,-4.261733982434089,300, | |
| 483 | +1572864,24,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,2.370763042333293,-2.370607447732458,300, | |
| 484 | +1572864,24,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,1.4955660191300146,-1.4623171335389813,300, | |
| 485 | +1572864,24,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,2.9654883887221133,-2.9379208592232047,300, | |
| 486 | +1572864,24,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,2.3707628087287715,-2.37060721444501,300, | |
| 487 | +1572864,24,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,2.3178385360005698,-2.2777856800307594,300, | |
| 488 | +1572864,24,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,2.378306286085904,-2.3751633129912593,300, | |
| 489 | +1572864,24,pat1_q1_gbits12,1,1,1,quantizedg,12,2.370696188740035,-2.370533107408271,300, | |
| 490 | +1572864,24,pat1_q1_gbits16,1,1,1,quantizedg,16,2.370701801744329,-2.3705462720416577,300, | |
| 491 | +1572864,24,pat1_q1_gbits2,1,1,1,quantizedg,2,9.493876161965238,-9.489422582604668,300, | |
| 492 | +1572864,24,pat1_q1_gbits24,1,1,1,quantizedg,24,2.370762890172489,-2.37060729580659,300, | |
| 493 | +1572864,24,pat1_q1_gbits3,1,1,1,quantizedg,3,1.215389672488707,1.1798178218898123,300, | |
| 494 | +1572864,24,pat1_q1_gbits4,1,1,1,quantizedg,4,4.155114384217499,-4.136999526829909,300, | |
| 495 | +1572864,24,pat1_q1_gbits52,1,1,1,quantizedg,52,2.3707628087287698,-2.3706072144450085,300, | |
| 496 | +1572864,24,pat1_q1_gbits6,1,1,1,quantizedg,6,2.533104325851676,-2.4967196709501764,300, | |
| 497 | +1572864,24,pat1_q1_gbits8,1,1,1,quantizedg,8,2.377736814220149,-2.3755386528983915,300, | |
| 498 | +1572864,24,pat1_q1_single,1,1,1,single,64,2.370762808728773,-2.3706072144450117,300, | |
| 499 | +1572864,24,pat1_q1_stale,1,1,1,stale,64,4.361697298377499,4.361436143554114,300, | |
| 500 | +1572864,24,pat1_q2,1,1,2,exact,64,0.004482582452413028,-0.004481403376296781,300,1.0 | |
| 501 | +1572864,24,pat1_q2_single,1,1,2,single,64,0.004482582452407307,-0.004481403376291212,300, | |
| 502 | +1572864,24,pat1_q2_stale,1,1,2,stale,64,0.18895316954554037,0.18892705327799553,300, | |
| 503 | +1572864,24,pat1_q3,1,1,3,exact,64,1.6038176499517502e-08,-1.602120101774658e-08,300,1.0 | |
| 504 | +1572864,24,pat1_q3_single,1,1,3,single,64,1.6038175542832063e-08,-1.6021200089497438e-08,300, | |
| 505 | +1572864,24,pat1_q3_stale,1,1,3,stale,64,0.007584659755681129,0.00758282290222913,300, | |
| 506 | +1572864,96,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,0.9711510993178339,-0.020289230681604528,1000,1.0 | |
| 507 | +1572864,96,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.001287706940754605,-0.0007520438795756156,1000,1.0 | |
| 508 | +1572864,96,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,4.166297494083303e-09,-1.322251685622861e-09,1000,1.0 | |
| 509 | +1572864,96,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,1.537296607508825e-13,1.2531363429984928e-15,1000,1.0 | |
| 510 | +1572864,96,pat1-2-3_q0,1-2-3,3,0,exact,64,0.4200259425872759,0.004401416378126407,1000,1.0 | |
| 511 | +1572864,96,pat1-2-3_q1,1-2-3,3,1,exact,64,0.00024352610892219934,-0.0001406755723975098,1000,1.0 | |
| 512 | +1572864,96,pat1-2-3_q2,1-2-3,3,2,exact,64,1.462830431944347e-10,-4.728403668087638e-11,1000,1.0 | |
| 513 | +1572864,96,pat1-2-3_q3,1-2-3,3,3,exact,64,1.6165932536617619e-13,5.012545371993974e-15,1000,1.0 | |
| 514 | +1572864,96,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,0.3650187166051463,-0.0016700854769381808,1000,1.0 | |
| 515 | +1572864,96,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.00018137501972092946,-0.00010624021705973986,1000,1.0 | |
| 516 | +1572864,96,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,8.137485139336512e-11,-2.623009298215869e-11,1000,1.0 | |
| 517 | +1572864,96,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.6039516676043039e-13,6.265681714992468e-15,1000,1.0 | |
| 518 | +1572864,96,pat1-2-4_q0,1-2-4,3,0,exact,64,0.2968680510980231,0.012631632064404444,1000,1.0 | |
| 519 | +1572864,96,pat1-2-4_q1,1-2-4,3,1,exact,64,0.00011956412786921071,-7.0273393931252e-05,1000,1.0 | |
| 520 | +1572864,96,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0001267580269615221,-7.017795889068718e-05,1000, | |
| 521 | +1572864,96,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.00011940772770541613,-7.021422326101813e-05,1000, | |
| 522 | +1572864,96,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.00048183350097114345,6.416211546144672e-05,1000, | |
| 523 | +1572864,96,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.00011956495785168157,-7.027350934998226e-05,1000, | |
| 524 | +1572864,96,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.00048183350097114345,6.416211546144672e-05,1000, | |
| 525 | +1572864,96,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.00048183350097114345,6.416211546144672e-05,1000, | |
| 526 | +1572864,96,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.00011956412786921071,-7.0273393931252e-05,1000, | |
| 527 | +1572864,96,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.00048183350097114345,6.416211546144672e-05,1000, | |
| 528 | +1572864,96,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.0004345686031415878,-1.98905672795734e-05,1000, | |
| 529 | +1572864,96,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.00013133259293956746,-7.046114240602861e-05,1000, | |
| 530 | +1572864,96,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.00011943761382046378,-7.026236955157592e-05,1000, | |
| 531 | +1572864,96,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.030847254781660907,0.0018472391746382967,1000, | |
| 532 | +1572864,96,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.00011956384840451066,-7.027285091385734e-05,1000, | |
| 533 | +1572864,96,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.015956372694485015,-0.0009832640330790017,1000, | |
| 534 | +1572864,96,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.008030490439959263,0.00034286390910225723,1000, | |
| 535 | +1572864,96,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.00011956412786921071,-7.0273393931252e-05,1000, | |
| 536 | +1572864,96,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.002028695018868157,4.5802167625746054e-05,1000, | |
| 537 | +1572864,96,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0006555695871024251,-3.248244976507801e-05,1000, | |
| 538 | +1572864,96,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.0001242513577701483,-7.055665758006574e-05,1000, | |
| 539 | +1572864,96,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.00011959415200870047,-7.032154030075832e-05,1000, | |
| 540 | +1572864,96,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.030851476101100003,0.0017127436026295165,1000, | |
| 541 | +1572864,96,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.00011956301845173204,-7.027273549763274e-05,1000, | |
| 542 | +1572864,96,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.015908931984538938,-0.0011159194503077316,1000, | |
| 543 | +1572864,96,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.008021614311472124,0.00020799691694663356,1000, | |
| 544 | +1572864,96,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.00011956412786921071,-7.0273393931252e-05,1000, | |
| 545 | +1572864,96,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.00198951608327376,-8.856766830268444e-05,1000, | |
| 546 | +1572864,96,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0005098301743333078,-8.286604202904732e-05,1000, | |
| 547 | +1572864,96,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.00011956412786921071,-7.0273393931252e-05,1000, | |
| 548 | +1572864,96,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.0030746347703212167,0.00021544594678166493,1000, | |
| 549 | +1572864,96,pat1-2-4_q2,1-2-4,3,2,exact,64,3.454616820700147e-11,-1.1402009110200404e-11,1000,1.0 | |
| 550 | +1572864,96,pat1-2-4_q2_single,1-2-4,3,2,single,64,3.454616820700147e-11,-1.1402009110200404e-11,1000, | |
| 551 | +1572864,96,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,3.174479765915376e-05,2.3901239357703908e-06,1000, | |
| 552 | +1572864,96,pat1-2-4_q3,1-2-4,3,3,exact,64,1.6045559063402243e-13,4.455595886216865e-15,1000,1.0 | |
| 553 | +1572864,96,pat1-2-4_q3_single,1-2-4,3,3,single,64,1.6045559063402243e-13,4.455595886216865e-15,1000, | |
| 554 | +1572864,96,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,3.2784227450706504e-07,2.6306533881369484e-08,1000, | |
| 555 | +1572864,96,pat1-2_q0,1-2,2,0,exact,64,0.3474668564112049,-0.2792789454854114,1000,1.0 | |
| 556 | +1572864,96,pat1-2_q1,1-2,2,1,exact,64,0.00014236134958311856,-9.626846920218369e-05,1000,1.0 | |
| 557 | +1572864,96,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.00014709087524048117,-9.615613195066104e-05,1000, | |
| 558 | +1572864,96,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.00014239103114560824,-9.628065562326491e-05,1000, | |
| 559 | +1572864,96,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.0005528821558290938,9.433686885822975e-05,1000, | |
| 560 | +1572864,96,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.0001423616227890254,-9.626851419660077e-05,1000, | |
| 561 | +1572864,96,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.0005528821558290938,9.433686885822975e-05,1000, | |
| 562 | +1572864,96,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.0005528821558290938,9.433686885822975e-05,1000, | |
| 563 | +1572864,96,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.00014236134958311856,-9.626846920218369e-05,1000, | |
| 564 | +1572864,96,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.0005528821558290938,9.433686885822975e-05,1000, | |
| 565 | +1572864,96,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.0005249861177881321,0.00010015061412643706,1000, | |
| 566 | +1572864,96,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0001535137821282012,-9.661827563628994e-05,1000, | |
| 567 | +1572864,96,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.00014230970165348994,-9.629242626262087e-05,1000, | |
| 568 | +1572864,96,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.035343917070410395,-0.0033242436290606826,1000, | |
| 569 | +1572864,96,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.00014236183104216307,-9.626887514971467e-05,1000, | |
| 570 | +1572864,96,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.018461910993590885,-0.0004814623241064089,1000, | |
| 571 | +1572864,96,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.009330622007208467,0.00033602161268752044,1000, | |
| 572 | +1572864,96,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.00014236134958311856,-9.626846920218369e-05,1000, | |
| 573 | +1572864,96,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.002356663822129998,0.00011517471147809132,1000, | |
| 574 | +1572864,96,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.000753185924122037,0.00012219733770409803,1000, | |
| 575 | +1572864,96,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.00014891186948939967,-9.673065667852227e-05,1000, | |
| 576 | +1572864,96,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.0001422777560066206,-9.62802405570791e-05,1000, | |
| 577 | +1572864,96,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.03538306313150503,-0.0035106502828536074,1000, | |
| 578 | +1572864,96,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.00014236155788198955,-9.626883016003205e-05,1000, | |
| 579 | +1572864,96,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.018453099857197782,-0.000671752890130253,1000, | |
| 580 | +1572864,96,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.009296551219466988,0.00014554357369677245,1000, | |
| 581 | +1572864,96,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.00014236134958311856,-9.626846920218369e-05,1000, | |
| 582 | +1572864,96,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.002253772817971647,-7.559004772336904e-05,1000, | |
| 583 | +1572864,96,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.0005699327774123584,-7.421060474035935e-05,1000, | |
| 584 | +1572864,96,pat1-2_q1_single,1-2,2,1,single,64,0.00014236134958311856,-9.626846920218369e-05,1000, | |
| 585 | +1572864,96,pat1-2_q1_stale,1-2,2,1,stale,64,0.003425768141621282,-0.0027689403118757046,1000, | |
| 586 | +1572864,96,pat1-2_q2,1-2,2,2,exact,64,3.919103784567087e-11,-1.6162952551994567e-11,1000,1.0 | |
| 587 | +1572864,96,pat1-2_q2_single,1-2,2,2,single,64,3.919103784567087e-11,-1.6162952551994567e-11,1000, | |
| 588 | +1572864,96,pat1-2_q2_stale,1-2,2,2,stale,64,3.5072061974227e-05,-2.839367899376301e-05,1000, | |
| 589 | +1572864,96,pat1-2_q3,1-2,2,3,exact,64,1.610585825772104e-13,1.3923737144427708e-15,1000,1.0 | |
| 590 | +1572864,96,pat1-2_q3_single,1-2,2,3,single,64,1.610585825772104e-13,1.3923737144427708e-15,1000, | |
| 591 | +1572864,96,pat1-2_q3_stale,1-2,2,3,stale,64,3.5927323375601427e-07,-2.9128253580367845e-07,1000, | |
| 592 | +1572864,96,pat1-3_q0,1-3,2,0,exact,64,0.45801145978441277,-0.42111912641708693,1000,1.0 | |
| 593 | +1572864,96,pat1-3_q1,1-3,2,1,exact,64,0.00021048795129835257,-0.00016726825327090364,1000,1.0 | |
| 594 | +1572864,96,pat1-3_q2,1-3,2,2,exact,64,6.453193372758523e-11,-3.532841978181353e-11,1000,1.0 | |
| 595 | +1572864,96,pat1-3_q3,1-3,2,3,exact,64,1.5924275698938008e-13,-5.569494857771088e-16,1000,1.0 | |
| 596 | +1572864,96,pat1_q0,1,1,0,exact,64,13.203515250800521,13.20269112925226,1000,1.0 | |
| 597 | +1572864,96,pat1_q1,1,1,1,exact,64,0.13904048751597747,-0.13900602746476454,1000,1.0 | |
| 598 | +1572864,96,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.13903932015598283,-0.13900051636226196,1000, | |
| 599 | +1572864,96,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.13903677038382536,-0.1390023077086211,1000, | |
| 600 | +1572864,96,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.13907420850798483,0.13752244756738363,1000, | |
| 601 | +1572864,96,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.13904049842094787,-0.13900603833900763,1000, | |
| 602 | +1572864,96,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.13907420850798483,0.13752244756738363,1000, | |
| 603 | +1572864,96,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.13907420850798483,0.13752244756738363,1000, | |
| 604 | +1572864,96,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.1390404875159776,-0.13900602746476468,1000, | |
| 605 | +1572864,96,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.08594323529025145,-0.07759807129806293,1000, | |
| 606 | +1572864,96,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.14079698833027704,-0.1398859338250102,1000, | |
| 607 | +1572864,96,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.13907084740482442,-0.13902307257994168,1000, | |
| 608 | +1572864,96,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.13903666505649231,-0.139002274282807,1000, | |
| 609 | +1572864,96,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,1.501511571473066,-1.4942473274468064,1000, | |
| 610 | +1572864,96,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.13904050830411965,-0.13900604793957727,1000, | |
| 611 | +1572864,96,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.9658548899099632,0.9503434358508053,1000, | |
| 612 | +1572864,96,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.32522583165287283,-0.17642184582945664,1000, | |
| 613 | +1572864,96,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.1390404875159779,-0.13900602746476498,1000, | |
| 614 | +1572864,96,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.12547196729473972,-0.07770728377340748,1000, | |
| 615 | +1572864,96,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.14219270553769897,-0.13936876700653422,1000, | |
| 616 | +1572864,96,pat1_q1_gbits12,1,1,1,quantizedg,12,0.13907186375062683,-0.13902858215697786,1000, | |
| 617 | +1572864,96,pat1_q1_gbits16,1,1,1,quantizedg,16,0.13904038171571922,-0.13900599403435732,1000, | |
| 618 | +1572864,96,pat1_q1_gbits2,1,1,1,quantizedg,2,1.8109846182255471,-1.8052848187254076,1000, | |
| 619 | +1572864,96,pat1_q1_gbits24,1,1,1,quantizedg,24,0.13904049739917268,-0.13900603706532763,1000, | |
| 620 | +1572864,96,pat1_q1_gbits3,1,1,1,quantizedg,3,0.7116462857862679,0.6910495064960944,1000, | |
| 621 | +1572864,96,pat1_q1_gbits4,1,1,1,quantizedg,4,0.5371965487023089,-0.4595856718009744,1000, | |
| 622 | +1572864,96,pat1_q1_gbits52,1,1,1,quantizedg,52,0.13904048751597778,-0.13900602746476481,1000, | |
| 623 | +1572864,96,pat1_q1_gbits6,1,1,1,quantizedg,6,0.16610170519269424,-0.13910873015059017,1000, | |
| 624 | +1572864,96,pat1_q1_gbits8,1,1,1,quantizedg,8,0.14035170451588835,-0.13848779144956797,1000, | |
| 625 | +1572864,96,pat1_q1_single,1,1,1,single,64,0.13904048751597792,-0.13900602746476498,1000, | |
| 626 | +1572864,96,pat1_q1_stale,1,1,1,stale,64,0.27236068737671093,0.2722949789747664,1000, | |
| 627 | +1572864,96,pat1_q2,1,1,2,exact,64,1.5429976836109835e-05,-1.5414762013986496e-05,1000,1.0 | |
| 628 | +1572864,96,pat1_q2_single,1,1,2,single,64,1.5429976836560626e-05,-1.5414762014404208e-05,1000, | |
| 629 | +1572864,96,pat1_q2_stale,1,1,2,stale,64,0.002868526711561063,0.0028669680717917896,1000, | |
| 630 | +1572864,96,pat1_q3,1,1,3,exact,64,2.418084563240958e-13,-1.876919767068855e-13,1000,1.0 | |
| 631 | +1572864,96,pat1_q3_single,1,1,3,single,64,2.422490186801919e-13,-1.8838816356410686e-13,1000, | |
| 632 | +1572864,96,pat1_q3_stale,1,1,3,stale,64,2.960823209018773e-05,2.95798852618859e-05,1000, | |
| 633 | +3145728,192,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,0.678981902366999,-0.014158333169290578,1000,1.0 | |
| 634 | +3145728,192,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.0004779108408131412,-0.0002599246489153509,1000,1.0 | |
| 635 | +3145728,192,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,4.57453085701219e-10,-1.2877531604893464e-10,1000,1.0 | |
| 636 | +3145728,192,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,2.2006553552422866e-13,-9.845568954283855e-16,1000,1.0 | |
| 637 | +3145728,192,pat1-2-3_q0,1-2-3,3,0,exact,64,0.29664960090882947,-0.006651070120280215,1000,1.0 | |
| 638 | +3145728,192,pat1-2-3_q1,1-2-3,3,1,exact,64,8.734992146238528e-05,-4.961487640543948e-05,1000,1.0 | |
| 639 | +3145728,192,pat1-2-3_q2,1-2-3,3,2,exact,64,1.3860226764021003e-11,-4.301135253368441e-12,1000,1.0 | |
| 640 | +3145728,192,pat1-2-3_q3,1-2-3,3,3,exact,64,2.2580507068188585e-13,-2.1660251699424466e-15,1000,1.0 | |
| 641 | +3145728,192,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,0.2555999858022574,-0.005837242413203357,1000,1.0 | |
| 642 | +3145728,192,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,6.223503621169021e-05,-3.683342944709451e-05,1000,1.0 | |
| 643 | +3145728,192,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,6.9388507849705044e-12,-2.1735078023477018e-12,1000,1.0 | |
| 644 | +3145728,192,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,2.2173305495261767e-13,3.9382275817135357e-16,1000,1.0 | |
| 645 | +3145728,192,pat1-2-4_q0,1-2-4,3,0,exact,64,0.2080811796331893,-0.004148649104195541,1000,1.0 | |
| 646 | +3145728,192,pat1-2-4_q1,1-2-4,3,1,exact,64,4.1221187069529555e-05,-2.4411088589911252e-05,1000,1.0 | |
| 647 | +3145728,192,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,4.895924724243146e-05,-2.4855056054373127e-05,1000, | |
| 648 | +3145728,192,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,4.120297602491809e-05,-2.4394934570711496e-05,1000, | |
| 649 | +3145728,192,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.00022663815806375185,1.804128419233731e-05,1000, | |
| 650 | +3145728,192,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,4.1221313543225065e-05,-2.441122832826866e-05,1000, | |
| 651 | +3145728,192,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.00022663815806375185,1.804128419233731e-05,1000, | |
| 652 | +3145728,192,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.00022663815806375185,1.804128419233731e-05,1000, | |
| 653 | +3145728,192,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,4.1221187069529555e-05,-2.4411088589911252e-05,1000, | |
| 654 | +3145728,192,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.00022663815806375185,1.804128419233731e-05,1000, | |
| 655 | +3145728,192,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.00021667632044963694,5.631659627050183e-07,1000, | |
| 656 | +3145728,192,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,5.313309979364758e-05,-2.4393762471281447e-05,1000, | |
| 657 | +3145728,192,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,4.139528075260808e-05,-2.4455647404583246e-05,1000, | |
| 658 | +3145728,192,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.021581561601775878,-0.00019931108727993602,1000, | |
| 659 | +3145728,192,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,4.1221133373436614e-05,-2.441123882364498e-05,1000, | |
| 660 | +3145728,192,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.011042640128609208,-0.0003536564351219825,1000, | |
| 661 | +3145728,192,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.005543705554891457,0.0001743420852883398,1000, | |
| 662 | +3145728,192,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,4.1221187069529555e-05,-2.4411088589911252e-05,1000, | |
| 663 | +3145728,192,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.0014140395363432205,-9.482434042965256e-07,1000, | |
| 664 | +3145728,192,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0004332725416333434,1.0237363569752307e-05,1000, | |
| 665 | +3145728,192,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,4.562213400381399e-05,-2.394959170330358e-05,1000, | |
| 666 | +3145728,192,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,4.141525996997566e-05,-2.447180122785627e-05,1000, | |
| 667 | +3145728,192,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.021592709630996913,-0.0002421943763485518,1000, | |
| 668 | +3145728,192,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,4.1221006892824186e-05,-2.441109908233417e-05,1000, | |
| 669 | +3145728,192,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.011044219567205355,-0.00039549586466478535,1000, | |
| 670 | +3145728,192,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.005511740584128828,0.00013179259379105164,1000, | |
| 671 | +3145728,192,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,4.1221187069529555e-05,-2.4411088589911252e-05,1000, | |
| 672 | +3145728,192,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.0014088752850260648,-4.3383693351876355e-05,1000, | |
| 673 | +3145728,192,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0003567466463802188,-1.4731809393496242e-05,1000, | |
| 674 | +3145728,192,pat1-2-4_q1_single,1-2-4,3,1,single,64,4.1221187069529555e-05,-2.4411088589911252e-05,1000, | |
| 675 | +3145728,192,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.001076979769394984,8.200946423559603e-06,1000, | |
| 676 | +3145728,192,pat1-2-4_q2,1-2-4,3,2,exact,64,3.0672763595926946e-12,-9.552170999446189e-13,1000,1.0 | |
| 677 | +3145728,192,pat1-2-4_q2_single,1-2-4,3,2,single,64,3.0672763595926946e-12,-9.552170999446189e-13,1000, | |
| 678 | +3145728,192,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,5.5819557900130325e-06,7.111297399163263e-08,1000, | |
| 679 | +3145728,192,pat1-2-4_q3,1-2-4,3,3,exact,64,2.2408134264454726e-13,-4.52896171897057e-15,1000,1.0 | |
| 680 | +3145728,192,pat1-2-4_q3_single,1-2-4,3,3,single,64,2.2408134264454726e-13,-4.52896171897057e-15,1000, | |
| 681 | +3145728,192,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,2.893985263933761e-08,5.136762165452956e-10,1000, | |
| 682 | +3145728,192,pat1-2_q0,1-2,2,0,exact,64,0.1785733858453111,-0.10378974133216808,1000,1.0 | |
| 683 | +3145728,192,pat1-2_q1,1-2,2,1,exact,64,2.9605097606108534e-05,-1.7978413081760424e-05,1000,1.0 | |
| 684 | +3145728,192,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,3.5294648823262916e-05,-1.6908842016845823e-05,1000, | |
| 685 | +3145728,192,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,2.9746443889028005e-05,-1.8038296343351143e-05,1000, | |
| 686 | +3145728,192,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.00019652433347038236,8.703136192873688e-06,1000, | |
| 687 | +3145728,192,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,2.9605064155656162e-05,-1.797832582284583e-05,1000, | |
| 688 | +3145728,192,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.00019652433347038236,8.703136192873688e-06,1000, | |
| 689 | +3145728,192,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.00019652433347038236,8.703136192873688e-06,1000, | |
| 690 | +3145728,192,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,2.9605097606108534e-05,-1.7978413081760424e-05,1000, | |
| 691 | +3145728,192,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.00019652433347038236,8.703136192873688e-06,1000, | |
| 692 | +3145728,192,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.00018927173659563572,1.5075517181748503e-05,1000, | |
| 693 | +3145728,192,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,3.844617153669124e-05,-1.6659074688816754e-05,1000, | |
| 694 | +3145728,192,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,2.9726688783271212e-05,-1.798744298943488e-05,1000, | |
| 695 | +3145728,192,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.018027449948194916,-0.0011351790621184608,1000, | |
| 696 | +3145728,192,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,2.9604723812364337e-05,-1.7978266819138574e-05,1000, | |
| 697 | +3145728,192,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.008949229730586573,-0.0004640939469788607,1000, | |
| 698 | +3145728,192,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.004826680364958274,0.00016523335144994354,1000, | |
| 699 | +3145728,192,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,2.9605097606108534e-05,-1.7978413081760424e-05,1000, | |
| 700 | +3145728,192,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.001154721819936096,3.03265315763559e-05,1000, | |
| 701 | +3145728,192,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.00034004650645736036,2.697177190746408e-05,1000, | |
| 702 | +3145728,192,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,3.388161867772086e-05,-1.7728554089121787e-05,1000, | |
| 703 | +3145728,192,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,2.9585576614416017e-05,-1.792755963982478e-05,1000, | |
| 704 | +3145728,192,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.01803807397733273,-0.0011606023377499096,1000, | |
| 705 | +3145728,192,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,2.960475723145594e-05,-1.7978354078643992e-05,1000, | |
| 706 | +3145728,192,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.008949462813014421,-0.0004904635083147831,1000, | |
| 707 | +3145728,192,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.004816734855570651,0.00013846921114231157,1000, | |
| 708 | +3145728,192,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,2.9605097606108534e-05,-1.7978413081760424e-05,1000, | |
| 709 | +3145728,192,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.0011458118617122834,3.6731654060892065e-06,1000, | |
| 710 | +3145728,192,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.00029785786499957257,-6.069218595720998e-06,1000, | |
| 711 | +3145728,192,pat1-2_q1_single,1-2,2,1,single,64,2.9605097606108534e-05,-1.7978413081760424e-05,1000, | |
| 712 | +3145728,192,pat1-2_q1_stale,1-2,2,1,stale,64,0.0008949826583977863,-0.0005142014494662359,1000, | |
| 713 | +3145728,192,pat1-2_q2,1-2,2,2,exact,64,1.4819461954903383e-12,-4.891278656488215e-13,1000,1.0 | |
| 714 | +3145728,192,pat1-2_q2_single,1-2,2,2,single,64,1.4819461954903383e-12,-4.891278656488215e-13,1000, | |
| 715 | +3145728,192,pat1-2_q2_stale,1-2,2,2,stale,64,4.607425599148993e-06,-2.6352947598948663e-06,1000, | |
| 716 | +3145728,192,pat1-2_q3,1-2,2,3,exact,64,2.2425431167272984e-13,1.3783796535997384e-15,1000,1.0 | |
| 717 | +3145728,192,pat1-2_q3_single,1-2,2,3,single,64,2.2425431167272984e-13,1.3783796535997384e-15,1000, | |
| 718 | +3145728,192,pat1-2_q3_stale,1-2,2,3,stale,64,2.3728348614712917e-08,-1.3507974890856914e-08,1000, | |
| 719 | +3145728,192,pat1-3_q0,1-3,2,0,exact,64,0.1973440425856836,-0.15235907693805562,1000,1.0 | |
| 720 | +3145728,192,pat1-3_q1,1-3,2,1,exact,64,3.264102394330932e-05,-2.1956702684263564e-05,1000,1.0 | |
| 721 | +3145728,192,pat1-3_q2,1-3,2,2,exact,64,1.415339490849839e-12,-6.003827948322289e-13,1000,1.0 | |
| 722 | +3145728,192,pat1-3_q3,1-3,2,3,exact,64,2.179409592904541e-13,-2.166025169942446e-15,1000,1.0 | |
| 723 | +3145728,192,pat1_q0,1,1,0,exact,64,9.282661736530915,9.282122876317922,1000,1.0 | |
| 724 | +3145728,192,pat1_q1,1,1,1,exact,64,0.048593746845213795,-0.048582430135088624,1000,1.0 | |
| 725 | +3145728,192,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.048612570549359135,-0.04859722693445523,1000, | |
| 726 | +3145728,192,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.0485939840510133,-0.04858261853180622,1000, | |
| 727 | +3145728,192,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.04966681728529663,0.04855084470130452,1000, | |
| 728 | +3145728,192,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.048593752486901086,-0.04858243594964417,1000, | |
| 729 | +3145728,192,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.04966681728529663,0.04855084470130452,1000, | |
| 730 | +3145728,192,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.04966681728529663,0.04855084470130452,1000, | |
| 731 | +3145728,192,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.04859374684521324,-0.048582430135088034,1000, | |
| 732 | +3145728,192,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.09759310002993347,-0.09611716191073334,1000, | |
| 733 | +3145728,192,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.05154106100661322,-0.05033956426509147,1000, | |
| 734 | +3145728,192,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.048660790951213305,-0.0486358407030099,1000, | |
| 735 | +3145728,192,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.04859071142594817,-0.048579327916911275,1000, | |
| 736 | +3145728,192,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,1.11467835194511,-1.110181969095341,1000, | |
| 737 | +3145728,192,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.048593754229468746,-0.04858243780256568,1000, | |
| 738 | +3145728,192,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.6295826016071246,0.6201367876659674,1000, | |
| 739 | +3145728,192,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.2662613186775708,-0.178338634623285,1000, | |
| 740 | +3145728,192,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.04859374684521362,-0.04858243013508842,1000, | |
| 741 | +3145728,192,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.11867184852592823,-0.09721061197585022,1000, | |
| 742 | +3145728,192,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.05313248060997463,-0.04934657750096034,1000, | |
| 743 | +3145728,192,pat1_q1_gbits12,1,1,1,quantizedg,12,0.048641373718142394,-0.04862104072479992,1000, | |
| 744 | +3145728,192,pat1_q1_gbits16,1,1,1,quantizedg,16,0.0485904721356963,-0.048579139509542735,1000, | |
| 745 | +3145728,192,pat1_q1_gbits2,1,1,1,quantizedg,2,1.2235796096108131,-1.219507461141106,1000, | |
| 746 | +3145728,192,pat1_q1_gbits24,1,1,1,quantizedg,24,0.04859374858780391,-0.04858243198801505,1000, | |
| 747 | +3145728,192,pat1_q1_gbits3,1,1,1,quantizedg,3,0.5400315486473573,0.5290145903471385,1000, | |
| 748 | +3145728,192,pat1_q1_gbits4,1,1,1,quantizedg,4,0.3418306721740992,-0.2778475999495206,1000, | |
| 749 | +3145728,192,pat1_q1_gbits52,1,1,1,quantizedg,52,0.048593746845214184,-0.04858243013508901,1000, | |
| 750 | +3145728,192,pat1_q1_gbits6,1,1,1,quantizedg,6,0.08204445189407167,-0.04966816783903547,1000, | |
| 751 | +3145728,192,pat1_q1_gbits8,1,1,1,quantizedg,8,0.05020469669574787,-0.0475890461303959,1000, | |
| 752 | +3145728,192,pat1_q1_single,1,1,1,single,64,0.04859374684521358,-0.04858243013508842,1000, | |
| 753 | +3145728,192,pat1_q1_stale,1,1,1,stale,64,0.09617946684281771,0.09615736112702893,1000, | |
| 754 | +3145728,192,pat1_q2,1,1,2,exact,64,1.3326055548374507e-06,-1.3313594512182315e-06,1000,1.0 | |
| 755 | +3145728,192,pat1_q2_single,1,1,2,single,64,1.3326055550518142e-06,-1.331359451415143e-06,1000, | |
| 756 | +3145728,192,pat1_q2_stale,1,1,2,stale,64,0.000503569466747063,0.0005033078006849528,1000, | |
| 757 | +3145728,192,pat1_q3,1,1,3,exact,64,2.1758484637398277e-13,9.845568954283843e-16,1000,1.0 | |
| 758 | +3145728,192,pat1_q3_single,1,1,3,single,64,2.1820766258333744e-13,1.1814682745140614e-15,1000, | |
| 759 | +3145728,192,pat1_q3_stale,1,1,3,stale,64,2.610114628767646e-06,2.607706495263206e-06,1000, | |
modified
results/processed/ablation_logistic_summary.csv
+127 −127
@@ -1,128 +1,128 @@ | ||
| 1 | 1 | N,m,variant,pattern,r,q,hessian,bits,rms,mean0,n,valid |
| 2 | −196608,96,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,125240.08710588618,1914.8598490179713,80,0.408319091796875 | |
| 3 | −196608,96,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,291911131368.97,-5789626052.8850975,80,0.408319091796875 | |
| 4 | −196608,96,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,3.691151744357216e+23,1.564518386754187e+22,80,0.408319091796875 | |
| 5 | −196608,96,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,1.8297680699053677e+89,-1.9251986487417423e+87,78,0.40807166466346156 | |
| 6 | −196608,96,pat1-2-3_q0,1-2-3,3,0,exact,64,8352.835207761933,1943.5855850959601,80,0.89671630859375 | |
| 7 | −196608,96,pat1-2-3_q1,1-2-3,3,1,exact,64,1017725.9771380429,-141151.5564783585,80,0.89671630859375 | |
| 8 | −196608,96,pat1-2-3_q2,1-2-3,3,2,exact,64,49851844589554.65,2020403362448.2437,80,0.89671630859375 | |
| 9 | −196608,96,pat1-2-3_q3,1-2-3,3,3,exact,64,3.798060453606584e+106,-3.7305242137975383e+104,73,0.8966984160958904 | |
| 10 | −196608,96,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,86205.81540136944,3778.8138207168668,80,0.0 | |
| 11 | −196608,96,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,52501188845.473625,992053572.3870904,80,0.0 | |
| 12 | −196608,96,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,1.958777996045666e+24,-3.914378959827043e+22,80,0.0 | |
| 13 | −196608,96,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.958777996045666e+24,-3.914378959827043e+22,80,0.0 | |
| 14 | −196608,96,pat1-2-4_q0,1-2-4,3,0,exact,64,43194.48553642932,1953.1608304552876,80,0.41552734375 | |
| 15 | −196608,96,pat1-2-4_q1,1-2-4,3,1,exact,64,6036956301.141765,113670514.11113386,80,0.41552734375 | |
| 16 | −196608,96,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,909528509.6735398,-17580754.35449255,80, | |
| 17 | −196608,96,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,7523579765.857587,141758083.41620055,80, | |
| 18 | −196608,96,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,12225778.9475807,-228464.2880995456,80, | |
| 19 | −196608,96,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,6026767040.398128,113478005.18708882,80, | |
| 20 | −196608,96,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,4695056.998611163,-94047.24159755919,80, | |
| 21 | −196608,96,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,67513775.8199335,2078913.4046347898,80, | |
| 22 | −196608,96,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,6036956301.217164,113670514.11255841,80, | |
| 23 | −196608,96,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,16287543.433179554,-182031.5259587727,80, | |
| 24 | −196608,96,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,32037323.510255203,-577772.2071813174,80, | |
| 25 | −196608,96,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,909518384.5097548,-17580579.270076398,80, | |
| 26 | −196608,96,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,7523549373.392959,141757509.16513097,80, | |
| 27 | −196608,96,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,12038039.948792217,-232615.99979077076,80, | |
| 28 | −196608,96,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,6026767059.282383,113478005.54899819,80, | |
| 29 | −196608,96,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,4693205.741264144,-92830.26103392875,80, | |
| 30 | −196608,96,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,67934130.85161178,2090258.717442663,80, | |
| 31 | −196608,96,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,6036956301.217164,113670514.11255841,80, | |
| 32 | −196608,96,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,16336936.748826984,-180928.61770167953,80, | |
| 33 | −196608,96,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,32018537.005989276,-577210.9242879681,80, | |
| 34 | −196608,96,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,6036889082.723597,113669228.63594265,80, | |
| 35 | −196608,96,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,6036931914.132578,113670053.32529461,80, | |
| 36 | −196608,96,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,5757955409.819916,108389343.68540367,80, | |
| 37 | −196608,96,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,6036956320.057941,113670514.47364643,80, | |
| 38 | −196608,96,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,5916605283.318034,111405603.6886544,80, | |
| 39 | −196608,96,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,5919391895.104463,111451762.94129908,80, | |
| 40 | −196608,96,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,6036956301.141765,113670514.11113386,80, | |
| 41 | −196608,96,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,6058528963.2575865,114078889.38041821,80, | |
| 42 | −196608,96,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,6031550273.977768,113568515.26433332,80, | |
| 43 | −196608,96,pat1-2-4_q1_single,1-2-4,3,1,single,64,3.476056473100561e+26,-1.9774634416387576e+25,80, | |
| 44 | −196608,96,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,42966.88668106915,1802.8318289512713,80, | |
| 45 | −196608,96,pat1-2-4_q2,1-2-4,3,2,exact,64,4.28813558891203e+16,57914381206315.06,80,0.41552734375 | |
| 46 | −196608,96,pat1-2-4_q2_single,1-2-4,3,2,single,64,5.797522364764603e+97,1.5130677161665653e+96,79, | |
| 47 | −196608,96,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,42747.68610835505,1651.686500110065,80, | |
| 48 | −196608,96,pat1-2-4_q3,1-2-4,3,3,exact,64,4.315190340508941e+16,58646603186564.41,79,0.41539754746835444 | |
| 49 | −196608,96,pat1-2-4_q3_single,1-2-4,3,3,single,64,5.834567613036883e+97,1.5324660202199827e+96,78, | |
| 50 | −196608,96,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,42537.0104171786,1499.7337889661947,80, | |
| 51 | −196608,96,pat1-2_q0,1-2,2,0,exact,64,426.9408183023899,-65.8397485320049,80,0.998675537109375 | |
| 52 | −196608,96,pat1-2_q1,1-2,2,1,exact,64,2316.2327040863083,171.48689505752077,80,0.998675537109375 | |
| 53 | −196608,96,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,2317.290499084197,171.57398633866123,80, | |
| 54 | −196608,96,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,2316.103199145409,171.47690357456582,80, | |
| 55 | −196608,96,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,2721.153244054171,181.63898384774785,80, | |
| 56 | −196608,96,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,2316.2327276136243,171.4868978913657,80, | |
| 57 | −196608,96,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,2622.3517865936565,192.8048166643757,80, | |
| 58 | −196608,96,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,2278.290667474224,170.06263895683983,80, | |
| 59 | −196608,96,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,2316.2327040863083,171.48689505752077,80, | |
| 60 | −196608,96,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,2394.3841977487596,177.2683550088,80, | |
| 61 | −196608,96,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,2305.6217279509715,170.6633829764235,80, | |
| 62 | −196608,96,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,2317.114432592448,171.56086671978414,80, | |
| 63 | −196608,96,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,2316.098999501922,171.47645214951058,80, | |
| 64 | −196608,96,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,2852.512591632746,189.64679682941338,80, | |
| 65 | −196608,96,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,2316.232697147572,171.4868958265939,80, | |
| 66 | −196608,96,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,2537.8580180894674,186.4494495930497,80, | |
| 67 | −196608,96,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,2321.3525941359567,173.7440127905897,80, | |
| 68 | −196608,96,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,2316.2327040863083,171.48689505752077,80, | |
| 69 | −196608,96,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,2383.707803554313,176.47201307093954,80, | |
| 70 | −196608,96,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,2306.3202226197063,170.71943221243401,80, | |
| 71 | −196608,96,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,2316.0567364011013,171.47378250620704,80, | |
| 72 | −196608,96,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,2316.22850408998,171.48644360779457,80, | |
| 73 | −196608,96,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,2443.158785239364,180.37506792442647,80, | |
| 74 | −196608,96,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,2316.2326736202544,171.4868929927489,80, | |
| 75 | −196608,96,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,2241.4665729757244,165.84370072017967,80, | |
| 76 | −196608,96,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,2359.819168215639,175.16943489807335,80, | |
| 77 | −196608,96,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,2316.2327040863083,171.4868950575207,80, | |
| 78 | −196608,96,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,2305.943623118098,170.71744118538783,80, | |
| 79 | −196608,96,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,2316.9345314782126,171.5432056704916,80, | |
| 80 | −196608,96,pat1-2_q1_single,1-2,2,1,single,64,2485.332072728558,189.7261464674608,80, | |
| 81 | −196608,96,pat1-2_q1_stale,1-2,2,1,stale,64,139.16667610593788,9.734125823129798,80, | |
| 82 | −196608,96,pat1-2_q2,1-2,2,2,exact,64,934676.5379541665,-63523.27020113837,80,0.998675537109375 | |
| 83 | −196608,96,pat1-2_q2_single,1-2,2,2,single,64,2987160.1062184074,-208603.85182587392,80, | |
| 84 | −196608,96,pat1-2_q2_stale,1-2,2,2,stale,64,33.34920453155626,2.7318734125181896,80, | |
| 85 | −196608,96,pat1-2_q3,1-2,2,3,exact,64,160698855721734.75,10900040830704.254,80,0.998675537109375 | |
| 86 | −196608,96,pat1-2_q3_single,1-2,2,3,single,64,5.176133218460869e+38,1.070998949504629e+37,80, | |
| 87 | −196608,96,pat1-2_q3_stale,1-2,2,3,stale,64,3.1597776652878307,0.09113422596709794,80, | |
| 88 | −196608,96,pat1-3_q0,1-3,2,0,exact,64,4391.04528078168,-1070.552415345987,80,0.89676513671875 | |
| 89 | −196608,96,pat1-3_q1,1-3,2,1,exact,64,331430.0923413302,43591.08464337448,80,0.89676513671875 | |
| 90 | −196608,96,pat1-3_q2,1-3,2,2,exact,64,573260386466.869,-27449656834.023796,80,0.89676513671875 | |
| 91 | −196608,96,pat1-3_q3,1-3,2,3,exact,64,7.084372835967767e+109,-9.454090869597e+107,78,0.8967159955929487 | |
| 92 | −196608,96,pat1_q0,1,1,0,exact,64,57.95003118967403,14.953703419157199,80,1.0 | |
| 93 | −196608,96,pat1_q1,1,1,1,exact,64,3.417184351705471,-0.9004801142474772,80,1.0 | |
| 94 | −196608,96,pat1_q1_Hbits12,1,1,1,quantizedH,12,3.417195854256544,-0.9006198676390087,80, | |
| 95 | −196608,96,pat1_q1_Hbits16,1,1,1,quantizedH,16,3.4171671960654444,-0.9004685489029874,80, | |
| 96 | −196608,96,pat1_q1_Hbits2,1,1,1,quantizedH,2,3.383919616717082,-1.6412481969142785,80, | |
| 97 | −196608,96,pat1_q1_Hbits24,1,1,1,quantizedH,24,3.417184273833559,-0.9004800397790194,80, | |
| 98 | −196608,96,pat1_q1_Hbits3,1,1,1,quantizedH,3,3.531911922274173,-1.6138475284661085,80, | |
| 99 | −196608,96,pat1_q1_Hbits4,1,1,1,quantizedH,4,3.428919126719672,-0.40314915644826216,80, | |
| 100 | −196608,96,pat1_q1_Hbits52,1,1,1,quantizedH,52,3.4171843517054716,-0.9004801142474779,80, | |
| 101 | −196608,96,pat1_q1_Hbits6,1,1,1,quantizedH,6,3.5040026232066586,-0.9403727295604793,80, | |
| 102 | −196608,96,pat1_q1_Hbits8,1,1,1,quantizedH,8,3.418991698845034,-0.9013893469061325,80, | |
| 103 | −196608,96,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,3.4176673648014138,-0.900635912454959,80, | |
| 104 | −196608,96,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,3.4171752631634504,-0.9004714384185071,80, | |
| 105 | −196608,96,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,4.755456559895578,-0.6365749013522344,80, | |
| 106 | −196608,96,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,3.41718429328873,-0.9004800559147755,80, | |
| 107 | −196608,96,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,4.303046106208353,-1.5830152992462336,80, | |
| 108 | −196608,96,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,3.6669395671048677,-0.44324425252453176,80, | |
| 109 | −196608,96,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,3.4171843517054725,-0.9004801142474783,80, | |
| 110 | −196608,96,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,3.489399105733282,-0.9205048054230579,80, | |
| 111 | −196608,96,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,3.422677122593681,-0.9037968764468021,80, | |
| 112 | −196608,96,pat1_q1_gbits12,1,1,1,quantizedg,12,3.4176564057909196,-0.900496148003249,80, | |
| 113 | −196608,96,pat1_q1_gbits16,1,1,1,quantizedg,16,3.4171924196064336,-0.9004830037146784,80, | |
| 114 | −196608,96,pat1_q1_gbits2,1,1,1,quantizedg,2,4.459558961196356,0.0480763052464867,80, | |
| 115 | −196608,96,pat1_q1_gbits24,1,1,1,quantizedg,24,3.417184371160661,-0.9004801303832325,80, | |
| 116 | −196608,96,pat1_q1_gbits3,1,1,1,quantizedg,3,4.101158482588874,-0.869126355041694,80, | |
| 117 | −196608,96,pat1_q1_gbits4,1,1,1,quantizedg,4,3.687395110136895,-0.9420030822393578,80, | |
| 118 | −196608,96,pat1_q1_gbits52,1,1,1,quantizedg,52,3.4171843517054725,-0.9004801142474779,80, | |
| 119 | −196608,96,pat1_q1_gbits6,1,1,1,quantizedg,6,3.406094207582943,-0.8808442152127327,80, | |
| 120 | −196608,96,pat1_q1_gbits8,1,1,1,quantizedg,8,3.420875982958587,-0.9028865511712338,80, | |
| 121 | −196608,96,pat1_q1_single,1,1,1,single,64,17.274562982273423,-1.1185654111119803,80, | |
| 122 | −196608,96,pat1_q1_stale,1,1,1,stale,64,1.301854166202213,-0.20755076519401663,80, | |
| 123 | −196608,96,pat1_q2,1,1,2,exact,64,0.011268815482371377,-0.003005495351663909,80,1.0 | |
| 124 | −196608,96,pat1_q2_single,1,1,2,single,64,11.673753027721276,0.5541014863265371,80, | |
| 125 | −196608,96,pat1_q2_stale,1,1,2,stale,64,0.10943351985967734,0.012730776372106687,80, | |
| 126 | −196608,96,pat1_q3,1,1,3,exact,64,1.2447290999364743e-07,-3.310662032485816e-08,80,1.0 | |
| 127 | −196608,96,pat1_q3_single,1,1,3,single,64,10.562124610310807,0.124865722320413,80, | |
| 128 | −196608,96,pat1_q3_stale,1,1,3,stale,64,0.00918446604901482,-0.0005940183283543361,80, | |
| 2 | +196608,96,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,104987.82999501462,-64.57967566152847,240,0.4075703938802083 | |
| 3 | +196608,96,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,183514089715.7295,-1155637972.4892218,240,0.4075703938802083 | |
| 4 | +196608,96,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,4.0151599459513256e+32,-2.5984141012661525e+30,240,0.4075703938802083 | |
| 5 | +196608,96,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,5.1614582019313276e+140,1.3469240187338678e+138,232,0.4073759933997845 | |
| 6 | +196608,96,pat1-2-3_q0,1-2-3,3,0,exact,64,17214.62230599354,1987.3795392435013,240,0.897369384765625 | |
| 7 | +196608,96,pat1-2-3_q1,1-2-3,3,1,exact,64,904318231.3432182,-5817131.064306829,240,0.897369384765625 | |
| 8 | +196608,96,pat1-2-3_q2,1-2-3,3,2,exact,64,4.221705036669512e+17,-2216780644713044.0,240,0.897369384765625 | |
| 9 | +196608,96,pat1-2-3_q3,1-2-3,3,3,exact,64,1.5219227320174857e+137,-1.6891705312236e+135,222,0.8974213471283784 | |
| 10 | +196608,96,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,61173.01618248491,5189.850395144552,240,0.0 | |
| 11 | +196608,96,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,31383347470.438206,146912111.9162064,240,0.0 | |
| 12 | +196608,96,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,1.4970487417880418e+27,-8.813990777150969e+24,240,0.0 | |
| 13 | +196608,96,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.4970487417880418e+27,-8.813990777150969e+24,240,0.0 | |
| 14 | +196608,96,pat1-2-4_q0,1-2-4,3,0,exact,64,30715.236161112156,2671.3659442118433,240,0.41467081705729164 | |
| 15 | +196608,96,pat1-2-4_q1,1-2-4,3,1,exact,64,3623029971.193384,15571292.57793255,240,0.41467081705729164 | |
| 16 | +196608,96,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,637105263.9947677,-14095122.616158815,240, | |
| 17 | +196608,96,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,4480857767.918501,22445065.38706069,240, | |
| 18 | +196608,96,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,7408076.616482713,-115733.1827019616,240, | |
| 19 | +196608,96,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,3617386591.130274,15505841.632080352,240, | |
| 20 | +196608,96,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,31873095.174458865,-147475.17186181236,240, | |
| 21 | +196608,96,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,40310849.00678594,865726.7160097938,240, | |
| 22 | +196608,96,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,3623029971.2369547,15571292.578268489,240, | |
| 23 | +196608,96,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,12803035.467607845,-139816.97995240026,240, | |
| 24 | +196608,96,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,32483213.82596439,251828.2702993033,240, | |
| 25 | +196608,96,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,637093551.3343352,-14094792.055722125,240, | |
| 26 | +196608,96,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,4480840929.149087,22444858.359035127,240, | |
| 27 | +196608,96,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,7279394.174527087,-113974.23361749777,240, | |
| 28 | +196608,96,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,3617386593.147599,15505842.447116503,240, | |
| 29 | +196608,96,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,32431890.55067585,-146773.88564066202,240, | |
| 30 | +196608,96,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,40534289.23195556,869808.3552548807,240, | |
| 31 | +196608,96,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,3623029971.2369547,15571292.578268489,240, | |
| 32 | +196608,96,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,12797131.845580501,-139465.8522224867,240, | |
| 33 | +196608,96,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,32487783.7506734,252313.25557354066,240, | |
| 34 | +196608,96,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,3622983525.47059,15571611.591135055,240, | |
| 35 | +196608,96,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,3623016597.380035,15571124.951251643,240, | |
| 36 | +196608,96,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,3484411708.4610786,12578703.026007738,240, | |
| 37 | +196608,96,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,3623029973.2439785,15571293.393129624,240, | |
| 38 | +196608,96,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,3559965720.5201063,14517849.29301046,240, | |
| 39 | +196608,96,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,3552999911.262167,15220684.19640828,240, | |
| 40 | +196608,96,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,3623029971.193384,15571292.57793255,240, | |
| 41 | +196608,96,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,3636390602.8585186,15594130.924539061,240, | |
| 42 | +196608,96,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,3620160123.10198,15526420.639394639,240, | |
| 43 | +196608,96,pat1-2-4_q1_single,1-2-4,3,1,single,64,2.0069021407302868e+26,-6.591539734568365e+24,240, | |
| 44 | +196608,96,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,30442.89727464845,2522.9940209660263,240, | |
| 45 | +196608,96,pat1-2-4_q2,1-2-4,3,2,exact,64,3.1394066129468456e+16,-83680451881704.53,240,0.41467081705729164 | |
| 46 | +196608,96,pat1-2-4_q2_single,1-2-4,3,2,single,64,5.383772881791558e+139,-2.8605372366231365e+137,238, | |
| 47 | +196608,96,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,30181.8771823734,2373.7002125309346,240, | |
| 48 | +196608,96,pat1-2-4_q3,1-2-4,3,3,exact,64,2.4544027848643174e+91,3.2047569130323376e+89,239,0.41462432989016734 | |
| 49 | +196608,96,pat1-2-4_q3_single,1-2-4,3,3,single,64,5.418028410097271e+139,-2.8970547332608787e+137,235, | |
| 50 | +196608,96,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,29932.45675085813,2223.491105395825,240, | |
| 51 | +196608,96,pat1-2_q0,1-2,2,0,exact,64,925.9470469748504,-65.85460410715402,240,0.9986796061197917 | |
| 52 | +196608,96,pat1-2_q1,1-2,2,1,exact,64,268017.5220556079,2387.771599314045,240,0.9986796061197917 | |
| 53 | +196608,96,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,262119.19350813277,2336.9137514006634,240, | |
| 54 | +196608,96,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,267992.16322220635,2387.5625189594216,240, | |
| 55 | +196608,96,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,76049.41615092182,-461.37658413129327,240, | |
| 56 | +196608,96,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,268018.7526108341,2387.7820626552007,240, | |
| 57 | +196608,96,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,31099.814792457895,-148.11513699488418,240, | |
| 58 | +196608,96,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,35910.712366041356,412.0591372193192,240, | |
| 59 | +196608,96,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,268017.5220555998,2387.771599313976,240, | |
| 60 | +196608,96,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,522945.16694806115,-4377.9644955586755,240, | |
| 61 | +196608,96,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,224657.20964831673,2013.6984735195765,240, | |
| 62 | +196608,96,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,262096.9970858725,2336.720096372362,240, | |
| 63 | +196608,96,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,267992.2423864764,2387.562905941932,240, | |
| 64 | +196608,96,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,71187.4192640373,-422.4578014131099,240, | |
| 65 | +196608,96,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,268018.7497363679,2387.7820372477004,240, | |
| 66 | +196608,96,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,31161.38105320975,-151.05499017483996,240, | |
| 67 | +196608,96,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,36667.324228477286,419.82536393770516,240, | |
| 68 | +196608,96,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,268017.5220555998,2387.771599313976,240, | |
| 69 | +196608,96,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,520133.09259564546,-4354.210033713556,240, | |
| 70 | +196608,96,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,224737.10833238089,2014.3598976513158,240, | |
| 71 | +196608,96,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,267994.8276626745,2387.5736510286424,240, | |
| 72 | +196608,96,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,268017.6012297329,2387.7719863716725,240, | |
| 73 | +196608,96,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,250498.39103371094,2241.0717607605097,240, | |
| 74 | +196608,96,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,268017.519181155,2387.771573906658,240, | |
| 75 | +196608,96,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,268143.33104690904,2386.7265035562027,240, | |
| 76 | +196608,96,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,273534.49012124265,2436.0782303487995,240, | |
| 77 | +196608,96,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,268017.5220556079,2387.771599314045,240, | |
| 78 | +196608,96,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,266569.4990703741,2375.0808712218036,240, | |
| 79 | +196608,96,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,268112.9065871851,2388.566388926783,240, | |
| 80 | +196608,96,pat1-2_q1_single,1-2,2,1,single,64,592993.2975422308,7301.894274832475,240, | |
| 81 | +196608,96,pat1-2_q1_stale,1-2,2,1,stale,64,761.9973143699335,7.19103271373589,240, | |
| 82 | +196608,96,pat1-2_q2,1-2,2,2,exact,64,5108023454601.344,-43953494733.351616,240,0.9986796061197917 | |
| 83 | +196608,96,pat1-2_q2_single,1-2,2,2,single,64,3.899558941225697e+24,1.108602377682711e+23,240, | |
| 84 | +196608,96,pat1-2_q2_stale,1-2,2,2,stale,64,664.0085551898372,-2.193202435478047,240, | |
| 85 | +196608,96,pat1-2_q3,1-2,2,3,exact,64,92920034064013.06,3589604341291.3345,240,0.9986796061197917 | |
| 86 | +196608,96,pat1-2_q3_single,1-2,2,3,single,64,2.9884419070397464e+38,3.569996498348874e+36,240, | |
| 87 | +196608,96,pat1-2_q3_stale,1-2,2,3,stale,64,580.59779234687,-3.131392825172847,240, | |
| 88 | +196608,96,pat1-3_q0,1-3,2,0,exact,64,8657.8958551275,-1092.4716757824815,240,0.897418212890625 | |
| 89 | +196608,96,pat1-3_q1,1-3,2,1,exact,64,201834442.07698423,1322545.0445519863,240,0.897418212890625 | |
| 90 | +196608,96,pat1-3_q2,1-3,2,2,exact,64,7.731477829622522e+46,-5.111575430079434e+43,240,0.897418212890625 | |
| 91 | +196608,96,pat1-3_q3,1-3,2,3,exact,64,4.2204872248326707e+130,-1.1741439383209204e+128,237,0.8974217925896625 | |
| 92 | +196608,96,pat1_q0,1,1,0,exact,64,57.821468038325904,14.928031133358237,240,1.0 | |
| 93 | +196608,96,pat1_q1,1,1,1,exact,64,3.401174227178468,-0.896177248404215,240,1.0 | |
| 94 | +196608,96,pat1_q1_Hbits12,1,1,1,quantizedH,12,3.4012076362589516,-0.8961980210506795,240, | |
| 95 | +196608,96,pat1_q1_Hbits16,1,1,1,quantizedH,16,3.4011663159762078,-0.8961745555183789,240, | |
| 96 | +196608,96,pat1_q1_Hbits2,1,1,1,quantizedH,2,3.3843031669873977,-1.6328723952404522,240, | |
| 97 | +196608,96,pat1_q1_Hbits24,1,1,1,quantizedH,24,3.4011741907535042,-0.8961772138363923,240, | |
| 98 | +196608,96,pat1_q1_Hbits3,1,1,1,quantizedH,3,3.5516321230406898,-1.6330896480167791,240, | |
| 99 | +196608,96,pat1_q1_Hbits4,1,1,1,quantizedH,4,3.4798079823522072,-0.4079422056192334,240, | |
| 100 | +196608,96,pat1_q1_Hbits52,1,1,1,quantizedH,52,3.401174227178468,-0.8961772484042149,240, | |
| 101 | +196608,96,pat1_q1_Hbits6,1,1,1,quantizedH,6,3.49326646015315,-0.933271548165891,240, | |
| 102 | +196608,96,pat1_q1_Hbits8,1,1,1,quantizedH,8,3.405515283556912,-0.8960583841242772,240, | |
| 103 | +196608,96,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,3.4015001854147675,-0.8962414010842253,240, | |
| 104 | +196608,96,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,3.4011574452872693,-0.8961764474871969,240, | |
| 105 | +196608,96,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,4.7726536837401285,-0.7061771683679964,240, | |
| 106 | +196608,96,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,3.4011742962575204,-0.8961772455043537,240, | |
| 107 | +196608,96,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,4.279497895907375,-1.5810801090004327,240, | |
| 108 | +196608,96,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,3.6295754445643897,-0.4231788713474064,240, | |
| 109 | +196608,96,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,3.4011742271784686,-0.8961772484042149,240, | |
| 110 | +196608,96,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,3.496769358815918,-0.9265736736724833,240, | |
| 111 | +196608,96,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,3.406484411406843,-0.8957855083765909,240, | |
| 112 | +196608,96,pat1_q1_gbits12,1,1,1,quantizedg,12,3.401466692691324,-0.896220611717678,240, | |
| 113 | +196608,96,pat1_q1_gbits16,1,1,1,quantizedg,16,3.4011653569331712,-0.8961791403753865,240, | |
| 114 | +196608,96,pat1_q1_gbits2,1,1,1,quantizedg,2,4.416401883250279,-0.022490741162727697,240, | |
| 115 | +196608,96,pat1_q1_gbits24,1,1,1,quantizedg,24,3.401174332682474,-0.8961772800721757,240, | |
| 116 | +196608,96,pat1_q1_gbits3,1,1,1,quantizedg,3,4.086344250214245,-0.8456944533062777,240, | |
| 117 | +196608,96,pat1_q1_gbits4,1,1,1,quantizedg,4,3.584184044543176,-0.912036674024486,240, | |
| 118 | +196608,96,pat1_q1_gbits52,1,1,1,quantizedg,52,3.4011742271784686,-0.896177248404215,240, | |
| 119 | +196608,96,pat1_q1_gbits6,1,1,1,quantizedg,6,3.405524809904378,-0.8895437604619688,240, | |
| 120 | +196608,96,pat1_q1_gbits8,1,1,1,quantizedg,8,3.4021827123387527,-0.895905227049535,240, | |
| 121 | +196608,96,pat1_q1_single,1,1,1,single,64,17.180386732266662,-1.7235726359264512,240, | |
| 122 | +196608,96,pat1_q1_stale,1,1,1,stale,64,1.315874498276448,-0.21340676669288697,240, | |
| 123 | +196608,96,pat1_q2,1,1,2,exact,64,0.011160765872970272,-0.0029753980365091037,240,1.0 | |
| 124 | +196608,96,pat1_q2_single,1,1,2,single,64,11.768949085853533,0.9223524568664164,240, | |
| 125 | +196608,96,pat1_q2_stale,1,1,2,stale,64,0.11081372445832047,0.013296074776807885,240, | |
| 126 | +196608,96,pat1_q3,1,1,3,exact,64,1.220474744667872e-07,-3.244616325268122e-08,240,1.0 | |
| 127 | +196608,96,pat1_q3_single,1,1,3,single,64,11.092754648644917,-0.2898556950075847,240, | |
| 128 | +196608,96,pat1_q3_stale,1,1,3,stale,64,0.009311188033791109,-0.0006457738238706966,240, | |
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