Datasets:
Tasks:
Text Classification
Formats:
json
Sub-tasks:
natural-language-inference
Languages:
English
Size:
< 1K
ArXiv:
License:
| \documentclass[varwidth=598pt]{standalone} | |
| \usepackage{booktabs} % professional-quality tables | |
| \usepackage{multirow} % multi-row cells in tables | |
| \usepackage{colortbl} % color for tables (\cellcolor, \rowcolor) | |
| \usepackage[table]{xcolor} % enhanced colors for tables | |
| \usepackage{array} % more flexible column formats (often used) | |
| \usepackage{tabularx} % for tables with auto-stretch columns (if used) | |
| \usepackage{graphicx} % for images in tables or figure/table floats | |
| \usepackage{amssymb} % math symbols | |
| \usepackage{amsmath} % math environments | |
| \usepackage{soul} % highlighting (used for colored text/cells) | |
| \usepackage[normalem]{ulem} % underlining, strikethroughs | |
| \usepackage[T1]{fontenc} % font encoding | |
| \usepackage[utf8]{inputenc}% input encoding (legacy, fine for pdflatex) | |
| \usepackage{microtype} % better text appearance | |
| \usepackage{hyperref} % hyperlinks | |
| \usepackage{textcomp} % for extra symbols | |
| \usepackage{enumitem} % for compact lists (if used in table notes) | |
| \usepackage{adjustbox} | |
| \usepackage{tabu} | |
| \usepackage{pifont} % http://ctan.org/pkg/pifont | |
| \usepackage{bbding} % \XSolidBrush | |
| \usepackage{makecell} | |
| \begingroup | |
| \makeatletter | |
| \renewcommand{\fnum@table}{}% | |
| \long\def\@makecaption#1#2{% | |
| \vskip\abovecaptionskip | |
| \centering #2\par | |
| \vskip\belowcaptionskip | |
| } | |
| \makeatother | |
| \begin{document} | |
| \begin{table} | |
| \centering | |
| \begin{adjustbox}{max width=\textwidth} | |
| \begin{tabular}{@{}c|ccc|ccc@{}} | |
| \toprule | |
| & \multicolumn{3}{c|}{\textbf{Forward}} & \multicolumn{3}{c}{\textbf{Backward}}\\ \midrule | |
| \textbf{Resolution} & \textbf{PhiFlow (s)} & \textbf{Ours (s)} & \textbf{Speedup} & \textbf{PhiFlow (s)} & \textbf{Ours (s)} & \textbf{Speedup}\\ \midrule | |
| 32 $\times$ 32 $\times$ 32 & 1.282 & \textbf{0.024} & \textbf{53.4$\times$} & 1.546 & \textbf{0.095} & \textbf{16.3$\times$}\\ \midrule | |
| 40 $\times$ 40 $\times$ 40 & 1.741 & \textbf{0.039} & \textbf{44.6$\times$} & 1.983 & \textbf{0.121} & \textbf{16.4$\times$}\\ \midrule | |
| 48 $\times$ 48 $\times$ 48 & 2.227 & \textbf{0.068} & \textbf{32.8$\times$} & 2.412 & \textbf{0.158} & \textbf{15.3$\times$}\\ \midrule | |
| 64 $\times$ 64 $\times$ 64 & 3.145 & \textbf{0.105} & \textbf{30.0$\times$} & 4.094 & \textbf{0.301} & \textbf{13.6$\times$}\\ %\midrule | |
| \bottomrule | |
| \end{tabular} | |
| \end{adjustbox} | |
| \caption{Table 2 : \textbf{Time Performance.} Our method achieves one order of magnitude speedup across all resolutions compared to PhiFlow in both forward simulation and backward gradient propagation.} | |
| \end{table} | |
| \end{document} |