\documentclass[10pt,twocolumn]{article}

\usepackage[margin=0.75in]{geometry}
\usepackage{graphicx}
\usepackage{booktabs}
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{siunitx}
\DeclareSIUnit\flop{FLOP}
\DeclareSIUnit\cycle{cycle}
\DeclareSIUnit\byte{B}
\usepackage{xcolor}
\usepackage{hyperref}
\hypersetup{colorlinks=true,linkcolor=blue!50!black,citecolor=blue!50!black,urlcolor=blue!50!black}
\usepackage{caption}
\usepackage{subcaption}
\captionsetup{font=small,labelfont=bf}
\usepackage{lmodern}  % scalable Latin Modern fonts (required by microtype expansion)
\usepackage{microtype}
\usepackage{tikz}
\usetikzlibrary{arrows.meta,positioning,calc,fit}

\graphicspath{{figures/}}

\title{\textbf{Hardware--Software Co-Design for Grouped-Query Attention on AHBM}}

\author{Mukesh Garg \and Jiyoon Lee \and Yangwook Kang}

\date{
\small
AGI Computing Lab, System Technology Group\\
2026 Q1-Q3 Report
}

\begin{document}
\maketitle

\input{sections/00-exec-summary}
\input{sections/01-introduction}
\input{sections/02-platform}
\input{sections/03-gemm}
\input{sections/04-allreduce}
\input{sections/05-gqa}                  % section header + intro
\input{sections/05a-roofline}            % 5.1 Roofline Analysis
\input{sections/05b-capacity-planning}   % 5.2 Capacity Planning
\input{sections/05c-parallelism-selection} % 5.3 Parallelism Selection
\input{sections/05x-fused-kernel}        % 5.4-5.7 Placement + short/long ctx + composite
\input{sections/05z-summary}             % 5.8 Summary
\input{sections/06-agentic}
\input{sections/07-hw-spec-search}
\input{sections/08-discussion}
\input{sections/09-conclusion}
\input{sections/10-future-work}

\end{document}