paper.tex

\input{preamble}

\begin{document}

  \title{DeepSmith: Compiler Fuzzing through Deep Learning}

  \author{
  Chris~Cummins\addressnum{1}\comma\extranum{1}
  Pavlos~Petoumenos\addressnum{1},
  Alastair~Murray\addressnum{2},
  Hugh~Leather\addressnum{1}
  }

  \address{1}{University of Edinburgh, Scotland, UK}

  \address{2}{Codeplay Software, Edinburgh, Scotland, UK}

  \extra{1}{E-mail: c.cummins@ed.ac.uk}
  \extra{2}{This work was supported by the UK EPSRC under grants EP/L01503X/1 (CDT in Pervasive Parallelism), and EP/P003915/1 (SUMMER).}

  \pagestyle{empty}

  \input{abstract}

  \keywords{Deep Learning; Compilers; Differential Testing; OpenCL}


  \lstset{language=[OpenCL]C}

  \input{sec/intro}
  \input{sec/deepsmith}
  \input{sec/eval}
  \input{sec/conclusion}

  \bibliographystyle{plain}
  \bibliography{refs}

\end{document}