From e86824f96086bbbf8a33d554b1809e7f3f540183 Mon Sep 17 00:00:00 2001
From: Vincent Dumoulin <vi.dumoulin@gmail.com>
Date: Thu, 25 Feb 2016 20:14:08 -0500
Subject: [PATCH] Add minimal technical report draft

---
 .gitignore            |  2 +-
 bibliography.bib      | 10 ++++++++++
 bin/generate_makefile | 17 +++++++++++++++--
 conv_arithmetic.tex   | 31 +++++++++++++++++++++++++++++++
 4 files changed, 57 insertions(+), 3 deletions(-)
 create mode 100644 bibliography.bib
 create mode 100644 conv_arithmetic.tex

diff --git a/.gitignore b/.gitignore
index 6f22b8f..8ed8bb8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,7 +17,7 @@ Makefile
 # these rules might exclude image files for figures etc.
 # *.ps
 # *.eps
-# *.pdf
+*.pdf
 
 ## Bibliography auxiliary files (bibtex/biblatex/biber):
 *.bbl
diff --git a/bibliography.bib b/bibliography.bib
new file mode 100644
index 0000000..ff12e84
--- /dev/null
+++ b/bibliography.bib
@@ -0,0 +1,10 @@
+@article{lecun1998gradient,
+  title={Gradient-based learning applied to document recognition},
+  author={LeCun, Yann and Bottou, L{\'e}on and Bengio, Yoshua and Haffner, Patrick},
+  journal={Proceedings of the IEEE},
+  volume={86},
+  number={11},
+  pages={2278--2324},
+  year={1998},
+  publisher={IEEE}
+}
diff --git a/bin/generate_makefile b/bin/generate_makefile
index 33cf0f5..b7829ec 100755
--- a/bin/generate_makefile
+++ b/bin/generate_makefile
@@ -41,6 +41,18 @@ def make_header():
             '.SECONDARY : \n')
 
 
+def make_report_section():
+    return ('conv_arithmetic.pdf : conv_arithmetic.tex\n'
+            '\tpdflatex conv_arithmetic\n'
+            '\tpdflatex conv_arithmetic\n'
+            '\tbibtex conv_arithmetic\n'
+            '\tpdflatex conv_arithmetic\n'
+            '\tpdflatex conv_arithmetic\n\n'
+            '.PHONY : clean\n'
+            'clean : \n'
+            '\trm -f conv_arithmetic.{aux,bbl,blg,log}\n')
+
+
 def make_gif_section():
     rules = []
     for name, config in iteritems(animations):
@@ -92,8 +104,9 @@ def make_pdf_section():
 
 def main():
     with open('Makefile', 'w') as makefile:
-        makefile.write('\n'.join([make_header(), make_gif_section(),
-                                  make_png_section(), make_pdf_section()]))
+        makefile.write('\n'.join([make_report_section(), make_header(),
+                                  make_gif_section(), make_png_section(),
+                                  make_pdf_section()]))
 
 
 if __name__ == "__main__":
diff --git a/conv_arithmetic.tex b/conv_arithmetic.tex
new file mode 100644
index 0000000..4b7f961
--- /dev/null
+++ b/conv_arithmetic.tex
@@ -0,0 +1,31 @@
+\documentclass{article}
+\usepackage{amsmath,amsfonts}
+\usepackage{authblk}
+\usepackage[T1]{fontenc}
+\usepackage{graphicx}
+\usepackage{hyperref}
+\usepackage[utf8]{inputenc}
+\usepackage{natbib}
+\usepackage{xcolor}
+
+\definecolor{red}{RGB}{220,50,47}
+
+\newcommand{\todo}[1]{\textcolor{red}{TODO: #1}}
+
+\title{A guide to convolution arithmetic for deep learning}
+\author[1]{Vincent Dumoulin\thanks{dumouliv@iro.umontreal.ca}}
+\author[1]{Francesco Visin\thanks{fvisin@gmail.com}}
+\affil[1]{MILA, Universit\'{e} de Montr\'{e}al}
+\date{\today}
+
+\begin{document}
+
+\maketitle
+
+\begin{abstract}
+\todo{WRITEME} \cite{lecun1998gradient}.
+\end{abstract}
+
+\bibliography{bibliography}
+\bibliographystyle{natbib}
+\end{document}