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| 1 | +\documentclass{beamer} |
| 2 | + |
| 3 | +% Theme choice |
| 4 | +\usetheme{Madrid} |
| 5 | + |
| 6 | +% Optional packages |
| 7 | +\usepackage{graphicx} % For including images |
| 8 | +\usepackage{amsmath} % For math symbols and formulas |
| 9 | +\usepackage{hyperref} % For hyperlinks |
| 10 | + |
| 11 | +\title[Deep Learning Tech Introduction]{Deep Learning Tech Introduction} |
| 12 | +\author{Nesterov Alexander, Obolenskiy Arseniy} |
| 13 | +\institute{ITLab} |
| 14 | + |
| 15 | +\date{\today} |
| 16 | + |
| 17 | +% Redefine the footline to display both the short title and the org name |
| 18 | +\setbeamertemplate{footline}{ |
| 19 | + \leavevmode% |
| 20 | + \hbox{% |
| 21 | + \begin{beamercolorbox}[wd=.45\paperwidth,ht=2.5ex,dp=1ex,leftskip=1em,center]{author in head/foot}% |
| 22 | + \usebeamerfont{author in head/foot}\insertshortinstitute % Displays the university name |
| 23 | + \end{beamercolorbox}% |
| 24 | + \begin{beamercolorbox}[wd=.45\paperwidth,ht=2.5ex,dp=1ex,leftskip=1em,center]{author in head/foot}% |
| 25 | + \usebeamerfont{author in head/foot}\insertshorttitle % Displays the short title |
| 26 | + \end{beamercolorbox}% |
| 27 | + \begin{beamercolorbox}[wd=.1\paperwidth,ht=2.5ex,dp=1ex,rightskip=1em,center]{author in head/foot}% |
| 28 | + \usebeamerfont{author in head/foot}\insertframenumber{} / \inserttotalframenumber |
| 29 | + \end{beamercolorbox}}% |
| 30 | + \vskip0pt% |
| 31 | +} |
| 32 | + |
| 33 | +\begin{document} |
| 34 | + |
| 35 | +\begin{frame} |
| 36 | + \titlepage |
| 37 | +\end{frame} |
| 38 | + |
| 39 | +\begin{frame}{Contents} |
| 40 | + \tableofcontents |
| 41 | +\end{frame} |
| 42 | + |
| 43 | +\section{ARM Compute Library} |
| 44 | +\begin{frame}{ARM Compute Library} |
| 45 | + \begin{figure}[h] |
| 46 | + \includegraphics[width=0.8\textwidth]{images/acl.png} |
| 47 | + \end{figure} |
| 48 | + \footnotesize Source: \href{https://github.com/ARM-software/ComputeLibrary}{https://github.com/ARM-software/ComputeLibrary} |
| 49 | +\end{frame} |
| 50 | + |
| 51 | +\begin{frame}{Supported Architectures/Technologies} |
| 52 | + \begin{figure}[h] |
| 53 | + \includegraphics[width=1\textwidth]{images/arch.png} |
| 54 | + \end{figure} |
| 55 | + \footnotesize Source: \href{https://github.com/ARM-software/ComputeLibrary}{https://github.com/ARM-software/ComputeLibrary} |
| 56 | +\end{frame} |
| 57 | + |
| 58 | +\begin{frame}{Supported Systems} |
| 59 | + \begin{figure}[h] |
| 60 | + \includegraphics[width=1\textwidth]{images/os.png} |
| 61 | + \end{figure} |
| 62 | + \footnotesize Source: \href{https://github.com/ARM-software/ComputeLibrary}{https://github.com/ARM-software/ComputeLibrary} |
| 63 | +\end{frame} |
| 64 | + |
| 65 | +\section{Build ACL} |
| 66 | +\begin{frame}{Build ACL} |
| 67 | + \begin{figure}[h] |
| 68 | + \includegraphics[width=1\textwidth]{images/build_macos.png} |
| 69 | + \end{figure} |
| 70 | + \begin{figure}[h] |
| 71 | + \includegraphics[width=1\textwidth]{images/exmpl.png} |
| 72 | + \end{figure} |
| 73 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/how_to_build.xhtml}{https://artificial-intelligence.sites.arm.com/computelibrary/latest/how\_to\_build.xhtml} |
| 74 | +\end{frame} |
| 75 | + |
| 76 | +\section{Return to examples} |
| 77 | +\begin{frame}{Return to examples} |
| 78 | + \begin{figure}[h] |
| 79 | + \includegraphics[width=0.4\textwidth]{images/small_ir.png} |
| 80 | + \end{figure} |
| 81 | + \footnotesize Source: \href{https://docs.openvino.ai/}{docs.openvino.ai} |
| 82 | +\end{frame} |
| 83 | + |
| 84 | +\section{ACL operators} |
| 85 | +\begin{frame}{ACL operators} |
| 86 | + \begin{figure}[h] |
| 87 | + \includegraphics[width=1\textwidth]{images/operators.png} |
| 88 | + \end{figure} |
| 89 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/operators_list.xhtml}{https://artificial-intelligence.sites.arm.com/computelibrary/latest/operators\_list.xhtml} |
| 90 | +\end{frame} |
| 91 | + |
| 92 | +\section{ACL activation operator} |
| 93 | +\begin{frame}{ACL activation operator} |
| 94 | + \begin{figure}[h] |
| 95 | + \includegraphics[width=1\textwidth]{images/activation.png} |
| 96 | + \end{figure} |
| 97 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/operators_list.xhtml}{https://artificial-intelligence.sites.arm.com/computelibrary/latest/operators\_list.xhtml} |
| 98 | +\end{frame} |
| 99 | + |
| 100 | +\section{Validate activation operator} |
| 101 | +\begin{frame}{Validate activation operator} |
| 102 | + \begin{figure}[h] |
| 103 | + \includegraphics[width=1\textwidth]{images/validate.png} |
| 104 | + \end{figure} |
| 105 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/classarm__compute_1_1_n_e_activation_layer.xhtml}{Description of activation operator} |
| 106 | +\end{frame} |
| 107 | + |
| 108 | +\section{TensorInfo for operators} |
| 109 | +\begin{frame}{TensorInfo for operators} |
| 110 | + \begin{figure}[h] |
| 111 | + \includegraphics[width=1\textwidth]{images/tensorinfo.png} |
| 112 | + \end{figure} |
| 113 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/classarm__compute_1_1_tensor_info.xhtml}{Description of TensorInfo} |
| 114 | +\end{frame} |
| 115 | + |
| 116 | +\section{Configure activation operator} |
| 117 | +\begin{frame}{Configure activation operator} |
| 118 | + \begin{figure}[h] |
| 119 | + \includegraphics[width=1\textwidth]{images/config.png} |
| 120 | + \end{figure} |
| 121 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/classarm__compute_1_1_n_e_activation_layer.xhtml}{Description of activation operator} |
| 122 | +\end{frame} |
| 123 | + |
| 124 | +\section{Tensor for operators} |
| 125 | +\begin{frame}{Tensor for operators} |
| 126 | + \begin{figure}[h] |
| 127 | + \includegraphics[width=0.8\textwidth]{images/tensor.png} |
| 128 | + \end{figure} |
| 129 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/classarm__compute_1_1_tensor.xhtml}{Description of Tensor} |
| 130 | +\end{frame} |
| 131 | + |
| 132 | +\section{Run activation operator} |
| 133 | +\begin{frame}{Run activation operator} |
| 134 | + \begin{figure}[h] |
| 135 | + \includegraphics[width=0.7\textwidth]{images/run.png} |
| 136 | + \end{figure} |
| 137 | + \footnotesize Source: \href{https://artificial-intelligence.sites.arm.com/computelibrary/latest/classarm__compute_1_1_n_e_activation_layer.xhtml}{Description of activation operator} |
| 138 | +\end{frame} |
| 139 | + |
| 140 | +\section{Get ONNX model} |
| 141 | +\begin{frame}{Configure activation operator} |
| 142 | + \begin{figure}[h] |
| 143 | + \includegraphics[width=1\textwidth]{images/ultralytics.png} |
| 144 | + \end{figure} |
| 145 | + \footnotesize Source: \href{https://docs.ultralytics.com/integrations/onnx/}{https://docs.ultralytics.com/integrations/onnx/} |
| 146 | +\end{frame} |
| 147 | + |
| 148 | +\end{document} |
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