Compare commits
8 Commits
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56a258405a | ||
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491f38f511 | ||
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62139c1ad3 | ||
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178f6350cd | ||
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2ab50924fe | ||
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c0c45dda00 | ||
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5f7b151809 |
310
logo.svg
Normal file
310
logo.svg
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After Width: | Height: | Size: 23 KiB |
1
main.tex
1
main.tex
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\pagestyle{empty}
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\setlength{\parindent}{0pt}
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\begin{document}
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\begin{flushright}
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{\color{cardDark}\Large\textbf{Filip Priečinský}} \\
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59
prezentacia/1.tex
Normal file
59
prezentacia/1.tex
Normal file
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\begin{frame}{Schéma NN}
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% Input layer
|
||||
\node[circle, draw=blue!60, fill=blue!20, minimum size=0.8cm, inner sep=0pt, text width=1.2em, align=center, font=\tiny] (I-1) at (0,1) {$V_{\text{out}}$};
|
||||
\node[circle, draw=blue!60, fill=blue!20, minimum size=0.8cm, inner sep=0pt, text width=1.2em, align=center, font=\tiny] (I-2) at (0,0) {$I_L$};
|
||||
\node[circle, draw=blue!60, fill=blue!20, minimum size=0.8cm, inner sep=0pt, text width=1.2em, align=center, font=\scriptsize] (I-3) at (0,-1) {$e$};
|
||||
|
||||
% Hidden layers (unchanged, no labels)
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H1-1) at (2,1) {};
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H1-2) at (2,0.3) {};
|
||||
\node at (2,-0.5) {$\vdots$};
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H1-3) at (2,-1.3) {};
|
||||
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H2-1) at (4,1) {};
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H2-2) at (4,0.3) {};
|
||||
\node at (4,-0.5) {$\vdots$};
|
||||
\node[circle, draw=purple!60, fill=purple!20, minimum size=0.8cm] (H2-3) at (4,-1.3) {};
|
||||
|
||||
% Output layer
|
||||
\node[circle, draw=green!60, fill=green!20, minimum size=0.8cm, inner sep=0pt, text width=1.2em, align=center, font=\tiny] (O-1) at (6,0) {$D$};
|
||||
|
||||
% Connections
|
||||
\foreach \i in {1,2,3} {
|
||||
\draw[->, gray] (I-\i) -- (H1-1) node[midway, above, sloped, font=\tiny] {\ifnum\i=1 $w_{1,1}$\fi};
|
||||
\draw[->, gray] (I-\i) -- (H1-2);
|
||||
\draw[->, gray] (I-\i) -- (H1-3);
|
||||
}
|
||||
\foreach \i in {1,2,3} {
|
||||
\foreach \j in {1,2,3} {
|
||||
\draw[->, gray] (H1-\i) -- (H2-\j);
|
||||
}
|
||||
}
|
||||
\foreach \i in {1,2,3} {
|
||||
\draw[->, gray] (H2-\i) -- (O-1);
|
||||
}
|
||||
\end{scope}
|
||||
\end{tikzpicture}
|
||||
\caption{Neurónová sieť o 3 vstupoch, dvoch skrytých vrstvách a jednej výstupnej vrstve}
|
||||
%\label{fig:nn_graph}
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
161
prezentacia/2.tex
Normal file
161
prezentacia/2.tex
Normal file
@@ -0,0 +1,161 @@
|
||||
\begin{frame}{Čo je neurónová sieť?}
|
||||
\begin{itemize}
|
||||
\item Matematický model inšpirovaný ľudským mozgom
|
||||
\item Skladá sa z neurónov usporiadaných do vrstiev
|
||||
\item Vstupná vrstva $\rightarrow$ skryté vrstvy $\rightarrow$ výstupná vrstva
|
||||
\item Každé spojenie má váhu $w$ --- sieť sa učí úpravou týchto váh
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\input{1.tex}
|
||||
|
||||
\begin{frame}{Ako sa sieť učí?}
|
||||
\begin{enumerate}
|
||||
\item \textbf{Forward pass} --- dáta prechádzajú sieťou, dostaneme predikciu
|
||||
\item \textbf{Loss} --- zmeriame, ako veľmi sa sieť mýli
|
||||
\item \textbf{Backpropagation} --- spočítame gradienty (derivácie chyby podľa váh)
|
||||
\item \textbf{SGD update} --- upravíme váhy v smere najväčšieho poklesu chyby:
|
||||
\end{enumerate}
|
||||
\vspace{0.5em}
|
||||
\begin{equation}
|
||||
w \leftarrow w - \eta \cdot \frac{\partial L}{\partial w}
|
||||
\end{equation}
|
||||
\begin{center}
|
||||
kde $\eta$ je \textit{learning rate}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}{Aktivačné funkcie}
|
||||
Bez aktivačných funkcií by bola celá sieť len lineárna transformácia.
|
||||
|
||||
\vspace{0.5em}
|
||||
\textbf{ReLU} --- najpoužívanejšia funkcia:
|
||||
\begin{equation}
|
||||
\texttt{ReLU}(x) = \max(0, x)
|
||||
\end{equation}
|
||||
|
||||
\textbf{Softmax} --- na výstupe pre klasifikáciu:
|
||||
\begin{equation}
|
||||
\texttt{softmax}(x_i) = \frac{e^{x_i}}{\sum_j e^{x_j}}
|
||||
\end{equation}
|
||||
Výstupom je pravdepodobnostné rozdelenie cez triedy.
|
||||
\end{frame}
|
||||
|
||||
{
|
||||
\usebackgroundtemplate{
|
||||
\vbox to \paperheight{
|
||||
\vfill
|
||||
\hbox to \paperwidth{
|
||||
\hfill
|
||||
\includegraphics[height=0.35\paperheight]{obrazky/burn_logo.png}
|
||||
}
|
||||
\vspace{1.8cm}
|
||||
}
|
||||
}
|
||||
|
||||
\begin{frame}{Burn framework}
|
||||
\begin{itemize}
|
||||
\item Deep learning framework napísaný v Ruste
|
||||
\item Cieľ: byť pre Rust tým, čím je PyTorch pre Python
|
||||
\item Kľúčové vlastnosti:
|
||||
\begin{itemize}
|
||||
\item Backend-agnostický dizajn
|
||||
\item Typová bezpečnosť v compile-time
|
||||
\item Automatická diferenciácia (autodiff)
|
||||
\item Podpora pre CPU, CUDA, WebGPU, \dots
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
}
|
||||
|
||||
\begin{frame}{Burn --- Backend systém}
|
||||
Burn oddeľuje logiku modelu od hardvéru:
|
||||
|
||||
\vspace{0.5em}
|
||||
\begin{center}
|
||||
\texttt{Tensor<B, 2>} --- \texttt{B} je generický backend
|
||||
\end{center}
|
||||
|
||||
\vspace{0.5em}
|
||||
\begin{itemize}
|
||||
\item \texttt{NdArray} --- Rust, CPU, žiadne závislosti
|
||||
\item \texttt{Wgpu} --- GPU cez WebGPU (cross-platform)
|
||||
\item \texttt{LibTorch} --- wrapper nad C++ LibTorch (CUDA)
|
||||
\item \texttt{Candle} --- Hugging Face backend
|
||||
\end{itemize}
|
||||
|
||||
\vspace{0.5em}
|
||||
Ten istý kód beží na CPU aj GPU --- stačí zmeniť typ.
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[fragile]{Backend sa mení jedným riadkom}
|
||||
\begin{lstlisting}[language=Rust, style=colouredRust]
|
||||
// CPU, Rust, žiadne závislosti
|
||||
type B = NdArray;
|
||||
|
||||
// GPU cez WebGPU, cross-platform
|
||||
type B = Wgpu;
|
||||
|
||||
// NVIDIA GPU cez LibTorch
|
||||
type B = LibTorch;
|
||||
\end{lstlisting}
|
||||
\vspace{0.5em}
|
||||
Zvyšok kódu sa nemení --- model, tréning, inferencia,
|
||||
všetko zostáva rovnaké.
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}{Ako Burn pristupuje k tenzorom}
|
||||
Tenzor v Burn nesie informáciu o type počas kompilácie:
|
||||
\vspace{0.5em}
|
||||
\begin{itemize}
|
||||
\item \texttt{Tensor<B, 1>} --- vektor
|
||||
\item \texttt{Tensor<B, 2>} --- matica
|
||||
\item \texttt{Tensor<B, 3>} --- 3D tenzor (napr. batch obrázkov)
|
||||
\end{itemize}
|
||||
\vspace{0.5em}
|
||||
Ak sa pokúsite násobiť maticu s vektorom nesprávnych rozmerov,
|
||||
kompilátor to zastaví ešte pred spustením.
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[fragile]{Ako vyzerá model v Burn-e}
|
||||
\begin{lstlisting}[language=Rust, style=colouredRust]
|
||||
#[derive(Module)]
|
||||
pub struct MnistModel<B: Backend> {
|
||||
linear1: Linear<B>,
|
||||
linear2: Linear<B>,
|
||||
activation: Relu,
|
||||
}
|
||||
\end{lstlisting}
|
||||
\vspace{0.5em}
|
||||
Derive makro \texttt{Module} automaticky vygeneruje:
|
||||
\begin{itemize}
|
||||
\item Zber všetkých parametrov na tréning
|
||||
\item Serializáciu a deserializáciu modelu
|
||||
\item Presun medzi zariadeniami (CPU $\leftrightarrow$ GPU)
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[fragile]{Forward pass}
|
||||
\begin{lstlisting}[language=Rust, style=colouredRust]
|
||||
fn forward(&self, x: Tensor<B, 2>) -> Tensor<B, 2> {
|
||||
let x = self.linear1.forward(x);
|
||||
let x = self.activation.forward(x);
|
||||
self.linear2.forward(x)
|
||||
}
|
||||
\end{lstlisting}
|
||||
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}{Ako funguje autodiff v Burn-e}
|
||||
Burn zabalí ľubovoľný backend do autodiff vrstvy:
|
||||
\vspace{0.5em}
|
||||
\begin{enumerate}
|
||||
\item Počas forward passu sa buduje výpočtový graf
|
||||
\item Každá operácia si pamätá, odkiaľ prišli dáta
|
||||
\item \texttt{loss.backward()} prejde graf nazad.
|
||||
\item Výsledok: gradient pre každý parameter
|
||||
\end{enumerate}
|
||||
\vspace{0.5em}
|
||||
Typ rozlišuje fázy --- \texttt{Autodiff<Wgpu>} na tréning a \texttt{Wgpu} na inferenciu.
|
||||
\end{frame}
|
||||
|
||||
232
prezentacia/beamerthemefibeamer.sty
Normal file
232
prezentacia/beamerthemefibeamer.sty
Normal file
@@ -0,0 +1,232 @@
|
||||
|
||||
%% This is file `beamerthemefibeamer.sty',
|
||||
%% generated with the docstrip utility.
|
||||
%%
|
||||
%% The original source files were:
|
||||
%%
|
||||
%% fibeamer.dtx (with options: `class')
|
||||
%%
|
||||
%% Copyright 2016-2020 Vít Novotný <witiko@mail.muni.cz>
|
||||
%% Faculty of Informatics, Masaryk University (Brno, Czech Republic)
|
||||
%%
|
||||
%% This work is based on the (Unofficial) University of Manchester
|
||||
%% Beamer Theme by Andrew Mundy <andrew.mundy@cs.man.ac.uk>.
|
||||
%%
|
||||
%% This work may be distributed and/or modified under the
|
||||
%% conditions of the LaTeX Project Public License, either version
|
||||
%% 1.3 of this license or (at your option) any later version.
|
||||
%% The latest version of this license is available at
|
||||
%%
|
||||
%% http://www.latex-project.org/lppl.txt
|
||||
%%
|
||||
%% and version 1.3 or later is part of all distributions of LaTeX
|
||||
%% version 2005/12/01 or later.
|
||||
%%
|
||||
%% This work has the LPPL maintenance status `maintained'.
|
||||
%%
|
||||
%% The Current Maintainer of this work is Vít Novotný (VN).
|
||||
%% Send bug reports, requests for additions and questions
|
||||
%% either to the fithesis discussion forum at
|
||||
%%
|
||||
%% http://is.muni.cz/auth/df/fithesis-sazba/
|
||||
%%
|
||||
%% or to the e-mail address <witiko@mail.muni.cz>.
|
||||
%%
|
||||
%%
|
||||
%% MODIFICATION ADVICE:
|
||||
%%
|
||||
%% If you want to customize this file, it is best to make a copy of
|
||||
%% the source file(s) from which it was produced. Use a different
|
||||
%% name for your copy(ies) and modify the copy(ies); this will ensure
|
||||
%% that your modifications do not get overwritten when you install a
|
||||
%% new release of the standard system. You should also ensure that
|
||||
%% your modified source file does not generate any modified file with
|
||||
%% the same name as a standard file.
|
||||
%%
|
||||
%% You will also need to produce your own, suitably named, .ins file to
|
||||
%% control the generation of files from your source file; this file
|
||||
%% should contain your own preambles for the files it generates, not
|
||||
%% those in the standard .ins files.
|
||||
%%
|
||||
%% The names of the source files used are shown above.
|
||||
%%
|
||||
\NeedsTeXFormat{LaTeX2e}
|
||||
{\def\fibeamer@versiondef#1#2{
|
||||
\gdef\fibeamer@version@number{#1}
|
||||
\gdef\fibeamer@version@date{#2}
|
||||
\gdef\fibeamer@version{#2 #1 fibeamer MU beamer theme}}
|
||||
\fibeamer@versiondef{v1.1.8}{2019/12/16}}
|
||||
\hypersetup{%
|
||||
pdfcreator=\fibeamer@version,
|
||||
pdfencoding=auto}
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\ProvidesPackage{fibeamer/beamerthemefibeamer}[\fibeamer@version]
|
||||
\newif\iffibeamer@fonts
|
||||
\DeclareOptionBeamer{fonts}{\fibeamer@fontstrue}
|
||||
\ExecuteOptionsBeamer{fonts}
|
||||
\DeclareOptionBeamer{nofonts}{\fibeamer@fontsfalse}
|
||||
\newif\iffibeamer@microtype
|
||||
\DeclareOptionBeamer{microtype}{\fibeamer@microtypetrue}
|
||||
\ExecuteOptionsBeamer{microtype}
|
||||
\DeclareOptionBeamer{nomicrotype}{\fibeamer@microtypefalse}
|
||||
\DeclareOptionBeamer{university}{\def\fibeamer@university{#1}}
|
||||
\ExecuteOptionsBeamer{university=zut}
|
||||
\DeclareOptionBeamer{faculty}{\def\fibeamer@faculty{#1}}
|
||||
\ExecuteOptionsBeamer{faculty=wi}
|
||||
\def\fibeamer@locale{%
|
||||
% Babel / polyglossia detection
|
||||
\ifx\languagename\undefined%
|
||||
english\else\languagename\fi}
|
||||
\DeclareOptionBeamer{locale}{%
|
||||
\def\fibeamer@locale{#1}}
|
||||
\def\fibeamer@logoLocale{\fibeamer@locale}
|
||||
\DeclareOptionBeamer{logoLocale}{%
|
||||
\def\fibeamer@logoLocale{#1}}
|
||||
\DeclareOptionBeamer{basePath}{%
|
||||
\ifx\fibeamer@empty#1\fibeamer@empty%
|
||||
\def\fibeamer@basePath{}%
|
||||
\else%
|
||||
\def\fibeamer@basePath{#1/}%
|
||||
\fi}
|
||||
\ExecuteOptionsBeamer{basePath=fibeamer}
|
||||
\def\fibeamer@subdir#1#2#3#4\empty{%
|
||||
\ifx#1\empty% <empty> -> <basePath>
|
||||
\fibeamer@basePath
|
||||
\else
|
||||
\if#1/%
|
||||
\ifx#2\empty% / -> /
|
||||
/%
|
||||
\else% /<path> -> /<path>/
|
||||
#1#2#3#4/%
|
||||
\fi
|
||||
\else
|
||||
\if#1.%
|
||||
\ifx#2\empty% . -> ./
|
||||
./%
|
||||
\else
|
||||
\if#2.%
|
||||
\ifx#3\empty% .. -> ../
|
||||
../%
|
||||
\else
|
||||
\if#3/% ../<path> -> ../<path>/
|
||||
../#4/%
|
||||
\else
|
||||
\fibeamer@basePath#1#2#3#4/%
|
||||
\fi
|
||||
\fi
|
||||
\else
|
||||
\if#2/% ./<path> -> ./<path>/
|
||||
./#3#4/%
|
||||
\else
|
||||
\fibeamer@basePath#1#2#3#4/%
|
||||
\fi
|
||||
\fi
|
||||
\fi
|
||||
\else
|
||||
\fibeamer@basePath#1#2#3#4/%
|
||||
\fi
|
||||
\fi
|
||||
\fi}
|
||||
\DeclareOptionBeamer{themePath}{%
|
||||
\def\fibeamer@themePath{\fibeamer@subdir#1%
|
||||
\empty\empty\empty\empty}}
|
||||
\ExecuteOptionsBeamer{themePath=theme}
|
||||
\DeclareOptionBeamer{logoPath}{%
|
||||
\def\fibeamer@logoPath{\fibeamer@subdir#1%
|
||||
\empty\empty\empty\empty}}
|
||||
\ExecuteOptionsBeamer{logoPath=logo/\fibeamer@university}
|
||||
\DeclareOptionBeamer{logo}{\def\fibeamer@logo{#1}}
|
||||
\ExecuteOptionsBeamer{%
|
||||
logo=\fibeamer@logoPath fibeamer-\fibeamer@university-%
|
||||
\fibeamer@faculty-\fibeamer@logoLocale}
|
||||
\DeclareOptionBeamer{fallbackLogo}{\def\fibeamer@fallbackLogo{#1}}
|
||||
\ExecuteOptionsBeamer{%
|
||||
fallbackLogo=\fibeamer@logoPath fibeamer-\fibeamer@university-%
|
||||
\fibeamer@faculty-english}
|
||||
\def\fibeamer@require#1{\IfFileExists{#1.sty}{%
|
||||
\@ifpackageloaded{#1}{}{\RequirePackage{#1}}}{}}
|
||||
\def\fibeamer@requireTheme#1{%
|
||||
\fibeamer@require{\fibeamer@themePath beamer#1themefibeamer}
|
||||
\fibeamer@require{\fibeamer@themePath\fibeamer@university%
|
||||
/beamer#1themefibeamer-\fibeamer@university}
|
||||
\fibeamer@require{\fibeamer@themePath\fibeamer@university%
|
||||
/beamer#1themefibeamer-\fibeamer@university-\fibeamer@faculty}}
|
||||
\fibeamer@require{etoolbox}
|
||||
\newcommand\fibeamer@includeLogo[1][]{{
|
||||
% See <http://tex.stackexchange.com/a/39987/70941>.
|
||||
\patchcmd{\Gin@ii}% Make `\includegraphics` use `@fallbackLogo`.
|
||||
{\begingroup}% <search>
|
||||
{\begingroup\renewcommand{\@latex@error}[2]{%
|
||||
\includegraphics[#1]\fibeamer@fallbackLogo}}% <replace>
|
||||
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|
||||
{}% <failure>
|
||||
\includegraphics[#1]\fibeamer@logo}}
|
||||
\def\fibeamer@patch#1#2{%
|
||||
\def\fibeamer@patch@versions{#1}%
|
||||
\def\fibeamer@patch@action{#2}%
|
||||
\def\fibeamer@patch@next##1,{%
|
||||
\def\fibeamer@patch@arg{##1}%
|
||||
\def\fibeamer@patch@relax{\relax}%
|
||||
\ifx\fibeamer@patch@arg\fibeamer@version@number
|
||||
\def\fibeamer@patch@next####1\relax,{}%
|
||||
\expandafter\fibeamer@patch@action
|
||||
\expandafter\fibeamer@patch@next
|
||||
\else\ifx\fibeamer@patch@arg\fibeamer@patch@relax\else
|
||||
\expandafter\expandafter\expandafter\fibeamer@patch@next
|
||||
\fi\fi}%
|
||||
\expandafter\expandafter\expandafter\fibeamer@patch@next
|
||||
\expandafter\fibeamer@patch@versions\expandafter,\relax,}
|
||||
\ProcessOptionsBeamer
|
||||
% Set up the microtypographic extensions
|
||||
\iffibeamer@microtype
|
||||
\RequirePackage{microtype}
|
||||
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|
||||
\mode<presentation>
|
||||
% Set up the fonts
|
||||
\iffibeamer@fonts
|
||||
\RequirePackage{ifthen}
|
||||
\RequirePackage{ifxetex}
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||||
\RequirePackage{ifluatex}
|
||||
\RequirePackage{lmodern}
|
||||
\RequirePackage[sfdefault,lf]{carlito}
|
||||
\renewcommand*\oldstylenums[1]{{\carlitoOsF #1}}
|
||||
|
||||
%% Load arev with scaling factor of .85
|
||||
%% See <http://tex.stackexchange.com/a/181240/70941>
|
||||
\DeclareFontFamily{OML}{zavm}{\skewchar\font=127 }
|
||||
\DeclareFontShape{OML}{zavm}{m}{it}{<-> s*[.85] zavmri7m}{}
|
||||
\DeclareFontShape{OML}{zavm}{b}{it}{<-> s*[.85] zavmbi7m}{}
|
||||
\DeclareFontShape{OML}{zavm}{m}{sl}{<->ssub * zavm/m/it}{}
|
||||
\DeclareFontShape{OML}{zavm}{bx}{it}{<->ssub * zavm/b/it}{}
|
||||
\DeclareFontShape{OML}{zavm}{b}{sl}{<->ssub * zavm/b/it}{}
|
||||
\DeclareFontShape{OML}{zavm}{bx}{sl}{<->ssub * zavm/b/sl}{}
|
||||
|
||||
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||||
\SetSymbolFont{operators} {normal}{OT1}{zavm}{m}{n}
|
||||
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|
||||
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|
||||
\SetSymbolFont{largesymbols}{normal}{OMX}{iwona}{m}{n}}
|
||||
\RequirePackage[sans]{dsfont}
|
||||
|
||||
\ifthenelse{\boolean{xetex}\OR\boolean{luatex}}{
|
||||
\RequirePackage{fontspec}
|
||||
\setmonofont[Scale=0.85]{DejaVu Sans Mono}
|
||||
}{
|
||||
\RequirePackage[scaled=0.85]{DejaVuSansMono}
|
||||
\RequirePackage[resetfonts]{cmap}
|
||||
\RequirePackage[T1]{fontenc}
|
||||
}
|
||||
\RequirePackage{setspace}
|
||||
\setstretch{1.15}
|
||||
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|
||||
\mode
|
||||
<all>
|
||||
\fibeamer@requireTheme{color}
|
||||
\fibeamer@requireTheme{font}
|
||||
\fibeamer@requireTheme{inner}
|
||||
\fibeamer@requireTheme{outer}
|
||||
|
||||
\endinput
|
||||
%%
|
||||
%% End of file `beamerthemefibeamer.sty'.
|
||||
75
prezentacia/listings-rust.sty
Normal file
75
prezentacia/listings-rust.sty
Normal file
File diff suppressed because one or more lines are too long
147
prezentacia/main.tex
Normal file
147
prezentacia/main.tex
Normal file
@@ -0,0 +1,147 @@
|
||||
\documentclass{beamer}
|
||||
\usetheme[faculty=wi]{fibeamer}
|
||||
\usepackage[utf8]{inputenc}
|
||||
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|
||||
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|
||||
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|
||||
|
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
\definecolor{White}{RGB}{245,255,235}
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|
||||
|
||||
\usepackage{appendixnumberbeamer}
|
||||
\setbeamercolor{title separator}{fg=white} %This is the line colour in the title slide
|
||||
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||||
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|
||||
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|
||||
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|
||||
|
||||
\setbeamercolor{palette primary}{bg=beige, fg=black} %These are the colours of the background. Being this the main combination and so one.
|
||||
%\setbeamercolor{palette secondary}{bg=DARK, fg=CPBlue}
|
||||
\setbeamercolor{palette tertiary}{bg=white, fg=CPBlue}
|
||||
%\setbeamercolor{section in toc}{fg=Black} %Color of the text in the table of contents (toc)
|
||||
|
||||
\usepackage{siunitx}
|
||||
\usepackage{indentfirst}
|
||||
\usepackage{multirow}
|
||||
%\usepackage[table,xcdraw]{xcolor}
|
||||
\usepackage{graphicx}
|
||||
\usepackage{svg}
|
||||
\usepackage[european]{circuitikz}
|
||||
\usepackage{gensymb}
|
||||
\usepackage{textgreek}
|
||||
\usepackage{textcomp}
|
||||
\usepackage{siunitx}
|
||||
\AtBeginDocument{\RenewCommandCopy\qty\SI}
|
||||
\usepackage{amsmath,amssymb}
|
||||
\usepackage{slashed}
|
||||
\usepackage{cite}
|
||||
\usepackage{relsize}
|
||||
\usepackage{caption}
|
||||
\usepackage{subcaption}
|
||||
\usepackage{multicol}
|
||||
\usepackage{booktabs}
|
||||
\usepackage{physics}
|
||||
\usepackage[scale=2]{ccicons}
|
||||
%\usepackage{pgfplots}
|
||||
%\usepgfplotslibrary{dateplot}
|
||||
\usepackage{geometry}
|
||||
\usepackage{xspace}
|
||||
%\newcommand{\themename}{\textbf{\textsc{bluetemp}\xspace}}%metropolis}}\xspace}
|
||||
\usepackage{ragged2e} % `\justifying` text
|
||||
\usepackage{booktabs}
|
||||
\usepackage{tabularx}
|
||||
\usepackage{tikz}
|
||||
\usetikzlibrary{calc, shapes, backgrounds}
|
||||
\usepackage{amsmath, amssymb}
|
||||
\usepackage{url}
|
||||
\usepackage{listings, listings-rust}
|
||||
\usepackage{eurosym}
|
||||
\usepackage{adjustbox}
|
||||
\usepackage[absolute,overlay]{textpos}
|
||||
\usetikzlibrary{arrows.meta, calc, shapes.geometric, positioning, fit, backgrounds}
|
||||
\usepackage{amsmath}
|
||||
|
||||
% Custom style definitions
|
||||
\usepackage{float}
|
||||
\usepackage{tabu}
|
||||
\usepackage{caption}
|
||||
\newfloat{graph}{htbp}{grp}
|
||||
\floatname{graph}{Graf}
|
||||
\newfloat{tabulka}{htbp}{tbl}
|
||||
\floatname{tabulka}{Tabulka}
|
||||
\frenchspacing
|
||||
|
||||
\DeclareCaptionLabelFormat{graph}{Graf #2}
|
||||
\captionsetup[graph]{labelformat=graph}
|
||||
|
||||
|
||||
\setbeamercolor{background canvas}{bg=white}
|
||||
\setbeamerfont{title}{size=\huge}
|
||||
\date{}
|
||||
\setbeamertemplate{title separator}{}
|
||||
|
||||
\setbeamertemplate{/foot}[totalframenumber]
|
||||
\setbeamercolor{/foot}{fg=white}
|
||||
\setbeamertemplate{footline}{
|
||||
\leavevmode
|
||||
\hbox{
|
||||
\colorbox{fri}{
|
||||
\begin{beamercolorbox}[wd=0.5\paperwidth,ht=1cm,left]{foot}
|
||||
\hspace{1cm}
|
||||
\vspace{0.4cm}
|
||||
\usebeamerfont{/foot}\footnotesize\color{black}\insertframenumber
|
||||
\end{beamercolorbox}
|
||||
|
||||
\begin{beamercolorbox}[wd=0.5\paperwidth,ht=1cm,right]{foot}
|
||||
\vspace{0.15cm}
|
||||
\includesvg[height=0.7cm]{obrazky/logo.svg}\hspace{1.7cm}
|
||||
\end{beamercolorbox}
|
||||
}
|
||||
}
|
||||
\vskip0pt
|
||||
}
|
||||
\usepackage{pdfpages}
|
||||
\begin{document}
|
||||
|
||||
\input{titulka}
|
||||
\input{2.tex}
|
||||
|
||||
%\hspace{5cm}
|
||||
%\vspace{8cm}test znova
|
||||
|
||||
\setbeamercolor{background canvas}{bg=white}
|
||||
\transdissolve
|
||||
\begin{frame}[label=zdroje]{Zdroje}
|
||||
\begin{thebibliography}{9}
|
||||
\bibitem{burn2024}
|
||||
\color{black}
|
||||
Nathaniel Simard a kol.
|
||||
\textit{Burn --- A Comprehensive Dynamic Deep Learning Framework Built Using Rust.}
|
||||
GitHub, 2024.
|
||||
\url{https://burn.dev}
|
||||
|
||||
\bibitem{burnbook}
|
||||
\color{black}
|
||||
Burn Contributors.
|
||||
\textit{The Burn Book --- Official Documentation and Guide.}
|
||||
2024.
|
||||
\url{https://burn.dev/book}
|
||||
|
||||
\end{thebibliography}
|
||||
\end{frame}
|
||||
|
||||
\end{document}
|
||||
@@ -0,0 +1,7 @@
|
||||
\begin{MintedVerbatim}[commandchars=\\\{\}]
|
||||
\PYG{k}{fn}\PYG{+w}{ }\PYG{n+nf}{forward}\PYG{p}{(}\PYG{o}{\PYGZam{}}\PYG{n+nb+bp}{self}\PYG{p}{,}\PYG{+w}{ }\PYG{n}{x}\PYG{p}{:}\PYG{+w}{ }\PYG{n+nc}{Tensor}\PYG{o}{\PYGZlt{}}\PYG{n}{B}\PYG{p}{,}\PYG{+w}{ }\PYG{l+m+mi}{2}\PYG{o}{\PYGZgt{}}\PYG{p}{)}\PYG{+w}{ }\PYG{p}{\PYGZhy{}\PYGZgt{}}\PYG{+w}{ }\PYG{n+nc}{Tensor}\PYG{o}{\PYGZlt{}}\PYG{n}{B}\PYG{p}{,}\PYG{+w}{ }\PYG{l+m+mi}{2}\PYG{o}{\PYGZgt{}}\PYG{+w}{ }\PYG{p}{\PYGZob{}}
|
||||
\PYG{+w}{ }\PYG{k+kd}{let}\PYG{+w}{ }\PYG{n}{x}\PYG{+w}{ }\PYG{o}{=}\PYG{+w}{ }\PYG{n+nb+bp}{self}\PYG{p}{.}\PYG{n}{linear1}\PYG{p}{.}\PYG{n}{forward}\PYG{p}{(}\PYG{n}{x}\PYG{p}{);}
|
||||
\PYG{+w}{ }\PYG{k+kd}{let}\PYG{+w}{ }\PYG{n}{x}\PYG{+w}{ }\PYG{o}{=}\PYG{+w}{ }\PYG{n+nb+bp}{self}\PYG{p}{.}\PYG{n}{activation}\PYG{p}{.}\PYG{n}{forward}\PYG{p}{(}\PYG{n}{x}\PYG{p}{);}
|
||||
\PYG{+w}{ }\PYG{n+nb+bp}{self}\PYG{p}{.}\PYG{n}{linear2}\PYG{p}{.}\PYG{n}{forward}\PYG{p}{(}\PYG{n}{x}\PYG{p}{)}
|
||||
\PYG{p}{\PYGZcb{}}
|
||||
\end{MintedVerbatim}
|
||||
@@ -0,0 +1,10 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"_FAD58DE7366495DB4650CFEFAC2FCD61.index.minted",
|
||||
"default.style.minted"
|
||||
]
|
||||
}
|
||||
100
prezentacia/main/_minted/default.style.minted
Normal file
100
prezentacia/main/_minted/default.style.minted
Normal file
@@ -0,0 +1,100 @@
|
||||
\makeatletter
|
||||
\def\PYG@reset{\let\PYG@it=\relax \let\PYG@bf=\relax%
|
||||
\let\PYG@ul=\relax \let\PYG@tc=\relax%
|
||||
\let\PYG@bc=\relax \let\PYG@ff=\relax}
|
||||
\def\PYG@tok#1{\csname PYG@tok@#1\endcsname}
|
||||
\def\PYG@toks#1+{\ifx\relax#1\empty\else%
|
||||
\PYG@tok{#1}\expandafter\PYG@toks\fi}
|
||||
\def\PYG@do#1{\PYG@bc{\PYG@tc{\PYG@ul{%
|
||||
\PYG@it{\PYG@bf{\PYG@ff{#1}}}}}}}
|
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|
||||
|
||||
\@namedef{PYG@tok@w}{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.73,0.73}{##1}}}
|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
\@namedef{PYG@tok@ge}{\let\PYG@it=\textit}
|
||||
\@namedef{PYG@tok@gs}{\let\PYG@bf=\textbf}
|
||||
\@namedef{PYG@tok@ges}{\let\PYG@bf=\textbf\let\PYG@it=\textit}
|
||||
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||||
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||||
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|
||||
\@namedef{PYG@tok@s2}{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
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\@namedef{PYG@tok@sh}{\def\PYG@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
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|
||||
\@namedef{PYG@tok@mh}{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
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\@namedef{PYG@tok@il}{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
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\@namedef{PYG@tok@mo}{\def\PYG@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
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\@namedef{PYG@tok@ch}{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.24,0.48,0.48}{##1}}}
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\@namedef{PYG@tok@cm}{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.24,0.48,0.48}{##1}}}
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\@namedef{PYG@tok@cpf}{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.24,0.48,0.48}{##1}}}
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\@namedef{PYG@tok@c1}{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.24,0.48,0.48}{##1}}}
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\@namedef{PYG@tok@cs}{\let\PYG@it=\textit\def\PYG@tc##1{\textcolor[rgb]{0.24,0.48,0.48}{##1}}}
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\def\PYGZbs{\char`\\}
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\def\PYGZus{\char`\_}
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\def\PYGZob{\char`\{}
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\def\PYGZcb{\char`\}}
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\def\PYGZca{\char`\^}
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\def\PYGZam{\char`\&}
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\def\PYGZlt{\char`\<}
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\def\PYGZgt{\char`\>}
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\def\PYGZsh{\char`\#}
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\def\PYGZpc{\char`\%}
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\def\PYGZdl{\char`\$}
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\def\PYGZhy{\char`\-}
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\def\PYGZsq{\char`\'}
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\def\PYGZdq{\char`\"}
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\def\PYGZti{\char`\~}
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% for compatibility with earlier versions
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\def\PYGZat{@}
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\def\PYGZlb{[}
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\def\PYGZrb{]}
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48
prezentacia/main/main.aux
Normal file
48
prezentacia/main/main.aux
Normal file
@@ -0,0 +1,48 @@
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\relax
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\providecommand{\transparent@use}[1]{}
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\providecommand\hyper@newdestlabel[2]{}
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\providecommand\HyField@AuxAddToFields[1]{}
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\providecommand\HyField@AuxAddToCoFields[2]{}
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\@nameuse{bbl@beforestart}
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\providecommand \oddpage@label [2]{}
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3192
prezentacia/main/main.log
Normal file
3192
prezentacia/main/main.log
Normal file
File diff suppressed because it is too large
Load Diff
31
prezentacia/main/main.nav
Normal file
31
prezentacia/main/main.nav
Normal file
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\headcommand {\slideentry {0}{0}{1}{1/1}{}{0}}
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0
prezentacia/main/main.out
Normal file
0
prezentacia/main/main.out
Normal file
BIN
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Normal file
BIN
prezentacia/main/main.pdf
Normal file
Binary file not shown.
2
prezentacia/main/main.snm
Normal file
2
prezentacia/main/main.snm
Normal file
@@ -0,0 +1,2 @@
|
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\beamer@slide {zdroje<1>}{13}
|
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\beamer@slide {zdroje}{13}
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1
prezentacia/main/main.toc
Normal file
1
prezentacia/main/main.toc
Normal file
@@ -0,0 +1 @@
|
||||
\babel@toc {slovak}{}\relax
|
||||
9
prezentacia/main/main.vrb
Normal file
9
prezentacia/main/main.vrb
Normal file
@@ -0,0 +1,9 @@
|
||||
\frametitle{Forward pass}
|
||||
\begin{lstlisting}[language=Rust, style=colouredRust]
|
||||
fn forward(&self, x: Tensor<B, 2>) -> Tensor<B, 2> {
|
||||
let x = self.linear1.forward(x);
|
||||
let x = self.activation.forward(x);
|
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self.linear2.forward(x)
|
||||
}
|
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\end{lstlisting}
|
||||
|
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BIN
prezentacia/obrazky/1.png
Normal file
BIN
prezentacia/obrazky/1.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 6.4 KiB |
BIN
prezentacia/obrazky/burn_logo.png
Normal file
BIN
prezentacia/obrazky/burn_logo.png
Normal file
Binary file not shown.
|
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310
prezentacia/obrazky/logo.svg
Normal file
310
prezentacia/obrazky/logo.svg
Normal file
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prezentacia/svg-inkscape/logo_svg-tex.pdf
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prezentacia/svg-inkscape/logo_svg-tex.pdf
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Binary file not shown.
58
prezentacia/svg-inkscape/logo_svg-tex.pdf_tex
Normal file
58
prezentacia/svg-inkscape/logo_svg-tex.pdf_tex
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%% Creator: Inkscape 1.4.2 (ebf0e940d0, 2025-05-08), www.inkscape.org
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%% instead of
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%% \includegraphics{<filename>.pdf}
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%% To scale the image, write
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%% \includegraphics[width=<desired width>]{<filename>.pdf}
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%% be accessed with the `import' package (which may need to be
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%% in the preamble, and then including the image with
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35
prezentacia/titulka.tex
Normal file
35
prezentacia/titulka.tex
Normal file
@@ -0,0 +1,35 @@
|
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{
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\setbeamercolor{background canvas}{bg=fri}
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\setbeamercolor{palette tertiary}{bg=fri}
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\begin{frame}[plain]
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\setbeamercolor{normal text}{fg=black}
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\vspace*{\fill}
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{\huge\textbf{\textcolor{black}{Prezentácia - Deep learning v jazyku Rust}}}
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\vspace{0.5cm}
|
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\textcolor{black}{Elektronické spracovanie a prezentácia dokumentov}
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45
vizitka.tex
Normal file
45
vizitka.tex
Normal file
@@ -0,0 +1,45 @@
|
||||
% 90 × 50 mm
|
||||
\documentclass{article}
|
||||
\usepackage[papersize={90mm,50mm}, margin=4mm]{geometry}
|
||||
|
||||
\usepackage[utf8]{inputenc}
|
||||
\usepackage[T1]{fontenc}
|
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\usepackage{tikz}
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\usepackage{graphicx}
|
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\usepackage{marvosym} % ikony
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\usepackage{xcolor}
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\definecolor{cardLight}{HTML}{F5F6FA}
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\pagestyle{empty}
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|
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\begin{document}
|
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\hfill{\color{cardDark}\bfseries\large Filip Priecinsky}
|
||||
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|
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|
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\vspace{3mm}
|
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|
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\hfill{\color{cardGray}\tiny +421 944 212 857 \;\;{\color{cardAccent}\Telefon}}
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\vspace{0.8mm}
|
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\hfill{\color{cardGray}\tiny filippriec@tutanota.com \;\;{\color{cardAccent}\Letter}}
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\vfill
|
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{\color{cardDark}\tiny\scshape UNIZA}
|
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|
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\end{document}
|
||||
Reference in New Issue
Block a user