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Net definition section finished

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Clemens Dautermann 2020-01-30 16:12:32 +01:00
parent 4b80e7391f
commit b061fd5a2f
17 changed files with 221 additions and 56 deletions
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doc/_minted-Grundlagen_des_maschinellen_lernens/81326AEB166BABDF0E8E9CFEEFD02903F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex → doc/_minted-Grundlagen_des_maschinellen_lernens/12F96C5C5DB151598C41F68BDCE383E2F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{batch}\PYGZbs{}\PYG{n}{\PYGZus{}size}
\PYG{n}{nn}\PYG{o}{.}\PYG{n}{Module}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/5A0B7618927FB8AEA4B96F5552228CD8F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{x} \PYG{o}{=} \PYG{n}{x} \PYG{o}{*} \PYG{l+m+mi}{2}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/6361598B18370336863B24D1B6FAE96EF6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{F}\PYG{o}{.}\PYG{n}{log\PYGZus{}softmax}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/689375EA3B9C38D437AA368912E13885F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{fc1}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/7572134CCA2BA7D050325F33C4941E41F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{fc0}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/7C08F8DDD5F5D41169EB51C2ADB3E0B1F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{forward}\PYG{p}{(}\PYG{n+nb+bp}{self}\PYG{p}{,} \PYG{n}{x}\PYG{p}{)}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/B68FDDAFFF09CEFEB070EDD4AD4C96E1F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{fc2}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/D6B06E011A4BC083034B9BD6480B9AB253A0C9FE66949F8EC4BED65B31F6975B.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{k}{class} \PYG{n+nc}{Net}\PYG{p}{(}\PYG{n}{nn}\PYG{o}{.}\PYG{n}{Module}\PYG{p}{):}
\PYG{k}{def} \PYG{n+nf+fm}{\PYGZus{}\PYGZus{}init\PYGZus{}\PYGZus{}}\PYG{p}{(}\PYG{n+nb+bp}{self}\PYG{p}{):}
\PYG{n+nb}{super}\PYG{p}{()}\PYG{o}{.}\PYG{n+nf+fm}{\PYGZus{}\PYGZus{}init\PYGZus{}\PYGZus{}}\PYG{p}{()}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc0} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{28} \PYG{o}{*} \PYG{l+m+mi}{28}\PYG{p}{,} \PYG{l+m+mi}{64}\PYG{p}{)}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc1} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{64}\PYG{p}{,} \PYG{l+m+mi}{120}\PYG{p}{)}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc2} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{120}\PYG{p}{,} \PYG{l+m+mi}{10}\PYG{p}{)}
\PYG{k}{def} \PYG{n+nf}{forward}\PYG{p}{(}\PYG{n+nb+bp}{self}\PYG{p}{,} \PYG{n}{x}\PYG{p}{):}
\PYG{n}{x} \PYG{o}{=} \PYG{n}{F}\PYG{o}{.}\PYG{n}{relu}\PYG{p}{(}\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc0}\PYG{p}{(}\PYG{n}{x}\PYG{p}{))}
\PYG{n}{x} \PYG{o}{=} \PYG{n}{F}\PYG{o}{.}\PYG{n}{relu}\PYG{p}{(}\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc1}\PYG{p}{(}\PYG{n}{x}\PYG{p}{))}
\PYG{n}{x} \PYG{o}{=} \PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc2}\PYG{p}{(}\PYG{n}{x}\PYG{p}{)}
\PYG{k}{return} \PYG{n}{F}\PYG{o}{.}\PYG{n}{log\PYGZus{}softmax}\PYG{p}{(}\PYG{n}{x}\PYG{p}{)}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/EDB0BACF1F2CD448B8D22F1A9B4F026EF6C426F58C5CCC27D3C7BD698FEC22DB.pygtex Normal file
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\begin{Verbatim}[commandchars=\\\{\}]
\PYG{n}{batch\PYGZus{}size}
\end{Verbatim}