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Final commit!!!

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Clemens Dautermann 2020-02-26 18:36:47 +01:00
parent c5fae3178f
commit b997931d03
11 changed files with 283 additions and 10309 deletions
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doc/_minted-Grundlagen_des_maschinellen_lernens/0CC230EAEF969F875162D94A43EECC44F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex → doc/_minted-Grundlagen_des_maschinellen_lernens/6E136E4601877EDF7BAFA4E113440C09F6C426F58C5CCC27D3C7BD698FEC22DB.pygtex
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@ -1,3 +1,3 @@
\begin{Verbatim}[commandchars=\\\{\}]
\PYG{l+s+s1}{\PYGZsq{}./datasets\PYGZsq{}}
\PYG{o}{./}\PYG{n}{datasets}
\end{Verbatim}

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doc/_minted-Grundlagen_des_maschinellen_lernens/AF2982B0D9BB868B8B4E6D0A6A863B1C53A0C9FE66949F8EC4BED65B31F6975B.pygtex → doc/_minted-Grundlagen_des_maschinellen_lernens/91DA331C052E3A07FD9B933AC7C049B253A0C9FE66949F8EC4BED65B31F6975B.pygtex
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@ -3,7 +3,7 @@
\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}{fc1} \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}{fc2} \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}{64}\PYG{p}{,} \PYG{l+m+mi}{1260}\PYG{p}{)}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc3} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{120}\PYG{p}{,} \PYG{l+m+mi}{120}\PYG{p}{)}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc4} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{120}\PYG{p}{,} \PYG{l+m+mi}{64}\PYG{p}{)}
\PYG{n+nb+bp}{self}\PYG{o}{.}\PYG{n}{fc5} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{Linear}\PYG{p}{(}\PYG{l+m+mi}{64}\PYG{p}{,} \PYG{l+m+mi}{10}\PYG{p}{)}

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doc/_minted-Grundlagen_des_maschinellen_lernens/B39808E7C45EEBD5237FE1E82D27387953A0C9FE66949F8EC4BED65B31F6975B.pygtex → doc/_minted-Grundlagen_des_maschinellen_lernens/966BC12992AE07118A5C030A258708A853A0C9FE66949F8EC4BED65B31F6975B.pygtex
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@ -3,7 +3,6 @@
\PYG{n}{device} \PYG{o}{=} \PYG{n}{torch}\PYG{o}{.}\PYG{n}{device}\PYG{p}{(}\PYG{l+s+s2}{\PYGZdq{}cuda:0\PYGZdq{}} \PYG{k}{if} \PYG{n}{torch}\PYG{o}{.}\PYG{n}{cuda}\PYG{o}{.}\PYG{n}{is\PYGZus{}available}\PYG{p}{()} \PYG{k}{else} \PYG{l+s+s2}{\PYGZdq{}cpu\PYGZdq{}}\PYG{p}{)}
\PYG{n+nb}{print}\PYG{p}{(}\PYG{l+s+s1}{\PYGZsq{}runnning on }\PYG{l+s+si}{\PYGZpc{}s}\PYG{l+s+s1}{\PYGZsq{}} \PYG{o}{\PYGZpc{}} \PYG{n}{device}\PYG{p}{)}
\PYG{n}{net} \PYG{o}{=} \PYG{n}{net}\PYG{o}{.}\PYG{n}{to}\PYG{p}{(}\PYG{n}{device}\PYG{p}{)}
\PYG{n}{loss\PYGZus{}function} \PYG{o}{=} \PYG{n}{nn}\PYG{o}{.}\PYG{n}{CrossEntropyLoss}\PYG{p}{()}