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		<id>http://www.lcad.inf.ufes.br/wiki/index.php?action=history&amp;feed=atom&amp;title=Roteiro_de_Instala%C3%A7%C3%A3o_Python%2FTheano</id>
		<title>Roteiro de Instalação Python/Theano - Histórico de revisão</title>
		<link rel="self" type="application/atom+xml" href="http://www.lcad.inf.ufes.br/wiki/index.php?action=history&amp;feed=atom&amp;title=Roteiro_de_Instala%C3%A7%C3%A3o_Python%2FTheano"/>
		<link rel="alternate" type="text/html" href="http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;action=history"/>
		<updated>2026-06-15T19:46:14Z</updated>
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	<entry>
		<id>http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81011&amp;oldid=prev</id>
		<title>Avelino em 15h52min de 20 de maio de 2015</title>
		<link rel="alternate" type="text/html" href="http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81011&amp;oldid=prev"/>
				<updated>2015-05-20T15:52:17Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;pt-BR&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Edição anterior&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Edição das 15h52min de 20 de maio de 2015&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l13&quot; &gt;Linha 13:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Linha 13:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&amp;#160; sudo apt-get install nvidia-331-updates nvidia-cuda-toolkit&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&amp;#160; sudo apt-get install nvidia-331-updates nvidia-cuda-toolkit&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Instalar Theano 0.6 conforme descrito aqui[http://deeplearning.net/software/theano/install_ubuntu.html#install-ubuntu] e confira algumas soluções aqui[http://unix.stackexchange.com/questions/52703/using-atlas-from-scipy]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Instalar Theano 0.6 conforme descrito aqui[http://deeplearning.net/software/theano/install_ubuntu.html#install-ubuntu] e confira algumas soluções aqui[http://unix.stackexchange.com/questions/52703/using-atlas-from-scipy]&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;, além de certificar-se de instalar os seguintes pacotes do Ubuntu: scimath e gfortran&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Configurar Theano para rodar em CUDA conforme descrito aqui[http://deeplearning.net/software/theano/install.html#gpu-linux]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Configurar Theano para rodar em CUDA conforme descrito aqui[http://deeplearning.net/software/theano/install.html#gpu-linux]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Baixar o tutorial[http://deeplearning.net/tutorial/gettingstarted.html] de Deep Learning para testar a instalação.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Baixar o tutorial[http://deeplearning.net/tutorial/gettingstarted.html] de Deep Learning para testar a instalação.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Avelino</name></author>	</entry>

	<entry>
		<id>http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81010&amp;oldid=prev</id>
		<title>Avelino em 15h50min de 20 de maio de 2015</title>
		<link rel="alternate" type="text/html" href="http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81010&amp;oldid=prev"/>
				<updated>2015-05-20T15:50:01Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr style=&quot;vertical-align: top;&quot; lang=&quot;pt-BR&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Edição anterior&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Edição das 15h50min de 20 de maio de 2015&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l13&quot; &gt;Linha 13:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Linha 13:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&amp;#160; sudo apt-get install nvidia-331-updates nvidia-cuda-toolkit&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#160;&amp;#160; sudo apt-get install nvidia-331-updates nvidia-cuda-toolkit&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Instalar Theano 0.6 conforme descrito aqui[http://deeplearning.net/software/theano/install_ubuntu.html#install-ubuntu]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color:black; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Instalar Theano 0.6 conforme descrito aqui[http://deeplearning.net/software/theano/install_ubuntu.html#install-ubuntu&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;] e confira algumas soluções aqui[http://unix.stackexchange.com/questions/52703/using-atlas-from-scipy&lt;/ins&gt;]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Configurar Theano para rodar em CUDA conforme descrito aqui[http://deeplearning.net/software/theano/install.html#gpu-linux]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Configurar Theano para rodar em CUDA conforme descrito aqui[http://deeplearning.net/software/theano/install.html#gpu-linux]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Baixar o tutorial[http://deeplearning.net/tutorial/gettingstarted.html] de Deep Learning para testar a instalação.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background-color: #f9f9f9; color: #333333; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #e6e6e6; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Baixar o tutorial[http://deeplearning.net/tutorial/gettingstarted.html] de Deep Learning para testar a instalação.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Avelino</name></author>	</entry>

	<entry>
		<id>http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81000&amp;oldid=prev</id>
		<title>Avelino: Criou página com '= Python/Theano: =  Instalar Python 2.7 no Ubuntu conforme está no roteiro de Integração com Python.   Instalação nVidia CUDA mais atual para Ubuntu 14.04:    Instala...'</title>
		<link rel="alternate" type="text/html" href="http://www.lcad.inf.ufes.br/wiki/index.php?title=Roteiro_de_Instala%C3%A7%C3%A3o_Python/Theano&amp;diff=81000&amp;oldid=prev"/>
				<updated>2014-11-02T17:53:51Z</updated>
		
		<summary type="html">&lt;p&gt;Criou página com &amp;#039;= Python/Theano: =  Instalar Python 2.7 no Ubuntu conforme está no roteiro de &lt;a href=&quot;/wiki/index.php/Integra%C3%A7%C3%A3o_com_Python&quot; title=&quot;Integração com Python&quot;&gt;Integração com Python&lt;/a&gt;.   Instalação nVidia CUDA mais atual para Ubuntu 14.04:    Instala...&amp;#039;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Página nova&lt;/b&gt;&lt;/p&gt;&lt;div&gt;= Python/Theano: =&lt;br /&gt;
&lt;br /&gt;
Instalar Python 2.7 no Ubuntu conforme está no roteiro de [[Integração com Python]]. &lt;br /&gt;
&lt;br /&gt;
Instalação nVidia CUDA mais atual para Ubuntu 14.04:&lt;br /&gt;
&lt;br /&gt;
  Instalar o driver nvidia 340.46 conforme descrito aqui[https://askubuntu.com/questions/451221/ubuntu-14-04-install-nvidia-driver/451248#451248]&lt;br /&gt;
&lt;br /&gt;
  Instalar o CUDA toolkit 6.5 conforme descrito aqui[http://www.r-tutor.com/gpu-computing/cuda-installation/cuda6.5-ubuntu]&lt;br /&gt;
&lt;br /&gt;
Instalação nVidia CUDA disponíveis para Ubuntu 14.04:&lt;br /&gt;
  &lt;br /&gt;
  sudo apt-get install nvidia-331-updates nvidia-cuda-toolkit&lt;br /&gt;
&lt;br /&gt;
Instalar Theano 0.6 conforme descrito aqui[http://deeplearning.net/software/theano/install_ubuntu.html#install-ubuntu]&lt;br /&gt;
&lt;br /&gt;
Configurar Theano para rodar em CUDA conforme descrito aqui[http://deeplearning.net/software/theano/install.html#gpu-linux]&lt;br /&gt;
&lt;br /&gt;
Baixar o tutorial[http://deeplearning.net/tutorial/gettingstarted.html] de Deep Learning para testar a instalação.&lt;/div&gt;</summary>
		<author><name>Avelino</name></author>	</entry>

	</feed>