Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html?rev=1833193&r1=1833192&r2=1833193&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html Fri Jun 8 15:29:00 2018 @@ -31,6 +31,16 @@ <link rel="index" title="Index" href="../genindex.html" /> <link rel="search" title="Search" href="../search.html" /> <link href="../_static/style.css" rel="stylesheet" type="text/css"> + <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"--> + <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"; integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> + <style> + .fa:hover { + opacity: 0.7; + } + .fab:hover { + opacity: 0.7; + } + </style> @@ -88,8 +98,8 @@ <ul> -<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> <li class="toctree-l1"><a class="reference internal" href="../docs/index.html">Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> </ul> <p class="caption"><span class="caption-text">Development</span></p> <ul> @@ -286,6 +296,15 @@ of popular deep learning models.</p> </div> <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png" style="background-color:white;"> </a> + + <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"; class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.researchgate.net/project/Apache-SINGA"; class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + </div> <a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html?rev=1833193&r1=1833192&r2=1833193&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html Fri Jun 8 15:29:00 2018 @@ -31,6 +31,16 @@ <link rel="index" title="Index" href="../genindex.html" /> <link rel="search" title="Search" href="../search.html" /> <link href="../_static/style.css" rel="stylesheet" type="text/css"> + <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"--> + <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"; integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> + <style> + .fa:hover { + opacity: 0.7; + } + .fab:hover { + opacity: 0.7; + } + </style> @@ -88,8 +98,8 @@ <ul> -<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> <li class="toctree-l1"><a class="reference internal" href="../docs/index.html">Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> </ul> <p class="caption"><span class="caption-text">Development</span></p> <ul> @@ -345,6 +355,15 @@ of popular deep learning models.</p> </div> <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png" style="background-color:white;"> </a> + + <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"; class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.researchgate.net/project/Apache-SINGA"; class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + </div> <a href="https://github.com/apache/incubator-singa";> Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html?rev=1833193&r1=1833192&r2=1833193&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html Fri Jun 8 15:29:00 2018 @@ -31,6 +31,16 @@ <link rel="index" title="Index" href="../genindex.html" /> <link rel="search" title="Search" href="../search.html" /> <link href="../_static/style.css" rel="stylesheet" type="text/css"> + <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"--> + <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"; integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> + <style> + .fa:hover { + opacity: 0.7; + } + .fab:hover { + opacity: 0.7; + } + </style> @@ -88,8 +98,8 @@ <ul> -<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> <li class="toctree-l1"><a class="reference internal" href="../docs/index.html">Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> </ul> <p class="caption"><span class="caption-text">Development</span></p> <ul> @@ -298,6 +308,15 @@ learning models over large datasets.</p> </div> <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png" style="background-color:white;"> </a> + + <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"; class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.researchgate.net/project/Apache-SINGA"; class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + </div> <a href="https://github.com/apache/incubator-singa";> Added: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html (added) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html Fri Jun 8 15:29:00 2018 @@ -0,0 +1,340 @@ + + + +<!DOCTYPE html> +<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]--> +<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]--> +<head> + <meta charset="utf-8"> + + <meta name="viewport" content="width=device-width, initial-scale=1.0"> + + <title>singa-incubating-1.2.0 Release Notes — incubator-singa 1.1.0 documentation</title> + + + + + + + + + + + + + + + + + <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> + <link rel="stylesheet" href="../_static/pygments.css" type="text/css" /> + <link rel="index" title="Index" href="../genindex.html" /> + <link rel="search" title="Search" href="../search.html" /> + <link href="../_static/style.css" rel="stylesheet" type="text/css"> + <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"--> + <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"; integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> + <style> + .fa:hover { + opacity: 0.7; + } + .fab:hover { + opacity: 0.7; + } + </style> + + + + <script src="../_static/js/modernizr.min.js"></script> + +</head> + +<body class="wy-body-for-nav"> + + + <div class="wy-grid-for-nav"> + + + <nav data-toggle="wy-nav-shift" class="wy-nav-side"> + <div class="wy-side-scroll"> + <div class="wy-side-nav-search"> + + + + <a href="../index.html" class="icon icon-home"> incubator-singa + + + + + <img src="../_static/singa.png" class="logo" alt="Logo"/> + + </a> + + + + + <div class="version"> + latest + </div> + + + + +<div role="search"> + <form id="rtd-search-form" class="wy-form" action="../search.html" method="get"> + <input type="text" name="q" placeholder="Search docs" /> + <input type="hidden" name="check_keywords" value="yes" /> + <input type="hidden" name="area" value="default" /> + </form> +</div> + + + </div> + + <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation"> + + + + + + + <ul> +<li class="toctree-l1"><a class="reference internal" href="../docs/index.html">Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" 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class="section" id="singa-incubating-1-2-0-release-notes"> +<span id="singa-incubating-1-2-0-release-notes"></span><h1>singa-incubating-1.2.0 Release Notes<a class="headerlink" href="#singa-incubating-1-2-0-release-notes" title="Permalink to this headline">¶</a></h1> +<hr class="docutils" /> +<p>SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets.</p> +<p>This release includes following features:</p> +<ul class="simple"> +<li>Core components<ul> +<li>[SINGA-290] Upgrade to Python 3</li> +<li>[SINGA-341] Added stride functionality to tensors for CPP</li> +<li>[SINGA-347] Create a function that supports einsum</li> +<li>[SINGA-351] Added stride support and cudnn codes to cuda</li> +</ul> +</li> +<li>Model components<ul> +<li>[SINGA-300] Add residual networks for imagenet classification</li> +<li>[SINGA-312] Rename layer parameters</li> +<li>[SINGA-313] Add L2 norm layer</li> +<li>[SINGA-315] Reduce memory footprint by Python generator for parameter</li> +<li>[SINGA-316] Add SigmoidCrossEntropy</li> +<li>[SINGA-324] Extend RNN layer to accept variant seq length across batches</li> +<li>[SINGA-326] Add Inception V4 for ImageNet classification</li> +<li>[SINGA-328] Add VGG models for ImageNet classification</li> +<li>[SINGA-329] Support layer freezing during training (fine-tuning)</li> +<li>[SINGA-346] Update cudnn from V5 to V7</li> +<li>[SINGA-349] Create layer operations for autograd</li> +<li>[SINGA-363] Add DenseNet for Imagenet classification</li> +</ul> +</li> +<li>Utility functions and CI<ul> +<li>[SINGA-274] Improve Debian packaging with CPack</li> +<li>[SINGA-303] Create conda packages</li> +<li>[SINGA-337] Add test cases for code</li> +<li>[SINGA-348] Support autograd MLP Example</li> +<li>[SINGA-345] Update Jenkins and fix bugs in compliation</li> +<li>[SINGA-354] Update travis scripts to use conda-build for all platforms</li> +<li>[SINGA-358] Consolidated RUN steps and cleaned caches in Docker containers</li> +<li>[SINGA-359] Create alias for conda packages</li> +</ul> +</li> +<li>Documentation and usability<ul> +<li>[SINGA-223] Fix side navigation menu in the website</li> +<li>[SINGA-294] Add instructions to run CUDA unit tests on Windows</li> +<li>[SINGA-305] Add jupyter notebooks for SINGA V1 tutorial</li> +<li>[SINGA-319] Fix link errors on the index page</li> +<li>[SINGA-352] Complete SINGA documentation in Chinese version</li> +<li>[SINGA-361] Add git instructions for contributors and committers</li> +</ul> +</li> +<li>Bugs fixed<ul> +<li>[Singa-330] fix openblas building on i7 7700k</li> +<li>[SINGA-331] Fix the bug of tensor division operation</li> +<li>[SINGA-350] Error from python3 test</li> +<li>[SINGA-356] Error using travis tool to build SINGA on mac os</li> +<li>[SINGA-363] Fix some bugs in imagenet examples</li> +<li>[SINGA-368] Fix the bug in Cifar10 examples</li> +<li>[SINGA-369] the errors of examples in testing</li> +</ul> +</li> +</ul> +</div> + + + </div> + + </div> + <footer> + + + <hr/> + + <div role="contentinfo"> + <p> + © Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.. + + </p> + </div> + Built with <a href="http://sphinx-doc.org/";>Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme";>theme</a> provided by <a href="https://readthedocs.org";>Read the Docs</a>. + +</footer> + + </div> + </div> + + </section> + + </div> + + + + + + <script type="text/javascript"> + var DOCUMENTATION_OPTIONS = { + URL_ROOT:'../', + VERSION:'1.1.0', + LANGUAGE:'None', + COLLAPSE_INDEX:false, + FILE_SUFFIX:'.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt' + }; + </script> + <script type="text/javascript" src="../_static/jquery.js"></script> + <script type="text/javascript" src="../_static/underscore.js"></script> + <script type="text/javascript" src="../_static/doctools.js"></script> + + + + + + <script type="text/javascript" src="../_static/js/theme.js"></script> + + + <script type="text/javascript"> + jQuery(function () { + SphinxRtdTheme.Navigation.enable(true); + }); + </script> + +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> + <span class="rst-current-version" data-toggle="rst-current-version"> + <span class="fa fa-book"> incubator-singa </span> + v: latest + <span class="fa fa-caret-down"></span> + </span> + <div class="rst-other-versions"> + <dl> + <dt>Languages</dt> + <dd><a href="../../en/index.html">English</a></dd> + <dd><a href="../../zh/index.html">ä¸æ</a></dd> + </dl> + <dl> + <dt>Versions</dt> + <dd><a href="http://singa.apache.org/v0.3.0/";>0.3</a></dd> + <dd><a href="http://singa.apache.org/v1.1.0/";>1.1</a></dd> + </dl> + + </div> + <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png" style="background-color:white;"> </a> + + <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a 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margin: 5px 2px;"></a> + <a href="https://www.researchgate.net/project/Apache-SINGA"; class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + +</div> + + <a href="https://github.com/apache/incubator-singa";> + <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;" + src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"; + alt="Fork me on GitHub"> +</a> + + + + +</body> +</html> \ No newline at end of file Modified: incubator/singa/site/trunk/en/search.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/search.html?rev=1833193&r1=1833192&r2=1833193&view=diff ============================================================================== --- incubator/singa/site/trunk/en/search.html (original) +++ incubator/singa/site/trunk/en/search.html Fri Jun 8 15:29:00 2018 @@ -31,6 +31,16 @@ <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="#" /> <link href="_static/style.css" rel="stylesheet" type="text/css"> + <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"--> + <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"; integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> + <style> + .fa:hover { + opacity: 0.7; + } + .fab:hover { + opacity: 0.7; + } + </style> @@ -88,8 +98,8 @@ <ul> -<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li> <li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li> </ul> <p class="caption"><span class="caption-text">Development</span></p> <ul> @@ -264,6 +274,15 @@ </div> <a href="http://incubator.apache.org/";> <img src= "_static/apache.png" style="background-color:white;"> </a> + + <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"; class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + <a href="https://www.researchgate.net/project/Apache-SINGA"; class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> + </div> <a href="https://github.com/apache/incubator-singa";> Modified: incubator/singa/site/trunk/en/searchindex.js URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/searchindex.js?rev=1833193&r1=1833192&r2=1833193&view=diff ============================================================================== --- incubator/singa/site/trunk/en/searchindex.js (original) +++ incubator/singa/site/trunk/en/searchindex.js Fri Jun 8 15:29:00 2018 @@ -1 +1 @@ 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[24,32,33,35,39],modul:19,more:20,multipl:35,nativ:20,net:[34,35],network:30,neural:35,note:[44,45,46,47,48],obtain:24,optim:37,option:20,over:[25,26,27],packag:20,paramet:[24,35],partit:35,plain:25,pre:24,predict:[24,26],prepar:[24,26],preprocess:27,project:1,protobuf:12,pull:4,python:[9,13,17,19,21,40],quickstart:9,rbm:33,recent:43,releas:[44,45,46,47,48],repositori:2,request:4,requir:18,residu:30,rnn:[25,35],run:[9,19,24,33],schedul:7,share:35,singa:[3,6,18,19,20,24,26,27,42,43,44,45,46,47,48],singa_object:19,snapshot:38,softwar:39,sourc:[2,19,20],specif:13,stack:39,start:43,structur:35,style:4,support:19,tag:14,team:3,tensor:40,test:[19,24],text:25,thi:24,tool:[15,20],track:0,train:[24,25,26,27,33],tutori:18,ubuntu:20,unit:19,use_cuda:20,use_modul:20,use_opencl:20,use_python:20,user:35,using:[28,29,30,31],util:41,version:9,vgg:31,video:18,web:2,websit:5,welcom:43,window:[12,19,20],worker:35,zoo:32}}) \ No newline at end of file [... 3 lines stripped ...] Added: incubator/singa/site/trunk/zh/_sources/docs/data.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/_sources/docs/data.md.txt?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/zh/_sources/docs/data.md.txt (added) +++ incubator/singa/site/trunk/zh/_sources/docs/data.md.txt Fri Jun 8 15:29:00 2018 @@ -0,0 +1,51 @@ +# æ°æ®(Data) + +è¿ä¸ªæ¨¡åå å«å è½½åé¢è·åæ¹æ°æ®çç±»ã + +示ä¾ç¨æ³ï¼ + +```python +import image_tool +from PIL import Image + +tool = image_tool.ImageTool() + +def image_transform(img_path): + global tool + return tool.load(img_path).resize_by_range( + (112, 128)).random_crop( + (96, 96)).flip().get() + +data = ImageBatchIter('train.txt', 3, + image_transform, shuffle=True, delimiter=',', + image_folder='images/', + capacity=10) +data.start() +# imgs is a numpy array for a batch of images, +# shape: batch_size, 3 (RGB), height, width +imgs, labels = data.next() + +# convert numpy array back into images +for idx in range(imgs.shape[0]): + img = Image.fromarray(imgs[idx].astype(np.uint8).transpose(1, 2, 0), + 'RGB') + img.save('img%d.png' % idx) +data.end() +``` + +--- + +### class singa.data.ImageBatchIter(img_list_file, batch_size, image_transform, shuffle=True, delimiter=' ', image_folder=None, capacity=10) + +è¿ä»£å°ä»æ°æ®éä¸è·åæ¹æ°æ®ã + +**åæ°ï¼** +- **img_list_file (str)** â å å«æºæ°æ®çæ件åï¼æ¯è¡å å«image_path_suffixåæ ç¾ +- **batch_size (int)** â æ¯ä¸ªmini-bachå å«çæ ·æ¬æ°ç® +- **image_transform** â å¾åå¢å¼ºå½æ°ï¼å®æ¥åå®æ´çå¾åè·¯å¾å¹¶è¾åºä¸ç³»åå¢å¼ºåçå¾å +- **shuffle (boolean)** â 为ç表示对å表åæ ä¹± +- **delimiter (char)** â image_path_suffixåæ ç¾ä¹é´çåå²ç¬¦, ä¾å¦ç©ºæ ¼æéå· +- **image_folder (boolean)** â å¾çè·¯å¾çåç¼ +- **capacity (int)** â å é¨éåçæ大mini-batchæ°ç® + +--- Added: incubator/singa/site/trunk/zh/_sources/docs/device.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/_sources/docs/device.md.txt?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/zh/_sources/docs/device.md.txt (added) +++ incubator/singa/site/trunk/zh/_sources/docs/device.md.txt Fri Jun 8 15:29:00 2018 @@ -0,0 +1,56 @@ +# 设å¤(Device) + +设å¤æ½è±¡ä»£è¡¨äºä»»ä½åºäºå åå计ç®åå ç硬件设å¤ãææ[Tensoræä½](tensor.html)ç±å¯å®¿ç设å¤è¿è¡è°åº¦ä»¥æ§è¡ãTensorå åä¹ç±è®¾å¤å å管çå¨è¿è¡ç®¡çãå æ¤ï¼å åä¼ååæ§è¡é½ç±Deviceç±»è¿è¡å®ç°ã + +## ç¹å®è®¾å¤ + +ç®åï¼SINGAæä¸ç§Deviceå®ç°ï¼ + +1. CudaGPUï¼ å¨Nvidia GPUå¡ä¸è¿è¡Cuda代ç +2. CppCPUï¼å¨CPUä¸è¿è¡Cpp代ç +3. OpenclGPUï¼ GPUå¡ä¸è¿è¡OpenCL代ç + + +## Python API + +æ¤èæ¬å æ¬Deviceç±»åå®çåç±»ï¼ç¨æ·å¯ä»¥è°ç¨singa::Deviceåå®çæ¹æ³ã + +--- + +#### singa.device.create_cuda_gpus(num) + +å建ä¸ä¸ªå表çCudaGPU设å¤ã + +**åæ°ï¼** +- **num(int)** - å建ç设å¤æ°ç® + +**è¿åå¼ï¼** ä¸ä¸ªå表CudaGPUè®¾å¤ + +--- + +#### singa.device.create_cuda_gpus_on(device_ids) + +å建ä¸ä¸ªå表çCudaGPU设å¤ã + +**åæ°ï¼** +- **device_ids(list)** - ä¸ä¸ªå表çæ¾å¡ID + +**è¿åå¼ï¼** ä¸ä¸ªå表CudaGPUè®¾å¤ + +--- + +#### singa.device.get_default_device() + +è·åé»è®¤çCppCPU设å¤ã + +--- + +ä¸é¢ç代ç å±ç¤ºäºå建设å¤çä¾åï¼ + +``` python +from singa import device +cuda = device.create_cuda_gpu_on(0) # use GPU card of ID 0 +host = device.get_default_device() # get the default host device (a CppCPU) +ary1 = device.create_cuda_gpus(2) # create 2 devices, starting from ID 0 +ary2 = device.create_cuda_gpus([0,2]) # create 2 devices on ID 0 and 2 +``` Added: incubator/singa/site/trunk/zh/_sources/docs/image_tool.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/_sources/docs/image_tool.md.txt?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/zh/_sources/docs/image_tool.md.txt (added) +++ incubator/singa/site/trunk/zh/_sources/docs/image_tool.md.txt Fri Jun 8 15:29:00 2018 @@ -0,0 +1,175 @@ +# å¾åå·¥å · + +å¾åå¢å¼ºç模åã + +示ä¾ç¨æ³ï¼ + +```python +from singa import image_tool + +tool = image_tool.ImageTool() +imgs = tool.load('input.png').resize_by_list([112]).crop5((96, 96), 5).enhance().flip().get() +for idx, img in enumerate(imgs): + img.save('%d.png' % idx) +``` + +--- + +### class singa.image_tool.ImageTool + +ä¸ä¸ªå¾åå¢å¼ºå·¥å ·ã 对äºinplace = Trueçæä½ï¼è¿åçå¼æ¯ImageToolå®ä¾ï¼ç¨äºé¾æ¥å¤ä¸ªæä½; å¦åï¼å°è¿åé¢å¤çè¿çå¾åã 对äºå ·æå¯æ°é¢å¤çæ åµçæä½ï¼å¯ä»¥è®¾ç½®åæ°num_caseæ¥å³å®è¦åºç¨çé¢å¤çæ åµçæ°éã é常ï¼è®ç»é¶æ®µè®¾ç½®ä¸º1ï¼æµè¯é¶æ®µè®¾ç½®ä¸ºæ大ã + +--- + +#### color_cast(offset=20, inplace=True) + +对æ¯ä¸ªééå ä¸ä¸ä¸ªéæºå移å¼[-offset, offset]ã + +**åæ°ï¼** +- **offset** â åç§»ï¼ >0 and <255 +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### crop3(patch, num_case=1, inplace=True) + +对ç»å®ä½ç½®ï¼æªåå¯è½çæ大æ¹æ¡å¹¶ç¼©æ¾å°ç»å®å°ºå¯¸ã æç §å¾å尺寸ï¼æªåä½ç½®å¯ä»¥æ¯ï¼å·¦ï¼ ä¸ï¼ å³ï¼æï¼ä¸ï¼ ä¸ï¼ ä¸ï¼ä¹ä¸ã + +**åæ°ï¼** +- **patch (tuple)** â è¾åºå¾åçé«å宽 +- **num_case** â æ åµæ°ç®, å¿ é¡»å¨[1,3] +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### crop5(patch, num_case=1, inplace=True) + +æªåä½ç½®å¯ä»¥æ¯[å·¦ä¸ï¼ å·¦ä¸ï¼ å³ä¸ï¼ å³ä¸ï¼ ä¸é´]ã + +**åæ°ï¼** +- **patch (tuple)** â è¾åºå¾åçé«å宽 +- **num_case** â æ åµæ°ç®, å¿ é¡»å¨[1,5] +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### crop8(patch, num_case=1, inplace=True) + +è¿æ¯patch_5åpatch_and_scaleç并éã ä½ å¯ä»¥ä¾ç §è¿ä¸ªä¾ååä»»ä½æ åµç并éã + +--- + +#### enhance(scale=0.2, inplace=True) + +对è²åº¦ã对æ¯åº¦ã亮度åé度éç¨éæºå¢å¼ºã + +**åæ°ï¼** +- **scale (float)** â å¢å¼ºèå´ [1-scale, 1+scale] +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### flip(num_case=1, inplace=True) + +éæºåå·¦æåå³ç¿»è½¬å¾åã + +**åæ°ï¼** +- **num_case** â æ åµæ°ç®ï¼å¿ é¡»æ¯ {1,2}; å¦ææ¯2ï¼åä¼è¿ååå¾ä»¥å翻转çå¾åã +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### num_augmentation() + +è¿åæ¯å¼ å¾å被å¢å¼ºåçæ»æ° + +--- + +#### random_crop(patch, inplace=True) + +æ ¹æ®éæºå移æªåæå®å¤§å°çå¾å + +**åæ°ï¼** +- **patch (tuple)** â æªåå¾ååçé«å宽 +- **inplace (Boolean)** â å¦æ为çï¼ç´æ¥ç¨æ°å¾ååæ¿æ¢åå§å¾åå 容ï¼å¦åè¿åæ°å¾ååã + +--- + +#### resize_by_list(size_list, num_case=1, inplace=True) + +**åæ°ï¼** +- **num_case** â 缩æ¾æä½æ°ç®ï¼ å¿ é¡»ä¸è¶ è¿size_listçé¿åº¦ +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### resize_by_range(rng, inplace=True) + +**åæ°ï¼** +- **rng** â å ç» (èµ·å§å¼, ç»æå¼), å æ¬èµ·å§å¼ä½ä¸å æ¬ç»æå¼ +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### rotate_by_list(angle_list, num_case=1, inplace=True) + +**åæ°ï¼** +- **num_case** â æ转æä½æ°ç®ï¼ å¿ é¡»ä¸è¶ è¿angle_listçé¿åº¦ +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### rotate_by_range(rng, inplace=True) + +**åæ°ï¼** +- **rng** â 表示æ转è§åº¦èå´çå ç» (èµ·å§å¼, ç»æå¼), å æ¬èµ·å§å¼ä½ä¸å æ¬ç»æå¼ +- **inplace** â 对åå¾å¯¹è±¡æä½æè¿åä¸å¼ æ°å¾ + +--- + +#### singa.image_tool.color_cast(img, offset) + +对æ¯ä¸ªééå ä¸ä¸ä¸ªéæºå移å¼[-offset, offset]ã + +--- + +#### singa.image_tool.crop(img, patch, position) + +æªåç»å®ä½ç½®åç»å®å¤§å°çå¾ååã + +**åæ°ï¼** +- **patch (tuple)** â 宽ï¼é« +- **position (list(str))** â å·¦ä¸ï¼å·¦ä¸ï¼å³ä¸ï¼å³ä¸ï¼ä¸é´ + +--- + +#### singa.image_tool.crop_and_resize(img, patch, position) + +对ç»å®ä½ç½®ï¼æªåå¯è½çæ大æ¹æ¡å¹¶ç¼©æ¾å°ç»å®å°ºå¯¸ã + +**åæ°ï¼** +- **patch (tuple)** â 宽ï¼é« +- **position (list(str))** â å·¦ï¼ä¸ï¼å³ï¼ä¸ï¼ä¸ï¼ä¸ + +--- + +#### singa.image_tool.enhance(img, scale) + +对è²åº¦ã对æ¯åº¦ã亮度åé度éç¨éæºå¢å¼ºã + +**åæ°ï¼** +- **scale (float)** â å¢å¼ºèå´ [1-scale, 1+scale] + +--- + +#### singa.image_tool.load_img(path, grayscale=False) + +ä»ç»å®è·¯å¾è¯»åå¾åã + +--- + +#### singa.image_tool.resize(img, small_size) + +缩æ¾å¾å使å¾æç边达å°ç»å®å¤§å°ã + +--- Added: incubator/singa/site/trunk/zh/_sources/docs/index.rst.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/_sources/docs/index.rst.txt?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/zh/_sources/docs/index.rst.txt (added) +++ incubator/singa/site/trunk/zh/_sources/docs/index.rst.txt Fri Jun 8 15:29:00 2018 @@ -0,0 +1,38 @@ +.. Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. + + +ææ¡£ +============= + +.. toctree:: + + installation + software_stack + device + tensor + layer + net + initializer + loss + metric + optimizer + data + image_tool + snapshot + utils + model_zoo/index Added: incubator/singa/site/trunk/zh/_sources/docs/initializer.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/_sources/docs/initializer.md.txt?rev=1833193&view=auto ============================================================================== --- incubator/singa/site/trunk/zh/_sources/docs/initializer.md.txt (added) +++ incubator/singa/site/trunk/zh/_sources/docs/initializer.md.txt Fri Jun 8 15:29:00 2018 @@ -0,0 +1,41 @@ +# åå§åå¨(Initializer) + +## Python API + +æ®é使ç¨çåæ°åå§åæ¹æ³ï¼tensor对象ï¼ã + +示ä¾ç¨æ³ï¼ + +```python +from singa import tensor +from singa import initializer + +x = tensor.Tensor((3, 5)) +initializer.uniform(x, 3, 5) # use both fan_in and fan_out +initializer.uniform(x, 3, 0) # use only fan_in +``` +--- + +#### singa.initializer.uniform(t, fan_in=0, fan_out=0) + +æç §æå®åååå¸å¯¹è¾å ¥tensoråå§åã + +**åæ°ï¼** +- **fan_in (int)** â 对äºå·ç§¯å±æétensorï¼fan_in = nb_channel * kh * kw;对äºå ¨è¿æ¥å±ï¼fan_in = input_feature_length +- **fan_out (int)** â 对äºå·ç§¯å±æétensorï¼fan_out = nb_filter * kh * kw;对äºå ¨è¿æ¥å±ï¼fan_out = output_feature_length + +**åèæç®** [Bengio and Glorot 2010]ï¼ Understanding the difficulty of training deep feedforward neuralnetworks. + +--- + +#### singa.initializer.gaussian(t, fan_in=0, fan_out=0) + +æç §æå®é«æ¯åå¸å¯¹è¾å ¥tensoråå§åã + +**åæ°ï¼** +- **fan_in (int)** â 对äºå·ç§¯å±æétensorï¼fan_in = nb_channel * kh * kw;对äºå ¨è¿æ¥å±ï¼fan_in = input_feature_length +- **fan_out (int)** â 对äºå·ç§¯å±æétensorï¼fan_out = nb_filter * kh * kw;对äºå ¨è¿æ¥å±ï¼fan_out = output_feature_length + +**åèæç®** Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun: Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification + +---
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