blob: 01c9d90c48bb8273438ba47f015f213b20c33814 [file] [log] [blame]
<!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>模型库 &mdash; singa 2.0.0 documentation</title>
<script type="text/javascript" src="../../_static/js/modernizr.min.js"></script>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../../',
VERSION:'2.0.0',
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>
<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 rel="next" title="在Cifar-10上训练CNN" href="cifar10/README.html" />
<link rel="prev" title="Utils" href="../utils.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>
</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"> 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 class="current">
<li class="toctree-l1 current"><a class="reference internal" href="../index.html">文档</a><ul class="current">
<li class="toctree-l2"><a class="reference internal" href="../installation.html">安装</a></li>
<li class="toctree-l2"><a class="reference internal" href="../software_stack.html">软件架构</a></li>
<li class="toctree-l2"><a class="reference internal" href="../device.html">设备(Device)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../tensor.html">张量(Tensor)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../layer.html">层(Layer)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../net.html">前馈网络</a></li>
<li class="toctree-l2"><a class="reference internal" href="../initializer.html">初始化器(Initializer)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../loss.html">损失(Loss)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../metric.html">度量(Metric)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../optimizer.html">优化器(Optimizer)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../data.html">数据(Data)</a></li>
<li class="toctree-l2"><a class="reference internal" href="../image_tool.html">图像工具</a></li>
<li class="toctree-l2"><a class="reference internal" href="../snapshot.html">Snapshot</a></li>
<li class="toctree-l2"><a class="reference internal" href="../utils.html">Utils</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">模型库</a><ul>
<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html">在Cifar-10上训练CNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="char-rnn/README.html">在文本上训练Char-RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="mnist/README.html">在MNIST数据集上训练RBM模型</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/alexnet/README.html">在ImageNet上训练AlexNet</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/densenet/README.html">用DenseNet做图像分类</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/googlenet/README.html">用GoogleNet做图像分类</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/inception/README.html">用Inception V4做图像分类</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/resnet/README.html">用ResNet做图像分类</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/vgg/README.html">用VGG做图像分类</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="../../downloads.html">下载 SINGA</a></li>
</ul>
<p class="caption"><span class="caption-text">开发</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../develop/schedule.html">开发时间表</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../develop/how-contribute.html">如何贡献给 SINGA</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../develop/contribute-code.html">如何贡献代码</a></li>
</ul>
<p class="caption"><span class="caption-text">社区</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../../community/source-repository.html">源代码库</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../community/mail-lists.html">项目邮件列表</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../community/issue-tracking.html">问题追踪</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../community/team-list.html">SINGA团队</a></li>
</ul>
</div>
</div>
</nav>
<section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
<nav class="wy-nav-top" aria-label="top navigation">
<i data-toggle="wy-nav-top" class="fa fa-bars"></i>
<a href="../../index.html">singa</a>
</nav>
<div class="wy-nav-content">
<div class="rst-content">
<div role="navigation" aria-label="breadcrumbs navigation">
<ul class="wy-breadcrumbs">
<li><a href="../../index.html">Docs</a> &raquo;</li>
<li><a href="../index.html">文档</a> &raquo;</li>
<li>模型库</li>
<li class="wy-breadcrumbs-aside">
</li>
</ul>
<hr/>
</div>
<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div itemprop="articleBody">
<div class="section" id="id1">
<h1>模型库<a class="headerlink" href="#id1" title="Permalink to this headline"></a></h1>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="cifar10/README.html">在Cifar-10上训练CNN</a><ul>
<li class="toctree-l2"><a class="reference internal" href="cifar10/README.html#id1">操作说明</a><ul>
<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#singa">SINGA安装</a></li>
<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#id2">数据准备</a></li>
<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#id3">训练</a></li>
<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#id4">预测</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="char-rnn/README.html">在文本上训练Char-RNN</a><ul>
<li class="toctree-l2"><a class="reference internal" href="char-rnn/README.html#id1">操作说明</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="mnist/README.html">在MNIST数据集上训练RBM模型</a><ul>
<li class="toctree-l2"><a class="reference internal" href="mnist/README.html#id1">操作说明</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/alexnet/README.html">在ImageNet上训练AlexNet</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/alexnet/README.html#id1">操作说明</a><ul>
<li class="toctree-l3"><a class="reference internal" href="imagenet/alexnet/README.html#singa">编译SINGA</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/alexnet/README.html#id2">数据下载</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/alexnet/README.html#id3">数据预处理</a></li>
<li class="toctree-l3"><a class="reference internal" href="imagenet/alexnet/README.html#id4">训练</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/densenet/README.html">用DenseNet做图像分类</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/densenet/README.html#id1">操作说明</a></li>
<li class="toctree-l2"><a class="reference internal" href="imagenet/densenet/README.html#id2">详细信息</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/googlenet/README.html">用GoogleNet做图像分类</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/googlenet/README.html#id1">操作说明</a></li>
<li class="toctree-l2"><a class="reference internal" href="imagenet/googlenet/README.html#id2">详细信息</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/inception/README.html">用Inception V4做图像分类</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/inception/README.html#id1">操作说明</a></li>
<li class="toctree-l2"><a class="reference internal" href="imagenet/inception/README.html#id2">详细信息</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/resnet/README.html">用ResNet做图像分类</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/resnet/README.html#id1">操作说明</a></li>
<li class="toctree-l2"><a class="reference internal" href="imagenet/resnet/README.html#id2">详细信息</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="imagenet/vgg/README.html">用VGG做图像分类</a><ul>
<li class="toctree-l2"><a class="reference internal" href="imagenet/vgg/README.html#id1">操作说明</a></li>
<li class="toctree-l2"><a class="reference internal" href="imagenet/vgg/README.html#id2">详细信息</a></li>
</ul>
</li>
</ul>
</div>
</div>
</div>
</div>
<footer>
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
<a href="cifar10/README.html" class="btn btn-neutral float-right" title="在Cifar-10上训练CNN" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
<a href="../utils.html" class="btn btn-neutral float-left" title="Utils" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
</div>
<hr/>
<div role="contentinfo">
<p>
&copy; Copyright 2019 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">
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"> singa </span>
v: latest
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
<dl>
<dt>Languages</dt>
<dd><a href="../../../index.html">English</a></dd>
<dd><a href="../.././index.html">中文</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://www.apache.org"
style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
<a href="http://www.apache.org/events/current-event"
style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
<a href="http://www.apache.org/foundation/thanks.html"
style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
<a href="http://www.apache.org/foundation/sponsorship.html"
style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
<a href="http://www.apache.org/licenses/"
style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
<br>
<a href="https://github.com/apache/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/apache/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/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>