Added: incubator/singa/site/trunk/en/docs/utils.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/utils.html?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/docs/utils.html (added) +++ incubator/singa/site/trunk/en/docs/utils.html Wed Apr 24 14:57:35 2019 @@ -0,0 +1,313 @@ + + + +<!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>Utils — incubator-singa 1.1.0 documentation</title> + + + + + + + + + <script type="text/javascript" src="../_static/js/modernizr.min.js"></script> + + + <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script> + <script type="text/javascript" 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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"> 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" 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href="metric.html">Metric</a></li> +<li class="toctree-l2"><a class="reference internal" href="optimizer.html">Optimizer</a></li> +<li class="toctree-l2"><a class="reference internal" href="autograd.html">Autograd in Singa</a></li> +<li class="toctree-l2"><a class="reference internal" href="data.html">Data</a></li> +<li class="toctree-l2"><a class="reference internal" href="image_tool.html">Image Tool</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="converter.html">Caffe Converter</a></li> +<li class="toctree-l2 current"><a class="current reference internal" href="#">Utils</a></li> +<li class="toctree-l2"><a class="reference internal" href="model_zoo/index.html">Model Zoo</a></li> +<li class="toctree-l2"><a class="reference internal" href="security.html">Security</a></li> +</ul> +</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> +<li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li> +<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li> +<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li> +<li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li> +<li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute to Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="../develop/how-to-release.html">How to prepare a release</a></li> +</ul> +<p class="caption"><span class="caption-text">Community</span></p> +<ul> +<li class="toctree-l1"><a class="reference internal" href="../community/source-repository.html">Source Repository</a></li> +<li class="toctree-l1"><a class="reference internal" href="../community/mail-lists.html">Project Mailing Lists</a></li> +<li class="toctree-l1"><a class="reference internal" href="../community/issue-tracking.html">Issue Tracking</a></li> +<li class="toctree-l1"><a class="reference internal" href="../community/team-list.html">The SINGA Team</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">incubator-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> »</li> + + <li><a href="index.html">Documentation</a> »</li> + + <li>Utils</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="module-singa.utils"> +<span id="utils"></span><h1>Utils<a class="headerlink" href="#module-singa.utils" title="Permalink to this headline">¶</a></h1> +<dl class="function"> +<dt id="singa.utils.update_progress"> +<code class="descclassname">singa.utils.</code><code class="descname">update_progress</code><span class="sig-paren">(</span><em>progress</em>, <em>info</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.utils.update_progress" title="Permalink to this definition">¶</a></dt> +<dd><p>Display progress bar and user info.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters</dt> +<dd class="field-odd"><ul class="simple"> +<li><p><strong>progress</strong> (<em>float</em>) â progress [0, 1], negative for halt, and >=1 for done.</p></li> +<li><p><strong>info</strong> (<em>str</em>) â a string for user provided info to be displayed.</p></li> +</ul> +</dd> +</dl> +</dd></dl> + +</div> + + + </div> + + </div> + <footer> + + <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation"> + + <a href="model_zoo/index.html" class="btn btn-neutral float-right" title="Model Zoo" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a> + + + <a href="converter.html" class="btn btn-neutral float-left" title="Caffe Converter" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a> + + </div> + + + <hr/> + + <div role="contentinfo"> + <p> + © 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"> 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 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/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/downloads.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1858059&r1=1858058&r2=1858059&view=diff ============================================================================== --- incubator/singa/site/trunk/en/downloads.html (original) +++ incubator/singa/site/trunk/en/downloads.html Wed Apr 24 14:57:35 2019 @@ -1 +1,472 @@ -<script language="javascript" type="text/javascript">window.location.href='../downloads.html';</script> + + + +<!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>Download SINGA — incubator-singa 1.1.0 documentation</title> + + + + + + + + + <script type="text/javascript" src="_static/js/modernizr.min.js"></script> + + + <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></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/language_data.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="Development Schedule" href="develop/schedule.html" /> + <link rel="prev" title="Security" href="docs/security.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"> 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 class="current"> +<li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li> +<li class="toctree-l1 current"><a class="current reference internal" href="#">Download SINGA</a></li> +</ul> +<p class="caption"><span class="caption-text">Development</span></p> +<ul> +<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li> +<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li> +<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li> +<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li> +<li class="toctree-l1"><a class="reference internal" href="develop/contribute-docs.html">How to Contribute to Documentation</a></li> +<li class="toctree-l1"><a class="reference internal" href="develop/how-to-release.html">How to prepare a release</a></li> +</ul> +<p class="caption"><span class="caption-text">Community</span></p> +<ul> +<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li> +<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li> +<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li> +<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</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">incubator-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> »</li> + + <li>Download SINGA</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"> + + <!-- + 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. +--><div class="section" id="download-singa"> +<h1>Download SINGA<a class="headerlink" href="#download-singa" title="Permalink to this headline">¶</a></h1> +<ul> +<li><p>To verify the downloaded tar.gz file, download the KEY and ASC files and then execute the following commands</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span> <span class="o">%</span> <span class="n">gpg</span> <span class="o">--</span><span class="kn">import</span> <span class="nn">KEYS</span> + <span class="o">%</span> <span class="n">gpg</span> <span class="o">--</span><span class="n">verify</span> <span class="n">downloaded_file</span><span class="o">.</span><span class="n">asc</span> <span class="n">downloaded_file</span> +</pre></div> +</div> +<p>You can also check the SHA512 or MD5 values to see if the download is completed.</p> +</li> +<li><p>v2.0.0 (20 April 2019):</p> +<ul class="simple"> +<li><p><a class="reference external" href="http://www.apache.org/dyn/closer.cgi/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz";>Apache SINGA 2.0.0</a> +<a class="reference external" href="https://www.apache.org/dist/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz.sha512";>[SHA512]</a> +<a class="reference external" href="https://www.apache.org/dist/incubator/singa/2.0.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://www.apache.org/dist/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_2.0.0.html">Release Notes 2.0.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p>Enhance autograd (for Convolution networks and recurrent networks)</p></li> +<li><p>Support ONNX</p></li> +<li><p>Improve the CPP operations via Intel MKL DNN lib</p></li> +<li><p>Implement tensor broadcasting</p></li> +<li><p>Move Docker images under Apache user name</p></li> +<li><p>Update depdent lib versions in conda-build config</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v1.2.0 (6 June 2018):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz";>Apache SINGA 1.2.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512";>[SHA512]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.2.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_1.2.0.html">Release Notes 1.2.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p>Implement autograd (currently support MLP model)</p></li> +<li><p>Upgrade PySinga to support Python 3</p></li> +<li><p>Improve the Tensor class with the stride field</p></li> +<li><p>Upgrade cuDNN from V5 to V7</p></li> +<li><p>Add VGG, Inception V4, ResNet, and DenseNet for ImageNet classification</p></li> +<li><p>Create alias for conda packages</p></li> +<li><p>Complete documentation in Chinese</p></li> +<li><p>Add instructions for running Singa on Windows</p></li> +<li><p>Update the compilation, CI</p></li> +<li><p>Fix some bugs</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v1.1.0 (12 February 2017):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz";>Apache SINGA 1.1.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz.md5";>[MD5]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.1.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_1.1.0.html">Release Notes 1.1.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p>Create Docker images (CPU and GPU versions)</p></li> +<li><p>Create Amazon AMI for SINGA (CPU version)</p></li> +<li><p>Integrate with Jenkins for automatically generating Wheel and Debian packages (for installation), and updating the website.</p></li> +<li><p>Enhance the FeedFowardNet, e.g., multiple inputs and verbose mode for debugging</p></li> +<li><p>Add Concat and Slice layers</p></li> +<li><p>Extend CrossEntropyLoss to accept instance with multiple labels</p></li> +<li><p>Add image_tool.py with image augmentation methods</p></li> +<li><p>Support model loading and saving via the Snapshot API</p></li> +<li><p>Compile SINGA source on Windows</p></li> +<li><p>Compile mandatory dependent libraries together with SINGA code</p></li> +<li><p>Enable Java binding (basic) for SINGA</p></li> +<li><p>Add version ID in checkpointing files</p></li> +<li><p>Add Rafiki toolkit for providing RESTFul APIs</p></li> +<li><p>Add examples pretrained from Caffe, including GoogleNet</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v1.0.0 (8 September 2016):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.0.0/apache-singa-incubating-1.0.0.tar.gz";>Apache SINGA 1.0.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.0.0/apache-singa-incubating-1.0.0.tar.gz.md5";>[MD5]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa//1.0.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.0.0/apache-singa-incubating-1.0.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_1.0.0.html">Release Notes 1.0.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p>Tensor abstraction for supporting more machine learning models.</p></li> +<li><p>Device abstraction for running on different hardware devices, including CPU, (Nvidia/AMD) GPU and FPGA (to be tested in later versions).</p></li> +<li><p>Replace GNU autotool with cmake for compilation.</p></li> +<li><p>Support Mac OS</p></li> +<li><p>Improve Python binding, including installation and programming</p></li> +<li><p>More deep learning models, including VGG and ResNet</p></li> +<li><p>More IO classes for reading/writing files and encoding/decoding data</p></li> +<li><p>New network communication components directly based on Socket.</p></li> +<li><p>Cudnn V5 with Dropout and RNN layers.</p></li> +<li><p>Replace website building tool from maven to Sphinx</p></li> +<li><p>Integrate Travis-CI</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v0.3.0 (20 April 2016):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/apache-singa-incubating-0.3.0.tar.gz";>Apache SINGA 0.3.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/apache-singa-incubating-0.3.0.tar.gz.md5";>[MD5]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/apache-singa-incubating-0.3.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_0.3.0.html">Release Notes 0.3.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p><a class="reference external" href="v0.3.0/gpu.html">Training on GPU cluster</a> enables training of deep learning models over a GPU cluster.</p></li> +<li><p><a class="reference external" href="v0.3.0/python.html">Python wrapper improvement</a> makes it easy to configure the job, including neural net and SGD algorithm.</p></li> +<li><p><a class="reference external" href="v0.3.0/updater.html">New SGD updaters</a> are added, including Adam, AdaDelta and AdaMax.</p></li> +<li><p><a class="reference external" href="v0.3.0/installation.html">Installation</a> has fewer dependent libraries for single node training.</p></li> +<li><p>Heterogeneous training with CPU and GPU.</p></li> +<li><p>Support cuDNN V4.</p></li> +<li><p>Data prefetching.</p></li> +<li><p>Fix some bugs.</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v0.2.0 (14 January 2016):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/apache-singa-incubating-0.2.0.tar.gz";>Apache SINGA 0.2.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/apache-singa-incubating-0.2.0.tar.gz.md5";>[MD5]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/apache-singa-incubating-0.2.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_0.2.0.html">Release Notes 0.2.0</a></p></li> +<li><p>New features and major updates,</p> +<ul> +<li><p><a class="reference external" href="v0.2.0/gpu.html">Training on GPU</a> enables training of complex models on a single node with multiple GPU cards.</p></li> +<li><p><a class="reference external" href="v0.2.0/hybrid.html">Hybrid neural net partitioning</a> supports data and model parallelism at the same time.</p></li> +<li><p><a class="reference external" href="v0.2.0/python.html">Python wrapper</a> makes it easy to configure the job, including neural net and SGD algorithm.</p></li> +<li><p><a class="reference external" href="v0.2.0/general-rnn.html">RNN model and BPTT algorithm</a> are implemented to support applications based on RNN models, e.g., GRU.</p></li> +<li><p><a class="reference external" href="v0.2.0/distributed-training.html">Cloud software integration</a> includes Mesos, Docker and HDFS.</p></li> +<li><p>Visualization of neural net structure and layer information, which is helpful for debugging.</p></li> +<li><p>Linear algebra functions and random functions against Blobs and raw data pointers.</p></li> +<li><p>New layers, including SoftmaxLayer, ArgSortLayer, DummyLayer, RNN layers and cuDNN layers.</p></li> +<li><p>Update Layer class to carry multiple data/grad Blobs.</p></li> +<li><p>Extract features and test performance for new data by loading previously trained model parameters.</p></li> +<li><p>Add Store class for IO operations.</p></li> +</ul> +</li> +</ul> +</li> +<li><p>v0.1.0 (8 October 2015):</p> +<ul class="simple"> +<li><p><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/apache-singa-incubating-0.1.0.tar.gz";>Apache SINGA 0.1.0</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/apache-singa-incubating-0.1.0.tar.gz.md5";>[MD5]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/KEYS";>[KEYS]</a> +<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/apache-singa-incubating-0.1.0.tar.gz.asc";>[ASC]</a></p></li> +<li><p><a class="reference external" href="https://console.aws.amazon.com/ec2/v2/home?region=ap-southeast-1#LaunchInstanceWizard:ami=ami-b41001e6";>Amazon EC2 image</a></p></li> +<li><p><a class="reference external" href="releases/RELEASE_NOTES_0.1.0.html">Release Notes 0.1.0</a></p></li> +<li><p>Major features include,</p> +<ul> +<li><p>Installation using GNU build utility</p></li> +<li><p>Scripts for job management with zookeeper</p></li> +<li><p>Programming model based on NeuralNet and Layer abstractions.</p></li> +<li><p>System architecture based on Worker, Server and Stub.</p></li> +<li><p>Training models from three different model categories, namely, feed-forward models, energy models and RNN models.</p></li> +<li><p>Synchronous and asynchronous distributed training frameworks using CPU</p></li> +<li><p>Checkpoint and restore</p></li> +<li><p>Unit test using gtest</p></li> +</ul> +</li> +</ul> +</li> +</ul> +<p><strong>Disclaimer</strong></p> +<p>Apache SINGA is an effort undergoing incubation at The Apache Software +Foundation (ASF), sponsored by the name of Apache Incubator PMC. Incubation is +required of all newly accepted projects until a further review indicates that +the infrastructure, communications, and decision making process have stabilized +in a manner consistent with other successful ASF projects. While incubation +status is not necessarily a reflection of the completeness or stability of the +code, it does indicate that the project has yet to be fully endorsed by the +ASF.</p> +</div> + + + </div> + + </div> + <footer> + + <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation"> + + <a href="develop/schedule.html" class="btn btn-neutral float-right" title="Development Schedule" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a> + + + <a href="docs/security.html" class="btn btn-neutral float-left" title="Security" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a> + + </div> + + + <hr/> + + <div role="contentinfo"> + <p> + © 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. 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vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.abs">abs() (in module singa.tensor)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Accuracy">Accuracy (class in singa.metric)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Activation">Activation (class in singa.layer)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.AdaGrad">AdaGrad (class in singa.optimizer)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Adam">Adam (class in singa.optimizer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.add">add() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.add">(singa.net.FeedForwardNet method)</a> +</li> + </ul></li> + <li><a href="docs/tensor.html#singa.tensor.add_column">add_column() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.add_column">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + <li><a href="docs/tensor.html#singa.tensor.add_row">add_row() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.add_row">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + <li><a href="docs/tensor.html#singa.tensor.AddBias">AddBias (class in singa.tensor)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Constraint.apply">apply() (singa.optimizer.Constraint method)</a> + + <ul> + <li><a href="docs/optimizer.html#singa.optimizer.CppConstraint.apply">(singa.optimizer.CppConstraint method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.CppRegularizer.apply">(singa.optimizer.CppRegularizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.L2Constraint.apply">(singa.optimizer.L2Constraint method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.L2Regularizer.apply">(singa.optimizer.L2Regularizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply">(singa.optimizer.Optimizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Regularizer.apply">(singa.optimizer.Regularizer method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_regularizer_constraint">apply_regularizer_constraint() (singa.optimizer.Optimizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.AdaGrad.apply_with_lr">apply_with_lr() (singa.optimizer.AdaGrad method)</a> + + <ul> + <li><a href="docs/optimizer.html#singa.optimizer.Adam.apply_with_lr">(singa.optimizer.Adam method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Nesterov.apply_with_lr">(singa.optimizer.Nesterov method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_with_lr">(singa.optimizer.Optimizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.RMSProp.apply_with_lr">(singa.optimizer.RMSProp method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.SGD.apply_with_lr">(singa.optimizer.SGD method)</a> +</li> + </ul></li> + <li><a href="docs/layer.html#singa.layer.Layer.as_type">as_type() (singa.layer.Layer method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.average">average() (in module singa.tensor)</a> +</li> + <li><a href="docs/layer.html#singa.layer.AvgPooling1D">AvgPooling1D (class in singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.AvgPooling2D">AvgPooling2D (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.axpy">axpy() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="B">B</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.backprob">backprob() (singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Concat.backward">backward() (singa.layer.Concat method)</a> + + <ul> + <li><a href="docs/layer.html#singa.layer.Dummy.backward">(singa.layer.Dummy method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.L2Norm.backward">(singa.layer.L2Norm method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.backward">(singa.layer.Layer method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Merge.backward">(singa.layer.Merge method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.RNN.backward">(singa.layer.RNN method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Slice.backward">(singa.layer.Slice method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Split.backward">(singa.layer.Split method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.Loss.backward">(singa.loss.Loss method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.backward">(singa.loss.SigmoidCrossEntropy method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SquaredError.backward">(singa.loss.SquaredError method)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.backward">(singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.AddBias.backward">(singa.tensor.AddBias method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.CrossEntropy.backward">(singa.tensor.CrossEntropy method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Matmul.backward">(singa.tensor.Matmul method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Operation.backward">(singa.tensor.Operation method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.ReLU.backward">(singa.tensor.ReLU method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.SoftMax.backward">(singa.tensor.SoftMax method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.BatchNormalization">BatchNormalization (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.bernoulli">bernoulli() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.bernoulli">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + </ul></td> +</tr></table> + +<h2 id="C">C</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.Layer.caffe_layer">caffe_layer() (singa.layer.Layer method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.clone">clone() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.color_cast">color_cast() (in module singa.image_tool)</a> + + <ul> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.color_cast">(singa.image_tool.ImageTool method)</a> +</li> + </ul></li> + <li><a href="docs/layer.html#singa.layer.Concat">Concat (class in singa.layer)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Constraint">Constraint (class in singa.optimizer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Conv1D">Conv1D (class in singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Conv2D">Conv2D (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.copy">copy() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.copy_data">copy_data() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.copy_data_to_from">copy_data_to_from() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.copy_from_numpy">copy_from_numpy() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.copy_from_numpy">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/optimizer.html#singa.optimizer.CppConstraint">CppConstraint (class in singa.optimizer)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.CppRegularizer">CppRegularizer (class in singa.optimizer)</a> +</li> + <li><a href="docs/device.html#singa.device.create_cuda_gpus">create_cuda_gpus() (in module singa.device)</a> +</li> + <li><a href="docs/device.html#singa.device.create_cuda_gpus_on">create_cuda_gpus_on() (in module singa.device)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.crop">crop() (in module singa.image_tool)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop3">crop3() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop5">crop5() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop8">crop8() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.crop_and_resize">crop_and_resize() (in module singa.image_tool)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.CrossEntropy">CrossEntropy (class in singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.ctensor2numpy">ctensor2numpy() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="D">D</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.deepcopy">deepcopy() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Dense">Dense (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.div">div() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.div_column">div_column() (singa.tensor.Tensor method)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.div_row">div_row() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Dropout">Dropout (class in singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Dummy">Dummy (class in singa.layer)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Dummy">(class in singa.tensor)</a> +</li> + </ul></li> + </ul></td> +</tr></table> + +<h2 id="E">E</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.einsum">einsum() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.eltwise_mult">eltwise_mult() (in module singa.tensor)</a> +</li> + <li><a href="docs/layer.html#singa.layer.engine">engine (in module singa.layer)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.enhance">enhance() (in module singa.image_tool)</a> + + <ul> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.enhance">(singa.image_tool.ImageTool method)</a> +</li> + </ul></li> + <li><a href="docs/loss.html#singa.loss.Loss.evaluate">evaluate() (singa.loss.Loss method)</a> + + <ul> + <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.evaluate">(singa.loss.SigmoidCrossEntropy method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SquaredError.evaluate">(singa.loss.SquaredError method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Metric.evaluate">(singa.metric.Metric method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Precision.evaluate">(singa.metric.Precision method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Recall.evaluate">(singa.metric.Recall method)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.evaluate">(singa.net.FeedForwardNet method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.exp">exp() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="F">F</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet">FeedForwardNet (class in singa.net)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Flatten">Flatten (class in singa.layer)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.flip">flip() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.flip_down">flip_down() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Concat.forward">forward() (singa.layer.Concat method)</a> + + <ul> + <li><a href="docs/layer.html#singa.layer.Dummy.forward">(singa.layer.Dummy method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.L2Norm.forward">(singa.layer.L2Norm method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.forward">(singa.layer.Layer method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Merge.forward">(singa.layer.Merge method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.RNN.forward">(singa.layer.RNN method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Slice.forward">(singa.layer.Slice method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Split.forward">(singa.layer.Split method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.Loss.forward">(singa.loss.Loss method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.forward">(singa.loss.SigmoidCrossEntropy method)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SquaredError.forward">(singa.loss.SquaredError method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Metric.forward">(singa.metric.Metric method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Precision.forward">(singa.metric.Precision method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Recall.forward">(singa.metric.Recall method)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.forward">(singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.AddBias.forward">(singa.tensor.AddBias method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.CrossEntropy.forward">(singa.tensor.CrossEntropy method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Matmul.forward">(singa.tensor.Matmul method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Operation.forward">(singa.tensor.Operation method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.ReLU.forward">(singa.tensor.ReLU method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.SoftMax.forward">(singa.tensor.SoftMax method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.from_numpy">from_numpy() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="G">G</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/initializer.html#singa.initializer.gaussian">gaussian() (in module singa.initializer)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.gaussian">(in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.gaussian">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + <li><a href="docs/tensor.html#singa.tensor.ge">ge() (in module singa.tensor)</a> +</li> + <li><a href="docs/device.html#singa.device.get_default_device">get_default_device() (in module singa.device)</a> +</li> + <li><a href="docs/layer.html#singa.layer.get_layer_list">get_layer_list() (in module singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.AvgPooling1D.get_output_sample_shape">get_output_sample_shape() (singa.layer.AvgPooling1D method)</a> + + <ul> + <li><a href="docs/layer.html#singa.layer.Conv1D.get_output_sample_shape">(singa.layer.Conv1D method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Dummy.get_output_sample_shape">(singa.layer.Dummy method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.L2Norm.get_output_sample_shape">(singa.layer.L2Norm method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.get_output_sample_shape">(singa.layer.Layer method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.MaxPooling1D.get_output_sample_shape">(singa.layer.MaxPooling1D method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Merge.get_output_sample_shape">(singa.layer.Merge method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Slice.get_output_sample_shape">(singa.layer.Slice method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Split.get_output_sample_shape">(singa.layer.Split method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.GRU">GRU (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.gt">gt() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="I">I</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/data.html#singa.data.ImageBatchIter">ImageBatchIter (class in singa.data)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool">ImageTool (class in singa.image_tool)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.is_empty">is_empty() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.is_transpose">is_transpose() (singa.tensor.Tensor method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="L">L</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.l1">l1() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.l2">l2() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.L2Constraint">L2Constraint (class in singa.optimizer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.L2Norm">L2Norm (class in singa.layer)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.L2Regularizer">L2Regularizer (class in singa.optimizer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer">Layer (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.le">le() (in module singa.tensor)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.load">load() (singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.load_img">load_img() (in module singa.image_tool)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.log">log() (in module singa.tensor)</a> +</li> + <li><a href="docs/loss.html#singa.loss.Loss">Loss (class in singa.loss)</a> +</li> + <li><a href="docs/layer.html#singa.layer.LRN">LRN (class in singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.LSTM">LSTM (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.lt">lt() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="M">M</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Matmul">Matmul (class in singa.tensor)</a> +</li> + <li><a href="docs/layer.html#singa.layer.MaxPooling1D">MaxPooling1D (class in singa.layer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.MaxPooling2D">MaxPooling2D (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.memsize">memsize() (singa.tensor.Tensor method)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.Merge">Merge (class in singa.layer)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Metric">Metric (class in singa.metric)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.mult">mult() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.mult_column">mult_column() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.mult_row">mult_row() (singa.tensor.Tensor method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="N">N</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.ndim">ndim() (singa.tensor.Tensor method)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/optimizer.html#singa.optimizer.Nesterov">Nesterov (class in singa.optimizer)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.num_augmentation">num_augmentation() (singa.image_tool.ImageTool method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="O">O</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Operation">Operation (class in singa.tensor)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/optimizer.html#singa.optimizer.Optimizer">Optimizer (class in singa.optimizer)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="P">P</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.Layer.param_names">param_names() (singa.layer.Layer method)</a> + + <ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.param_names">(singa.net.FeedForwardNet method)</a> +</li> + </ul></li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.param_specs">param_specs() (singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.param_values">param_values() (singa.layer.Layer method)</a> + + <ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.param_values">(singa.net.FeedForwardNet method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/layer.html#singa.layer.Pooling2D">Pooling2D (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.pow">pow() (in module singa.tensor)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Precision">Precision (class in singa.metric)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.predict">predict() (singa.net.FeedForwardNet method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="R">R</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.random_crop">random_crop() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.random_crop_resize">random_crop_resize() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/snapshot.html#singa.snapshot.Snapshot.read">read() (singa.snapshot.Snapshot method)</a> +</li> + <li><a href="docs/metric.html#singa.metric.Recall">Recall (class in singa.metric)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.register">register() (singa.optimizer.Optimizer method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.Regularizer">Regularizer (class in singa.optimizer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.ReLU">ReLU (class in singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.reset_like">reset_like() (singa.tensor.Tensor method)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.reshape">reshape() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.reshape">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + <li><a href="docs/image_tool.html#singa.image_tool.resize">resize() (in module singa.image_tool)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_list">resize_by_list() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_range">resize_by_range() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/optimizer.html#singa.optimizer.RMSProp">RMSProp (class in singa.optimizer)</a> +</li> + <li><a href="docs/layer.html#singa.layer.RNN">RNN (class in singa.layer)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_list">rotate_by_list() (singa.image_tool.ImageTool method)</a> +</li> + <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_range">rotate_by_range() (singa.image_tool.ImageTool method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="S">S</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.save">save() (singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.set_value">set_value() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Conv2D.setup">setup() (singa.layer.Conv2D method)</a> + + <ul> + <li><a href="docs/layer.html#singa.layer.Dummy.setup">(singa.layer.Dummy method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.setup">(singa.layer.Layer method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Merge.setup">(singa.layer.Merge method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Pooling2D.setup">(singa.layer.Pooling2D method)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Split.setup">(singa.layer.Split method)</a> +</li> + </ul></li> + <li><a href="docs/optimizer.html#singa.optimizer.SGD">SGD (class in singa.optimizer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sigmoid">sigmoid() (in module singa.tensor)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy">SigmoidCrossEntropy (class in singa.loss)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sign">sign() (in module singa.tensor)</a> +</li> + <li><a href="docs/converter.html#module-singa.converter">singa.converter (module)</a> +</li> + <li><a href="docs/data.html#module-singa.data">singa.data (module)</a> +</li> + <li><a href="docs/device.html#module-singa.device">singa.device (module)</a> +</li> + <li><a href="docs/image_tool.html#module-singa.image_tool">singa.image_tool (module)</a> +</li> + <li><a href="docs/initializer.html#module-singa.initializer">singa.initializer (module)</a> +</li> + <li><a href="docs/layer.html#module-singa.layer">singa.layer (module)</a> +</li> + <li><a href="docs/loss.html#module-singa.loss">singa.loss (module)</a> +</li> + <li><a href="docs/metric.html#module-singa.metric">singa.metric (module)</a> +</li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/net.html#module-singa.net">singa.net (module)</a> +</li> + <li><a href="docs/optimizer.html#module-singa.optimizer">singa.optimizer (module)</a> +</li> + <li><a href="docs/snapshot.html#module-singa.snapshot">singa.snapshot (module)</a> +</li> + <li><a href="docs/tensor.html#module-singa.tensor">singa.tensor (module)</a> +</li> + <li><a href="docs/utils.html#module-singa.utils">singa.utils (module)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.size">size() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sizeof">sizeof() (in module singa.tensor)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Slice">Slice (class in singa.layer)</a> +</li> + <li><a href="docs/snapshot.html#singa.snapshot.Snapshot">Snapshot (class in singa.snapshot)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Softmax">Softmax (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.SoftMax">SoftMax (class in singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.softmax">softmax() (in module singa.tensor)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SoftmaxCrossEntropy">SoftmaxCrossEntropy (class in singa.loss)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Split">Split (class in singa.layer)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sqrt">sqrt() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.square">square() (in module singa.tensor)</a> +</li> + <li><a href="docs/loss.html#singa.loss.SquaredError">SquaredError (class in singa.loss)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sub">sub() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sum">sum() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sum_columns">sum_columns() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.sum_rows">sum_rows() (in module singa.tensor)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="T">T</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.T">T() (singa.tensor.Tensor method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.tanh">tanh() (in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor">Tensor (class in singa.tensor)</a> +</li> + <li><a href="docs/layer.html#singa.layer.Layer.to_device">to_device() (singa.layer.Layer method)</a> + + <ul> + <li><a href="docs/net.html#singa.net.FeedForwardNet.to_device">(singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.to_device">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/tensor.html#singa.tensor.to_host">to_host() (in module singa.tensor)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.Tensor.to_host">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + <li><a href="docs/tensor.html#singa.tensor.to_numpy">to_numpy() (in module singa.tensor)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.topo_sort">topo_sort() (singa.net.FeedForwardNet method)</a> +</li> + <li><a href="docs/net.html#singa.net.FeedForwardNet.train">train() (singa.net.FeedForwardNet method)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="U">U</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/initializer.html#singa.initializer.uniform">uniform() (in module singa.initializer)</a> + + <ul> + <li><a href="docs/tensor.html#singa.tensor.uniform">(in module singa.tensor)</a> +</li> + <li><a href="docs/tensor.html#singa.tensor.Tensor.uniform">(singa.tensor.Tensor method)</a> +</li> + </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/utils.html#singa.utils.update_progress">update_progress() (in module singa.utils)</a> +</li> + </ul></td> +</tr></table> + +<h2 id="W">W</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="docs/snapshot.html#singa.snapshot.Snapshot.write">write() (singa.snapshot.Snapshot method)</a> +</li> + </ul></td> +</tr></table> + + + + </div> + + </div> + <footer> + + + <hr/> + + <div role="contentinfo"> + <p> + © Copyright 2019 The Apache Software Foundation. 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