Google Git
Sign in
apache / singa-site / 880502395b7c5f9727ef6c00e72bead0663f1fa3 / . / content / docs / 4.0.0_Viet / contribute-code / index.html
blob: b4aa51bd8eee31f95dba59825945d650b07c59f0 [file] [log] [blame]
<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Tham gia viết code · Apache SINGA</title><meta name="viewport" content="width=device-width"/><meta name="generator" content="Docusaurus"/><meta name="description" content="&lt;!-- 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 &quot;License&quot;); 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 &quot;AS IS&quot; 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. --&gt;"/><meta name="docsearch:version" content="4.0.0_Viet"/><meta name="docsearch:language" content="en"/><meta property="og:title" content="Tham gia viết code · Apache SINGA"/><meta property="og:type" content="website"/><meta property="og:url" content="https://singa.apache.org/"/><meta property="og:description" content="&lt;!-- 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 &quot;License&quot;); 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 &quot;AS IS&quot; 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. --&gt;"/><meta property="og:image" content="https://singa.apache.org/img/singa_twitter_banner.jpeg"/><meta name="twitter:card" content="summary"/><meta name="twitter:image" content="https://singa.apache.org/img/singa_twitter_banner.jpeg"/><link rel="shortcut icon" href="/img/favicon.ico"/><link rel="stylesheet" href="https://cdn.jsdelivr.net/docsearch.js/1/docsearch.min.css"/><link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/atom-one-dark.min.css"/><link rel="alternate" type="application/atom+xml" href="https://singa.apache.org/blog/atom.xml" title="Apache SINGA Blog ATOM Feed"/><link rel="alternate" type="application/rss+xml" href="https://singa.apache.org/blog/feed.xml" title="Apache SINGA Blog RSS Feed"/><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Source+Sans+Pro:400,400i,700"/><link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Baloo+Paaji+2&amp;family=Source+Sans+Pro:wght@200;300&amp;display=swap"/><script type="text/javascript" src="https://buttons.github.io/buttons.js"></script><script src="https://unpkg.com/vanilla-back-to-top@7.1.14/dist/vanilla-back-to-top.min.js"></script><script>
document.addEventListener('DOMContentLoaded', function() {
addBackToTop(
{"zIndex":100}
)
});
</script><script src="/js/scrollSpy.js"></script><link rel="stylesheet" href="/css/main.css"/><script src="/js/codetabs.js"></script></head><body class="sideNavVisible separateOnPageNav"><div class="fixedHeaderContainer"><div class="headerWrapper wrapper"><header><a href="/"><img class="logo" src="/img/singa.png" alt="Apache SINGA"/></a><a href="/versions"><h3>4.0.0_Viet</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-internal"><li class="siteNavGroupActive"><a href="/docs/4.0.0_Viet/installation" target="_self">Docs</a></li><li class=""><a href="/docs/4.0.0_Viet/source-repository" target="_self">Community</a></li><li class=""><a href="/blog/" target="_self">News</a></li><li class=""><a href="https://apache-singa.readthedocs.io/en/latest/" target="_self">API</a></li><li class="navSearchWrapper reactNavSearchWrapper"><input type="text" id="search_input_react" placeholder="Search" title="Search"/></li><li class=""><a href="https://github.com/apache/singa" target="_self">GitHub</a></li></ul></nav></div></header></div></div><div class="navPusher"><div class="docMainWrapper wrapper"><div class="docsNavContainer" id="docsNav"><nav class="toc"><div class="toggleNav"><section class="navWrapper wrapper"><div class="navBreadcrumb wrapper"><div class="navToggle" id="navToggler"><div class="hamburger-menu"><div class="line1"></div><div class="line2"></div><div class="line3"></div></div></div><h2><i>›</i><span>Development</span></h2><div class="tocToggler" id="tocToggler"><i class="icon-toc"></i></div></div><div class="navGroups"><div class="navGroup"><h3 class="navGroupCategoryTitle">Getting Started</h3><ul class=""><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/installation">Cài đặt</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/software-stack">Software Stack</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/examples">Ví Dụ</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle">Guides</h3><ul class=""><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/device">Device</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/tensor">Tensor</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/autograd">Autograd</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/optimizer">Optimizer</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/graph">Model</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/onnx">ONNX</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/dist-train">Distributed Training</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/time-profiling">Time Profiling</a></li></ul></div><div class="navGroup"><h3 class="navGroupCategoryTitle">Development</h3><ul class=""><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/downloads">Tải SINGA</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/build">Cài đặt SINGA từ Nguồn (Source)</a></li><li class="navListItem navListItemActive"><a class="navItem" href="/docs/4.0.0_Viet/contribute-code">Tham gia viết code</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/contribute-docs">Tham gia chỉnh sửa Hướng Dẫn Sử Dụng</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/how-to-release">Chuẩn bị trước khi phát hành</a></li><li class="navListItem"><a class="navItem" href="/docs/4.0.0_Viet/git-workflow">Quy Trình Sử Dụng Git</a></li></ul></div></div></section></div><script>
var coll = document.getElementsByClassName('collapsible');
var checkActiveCategory = true;
for (var i = 0; i < coll.length; i++) {
var links = coll[i].nextElementSibling.getElementsByTagName('*');
if (checkActiveCategory){
for (var j = 0; j < links.length; j++) {
if (links[j].classList.contains('navListItemActive')){
coll[i].nextElementSibling.classList.toggle('hide');
coll[i].childNodes[1].classList.toggle('rotate');
checkActiveCategory = false;
break;
}
}
}
coll[i].addEventListener('click', function() {
var arrow = this.childNodes[1];
arrow.classList.toggle('rotate');
var content = this.nextElementSibling;
content.classList.toggle('hide');
});
}
document.addEventListener('DOMContentLoaded', function() {
createToggler('#navToggler', '#docsNav', 'docsSliderActive');
createToggler('#tocToggler', 'body', 'tocActive');
var headings = document.querySelector('.toc-headings');
headings && headings.addEventListener('click', function(event) {
var el = event.target;
while(el !== headings){
if (el.tagName === 'A') {
document.body.classList.remove('tocActive');
break;
} else{
el = el.parentNode;
}
}
}, false);
function createToggler(togglerSelector, targetSelector, className) {
var toggler = document.querySelector(togglerSelector);
var target = document.querySelector(targetSelector);
if (!toggler) {
return;
}
toggler.onclick = function(event) {
event.preventDefault();
target.classList.toggle(className);
};
}
});
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/contribute-code.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Tham gia viết code</h1></header><article><div><span><!-- 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. -->
<h2><a class="anchor" aria-hidden="true" id="định-dạng-mã-code"></a><a href="#định-dạng-mã-code" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Định dạng mã code</h2>
<p>Nền tảng code của SINGA tuân theo định dạng Google cho cả code
<a href="http://google-styleguide.googlecode.com/svn/trunk/cppguide.xml">CPP</a> và
<a href="http://google.github.io/styleguide/pyguide.html">Python</a>.</p>
<p>Một cách đơn giản để thực hiện định dạng lập trình Google là sử dụng linting và
các công cụ định dạng trong Visual Studio Code editor:</p>
<ul>
<li><a href="https://marketplace.visualstudio.com/items?itemName=ms-vscode.cpptools">C/C++ extension</a></li>
<li><a href="https://marketplace.visualstudio.com/items?itemName=ms-python.python">Python extension</a></li>
<li><a href="https://marketplace.visualstudio.com/items?itemName=mine.cpplint">cpplint extension</a></li>
<li><a href="https://marketplace.visualstudio.com/items?itemName=xaver.clang-format">Clang-Format</a></li>
</ul>
<p>Sau khi cài extensions, chỉnh sửa tệp tin <code>settings.json</code>.</p>
<pre><code class="hljs css language-json">{
<span class="hljs-attr">"[cpp]"</span>: {
<span class="hljs-attr">"editor.defaultFormatter"</span>: <span class="hljs-string">"xaver.clang-format"</span>
},
<span class="hljs-attr">"cpplint.cpplintPath"</span>: <span class="hljs-string">"path/to/cpplint"</span>,
<span class="hljs-attr">"editor.formatOnSave"</span>: <span class="hljs-literal">true</span>,
<span class="hljs-attr">"python.formatting.provider"</span>: <span class="hljs-string">"yapf"</span>,
<span class="hljs-attr">"python.linting.enabled"</span>: <span class="hljs-literal">true</span>,
<span class="hljs-attr">"python.linting.lintOnSave"</span>: <span class="hljs-literal">true</span>,
<span class="hljs-attr">"clang-format.language.cpp.style"</span>: <span class="hljs-string">"google"</span>,
<span class="hljs-attr">"python.formatting.yapfArgs"</span>: [<span class="hljs-string">"--style"</span>, <span class="hljs-string">"{based_on_style: google}"</span>]
}
</code></pre>
<p>Dựa vào nền tảng bạn đang sử dụng. tệp tin user settings được đặt tại đây:</p>
<ol>
<li>Windows %APPDATA%\Code\User\settings.json</li>
<li>macOS &quot;$HOME/Library/Application Support/Code/User/settings.json&quot;</li>
<li>Linux &quot;$HOME/.config/Code/User/settings.json&quot;</li>
</ol>
<p>Thông số cấu hình cụ thể có trong các tệp tin config file tuơng ứng. Những công
cụ này sẽ tự động tìm kiếm các tập tin cấu hình configuration files trong root
của dự án, vd. <code>.pylintrc</code>.</p>
<h4><a class="anchor" aria-hidden="true" id="cài-đặt-công-cụ"></a><a href="#cài-đặt-công-cụ" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Cài đặt công cụ</h4>
<p>Tốt nhất là tất cả người tham gia viết mã code sử dụng cùng một phiên bản công
cụ định dạng mã code (clang-format 9.0.0 và yapf 0.29.0), để tất cả định dạng mã
code sẽ giống nhau dù thuộc về các PRs khác nhau, nhằm tránh tạo conflict trong
github pull request.</p>
<p>Trước tiên, cài đặt LLVM 9.0 cung cấp clang-format phiên bản 9.0.0. Trang tải
LLVM là:</p>
<ul>
<li><p><a href="http://releases.llvm.org/download.html#9.0.0">LLVM</a></p>
<ul>
<li><p>Trên Ubuntu</p>
<pre><code class="hljs css language-sh">sudo apt-get install clang-format-9
</code></pre></li>
<li><p>Trên Windows. Tải gói pre-built và cài đặt</p></li>
</ul></li>
</ul>
<p>Sau đó, cài cpplint, pylint và yapf</p>
<ul>
<li><p>Ubuntu or OSX:</p>
<pre><code class="hljs"><span class="hljs-meta">$</span><span class="bash"> sudo pip install cpplint</span>
<span class="hljs-meta">$</span><span class="bash"> <span class="hljs-built_in">which</span> cpplint</span>
/path/to/cpplint
<span class="hljs-meta">
$</span><span class="bash"> pip install yapf==0.29.0</span>
<span class="hljs-meta">$</span><span class="bash"> pip install pylint</span>
</code></pre></li>
<li><p>Windows: Cài Anaconda cho gói quản lý package management.</p>
<pre><code class="hljs">$ pip <span class="hljs-keyword">install</span> cpplint
$ <span class="hljs-keyword">where</span> cpplint
C:/<span class="hljs-keyword">path</span>/<span class="hljs-keyword">to</span>/cpplint.exe
$ pip <span class="hljs-keyword">install</span> yapf==<span class="hljs-number">0.29</span><span class="hljs-number">.0</span>
$ pip <span class="hljs-keyword">install</span> pylint
</code></pre></li>
</ul>
<h4><a class="anchor" aria-hidden="true" id="sử-dụng"></a><a href="#sử-dụng" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Sử dụng</h4>
<ul>
<li>Sau khi kích hoạt, linting sẽ tự động được áp dụng khi bạn chỉnh sửa các tập
tin mã code nguồn (source code file). Lỗi và cảnh báo sẽ hiển thị trên thanh
Visual Studio Code <code>PROBLEMS</code>.</li>
<li>Định dạng mã code có thể thực hiện bằng cách sử dụng Command
Palette(<code>Shift+Ctrl+P</code> cho Windows hay <code>Shift+Command+P</code> cho OSX) và gõ
<code>Format Document</code>.</li>
</ul>
<h4><a class="anchor" aria-hidden="true" id="gửi"></a><a href="#gửi" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Gửi</h4>
<p>Bạn cần phải chữa lỗi định dạng nếu có trước khi gửi đi pull requests.</p>
<h2><a class="anchor" aria-hidden="true" id="tạo-environment"></a><a href="#tạo-environment" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Tạo Environment</h2>
<p>Chúng tôi khuyến khích dùng Visual Studio Code để viết code. Có thể cài các
Extensions như Python, C/C++, Code Spell Checker, autoDocstring, vim, Remote
Development. Tham khảo cấu hình (vd., <code>settings.json</code>) của các extensions
<a href="https://gist.github.com/nudles/3d23cfb6ffb30ca7636c45fe60278c55">tại đây</a>.</p>
<p>Nếu bạn cập nhật mã code CPP, bạn cần recompile SINGA <a href="/docs/4.0.0_Viet/build">từ nguồn</a>.
Nên sử dụng các công cụ cài đặt cơ bản trong <code>*-devel</code> Docker images hay
<code>conda build</code>.</p>
<p>Nếu bạn chỉ cập nhật mã code Python, bạn cần cài đặt SINGAS một lần, sau đó copy
các tập tin Python cập nhật để thay thế chúng trong thư mục cài đặt Python,</p>
<pre><code class="hljs css language-shell">cp python/singa/xx.py &lt;path to conda&gt;/lib/python3.7/site-packages/singa/
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="trình-tự"></a><a href="#trình-tự" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>Trình Tự</h2>
<p>Vui lòng tham khảo mục <a href="/docs/4.0.0_Viet/git-workflow">git workflow</a>.</p>
</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/4.0.0_Viet/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/4.0.0_Viet/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#định-dạng-mã-code">Định dạng mã code</a></li><li><a href="#tạo-environment">Tạo Environment</a></li><li><a href="#trình-tự">Trình Tự</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Examples</a><a href="/docs/download-singa">Development</a></div><div><h5>Community</h5><a href="/en/users.html">User Showcase</a><a href="/docs/history-singa">SINGA History</a><a href="/docs/team-list">SINGA Team</a><a href="/blog">SINGA News</a><a href="https://github.com/apache/singa">GitHub</a><div class="social"><a class="github-button" href="https://github.com/apache/singa" data-count-href="/apache/singa/stargazers" data-show-count="true" data-count-aria-label="# stargazers on GitHub" aria-label="Star this project on GitHub">apache/singa-doc</a></div><div class="social"><a href="https://twitter.com/ApacheSINGA" class="twitter-follow-button">Follow @ApacheSINGA</a></div></div><div><h5>Apache Software Foundation</h5><a href="https://apache.org/" target="_blank" rel="noreferrer noopener">Foundation</a><a href="http://www.apache.org/licenses/" target="_blank" rel="noreferrer noopener">License</a><a href="http://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noreferrer noopener">Sponsorship</a><a href="http://www.apache.org/foundation/thanks.html" target="_blank" rel="noreferrer noopener">Thanks</a><a href="http://www.apache.org/events/current-event" target="_blank" rel="noreferrer noopener">Events</a><a href="http://www.apache.org/security/" target="_blank" rel="noreferrer noopener">Security</a></div></section><div style="width:100%;text-align:center"><a href="https://apache.org/" target="_blank" rel="noreferrer noopener" class="ApacheOpenSource"><img src="/img/asf_logo_wide.svg" alt="Apache Open Source"/></a><section class="copyright" style="max-width:60%;margin:0 auto">Copyright © 2023
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.</section></div></footer></div><script type="text/javascript" src="https://cdn.jsdelivr.net/docsearch.js/1/docsearch.min.js"></script><script>window.twttr=(function(d,s, id){var js,fjs=d.getElementsByTagName(s)[0],t=window.twttr||{};if(d.getElementById(id))return t;js=d.createElement(s);js.id=id;js.src='https://platform.twitter.com/widgets.js';fjs.parentNode.insertBefore(js, fjs);t._e = [];t.ready = function(f) {t._e.push(f);};return t;}(document, 'script', 'twitter-wjs'));</script><script>
document.addEventListener('keyup', function(e) {
if (e.target !== document.body) {
return;
}
// keyCode for '/' (slash)
if (e.keyCode === 191) {
const search = document.getElementById('search_input_react');
search && search.focus();
}
});
</script><script>
var search = docsearch({
apiKey: '45202133606c0b5fa6d21cddc4725dd8',
indexName: 'apache_singa',
inputSelector: '#search_input_react',
algoliaOptions: {"facetFilters":["language:en","version:3.0.0"]}
});
</script></body></html>