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Posted to commits@singa.apache.org by ch...@apache.org on 2020/11/22 06:16:31 UTC

[singa-site] 33/47: update the docs for v3.1.0.rc2

This is an automated email from the ASF dual-hosted git repository.

chrishkchris pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/singa-site.git

commit 1153403f2a8cc6b1ab7700f029d6432fdc36acfe
Author: wang wei <wa...@gmail.com>
AuthorDate: Mon Oct 19 16:06:30 2020 +0800

    update the docs for v3.1.0.rc2
---
 content/docs/next/how-to-release.html       | 36 ++++++++++++++++++++++++-----
 content/docs/next/how-to-release/index.html | 36 ++++++++++++++++++++++++-----
 content/docs/next/installation.html         |  4 ++--
 content/docs/next/installation/index.html   |  4 ++--
 content/docs/next/wheel-cpu.html            | 10 ++++----
 content/docs/next/wheel-cpu/index.html      | 10 ++++----
 content/docs/next/wheel-gpu.html            | 10 ++++----
 content/docs/next/wheel-gpu/index.html      | 10 ++++----
 8 files changed, 84 insertions(+), 36 deletions(-)

diff --git a/content/docs/next/how-to-release.html b/content/docs/next/how-to-release.html
index 5a6e6f1..b0a98be 100644
--- a/content/docs/next/how-to-release.html
+++ b/content/docs/next/how-to-release.html
@@ -145,21 +145,45 @@ mv ../../apache-singa-VERSION.tar.gz VERSION/
 <span class="hljs-built_in">cd</span> VERSION
 sha512sum apache-singa-VERSION.tar.gz &gt; apache-singa-VERSION.tar.gz.sha512
 gpg --armor --output apache-singa-VERSION.tar.gz.asc --detach-sig apache-singa-VERSION.tar.gz
+<span class="hljs-built_in">cd</span> ..
 svn add VERSION
-svn update
+svn commit
 </code></pre></li>
 </ol>
 <ol start="6">
-<li><p>Call for vote by sending an email</p>
+<li><p>Call for vote by sending an email. An example is provided as follows.</p>
 <pre><code class="hljs">To: dev@singa.apache.org
 Subject: [VOTE] <span class="hljs-keyword">Release</span> apache-singa-X.Y.Z (<span class="hljs-keyword">release</span> candidate N)
 
 Hi <span class="hljs-keyword">all</span>,
 
-I have created a <span class="hljs-keyword">build</span> <span class="hljs-keyword">for</span> Apache SINGA X.Y.Z, <span class="hljs-keyword">release</span> candidate N.
-The artifacts <span class="hljs-keyword">to</span> be voted <span class="hljs-keyword">on</span> <span class="hljs-keyword">are</span> located here:  xxxx
-The hashes <span class="hljs-keyword">of</span> the artifacts <span class="hljs-keyword">are</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">follows</span>: xxx
-<span class="hljs-keyword">Release</span> artifacts <span class="hljs-keyword">are</span> signed <span class="hljs-keyword">with</span> the <span class="hljs-keyword">following</span> <span class="hljs-keyword">key</span>: xxx
+I have created a <span class="hljs-keyword">build</span> <span class="hljs-keyword">for</span> Apache SINGA <span class="hljs-number">3.1</span><span class="hljs-number">.0</span>, <span class="hljs-keyword">release</span> candidate <span class="hljs-number">2.</span>
+
+The <span class="hljs-keyword">release</span> note <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>
+https://github.com/apache/singa/<span class="hljs-built_in">blob</span>/<span class="hljs-keyword">master</span>/RELEASE_NOTES.
+
+The artifacts <span class="hljs-keyword">to</span> be voted <span class="hljs-keyword">on</span> <span class="hljs-keyword">are</span> located here:
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2/apache-singa<span class="hljs-number">-3.1</span><span class="hljs-number">.0</span>.rc2.tar.gz
+  
+The hashes <span class="hljs-keyword">of</span> the artifacts <span class="hljs-keyword">are</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">follows</span>:
+SHA512: <span class="hljs-number">84545499</span>ad36da108c6a599edd1d853f82d331bc03273b5278515554866f0c698e881f956b2eabcb6b29c07fa9fa4ff1add5a777b58db8a6a2362cf383b5c04d  
+
+<span class="hljs-keyword">Release</span> artifacts <span class="hljs-keyword">are</span> signed <span class="hljs-keyword">with</span> the followingkey: 
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-keyword">KEYS</span>
+
+The signature <span class="hljs-keyword">file</span> <span class="hljs-keyword">is</span>:
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2/apache-singa<span class="hljs-number">-3.1</span><span class="hljs-number">.0</span>.rc2.tar.gz.asc
+
+The Github tag <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>:
+https://github.com/apache/singa/releases/tag/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2
+
+The documentation website <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>
+<span class="hljs-keyword">http</span>://singa.apache.org/docs/<span class="hljs-keyword">next</span>/installation/
+
+<span class="hljs-keyword">Some</span> examples <span class="hljs-keyword">are</span> available <span class="hljs-keyword">for</span> testing:
+https://github.com/apache/singa/tree/<span class="hljs-keyword">master</span>/examples
+
+
 Please vote <span class="hljs-keyword">on</span> releasing this package. The vote <span class="hljs-keyword">is</span> <span class="hljs-keyword">open</span> <span class="hljs-keyword">for</span> <span class="hljs-keyword">at</span> <span class="hljs-keyword">least</span>
 <span class="hljs-number">72</span> <span class="hljs-keyword">hours</span> <span class="hljs-keyword">and</span> passes <span class="hljs-keyword">if</span> a majority <span class="hljs-keyword">of</span> <span class="hljs-keyword">at</span> <span class="hljs-keyword">least</span> three +<span class="hljs-number">1</span> votes <span class="hljs-keyword">are</span> cast.
 
diff --git a/content/docs/next/how-to-release/index.html b/content/docs/next/how-to-release/index.html
index 5a6e6f1..b0a98be 100644
--- a/content/docs/next/how-to-release/index.html
+++ b/content/docs/next/how-to-release/index.html
@@ -145,21 +145,45 @@ mv ../../apache-singa-VERSION.tar.gz VERSION/
 <span class="hljs-built_in">cd</span> VERSION
 sha512sum apache-singa-VERSION.tar.gz &gt; apache-singa-VERSION.tar.gz.sha512
 gpg --armor --output apache-singa-VERSION.tar.gz.asc --detach-sig apache-singa-VERSION.tar.gz
+<span class="hljs-built_in">cd</span> ..
 svn add VERSION
-svn update
+svn commit
 </code></pre></li>
 </ol>
 <ol start="6">
-<li><p>Call for vote by sending an email</p>
+<li><p>Call for vote by sending an email. An example is provided as follows.</p>
 <pre><code class="hljs">To: dev@singa.apache.org
 Subject: [VOTE] <span class="hljs-keyword">Release</span> apache-singa-X.Y.Z (<span class="hljs-keyword">release</span> candidate N)
 
 Hi <span class="hljs-keyword">all</span>,
 
-I have created a <span class="hljs-keyword">build</span> <span class="hljs-keyword">for</span> Apache SINGA X.Y.Z, <span class="hljs-keyword">release</span> candidate N.
-The artifacts <span class="hljs-keyword">to</span> be voted <span class="hljs-keyword">on</span> <span class="hljs-keyword">are</span> located here:  xxxx
-The hashes <span class="hljs-keyword">of</span> the artifacts <span class="hljs-keyword">are</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">follows</span>: xxx
-<span class="hljs-keyword">Release</span> artifacts <span class="hljs-keyword">are</span> signed <span class="hljs-keyword">with</span> the <span class="hljs-keyword">following</span> <span class="hljs-keyword">key</span>: xxx
+I have created a <span class="hljs-keyword">build</span> <span class="hljs-keyword">for</span> Apache SINGA <span class="hljs-number">3.1</span><span class="hljs-number">.0</span>, <span class="hljs-keyword">release</span> candidate <span class="hljs-number">2.</span>
+
+The <span class="hljs-keyword">release</span> note <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>
+https://github.com/apache/singa/<span class="hljs-built_in">blob</span>/<span class="hljs-keyword">master</span>/RELEASE_NOTES.
+
+The artifacts <span class="hljs-keyword">to</span> be voted <span class="hljs-keyword">on</span> <span class="hljs-keyword">are</span> located here:
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2/apache-singa<span class="hljs-number">-3.1</span><span class="hljs-number">.0</span>.rc2.tar.gz
+  
+The hashes <span class="hljs-keyword">of</span> the artifacts <span class="hljs-keyword">are</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">follows</span>:
+SHA512: <span class="hljs-number">84545499</span>ad36da108c6a599edd1d853f82d331bc03273b5278515554866f0c698e881f956b2eabcb6b29c07fa9fa4ff1add5a777b58db8a6a2362cf383b5c04d  
+
+<span class="hljs-keyword">Release</span> artifacts <span class="hljs-keyword">are</span> signed <span class="hljs-keyword">with</span> the followingkey: 
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-keyword">KEYS</span>
+
+The signature <span class="hljs-keyword">file</span> <span class="hljs-keyword">is</span>:
+https://dist.apache.org/repos/dist/dev/singa/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2/apache-singa<span class="hljs-number">-3.1</span><span class="hljs-number">.0</span>.rc2.tar.gz.asc
+
+The Github tag <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>:
+https://github.com/apache/singa/releases/tag/<span class="hljs-number">3.1</span><span class="hljs-number">.0</span>.rc2
+
+The documentation website <span class="hljs-keyword">is</span> <span class="hljs-keyword">at</span>
+<span class="hljs-keyword">http</span>://singa.apache.org/docs/<span class="hljs-keyword">next</span>/installation/
+
+<span class="hljs-keyword">Some</span> examples <span class="hljs-keyword">are</span> available <span class="hljs-keyword">for</span> testing:
+https://github.com/apache/singa/tree/<span class="hljs-keyword">master</span>/examples
+
+
 Please vote <span class="hljs-keyword">on</span> releasing this package. The vote <span class="hljs-keyword">is</span> <span class="hljs-keyword">open</span> <span class="hljs-keyword">for</span> <span class="hljs-keyword">at</span> <span class="hljs-keyword">least</span>
 <span class="hljs-number">72</span> <span class="hljs-keyword">hours</span> <span class="hljs-keyword">and</span> passes <span class="hljs-keyword">if</span> a majority <span class="hljs-keyword">of</span> <span class="hljs-keyword">at</span> <span class="hljs-keyword">least</span> three +<span class="hljs-number">1</span> votes <span class="hljs-keyword">are</span> cast.
 
diff --git a/content/docs/next/installation.html b/content/docs/next/installation.html
index b170f9b..f1bae8b 100644
--- a/content/docs/next/installation.html
+++ b/content/docs/next/installation.html
@@ -114,13 +114,13 @@ versions are listed at the link.</p>
 <li>GPU With CUDA and cuDNN
 <a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
 </ol>
-<pre><code class="hljs css language-bash">pip install singa -f http://singa.apache.org/docs/next/wheel-cuda.html --trusted-host singa.apache.org
+<pre><code class="hljs css language-bash">pip install singa -f http://singa.apache.org/docs/next/wheel-gpu.html --trusted-host singa.apache.org
 </code></pre>
 <p>You can also configure SINGA version and the CUDA version, like
 <code>singa==3.1.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
 version are listed at the link.</p>
 <p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cuda-dev.html">http://singa.apache.org/docs/next/wheel-cuda-dev.html</a></p>
+<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
 <p>Note: the Python version of your local Python environment will be used to find
 the corresponding wheel package. For example, if your local Python is 3.6, then
 the wheel package compiled on Python 3.6 will be selected by pip and installed.
diff --git a/content/docs/next/installation/index.html b/content/docs/next/installation/index.html
index b170f9b..f1bae8b 100644
--- a/content/docs/next/installation/index.html
+++ b/content/docs/next/installation/index.html
@@ -114,13 +114,13 @@ versions are listed at the link.</p>
 <li>GPU With CUDA and cuDNN
 <a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
 </ol>
-<pre><code class="hljs css language-bash">pip install singa -f http://singa.apache.org/docs/next/wheel-cuda.html --trusted-host singa.apache.org
+<pre><code class="hljs css language-bash">pip install singa -f http://singa.apache.org/docs/next/wheel-gpu.html --trusted-host singa.apache.org
 </code></pre>
 <p>You can also configure SINGA version and the CUDA version, like
 <code>singa==3.1.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
 version are listed at the link.</p>
 <p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cuda-dev.html">http://singa.apache.org/docs/next/wheel-cuda-dev.html</a></p>
+<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
 <p>Note: the Python version of your local Python environment will be used to find
 the corresponding wheel package. For example, if your local Python is 3.6, then
 the wheel package compiled on Python 3.6 will be selected by pip and installed.
diff --git a/content/docs/next/wheel-cpu.html b/content/docs/next/wheel-cpu.html
index be3dd20..ae4d7b2 100644
--- a/content/docs/next/wheel-cpu.html
+++ b/content/docs/next/wheel-cpu.html
@@ -5,11 +5,11 @@
           )
         });
         </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>next</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-interna [...]
-<h2><a class="anchor" aria-hidden="true" id="310rc1"></a><a href="#310rc1" 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. [...]
+<h2><a class="anchor" aria-hidden="true" id="310"></a><a href="#310" 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 1-2.09V6.2 [...]
 <ul>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp36-cp36m-manylinux2014_x86_64.whl">Python 3.6</a></li>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp36-cp36m-manylinux2014_x86_64.whl">Python 3.6</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
 </ul>
 <h2><a class="anchor" aria-hidden="true" id="300"></a><a href="#300" 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 1-2.09V6.2 [...]
 <ul>
@@ -17,7 +17,7 @@
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
 </ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310rc1">3.1.0.RC1</a></li><li><a href="#300">3.0.0</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/ins [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</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/installati [...]
    The Apache Software Foundation. All rights reserved.
    Apache SINGA, Apache, the Apache feather logo, and
    the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/wheel-cpu/index.html b/content/docs/next/wheel-cpu/index.html
index be3dd20..ae4d7b2 100644
--- a/content/docs/next/wheel-cpu/index.html
+++ b/content/docs/next/wheel-cpu/index.html
@@ -5,11 +5,11 @@
           )
         });
         </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>next</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-interna [...]
-<h2><a class="anchor" aria-hidden="true" id="310rc1"></a><a href="#310rc1" 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. [...]
+<h2><a class="anchor" aria-hidden="true" id="310"></a><a href="#310" 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 1-2.09V6.2 [...]
 <ul>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp36-cp36m-manylinux2014_x86_64.whl">Python 3.6</a></li>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
-<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp36-cp36m-manylinux2014_x86_64.whl">Python 3.6</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
+<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
 </ul>
 <h2><a class="anchor" aria-hidden="true" id="300"></a><a href="#300" 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 1-2.09V6.2 [...]
 <ul>
@@ -17,7 +17,7 @@
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
 </ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310rc1">3.1.0.RC1</a></li><li><a href="#300">3.0.0</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/ins [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</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/installati [...]
    The Apache Software Foundation. All rights reserved.
    Apache SINGA, Apache, the Apache feather logo, and
    the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/wheel-gpu.html b/content/docs/next/wheel-gpu.html
index 98b3a7d..4439c45 100644
--- a/content/docs/next/wheel-gpu.html
+++ b/content/docs/next/wheel-gpu.html
@@ -5,14 +5,14 @@
           )
         });
         </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>next</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-interna [...]
-<h2><a class="anchor" aria-hidden="true" id="310rc1"></a><a href="#310rc1" 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. [...]
+<h2><a class="anchor" aria-hidden="true" id="310"></a><a href="#310" 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 1-2.09V6.2 [...]
 <ul>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.6]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl</a>)</li>
+3.6]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl</a>)</li>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.7]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl</a>)</li>
+3.7]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl</a>)</li>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.8]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl</a>)</li>
+3.8]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl</a>)</li>
 </ul>
 <h2><a class="anchor" aria-hidden="true" id="300"></a><a href="#300" 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 1-2.09V6.2 [...]
 <ul>
@@ -20,7 +20,7 @@
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
 </ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/24/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310rc1">3.1.0.RC1</a></li><li><a href="#300">3.0.0</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/in [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/24/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</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/installat [...]
    The Apache Software Foundation. All rights reserved.
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    the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/wheel-gpu/index.html b/content/docs/next/wheel-gpu/index.html
index 98b3a7d..4439c45 100644
--- a/content/docs/next/wheel-gpu/index.html
+++ b/content/docs/next/wheel-gpu/index.html
@@ -5,14 +5,14 @@
           )
         });
         </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>next</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-interna [...]
-<h2><a class="anchor" aria-hidden="true" id="310rc1"></a><a href="#310rc1" 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. [...]
+<h2><a class="anchor" aria-hidden="true" id="310"></a><a href="#310" 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 1-2.09V6.2 [...]
 <ul>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.6]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl</a>)</li>
+3.6]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp36-cp36m-manylinux2014_x86_64.whl</a>)</li>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.7]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl</a>)</li>
+3.7]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl</a>)</li>
 <li>[CUDA10.2, cuDNN 7.6.5, Python
-3.8]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0rc1%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl</a>)</li>
+3.8]<a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.1.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl</a>)</li>
 </ul>
 <h2><a class="anchor" aria-hidden="true" id="300"></a><a href="#300" 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 1-2.09V6.2 [...]
 <ul>
@@ -20,7 +20,7 @@
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
 <li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
 </ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/24/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310rc1">3.1.0.RC1</a></li><li><a href="#300">3.0.0</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/in [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/24/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</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/installat [...]
    The Apache Software Foundation. All rights reserved.
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