Modified: 
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html 
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html 
Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <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>
@@ -238,7 +239,7 @@ After downloading and decompressing the
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -308,7 +309,7 @@ After downloading and decompressing the
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: 
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html 
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html 
Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <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>
@@ -249,7 +250,7 @@ the convert.py program.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -319,7 +320,7 @@ the convert.py program.</p>
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html 
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html Sun 
Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <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>
@@ -246,7 +247,7 @@ to SINGA for image classification.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -316,7 +317,7 @@ to SINGA for image classification.</p>
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/index.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/index.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/index.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/index.html Sun Apr 21 13:28:28 
2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="../loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -132,6 +133,7 @@
 <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>
@@ -263,7 +265,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -333,7 +335,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html Sun Apr 21 
13:28:28 2019
@@ -105,6 +105,7 @@
 <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>
@@ -212,7 +213,7 @@ the program with an additional argument<
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -282,7 +283,7 @@ the program with an additional argument<
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/net.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/net.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/net.html (original)
+++ incubator/singa/site/trunk/en/docs/net.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -126,6 +127,7 @@
 <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>
@@ -514,7 +516,7 @@ less space.</li>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -584,7 +586,7 @@ less space.</li>
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/neural-net.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/neural-net.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/neural-net.html (original)
+++ incubator/singa/site/trunk/en/docs/neural-net.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <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>
@@ -177,7 +178,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="neural-net">
+  <!--
+    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<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="neural-net">
 <span id="neural-net"></span><h1>Neural Net<a class="headerlink" 
href="#neural-net" title="Permalink to this headline">¶</a></h1>
 <p><code class="docutils literal notranslate"><span 
class="pre">NeuralNet</span></code> in SINGA represents an instance of user’s 
neural net model. As the
 neural net typically consists of a set of layers, <code class="docutils 
literal notranslate"><span class="pre">NeuralNet</span></code> comprises
@@ -512,7 +531,7 @@ lower layers and <code class="docutils l
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -582,7 +601,7 @@ lower layers and <code class="docutils l
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/notebook/README.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/notebook/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/notebook/README.html (original)
+++ incubator/singa/site/trunk/en/docs/notebook/README.html Sun Apr 21 13:28:28 
2019
@@ -105,6 +105,7 @@
 <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>
@@ -209,7 +210,7 @@ These are some examples in IPython noteb
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -279,7 +280,7 @@ These are some examples in IPython noteb
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/optimizer.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/optimizer.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/optimizer.html (original)
+++ incubator/singa/site/trunk/en/docs/optimizer.html Sun Apr 21 13:28:28 2019
@@ -30,7 +30,7 @@
   <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="Data" href="data.html" />
+    <link rel="next" title="Autograd in Singa" href="autograd.html" />
     <link rel="prev" title="Metric" href="metric.html" />
     <link href="../_static/style.css" rel="stylesheet" type="text/css">
     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" 
type="text/css"-->
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
href="metric.html">Metric</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" 
href="#">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>
@@ -126,6 +127,7 @@
 <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>
@@ -666,7 +668,7 @@ updating rules (including regularizer an
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer 
navigation">
       
-        <a href="data.html" class="btn btn-neutral float-right" title="Data" 
accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="autograd.html" class="btn btn-neutral float-right" 
title="Autograd in Singa" accesskey="n" rel="next">Next <span class="fa 
fa-arrow-circle-right"></span></a>
       
       
         <a href="metric.html" class="btn btn-neutral" title="Metric" 
accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> 
Previous</a>
@@ -678,7 +680,7 @@ updating rules (including regularizer an
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -748,7 +750,7 @@ updating rules (including regularizer an
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/security.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/security.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/security.html (original)
+++ incubator/singa/site/trunk/en/docs/security.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -126,6 +127,7 @@
 <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>
@@ -226,7 +228,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -296,7 +298,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/snapshot.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/snapshot.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/snapshot.html (original)
+++ incubator/singa/site/trunk/en/docs/snapshot.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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 current"><a class="current reference internal" 
href="#">Snapshot</a></li>
@@ -126,6 +127,7 @@
 <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>
@@ -274,7 +276,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -344,7 +346,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/software_stack.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/software_stack.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/software_stack.html (original)
+++ incubator/singa/site/trunk/en/docs/software_stack.html Sun Apr 21 13:28:28 
2019
@@ -116,6 +116,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -131,6 +132,7 @@
 <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>
@@ -205,7 +207,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="software-stack">
+  <!--
+    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<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="software-stack">
 <span id="software-stack"></span><h1>Software Stack<a class="headerlink" 
href="#software-stack" title="Permalink to this headline">¶</a></h1>
 <p>SINGA’s software stack includes three major components, namely, core, IO 
and
 model. Figure 1 illustrates these components together with the hardware.
@@ -315,7 +335,7 @@ model parameter values using parameter g
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -385,7 +405,7 @@ model parameter values using parameter g
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/tensor.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/tensor.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/tensor.html (original)
+++ incubator/singa/site/trunk/en/docs/tensor.html Sun Apr 21 13:28:28 2019
@@ -116,6 +116,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -131,6 +132,7 @@
 <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>
@@ -1738,7 +1740,7 @@ e.g. 0 – sum each column; 1 –
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -1808,7 +1810,7 @@ e.g. 0 – sum each column; 1 –
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/docs/utils.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/utils.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/utils.html (original)
+++ incubator/singa/site/trunk/en/docs/utils.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" 
href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" 
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>
@@ -126,6 +127,7 @@
 <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>
@@ -242,7 +244,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -312,7 +314,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/downloads.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/downloads.html (original)
+++ incubator/singa/site/trunk/en/downloads.html Sun Apr 21 13:28:28 2019
@@ -107,6 +107,7 @@
 <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>
@@ -179,7 +180,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="download-singa">
+  <!--
+    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<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="download-singa">
 <span id="download-singa"></span><h1>Download SINGA<a class="headerlink" 
href="#download-singa" title="Permalink to this headline">¶</a></h1>
 <ul>
 <li><p class="first">To verify the downloaded tar.gz file, download the KEY 
and ASC files and then execute the following commands</p>
@@ -191,8 +210,27 @@
 </li>
 </ul>
 <ul class="simple">
+<li>v2.0.0 (20 April 2019):<ul>
+<li><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></li>
+<li><a class="reference external" 
href="releases/RELEASE_NOTES_2.0.0.html">Release Notes 2.0.0</a></li>
+<li>New features and major updates,<ul>
+<li>Enhance autograd (for Convolution networks and recurrent networks)</li>
+<li>Support ONNX</li>
+<li>Improve the CPP operations via Intel MKL DNN lib</li>
+<li>Implement tensor broadcasting</li>
+<li>Move Docker images under Apache user name</li>
+<li>Update depdent lib versions in conda-build config</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul class="simple">
 <li>v1.2.0 (6 June 2018):<ul>
-<li><a class="reference external" 
href="http://www.apache.org/dyn/closer.cgi/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz";>Apache
 SINGA 1.2.0</a>
+<li><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://www.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://www.apache.org/dist/incubator/singa/1.2.0/KEYS";>[KEYS]</a>
 <a class="reference external" 
href="https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc";>[ASC]</a></li>
@@ -215,7 +253,7 @@
 </ul>
 <ul class="simple">
 <li>v1.1.0 (12 February 2017):<ul>
-<li><a class="reference external" 
href="http://www.apache.org/dyn/closer.cgi/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz";>Apache
 SINGA 1.1.0</a>
+<li><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></li>
@@ -362,7 +400,7 @@ ASF.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -432,7 +470,7 @@ ASF.</p>
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/genindex.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/genindex.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/genindex.html (original)
+++ incubator/singa/site/trunk/en/genindex.html Sun Apr 21 13:28:28 2019
@@ -106,6 +106,7 @@
 <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>
@@ -912,7 +913,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -982,7 +983,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/index.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/index.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/index.html (original)
+++ incubator/singa/site/trunk/en/index.html Sun Apr 21 13:28:28 2019
@@ -106,6 +106,7 @@
 <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>
@@ -183,6 +184,8 @@
 <div class="section" id="recent-news">
 <h2>Recent News<a class="headerlink" href="#recent-news" title="Permalink to 
this headline">¶</a></h2>
 <ul class="simple">
+<li><strong>Version 2.0.0</strong> is now available, 20 April, 2019. <a 
class="reference external" href="downloads.html">Download SINGA v2.0.0</a></li>
+<li>SINGA was presented at <a class="reference external" 
href="https://www.disi.unitn.it/";>DISI, University of Trento, Italy</a> on 14 
December 2018.</li>
 <li>SINGA was presented at <a class="reference external" 
href="https://www.dibris.unige.it/";>DIBRIS, University of Genoa, Italy</a> on 
16 July 2018.</li>
 <li><strong>Version 1.2.0</strong> is now available, 6 June, 2018. <a 
class="reference external" href="downloads.html">Download SINGA v1.2.0</a></li>
 <li><strong>Version 1.1.0</strong> is now available, 12 Feb, 2017. <a 
class="reference external" href="downloads.html">Download SINGA v1.1.0</a></li>
@@ -208,7 +211,7 @@
 <h2>Getting Started<a class="headerlink" href="#getting-started" 
title="Permalink to this headline">¶</a></h2>
 <ul class="simple">
 <li><a class="reference external" href="docs/installation.html">Install 
SINGA</a> via conda, apt-get, or from source.</li>
-<li>Try SINGA on <a class="reference external" 
href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW";>AWS</a> or via <a 
class="reference external" 
href="https://hub.docker.com/r/nusdbsystem/singa/";>Docker</a>.</li>
+<li>Try SINGA on <a class="reference external" 
href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW";>AWS</a> or via <a 
class="reference external" 
href="https://hub.docker.com/r/apache/singa/";>Docker</a>.</li>
 <li>Refer to the <a class="reference external" 
href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb";>Jupyter
 notebooks</a> for some basic examples and the <a class="reference external" 
href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
 </ul>
 <table border="1" class="docutils">
@@ -225,7 +228,7 @@
 <h2>Documentation<a class="headerlink" href="#documentation" title="Permalink 
to this headline">¶</a></h2>
 <ul class="simple">
 <li>Documentation and Python APIs are listed <a class="reference external" 
href="docs.html">here</a>.</li>
-<li><a class="reference external" 
href="http://www.comp.nus.edu.sg/~dbsystem/singa/api/";>C++ APIs</a> are 
generated by Doxygen.</li>
+<li><a class="reference external" href="../doxygen/html/index.html">C++ 
APIs</a> are generated by Doxygen.</li>
 <li>Research publication list is available <a class="reference external" 
href="http://www.comp.nus.edu.sg/~dbsystem/singa/research/publication/";>here</a>.</li>
 </ul>
 </div>
@@ -251,10 +254,14 @@ Please cite the following two papers if
 </ol>
 </li>
 <li><ol class="first upperalpha" start="23">
-<li>Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. <a 
class="reference external" 
href="http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf";>SINGA: putting deep 
learning in the hands of multimedia users</a>. ACM Multimedia 2015 (<a 
class="reference external" 
href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt";>BibTex</a>,
 <a class="reference external" href="files/mm2015.ppt">Slides</a>).</li>
+<li>Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. <a 
class="reference external" 
href="http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf";>SINGA: putting deep 
learning in the hands of multimedia users</a>. ACM Multimedia 2015 (<a 
class="reference external" 
href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt";>BibTex</a>,
 <a class="reference external" 
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/mm2015.ppt";>Slides</a>).</li>
 </ol>
 </li>
 </ul>
+<p>Rafiki is a sub module of SINGA. Please cite the following paper if you use 
Rafiki in your research:</p>
+<ul class="simple">
+<li>Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, 
Beng Chin Ooi, Jie Shao, Moaz Reyad. <a class="reference external" 
href="http://www.vldb.org/pvldb/vol12/p128-wang.pdf";>Rafiki: Machine Learning 
as an Analytics Service System</a>. <a class="reference external" 
href="http://vldb.org/2019/";>VLDB 2019</a> (<a class="reference external" 
href="https://dblp.org/rec/bib2/journals/pvldb/WangWGZCNOS18.bib";>BibTex</a>).</li>
+</ul>
 <p>Companies like <a class="reference external" 
href="http://tech.163.com/17/0602/17/CLUL016I00098GJ5.html";>NetEase</a>, <a 
class="reference external" 
href="http://www.yzbigdata.com/en/index.html";>yzBigData</a> and <a 
class="reference external" href="https://shentilium.com/";>Shentilium</a> are 
using SINGA for their applications.</p>
 <div class="toctree-wrapper compound">
 </div>
@@ -291,7 +298,7 @@ Please cite the following two papers if
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -361,7 +368,7 @@ Please cite the following two papers if
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>

Modified: incubator/singa/site/trunk/en/objects.inv
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/objects.inv?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
Binary files - no diff available.

Modified: incubator/singa/site/trunk/en/py-modindex.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/py-modindex.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/py-modindex.html (original)
+++ incubator/singa/site/trunk/en/py-modindex.html Sun Apr 21 13:28:28 2019
@@ -108,6 +108,7 @@
 <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>
@@ -273,7 +274,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -343,7 +344,7 @@
 
   <a href="https://github.com/apache/incubator-singa"; class="fa fa-github" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a 
href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c";
 class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; 
text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://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>


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