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Posted to commits@singa.apache.org by wa...@apache.org on 2019/06/29 14:42:26 UTC

svn commit: r1862313 [25/34] - in /incubator/singa/site/trunk: ./ _sources/ _sources/community/ _sources/docs/ _sources/docs/model_zoo/ _sources/docs/model_zoo/caffe/ _sources/docs/model_zoo/char-rnn/ _sources/docs/model_zoo/cifar10/ _sources/docs/mode...

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,18 +185,19 @@
     regarding copyright ownership.  The ASF licenses this file
     to you under the Apache License, Version 2.0 (the
     "License"); you may not use this file except in compliance
-    with the License.  You may obtain a copy of the License at
-
-      http://www.apache.org/licenses/LICENSE-2.0
+    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>
 
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-0-2-0-release-notes">
-<h1>singa-incubating-0.2.0 Release Notes<a class="headerlink" href="#singa-incubating-0-2-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-0-2-0-release-notes">
+<span id="singa-incubating-0-2-0-release-notes"></span><h1>singa-incubating-0.2.0 Release Notes<a class="headerlink" href="#singa-incubating-0-2-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets. It is designed with an intuitive
@@ -205,86 +205,94 @@ programming model based on the layer abs
 of popular deep learning models.</p>
 <p>This release includes the following <strong>major features</strong>:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="../docs/gpu.html">Training on GPU</a> enables training of complex models on a single node with multiple GPU cards.</p></li>
-<li><p><a class="reference external" href="../docs/hybrid.html">Hybrid neural net partitioning</a> supports data and model parallelism at the same time.</p></li>
-<li><p><a class="reference external" href="../docs/python.html">Python wrapper</a> makes it easy to configure the job, including neural net and SGD algorithm.</p></li>
-<li><p><a class="reference external" href="../docs/general-rnn.html">RNN model and BPTT algorithm</a> are implemented to support applications based on RNN models, e.g., GRU.</p></li>
-<li><p><a class="reference external" href="../docs/distributed-training">Cloud software integration</a> includes Mesos, Docker and HDFS.</p></li>
+<li><a class="reference external" href="../docs/gpu.html">Training on GPU</a> enables training of complex models on a single node with multiple GPU cards.</li>
+<li><a class="reference external" href="../docs/hybrid.html">Hybrid neural net partitioning</a> supports data and model parallelism at the same time.</li>
+<li><a class="reference external" href="../docs/python.html">Python wrapper</a> makes it easy to configure the job, including neural net and SGD algorithm.</li>
+<li><a class="reference external" href="../docs/general-rnn.html">RNN model and BPTT algorithm</a> are implemented to support applications based on RNN models, e.g., GRU.</li>
+<li><a class="reference external" href="../docs/distributed-training.md">Cloud software integration</a> includes Mesos, Docker and HDFS.</li>
 </ul>
 <p><strong>More details</strong> are listed as follows,</p>
 <ul class="simple">
-<li><p>Programming model</p>
-<ul>
-<li><p>[SINGA-80] New Blob Level and Address Level Math Operation Interface</p></li>
-<li><p>[SINGA-82] Refactor input layers using data store abstraction</p></li>
-<li><p>[SINGA-87] Replace exclude field to include field for layer configuration</p></li>
-<li><p>[SINGA-110] Add Layer member datavec_ and gradvec_</p></li>
-<li><p>[SINGA-120] Implemented GRU and BPTT (BPTTWorker)</p></li>
+<li>Programming model<ul>
+<li>[SINGA-80] New Blob Level and Address Level Math Operation Interface</li>
+<li>[SINGA-82] Refactor input layers using data store abstraction</li>
+<li>[SINGA-87] Replace exclude field to include field for layer configuration</li>
+<li>[SINGA-110] Add Layer member datavec_ and gradvec_</li>
+<li>[SINGA-120] Implemented GRU and BPTT (BPTTWorker)</li>
 </ul>
 </li>
-<li><p>Neuralnet layers</p>
-<ul>
-<li><p>[SINGA-91] Add SoftmaxLayer and ArgSortLayer</p></li>
-<li><p>[SINGA-106] Add dummy layer for test purpose</p></li>
-<li><p>[SINGA-120] Implemented GRU and BPTT (GRULayer and OneHotLayer)</p></li>
+</ul>
+<ul class="simple">
+<li>Neuralnet layers<ul>
+<li>[SINGA-91] Add SoftmaxLayer and ArgSortLayer</li>
+<li>[SINGA-106] Add dummy layer for test purpose</li>
+<li>[SINGA-120] Implemented GRU and BPTT (GRULayer and OneHotLayer)</li>
 </ul>
 </li>
-<li><p>GPU training support</p>
-<ul>
-<li><p>[SINGA-100] Implement layers using CUDNN for GPU training</p></li>
-<li><p>[SINGA-104] Add Context Class</p></li>
-<li><p>[SINGA-105] Update GUN make files for compiling cuda related code</p></li>
-<li><p>[SINGA-98] Add Support for AlexNet ImageNet Classification Model</p></li>
+</ul>
+<ul class="simple">
+<li>GPU training support<ul>
+<li>[SINGA-100] Implement layers using CUDNN for GPU training</li>
+<li>[SINGA-104] Add Context Class</li>
+<li>[SINGA-105] Update GUN make files for compiling cuda related code</li>
+<li>[SINGA-98] Add Support for AlexNet ImageNet Classification Model</li>
 </ul>
 </li>
-<li><p>Model/Hybrid partition</p>
-<ul>
-<li><p>[SINGA-109] Refine bridge layers</p></li>
-<li><p>[SINGA-111] Add slice, concate and split layers</p></li>
-<li><p>[SINGA-113] Model/Hybrid Partition Support</p></li>
+</ul>
+<ul class="simple">
+<li>Model/Hybrid partition<ul>
+<li>[SINGA-109] Refine bridge layers</li>
+<li>[SINGA-111] Add slice, concate and split layers</li>
+<li>[SINGA-113] Model/Hybrid Partition Support</li>
 </ul>
 </li>
-<li><p>Python binding</p>
-<ul>
-<li><p>[SINGA-108] Add Python wrapper to singa</p></li>
+</ul>
+<ul class="simple">
+<li>Python binding<ul>
+<li>[SINGA-108] Add Python wrapper to singa</li>
 </ul>
 </li>
-<li><p>Predict-only mode</p>
-<ul>
-<li><p>[SINGA-85] Add functions for extracting features and test new data</p></li>
+</ul>
+<ul class="simple">
+<li>Predict-only mode<ul>
+<li>[SINGA-85] Add functions for extracting features and test new data</li>
 </ul>
 </li>
-<li><p>Integrate with third-party tools</p>
-<ul>
-<li><p>[SINGA-11] Start SINGA on Apache Mesos</p></li>
-<li><p>[SINGA-78] Use Doxygen to generate documentation</p></li>
-<li><p>[SINGA-89] Add Docker support</p></li>
+</ul>
+<ul class="simple">
+<li>Integrate with third-party tools<ul>
+<li>[SINGA-11] Start SINGA on Apache Mesos</li>
+<li>[SINGA-78] Use Doxygen to generate documentation</li>
+<li>[SINGA-89] Add Docker support</li>
 </ul>
 </li>
-<li><p>Unit test</p>
-<ul>
-<li><p>[SINGA-95] Add make test after building</p></li>
+</ul>
+<ul class="simple">
+<li>Unit test<ul>
+<li>[SINGA-95] Add make test after building</li>
 </ul>
 </li>
-<li><p>Other improvment</p>
-<ul>
-<li><p>[SINGA-84] Header Files Rearrange</p></li>
-<li><p>[SINGA-93] Remove the asterisk in the log tcp://169.254.12.152:*:49152</p></li>
-<li><p>[SINGA-94] Move call to google::InitGoogleLogging() from Driver::Init() to main()</p></li>
-<li><p>[SINGA-96] Add Momentum to Cifar10 Example</p></li>
-<li><p>[SINGA-101] Add ll (ls -l) command in .bashrc file when using docker</p></li>
-<li><p>[SINGA-114] Remove short logs in tmp directory</p></li>
-<li><p>[SINGA-115] Print layer debug information in the neural net graph file</p></li>
-<li><p>[SINGA-118] Make protobuf LayerType field id easy to assign</p></li>
-<li><p>[SIGNA-97] Add HDFS Store</p></li>
+</ul>
+<ul class="simple">
+<li>Other improvment<ul>
+<li>[SINGA-84] Header Files Rearrange</li>
+<li>[SINGA-93] Remove the asterisk in the log tcp://169.254.12.152:*:49152</li>
+<li>[SINGA-94] Move call to google::InitGoogleLogging() from Driver::Init() to main()</li>
+<li>[SINGA-96] Add Momentum to Cifar10 Example</li>
+<li>[SINGA-101] Add ll (ls -l) command in .bashrc file when using docker</li>
+<li>[SINGA-114] Remove short logs in tmp directory</li>
+<li>[SINGA-115] Print layer debug information in the neural net graph file</li>
+<li>[SINGA-118] Make protobuf LayerType field id easy to assign</li>
+<li>[SIGNA-97] Add HDFS Store</li>
 </ul>
 </li>
-<li><p>Bugs fixed</p>
-<ul>
-<li><p>[SINGA-85] Fix compilation errors in examples</p></li>
-<li><p>[SINGA-90] Miscellaneous trivial bug fixes</p></li>
-<li><p>[SINGA-107] Error from loading pre-trained params for training stacked RBMs</p></li>
-<li><p>[SINGA-116] Fix a bug in InnerProductLayer caused by weight matrix sharing</p></li>
+</ul>
+<ul class="simple">
+<li>Bugs fixed<ul>
+<li>[SINGA-85] Fix compilation errors in examples</li>
+<li>[SINGA-90] Miscellaneous trivial bug fixes</li>
+<li>[SINGA-107] Error from loading pre-trained params for training stacked RBMs</li>
+<li>[SINGA-116] Fix a bug in InnerProductLayer caused by weight matrix sharing</li>
 </ul>
 </li>
 </ul>
@@ -301,7 +309,7 @@ of popular deep learning models.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -318,17 +326,36 @@ of popular deep learning models.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,18 +185,19 @@
     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
+    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>
 
-      http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-0-3-0-release-notes">
-<h1>singa-incubating-0.3.0 Release Notes<a class="headerlink" href="#singa-incubating-0-3-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-0-3-0-release-notes">
+<span id="singa-incubating-0-3-0-release-notes"></span><h1>singa-incubating-0.3.0 Release Notes<a class="headerlink" href="#singa-incubating-0-3-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets. It is designed with an intuitive
@@ -205,39 +205,34 @@ programming model based on the layer abs
 of popular deep learning models.</p>
 <p>This release includes following features:</p>
 <ul class="simple">
-<li><p>GPU Support</p>
-<ul>
-<li><p>[SINGA-131] Implement and optimize hybrid training using both CPU and GPU</p></li>
-<li><p>[SINGA-136] Support cuDNN v4</p></li>
-<li><p>[SINGA-134] Extend SINGA to run over a GPU cluster</p></li>
-<li><p>[SINGA-157] Change the priority of cudnn library and install libsingagpu.so</p></li>
+<li>GPU Support<ul>
+<li>[SINGA-131] Implement and optimize hybrid training using both CPU and GPU</li>
+<li>[SINGA-136] Support cuDNN v4</li>
+<li>[SINGA-134] Extend SINGA to run over a GPU cluster</li>
+<li>[SINGA-157] Change the priority of cudnn library and install libsingagpu.so</li>
 </ul>
 </li>
-<li><p>Remove Dependences</p>
-<ul>
-<li><p>[SINGA-156] Remove the dependency on ZMQ for single process training</p></li>
-<li><p>[SINGA-155] Remove zookeeper for single-process training</p></li>
+<li>Remove Dependences<ul>
+<li>[SINGA-156] Remove the dependency on ZMQ for single process training</li>
+<li>[SINGA-155] Remove zookeeper for single-process training</li>
 </ul>
 </li>
-<li><p>Python Binding</p>
-<ul>
-<li><p>[SINGA-126] Python Binding for Interactive Training</p></li>
+<li>Python Binding<ul>
+<li>[SINGA-126] Python Binding for Interactive Training</li>
 </ul>
 </li>
-<li><p>Other Improvements</p>
-<ul>
-<li><p>[SINGA-80] New Blob Level and Address Level Math Operation Interface</p></li>
-<li><p>[SINGA-130] Data Prefetching</p></li>
-<li><p>[SINGA-145] New SGD based optimization Updaters: AdaDelta, Adam, AdamMax</p></li>
+<li>Other Improvements<ul>
+<li>[SINGA-80] New Blob Level and Address Level Math Operation Interface</li>
+<li>[SINGA-130] Data Prefetching</li>
+<li>[SINGA-145] New SGD based optimization Updaters: AdaDelta, Adam, AdamMax</li>
 </ul>
 </li>
-<li><p>Bugs Fixed</p>
-<ul>
-<li><p>[SINGA-148] Race condition between Worker threads and Driver</p></li>
-<li><p>[SINGA-150] Mesos Docker container failed</p></li>
-<li><p>[SIGNA-141] Undesired Hash collision when locating process id to worker…</p></li>
-<li><p>[SINGA-149] Docker build fail</p></li>
-<li><p>[SINGA-143] The compilation cannot detect libsingagpu.so file</p></li>
+<li>Bugs Fixed<ul>
+<li>[SINGA-148] Race condition between Worker threads and Driver</li>
+<li>[SINGA-150] Mesos Docker container failed</li>
+<li>[SIGNA-141] Undesired Hash collision when locating process id to worker…</li>
+<li>[SINGA-149] Docker build fail</li>
+<li>[SINGA-143] The compilation cannot detect libsingagpu.so file</li>
 </ul>
 </li>
 </ul>
@@ -254,7 +249,7 @@ of popular deep learning models.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -271,17 +266,36 @@ of popular deep learning models.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,18 +185,19 @@
     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
+    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>
 
-      http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-1-0-0-release-notes">
-<h1>singa-incubating-1.0.0 Release Notes<a class="headerlink" href="#singa-incubating-1-0-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-1-0-0-release-notes">
+<span id="singa-incubating-1-0-0-release-notes"></span><h1>singa-incubating-1.0.0 Release Notes<a class="headerlink" href="#singa-incubating-1-0-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets. It is designed with an intuitive
@@ -205,93 +205,93 @@ programming model based on the layer abs
 of popular deep learning models.</p>
 <p>This release includes following features:</p>
 <ul class="simple">
-<li><p>Core abstractions including Tensor and Device</p>
-<ul>
-<li><p>[SINGA-207]  Update Tensor functions for matrices</p></li>
-<li><p>[SINGA-205]  Enable slice and concatenate operations for Tensor objects</p></li>
-<li><p>[SINGA-197]  Add CNMem as a submodule in lib/</p></li>
-<li><p>[SINGA-196]  Rename class Blob to Block</p></li>
-<li><p>[SINGA-194]  Add a Platform singleton</p></li>
-<li><p>[SINGA-175]  Add memory management APIs and implement a subclass using CNMeM</p></li>
-<li><p>[SINGA-173]  OpenCL Implementation</p></li>
-<li><p>[SINGA-171]  Create CppDevice and CudaDevice</p></li>
-<li><p>[SINGA-168]  Implement Cpp Math functions APIs</p></li>
-<li><p>[SINGA-162]  Overview of features for V1.x</p></li>
-<li><p>[SINGA-165]  Add cross-platform timer API to singa</p></li>
-<li><p>[SINGA-167]  Add Tensor Math function APIs</p></li>
-<li><p>[SINGA-166]  light built-in logging for making glog optional</p></li>
-<li><p>[SINGA-164]  Add the base Tensor class</p></li>
+<li>Core abstractions including Tensor and Device<ul>
+<li>[SINGA-207]  Update Tensor functions for matrices</li>
+<li>[SINGA-205]  Enable slice and concatenate operations for Tensor objects</li>
+<li>[SINGA-197]  Add CNMem as a submodule in lib/</li>
+<li>[SINGA-196]  Rename class Blob to Block</li>
+<li>[SINGA-194]  Add a Platform singleton</li>
+<li>[SINGA-175]  Add memory management APIs and implement a subclass using CNMeM</li>
+<li>[SINGA-173]  OpenCL Implementation</li>
+<li>[SINGA-171]  Create CppDevice and CudaDevice</li>
+<li>[SINGA-168]  Implement Cpp Math functions APIs</li>
+<li>[SINGA-162]  Overview of features for V1.x</li>
+<li>[SINGA-165]  Add cross-platform timer API to singa</li>
+<li>[SINGA-167]  Add Tensor Math function APIs</li>
+<li>[SINGA-166]  light built-in logging for making glog optional</li>
+<li>[SINGA-164]  Add the base Tensor class</li>
 </ul>
 </li>
-<li><p>IO components for file read/write, network and data pre-processing</p>
-<ul>
-<li><p>[SINGA-233]  New communication interface</p></li>
-<li><p>[SINGA-215]  Implement Image Transformation for Image Pre-processing</p></li>
-<li><p>[SINGA-214]  Add LMDBReader and LMDBWriter for LMDB</p></li>
-<li><p>[SINGA-213]  Implement Encoder and Decoder for CSV</p></li>
-<li><p>[SINGA-211]  Add TextFileReader and TextFileWriter for CSV files</p></li>
-<li><p>[SINGA-210]  Enable checkpoint and resume for v1.0</p></li>
-<li><p>[SINGA-208]  Add DataIter base class and a simple implementation</p></li>
-<li><p>[SINGA-203]  Add OpenCV detection for cmake compilation</p></li>
-<li><p>[SINGA-202]  Add reader and writer for binary file</p></li>
-<li><p>[SINGA-200]  Implement Encoder and Decoder for data pre-processing</p></li>
+</ul>
+<ul class="simple">
+<li>IO components for file read/write, network and data pre-processing<ul>
+<li>[SINGA-233]  New communication interface</li>
+<li>[SINGA-215]  Implement Image Transformation for Image Pre-processing</li>
+<li>[SINGA-214]  Add LMDBReader and LMDBWriter for LMDB</li>
+<li>[SINGA-213]  Implement Encoder and Decoder for CSV</li>
+<li>[SINGA-211]  Add TextFileReader and TextFileWriter for CSV files</li>
+<li>[SINGA-210]  Enable checkpoint and resume for v1.0</li>
+<li>[SINGA-208]  Add DataIter base class and a simple implementation</li>
+<li>[SINGA-203]  Add OpenCV detection for cmake compilation</li>
+<li>[SINGA-202]  Add reader and writer for binary file</li>
+<li>[SINGA-200]  Implement Encoder and Decoder for data pre-processing</li>
 </ul>
 </li>
-<li><p>Module components including layer classes, training algorithms and Python binding</p>
-<ul>
-<li><p>[SINGA-235]  Unify the engines for cudnn and singa layers</p></li>
-<li><p>[SINGA-230]  OpenCL Convolution layer and Pooling layer</p></li>
-<li><p>[SINGA-222]  Fixed bugs in IO</p></li>
-<li><p>[SINGA-218]  Implementation for RNN CUDNN version</p></li>
-<li><p>[SINGA-204]  Support the training of feed-forward neural nets</p></li>
-<li><p>[SINGA-199]  Implement Python classes for SGD optimizers</p></li>
-<li><p>[SINGA-198]  Change Layer::Setup API to include input Tensor shapes</p></li>
-<li><p>[SINGA-193]  Add Python layers</p></li>
-<li><p>[SINGA-192]  Implement optimization algorithms for SINGA v1 (nesterove, adagrad, rmsprop)</p></li>
-<li><p>[SINGA-191]  Add “autotune” for CudnnConvolution Layer</p></li>
-<li><p>[SINGA-190]  Add prelu layer and flatten layer</p></li>
-<li><p>[SINGA-189]  Generate python outputs of proto files</p></li>
-<li><p>[SINGA-188]  Add Dense layer</p></li>
-<li><p>[SINGA-187]  Add popular parameter initialization methods</p></li>
-<li><p>[SINGA-186]  Create Python Tensor class</p></li>
-<li><p>[SINGA-184]  Add Cross Entropy loss computation</p></li>
-<li><p>[SINGA-183]  Add the base classes for optimizer, constraint and regularizer</p></li>
-<li><p>[SINGA-180]  Add Activation layer and Softmax layer</p></li>
-<li><p>[SINGA-178]  Add Convolution layer and Pooling layer</p></li>
-<li><p>[SINGA-176]  Add loss and metric base classes</p></li>
-<li><p>[SINGA-174]  Add Batch Normalization layer and Local Response Nomalization layer.</p></li>
-<li><p>[SINGA-170]  Add Dropout layer and CudnnDropout layer.</p></li>
-<li><p>[SINGA-169]  Add base Layer class for V1.0</p></li>
+</ul>
+<ul class="simple">
+<li>Module components including layer classes, training algorithms and Python binding<ul>
+<li>[SINGA-235]  Unify the engines for cudnn and singa layers</li>
+<li>[SINGA-230]  OpenCL Convolution layer and Pooling layer</li>
+<li>[SINGA-222]  Fixed bugs in IO</li>
+<li>[SINGA-218]  Implementation for RNN CUDNN version</li>
+<li>[SINGA-204]  Support the training of feed-forward neural nets</li>
+<li>[SINGA-199]  Implement Python classes for SGD optimizers</li>
+<li>[SINGA-198]  Change Layer::Setup API to include input Tensor shapes</li>
+<li>[SINGA-193]  Add Python layers</li>
+<li>[SINGA-192]  Implement optimization algorithms for SINGA v1 (nesterove, adagrad, rmsprop)</li>
+<li>[SINGA-191]  Add “autotune” for CudnnConvolution Layer</li>
+<li>[SINGA-190]  Add prelu layer and flatten layer</li>
+<li>[SINGA-189]  Generate python outputs of proto files</li>
+<li>[SINGA-188]  Add Dense layer</li>
+<li>[SINGA-187]  Add popular parameter initialization methods</li>
+<li>[SINGA-186]  Create Python Tensor class</li>
+<li>[SINGA-184]  Add Cross Entropy loss computation</li>
+<li>[SINGA-183]  Add the base classes for optimizer, constraint and regularizer</li>
+<li>[SINGA-180]  Add Activation layer and Softmax layer</li>
+<li>[SINGA-178]  Add Convolution layer and Pooling layer</li>
+<li>[SINGA-176]  Add loss and metric base classes</li>
+<li>[SINGA-174]  Add Batch Normalization layer and Local Response Nomalization layer.</li>
+<li>[SINGA-170]  Add Dropout layer and CudnnDropout layer.</li>
+<li>[SINGA-169]  Add base Layer class for V1.0</li>
 </ul>
 </li>
-<li><p>Examples</p>
-<ul>
-<li><p>[SINGA-232]  Alexnet on Imagenet</p></li>
-<li><p>[SINGA-231]  Batchnormlized VGG model for cifar-10</p></li>
-<li><p>[SINGA-228]  Add Cpp Version of Convolution and Pooling layer</p></li>
-<li><p>[SINGA-227]  Add Split and Merge Layer and add ResNet Implementation</p></li>
+</ul>
+<ul class="simple">
+<li>Examples<ul>
+<li>[SINGA-232]  Alexnet on Imagenet</li>
+<li>[SINGA-231]  Batchnormlized VGG model for cifar-10</li>
+<li>[SINGA-228]  Add Cpp Version of Convolution and Pooling layer</li>
+<li>[SINGA-227]  Add Split and Merge Layer and add ResNet Implementation</li>
 </ul>
 </li>
-<li><p>Documentation</p>
-<ul>
-<li><p>[SINGA-239]  Transfer documentation files of v0.3.0 to github</p></li>
-<li><p>[SINGA-238]  RBM on mnist</p></li>
-<li><p>[SINGA-225]  Documentation for installation and Cifar10 example</p></li>
-<li><p>[SINGA-223]  Use Sphinx to create the website</p></li>
+<li>Documentation<ul>
+<li>[SINGA-239]  Transfer documentation files of v0.3.0 to github</li>
+<li>[SINGA-238]  RBM on mnist</li>
+<li>[SINGA-225]  Documentation for installation and Cifar10 example</li>
+<li>[SINGA-223]  Use Sphinx to create the website</li>
 </ul>
 </li>
-<li><p>Tools for compilation and some utility code</p>
-<ul>
-<li><p>[SINGA-229]  Complete install targets</p></li>
-<li><p>[SINGA-221]  Support for Travis-CI</p></li>
-<li><p>[SINGA-217]  build python package with setup.py</p></li>
-<li><p>[SINGA-216]  add jenkins for CI support</p></li>
-<li><p>[SINGA-212]  Disable the compilation of libcnmem if USE_CUDA is OFF</p></li>
-<li><p>[SINGA-195]  Channel for sending training statistics</p></li>
-<li><p>[SINGA-185]  Add CBLAS and GLOG detection for singav1</p></li>
-<li><p>[SINGA-181]  Add NVCC supporting for .cu files</p></li>
-<li><p>[SINGA-177]  Add fully cmake supporting for the compilation of singa_v1</p></li>
-<li><p>[SINGA-172]  Add CMake supporting for Cuda and Cudnn libs</p></li>
+<li>Tools for compilation and some utility code<ul>
+<li>[SINGA-229]  Complete install targets</li>
+<li>[SINGA-221]  Support for Travis-CI</li>
+<li>[SINGA-217]  build python package with setup.py</li>
+<li>[SINGA-216]  add jenkins for CI support</li>
+<li>[SINGA-212]  Disable the compilation of libcnmem if USE_CUDA is OFF</li>
+<li>[SINGA-195]  Channel for sending training statistics</li>
+<li>[SINGA-185]  Add CBLAS and GLOG detection for singav1</li>
+<li>[SINGA-181]  Add NVCC supporting for .cu files</li>
+<li>[SINGA-177]  Add fully cmake supporting for the compilation of singa_v1</li>
+<li>[SINGA-172]  Add CMake supporting for Cuda and Cudnn libs</li>
 </ul>
 </li>
 </ul>
@@ -308,7 +308,7 @@ of popular deep learning models.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -325,17 +325,36 @@ of popular deep learning models.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,70 +185,66 @@
     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
+    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>
 
-      http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-1-1-0-release-notes">
-<h1>singa-incubating-1.1.0 Release Notes<a class="headerlink" href="#singa-incubating-1-1-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-1-1-0-release-notes">
+<span id="singa-incubating-1-1-0-release-notes"></span><h1>singa-incubating-1.1.0 Release Notes<a class="headerlink" href="#singa-incubating-1-1-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets.</p>
 <p>This release includes following features:</p>
 <ul class="simple">
-<li><p>Core components</p>
-<ul>
-<li><p>[SINGA-296] Add sign and to_host function for pysinga tensor module</p></li>
+<li>Core components<ul>
+<li>[SINGA-296] Add sign and to_host function for pysinga tensor module</li>
 </ul>
 </li>
-<li><p>Model components</p>
-<ul>
-<li><p>[SINGA-254] Implement Adam for V1</p></li>
-<li><p>[SINGA-264] Extend the FeedForwardNet to accept multiple inputs</p></li>
-<li><p>[SINGA-267] Add spatial mode in batch normalization layer</p></li>
-<li><p>[SINGA-271] Add Concat and Slice layers</p></li>
-<li><p>[SINGA-275] Add Cross Entropy Loss for multiple labels</p></li>
-<li><p>[SINGA-278] Convert trained caffe parameters to singa</p></li>
-<li><p>[SINGA-287] Add memory size check for cudnn convolution</p></li>
+<li>Model components<ul>
+<li>[SINGA-254] Implement Adam for V1</li>
+<li>[SINGA-264] Extend the FeedForwardNet to accept multiple inputs</li>
+<li>[SINGA-267] Add spatial mode in batch normalization layer</li>
+<li>[SINGA-271] Add Concat and Slice layers</li>
+<li>[SINGA-275] Add Cross Entropy Loss for multiple labels</li>
+<li>[SINGA-278] Convert trained caffe parameters to singa</li>
+<li>[SINGA-287] Add memory size check for cudnn convolution</li>
 </ul>
 </li>
-<li><p>Utility functions and CI</p>
-<ul>
-<li><p>[SINGA-242] Compile all source files into a single library.</p></li>
-<li><p>[SINGA-244] Separating swig interface and python binding files</p></li>
-<li><p>[SINGA-246] Imgtool for image augmentation</p></li>
-<li><p>[SINGA-247] Add windows support for singa</p></li>
-<li><p>[SINGA-251] Implement image loader for pysinga</p></li>
-<li><p>[SINGA-252] Use the snapshot methods to dump and load models for pysinga</p></li>
-<li><p>[SINGA-255] Compile mandatory dependent libaries together with SINGA code</p></li>
-<li><p>[SINGA-259] Add maven pom file for building java classes</p></li>
-<li><p>[SINGA-261] Add version ID into the checkpoint files</p></li>
-<li><p>[SINGA-266] Add Rafiki python toolkits</p></li>
-<li><p>[SINGA-273] Improve license and contributions</p></li>
-<li><p>[SINGA-284] Add python unittest into Jenkins and link static libs into whl file</p></li>
-<li><p>[SINGA-280] Jenkins CI support</p></li>
-<li><p>[SINGA-288] Publish wheel of PySINGA generated by Jenkins to public servers</p></li>
+<li>Utility functions and CI<ul>
+<li>[SINGA-242] Compile all source files into a single library.</li>
+<li>[SINGA-244] Separating swig interface and python binding files</li>
+<li>[SINGA-246] Imgtool for image augmentation</li>
+<li>[SINGA-247] Add windows support for singa</li>
+<li>[SINGA-251] Implement image loader for pysinga</li>
+<li>[SINGA-252] Use the snapshot methods to dump and load models for pysinga</li>
+<li>[SINGA-255] Compile mandatory dependent libaries together with SINGA code</li>
+<li>[SINGA-259] Add maven pom file for building java classes</li>
+<li>[SINGA-261] Add version ID into the checkpoint files</li>
+<li>[SINGA-266] Add Rafiki python toolkits</li>
+<li>[SINGA-273] Improve license and contributions</li>
+<li>[SINGA-284] Add python unittest into Jenkins and link static libs into whl file</li>
+<li>[SINGA-280] Jenkins CI support</li>
+<li>[SINGA-288] Publish wheel of PySINGA generated by Jenkins to public servers</li>
 </ul>
 </li>
-<li><p>Documentation and usability</p>
-<ul>
-<li><p>[SINGA-263] Create Amazon Machine Image</p></li>
-<li><p>[SINGA-268] Add IPython notebooks to the documentation</p></li>
-<li><p>[SINGA-276] Create docker images</p></li>
-<li><p>[SINGA-289] Update SINGA website automatically using Jenkins</p></li>
-<li><p>[SINGA-295] Add an example of image classification using GoogleNet</p></li>
+<li>Documentation and usability<ul>
+<li>[SINGA-263] Create Amazon Machine Image</li>
+<li>[SINGA-268] Add IPython notebooks to the documentation</li>
+<li>[SINGA-276] Create docker images</li>
+<li>[SINGA-289] Update SINGA website automatically using Jenkins</li>
+<li>[SINGA-295] Add an example of image classification using GoogleNet</li>
 </ul>
 </li>
-<li><p>Bugs fixed</p>
-<ul>
-<li><p>[SINGA-245] float as the first operand can not multiply with a tensor object</p></li>
-<li><p>[SINGA-293] Bug from compiling PySINGA on Mac OS X with multiple version of Python</p></li>
+<li>Bugs fixed<ul>
+<li>[SINGA-245] float as the first operand can not multiply with a tensor object</li>
+<li>[SINGA-293] Bug from compiling PySINGA on Mac OS X with multiple version of Python</li>
 </ul>
 </li>
 </ul>
@@ -266,7 +261,7 @@ learning models over large datasets.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -283,17 +278,36 @@ learning models over large datasets.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,78 +185,74 @@
     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
+    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>
 
-      http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-1-2-0-release-notes">
-<h1>singa-incubating-1.2.0 Release Notes<a class="headerlink" href="#singa-incubating-1-2-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-1-2-0-release-notes">
+<span id="singa-incubating-1-2-0-release-notes"></span><h1>singa-incubating-1.2.0 Release Notes<a class="headerlink" href="#singa-incubating-1-2-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets.</p>
 <p>This release includes following features:</p>
 <ul class="simple">
-<li><p>Core components</p>
-<ul>
-<li><p>[SINGA-290] Upgrade to Python 3</p></li>
-<li><p>[SINGA-341] Added stride functionality to tensors for CPP</p></li>
-<li><p>[SINGA-347] Create a function that supports einsum</p></li>
-<li><p>[SINGA-351] Added stride support and cudnn codes to cuda</p></li>
+<li>Core components<ul>
+<li>[SINGA-290] Upgrade to Python 3</li>
+<li>[SINGA-341] Added stride functionality to tensors for CPP</li>
+<li>[SINGA-347] Create a function that supports einsum</li>
+<li>[SINGA-351] Added stride support and cudnn codes to cuda</li>
 </ul>
 </li>
-<li><p>Model components</p>
-<ul>
-<li><p>[SINGA-300] Add residual networks for imagenet classification</p></li>
-<li><p>[SINGA-312] Rename layer parameters</p></li>
-<li><p>[SINGA-313] Add L2 norm layer</p></li>
-<li><p>[SINGA-315] Reduce memory footprint by Python generator for parameter</p></li>
-<li><p>[SINGA-316] Add SigmoidCrossEntropy</p></li>
-<li><p>[SINGA-324] Extend RNN layer to accept variant seq length across batches</p></li>
-<li><p>[SINGA-326] Add Inception V4 for ImageNet classification</p></li>
-<li><p>[SINGA-328] Add VGG models for ImageNet classification</p></li>
-<li><p>[SINGA-329] Support layer freezing during training (fine-tuning)</p></li>
-<li><p>[SINGA-346] Update cudnn from V5 to V7</p></li>
-<li><p>[SINGA-349] Create layer operations for autograd</p></li>
-<li><p>[SINGA-363] Add DenseNet for Imagenet classification</p></li>
+<li>Model components<ul>
+<li>[SINGA-300] Add residual networks for imagenet classification</li>
+<li>[SINGA-312] Rename layer parameters</li>
+<li>[SINGA-313] Add L2 norm layer</li>
+<li>[SINGA-315] Reduce memory footprint by Python generator for parameter</li>
+<li>[SINGA-316] Add SigmoidCrossEntropy</li>
+<li>[SINGA-324] Extend RNN layer to accept variant seq length across batches</li>
+<li>[SINGA-326] Add Inception V4 for ImageNet classification</li>
+<li>[SINGA-328] Add VGG models for ImageNet classification</li>
+<li>[SINGA-329] Support layer freezing during training (fine-tuning)</li>
+<li>[SINGA-346] Update cudnn from V5 to V7</li>
+<li>[SINGA-349] Create layer operations for autograd</li>
+<li>[SINGA-363] Add DenseNet for Imagenet classification</li>
 </ul>
 </li>
-<li><p>Utility functions and CI</p>
-<ul>
-<li><p>[SINGA-274] Improve Debian packaging with CPack</p></li>
-<li><p>[SINGA-303] Create conda packages</p></li>
-<li><p>[SINGA-337] Add test cases for code</p></li>
-<li><p>[SINGA-348] Support autograd MLP Example</p></li>
-<li><p>[SINGA-345] Update Jenkins and fix bugs in compliation</p></li>
-<li><p>[SINGA-354] Update travis scripts to use conda-build for all platforms</p></li>
-<li><p>[SINGA-358] Consolidated RUN steps and cleaned caches in Docker containers</p></li>
-<li><p>[SINGA-359] Create alias for conda packages</p></li>
+<li>Utility functions and CI<ul>
+<li>[SINGA-274] Improve Debian packaging with CPack</li>
+<li>[SINGA-303] Create conda packages</li>
+<li>[SINGA-337] Add test cases for code</li>
+<li>[SINGA-348] Support autograd MLP Example</li>
+<li>[SINGA-345] Update Jenkins and fix bugs in compliation</li>
+<li>[SINGA-354] Update travis scripts to use conda-build for all platforms</li>
+<li>[SINGA-358] Consolidated RUN steps and cleaned caches in Docker containers</li>
+<li>[SINGA-359] Create alias for conda packages</li>
 </ul>
 </li>
-<li><p>Documentation and usability</p>
-<ul>
-<li><p>[SINGA-223] Fix side navigation menu in the website</p></li>
-<li><p>[SINGA-294] Add instructions to run CUDA unit tests on Windows</p></li>
-<li><p>[SINGA-305] Add jupyter notebooks for SINGA V1 tutorial</p></li>
-<li><p>[SINGA-319] Fix link errors on the index page</p></li>
-<li><p>[SINGA-352] Complete SINGA documentation in Chinese version</p></li>
-<li><p>[SINGA-361] Add git instructions for contributors and committers</p></li>
+<li>Documentation and usability<ul>
+<li>[SINGA-223] Fix side navigation menu in the website</li>
+<li>[SINGA-294] Add instructions to run CUDA unit tests on Windows</li>
+<li>[SINGA-305] Add jupyter notebooks for SINGA V1 tutorial</li>
+<li>[SINGA-319] Fix link errors on the index page</li>
+<li>[SINGA-352] Complete SINGA documentation in Chinese version</li>
+<li>[SINGA-361] Add git instructions for contributors and committers</li>
 </ul>
 </li>
-<li><p>Bugs fixed</p>
-<ul>
-<li><p>[SINGA-330] fix openblas building on i7 7700k</p></li>
-<li><p>[SINGA-331] Fix the bug of tensor division operation</p></li>
-<li><p>[SINGA-350] Error from python3 test</p></li>
-<li><p>[SINGA-356] Error using travis tool to build SINGA on mac os</p></li>
-<li><p>[SINGA-363] Fix some bugs in imagenet examples</p></li>
-<li><p>[SINGA-368] Fix the bug in Cifar10 examples</p></li>
-<li><p>[SINGA-369] the errors of examples in testing</p></li>
+<li>Bugs fixed<ul>
+<li>[SINGA-330] fix openblas building on i7 7700k</li>
+<li>[SINGA-331] Fix the bug of tensor division operation</li>
+<li>[SINGA-350] Error from python3 test</li>
+<li>[SINGA-356] Error using travis tool to build SINGA on mac os</li>
+<li>[SINGA-363] Fix some bugs in imagenet examples</li>
+<li>[SINGA-368] Fix the bug in Cifar10 examples</li>
+<li>[SINGA-369] the errors of examples in testing</li>
 </ul>
 </li>
 </ul>
@@ -274,7 +269,7 @@ learning models over large datasets.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -291,17 +286,36 @@ learning models over large datasets.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_2.0.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_2.0.0.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_2.0.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_2.0.0.html Sat Jun 29 14:42:24 2019
@@ -18,21 +18,15 @@
   
 
   
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-        <script type="text/javascript" src="../_static/language_data.js"></script>
-    
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -48,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -186,67 +185,65 @@
     regarding copyright ownership.  The ASF licenses this file
     to you under the Apache License, Version 2.0 (the
     "License"); you may not use this file except in compliance
-    with the License.  You may obtain a copy of the License at
-
-      http://www.apache.org/licenses/LICENSE-2.0
+    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>
 
-    Unless required by applicable law or agreed to in writing,
-    software distributed under the License is distributed on an
-    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-    KIND, either express or implied.  See the License for the
-    specific language governing permissions and limitations
-    under the License.
---><div class="section" id="singa-incubating-2-0-0-release-notes">
-<h1>singa-incubating-2.0.0 Release Notes<a class="headerlink" href="#singa-incubating-2-0-0-release-notes" title="Permalink to this headline">¶</a></h1>
+<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="singa-incubating-2-0-0-release-notes">
+<span id="singa-incubating-2-0-0-release-notes"></span><h1>singa-incubating-2.0.0 Release Notes<a class="headerlink" href="#singa-incubating-2-0-0-release-notes" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA is a general distributed deep learning platform for training big deep
 learning models over large datasets.</p>
 <p>This release includes following features:</p>
 <ul class="simple">
-<li><p>Core components</p>
-<ul>
-<li><p>[SINGA-434] Support tensor broadcasting</p></li>
-<li><p>[SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351</p></li>
+<li>Core components<ul>
+<li>[SINGA-434] Support tensor broadcasting</li>
+<li>[SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351</li>
 </ul>
 </li>
-<li><p>Model components</p>
-<ul>
-<li><p>[SINGA-333] Add support for Open Neural Network Exchange (ONNX) format</p></li>
-<li><p>[SINGA-385] Add new python module for optimizers</p></li>
-<li><p>[SINGA-394] Improve the CPP operations via Intel MKL DNN lib</p></li>
-<li><p>[SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd</p></li>
-<li><p>[SINGA-410] Add two function, set_params() and get_params(), for Autograd Layer class</p></li>
-<li><p>[SINGA-383] Add Separable Convolution for autograd</p></li>
-<li><p>[SINGA-388] Develop some RNN layers by calling tiny operations like matmul, addbias.</p></li>
-<li><p>[SINGA-382] Implement concat operation for autograd</p></li>
-<li><p>[SINGA-378] Implement maxpooling operation and its related functions for autograd</p></li>
-<li><p>[SINGA-379] Implement batchnorm operation and its related functions for autograd</p></li>
+<li>Model components<ul>
+<li>[SINGA-333] Add support for Open Neural Network Exchange (ONNX) format</li>
+<li>[SINGA-385] Add new python module for optimizers</li>
+<li>[SINGA-394] Improve the CPP operations via Intel MKL DNN lib</li>
+<li>[SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd</li>
+<li>[SINGA-410] Add two function, set_params() and get_params(), for Autograd Layer class</li>
+<li>[SINGA-383] Add Separable Convolution for autograd</li>
+<li>[SINGA-388] Develop some RNN layers by calling tiny operations like matmul, addbias.</li>
+<li>[SINGA-382] Implement concat operation for autograd</li>
+<li>[SINGA-378] Implement maxpooling operation and its related functions for autograd</li>
+<li>[SINGA-379] Implement batchnorm operation and its related functions for autograd</li>
 </ul>
 </li>
-<li><p>Utility functions and CI</p>
-<ul>
-<li><p>[SINGA-432] Update depdent lib versions in conda-build config</p></li>
-<li><p>[SINGA-429] Update docker images for latest cuda and cudnn</p></li>
-<li><p>[SINGA-428] Move Docker images under Apache user name</p></li>
+<li>Utility functions and CI<ul>
+<li>[SINGA-432] Update depdent lib versions in conda-build config</li>
+<li>[SINGA-429] Update docker images for latest cuda and cudnn</li>
+<li>[SINGA-428] Move Docker images under Apache user name</li>
 </ul>
 </li>
-<li><p>Documentation and usability</p>
-<ul>
-<li><p>[SINGA-395] Add documentation for autograd APIs</p></li>
-<li><p>[SINGA-344] Add a GAN example</p></li>
-<li><p>[SINGA-390] Update installation.md</p></li>
-<li><p>[SINGA-384] Implement ResNet using autograd API</p></li>
-<li><p>[SINGA-352] Complete SINGA documentation in Chinese version</p></li>
+<li>Documentation and usability<ul>
+<li>[SINGA-395] Add documentation for autograd APIs</li>
+<li>[SINGA-344] Add a GAN example</li>
+<li>[SINGA-390] Update installation.md</li>
+<li>[SINGA-384] Implement ResNet using autograd API</li>
+<li>[SINGA-352] Complete SINGA documentation in Chinese version</li>
 </ul>
 </li>
-<li><p>Bugs fixed</p>
-<ul>
-<li><p>[SINGA-431] Unit Test failed - Tensor Transpose</p></li>
-<li><p>[SINGA-422] ModuleNotFoundError: No module named “_singa_wrap”</p></li>
-<li><p>[SINGA-418] Unsupportive type ‘long’ in python3.</p></li>
-<li><p>[SINGA-409] Basic <code class="docutils literal notranslate"><span class="pre">singa-cpu</span></code> import throws error</p></li>
-<li><p>[SINGA-408] Unsupportive function definition in python3</p></li>
-<li><p>[SINGA-380] Fix bugs from Reshape</p></li>
+</ul>
+<ul class="simple">
+<li>Bugs fixed<ul>
+<li>[SINGA-431] Unit Test failed - Tensor Transpose</li>
+<li>[SINGA-422] ModuleNotFoundError: No module named “_singa_wrap”</li>
+<li>[SINGA-418] Unsupportive type ‘long’ in python3.</li>
+<li>[SINGA-409] Basic <code class="docutils literal notranslate"><span class="pre">singa-cpu</span></code> import throws error</li>
+<li>[SINGA-408] Unsupportive function definition in python3</li>
+<li>[SINGA-380] Fix bugs from Reshape</li>
 </ul>
 </li>
 </ul>
@@ -263,7 +260,7 @@ learning models over large datasets.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -280,17 +277,36 @@ learning models over large datasets.</p>
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
-  
-  
-    
-  
-
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/search.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/search.html?rev=1862313&r1=1862312&r2=1862313&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/search.html (original)
+++ incubator/singa/site/trunk/en/search.html Sat Jun 29 14:42:24 2019
@@ -18,22 +18,15 @@
   
 
   
-  <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
+
+  
   
     
-      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
-        <script type="text/javascript" src="_static/jquery.js"></script>
-        <script type="text/javascript" src="_static/underscore.js"></script>
-        <script type="text/javascript" src="_static/doctools.js"></script>
-        <script type="text/javascript" src="_static/language_data.js"></script>
-        <script type="text/javascript" src="_static/searchtools.js"></script>
-    
-    <script type="text/javascript" src="_static/js/theme.js"></script>
 
-    
+  
 
   
-  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="#" />
@@ -49,16 +42,21 @@
 	}
     </style>
 
+
+  
+  <script src="_static/js/modernizr.min.js"></script>
+
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
+
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search" >
+        <div class="wy-side-nav-search">
           
 
           
@@ -204,7 +202,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.
+        &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>
@@ -221,16 +219,36 @@
   
 
 
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'./',
+            VERSION:'1.1.0',
+            LANGUAGE:'None',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true,
+            SOURCELINK_SUFFIX: '.txt'
+        };
+    </script>
+      <script type="text/javascript" src="_static/jquery.js"></script>
+      <script type="text/javascript" src="_static/underscore.js"></script>
+      <script type="text/javascript" src="_static/doctools.js"></script>
+      <script type="text/javascript" src="_static/searchtools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="_static/js/theme.js"></script>
+  
+
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
-
-  
-  
-    
-  
   <script type="text/javascript">
     jQuery(function() { Search.loadIndex("searchindex.js"); });
   </script>