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Posted to commits@singa.apache.org by wa...@apache.org on 2019/04/21 13:56:45 UTC
svn commit: r1857911 [25/27] - in /incubator/singa/site/trunk: en/ en/_static/ en/_static/css/ en/_static/fonts/ en/_static/fonts/Lato/ en/_static/fonts/RobotoSlab/ en/_static/js/ en/community/ en/develop/ en/docs/ en/docs/model_zoo/ en/docs/model_zoo/...

Modified: incubator/singa/site/trunk/zh/docs/net.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/net.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/net.html (original)
+++ incubator/singa/site/trunk/zh/docs/net.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <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" />
@@ -44,21 +50,16 @@
 	}
     </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" >
           
 
           
@@ -214,8 +215,8 @@
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
             
-  <div class="section" id="">
-<span id="id1"></span><h1>åé¦ç½ç»<a class="headerlink" href="#" title="Permalink to this headline">Â¶</a></h1>
+  <div class="section" id="id1">
+<h1>åé¦ç½ç»<a class="headerlink" href="#id1" title="Permalink to this headline">Â¶</a></h1>
 <p>Neural netç±»ç¨å±æ¥åå»ºç½ç»å¹¶æä¾å¯ä»¥è·åç½ç»ä¿¡æ¯ï¼æ¯å¦ï¼åæ°ï¼çå½æ°ã</p>
 <p>ç¤ºä¾ç¨æ³ï¼</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">net</span> <span class="k">as</span> <span class="n">ffnet</span>
@@ -254,116 +255,116 @@
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-net-feedforwardnet-loss-none-metric-none">
-<span id="class-singa-net-feedforwardnet-loss-none-metric-none"></span><h2>class singa.net.FeedForwardNet(loss=None, metric=None)<a class="headerlink" href="#class-singa-net-feedforwardnet-loss-none-metric-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.net.FeedForwardNet(loss=None, metric=None)<a class="headerlink" href="#class-singa-net-feedforwardnet-loss-none-metric-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">object</span></code></p>
 <div class="section" id="to-device-dev">
-<span id="to-device-dev"></span><h3>to_device(dev)<a class="headerlink" href="#to-device-dev" title="Permalink to this headline">Â¶</a></h3>
+<h3>to_device(dev)<a class="headerlink" href="#to-device-dev" title="Permalink to this headline">Â¶</a></h3>
 <p>å°ç½ç»ç§»è³æå®è®¾å¤ä¸ï¼åæ¬ææåæ°åä¸é´æ°æ®ã</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="add-lyr-src-none">
-<span id="add-lyr-src-none"></span><h3>add(lyr, src=None)<a class="headerlink" href="#add-lyr-src-none" title="Permalink to this headline">Â¶</a></h3>
+<h3>add(lyr, src=None)<a class="headerlink" href="#add-lyr-src-none" title="Permalink to this headline">Â¶</a></h3>
 <p>æ·»å ä¸ä¸ªå±å°å±åè¡¨ä¸ã</p>
 <p>è¯¥åè½å°ä»srcå±è·åæ ·æ¬å½¢ç¶ä»¥è®¾ç½®æ°æ·»å çå±ã å¯¹äºç¬¬ä¸å±ï¼å®è¢«è®¾ç½®å¨å¤é¨ã è°ç¨å½æ°åºç¡®ä¿å±é¡ºåºçæ£ç¡®æ§ã å¦æsrcæ¯Noneï¼æåä¸å±æ¯srcå±ã å¦ææå¤ä¸ªsrcå¾å±ï¼åsrcæ¯srcå±çåè¡¨ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>lyr (Layer)</strong> â å¾æ·»å çå±</li>
-<li><strong>src (Layer)</strong> â lyrå±çç¶å±</li>
+<li><p><strong>lyr (Layer)</strong> â å¾æ·»å çå±</p></li>
+<li><p><strong>src (Layer)</strong> â lyrå±çç¶å±</p></li>
 </ul>
 </div>
 <hr class="docutils" />
 <div class="section" id="param-values">
-<span id="param-values"></span><h3>param_values()<a class="headerlink" href="#param-values" title="Permalink to this headline">Â¶</a></h3>
+<h3>param_values()<a class="headerlink" href="#param-values" title="Permalink to this headline">Â¶</a></h3>
 <p>è¿åææåæ°çtensoråè¡¨ã</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="param-specs">
-<span id="param-specs"></span><h3>param_specs()<a class="headerlink" href="#param-specs" title="Permalink to this headline">Â¶</a></h3>
+<h3>param_specs()<a class="headerlink" href="#param-specs" title="Permalink to this headline">Â¶</a></h3>
 <p>è¿åææåæ°çParamSpecåè¡¨ã</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="param-names">
-<span id="param-names"></span><h3>param_names()<a class="headerlink" href="#param-names" title="Permalink to this headline">Â¶</a></h3>
+<h3>param_names()<a class="headerlink" href="#param-names" title="Permalink to this headline">Â¶</a></h3>
 <p>è¿åææåæ°ååè¡¨ãã</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="train-x-y">
-<span id="train-x-y"></span><h3>train(x, y)<a class="headerlink" href="#train-x-y" title="Permalink to this headline">Â¶</a></h3>
+<h3>train(x, y)<a class="headerlink" href="#train-x-y" title="Permalink to this headline">Â¶</a></h3>
 <p>è¿è¡ä¸æ¬¡BPã
 ç®åä»æ¯æåè¾åºå±ãåæå¤±å½æ°ååº¦éæ¹æ³çç½ç»ã TODO(wangwei) èèå¤æå¤±å½æ°åå¤åº¦éå¼ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>x</strong> â è¾å¥æ°æ®ï¼ä¸ä¸ªè¾å¥tensoræåå¸ï¼å±å-&gt;tensor</li>
-<li><strong>y</strong> â è¾å¥æ°æ®çæ ç¾ï¼ä¸ä¸ªtensor</li>
+<li><p><strong>x</strong> â è¾å¥æ°æ®ï¼ä¸ä¸ªè¾å¥tensoræåå¸ï¼å±å-&gt;tensor</p></li>
+<li><p><strong>y</strong> â è¾å¥æ°æ®çæ ç¾ï¼ä¸ä¸ªtensor</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> åæ°æ¢¯åº¦ï¼æå¤±å½æ°ååº¦éå¼</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="evaluate-x-y">
-<span id="evaluate-x-y"></span><h3>evaluate(x, y)<a class="headerlink" href="#evaluate-x-y" title="Permalink to this headline">Â¶</a></h3>
+<h3>evaluate(x, y)<a class="headerlink" href="#evaluate-x-y" title="Permalink to this headline">Â¶</a></h3>
 <p>æ ¹æ®ç»å®æ°æ®è¯ä¼°æå¤±å½æ°ååº¦éå¼ãç®åä»æ¯æåè¾åºå±ãåæå¤±å½æ°ååº¦éæ¹æ³çç½ç»ãTODO(wangwei) èèå¤æå¤±å½æ°åå¤åº¦éå¼ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>x</strong> â è¾å¥æ°æ®ï¼åä¸ªtensoræä¸ä¸ªåå¸ï¼ å±å -&gt; tensor</li>
-<li><strong>y</strong> â è¾å¥æ°æ®çæ ç¾ï¼åä¸ªtensor.</li>
+<li><p><strong>x</strong> â è¾å¥æ°æ®ï¼åä¸ªtensoræä¸ä¸ªåå¸ï¼ å±å -&gt; tensor</p></li>
+<li><p><strong>y</strong> â è¾å¥æ°æ®çæ ç¾ï¼åä¸ªtensor.</p></li>
 </ul>
 </div>
 <hr class="docutils" />
 <div class="section" id="predict-x">
-<span id="predict-x"></span><h3>predict(x)<a class="headerlink" href="#predict-x" title="Permalink to this headline">Â¶</a></h3>
+<h3>predict(x)<a class="headerlink" href="#predict-x" title="Permalink to this headline">Â¶</a></h3>
 <p>ååç»æ¯ä¸ªå±ä¼ éæ°æ®å°è¾åºå±å¹¶è·å¾è¾åºå¼ã
 ç®åä»æ¯æåè¾åºå±çç½ç»ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>x</strong> - è¾å¥æ°æ®ï¼åä¸ªtesnoræä¸ä¸ªåå¸ï¼ å±å -&gt; tensor</li>
+<li><p><strong>x</strong> - è¾å¥æ°æ®ï¼åä¸ªtesnoræä¸ä¸ªåå¸ï¼ å±å -&gt; tensor</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> åä¸ªè¾åºtensorä½ä¸ºé¢æµç»æ</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="topo-sort-layers-src-of-layer">
-<span id="topo-sort-layers-src-of-layer"></span><h3>topo_sort(layers, src_of_layer)<a class="headerlink" href="#topo-sort-layers-src-of-layer" title="Permalink to this headline">Â¶</a></h3>
+<h3>topo_sort(layers, src_of_layer)<a class="headerlink" href="#topo-sort-layers-src-of-layer" title="Permalink to this headline">Â¶</a></h3>
 <p>å¯¹ææå±è¿è¡æææåºã
 å¯¹äºå¤è¾å¥å±ï¼å°ä¼ä¿çè¾å¥å±çé¡ºåºã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>layers</strong> â å±åè¡¨ï¼åä¸ªå±ï¼å¦sliceå±ï¼çå¤ä¸ªè¾åºå±åºè¯¥ä»¥æ£ç¡®çé¡ºåºå å¥ï¼æ¤åè½å°ä¸ä¼æ¹åå¶é¡ºåºã</li>
-<li><strong>src_of_layer</strong> â åå¸: srcå±å -&gt; srcå±åè¡¨</li>
+<li><p><strong>layers</strong> â å±åè¡¨ï¼åä¸ªå±ï¼å¦sliceå±ï¼çå¤ä¸ªè¾åºå±åºè¯¥ä»¥æ£ç¡®çé¡ºåºå å¥ï¼æ¤åè½å°ä¸ä¼æ¹åå¶é¡ºåºã</p></li>
+<li><p><strong>src_of_layer</strong> â åå¸: srcå±å -&gt; srcå±åè¡¨</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> æåºåå±åè¡¨</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="forward-flag-x-output">
-<span id="forward-flag-x-output"></span><h3>forward(flag, x, output=[])<a class="headerlink" href="#forward-flag-x-output" title="Permalink to this headline">Â¶</a></h3>
+<h3>forward(flag, x, output=[])<a class="headerlink" href="#forward-flag-x-output" title="Permalink to this headline">Â¶</a></h3>
 <p>å°è¾å¥ç»è¿æ¯ä¸ªå±ååä¼ éã
 å¦æä¸ä¸ªå±å·ææ¥èªå¶ä»å±åæ¥èªxçè¾å¥ï¼åæ¥èªxçæ°æ®å¨æ¥èªå¶ä»å±çæ°æ®ä¹åè¢«æåºï¼ä¾å¦ï¼å¦æå±1-&gt;å±2å¹¶ä¸x [âlayer2â]å·ææ°æ®ï¼åè¾å¥å±2å±å¹³ï¼å³[x [âlayer2â]ï¼å±1çè¾åº]</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>flag</strong> â Trueä»£è¡¨è®ç»;Falseä»£è¡¨è¯ä¼°;ä¹å¯ä»¥æ¯model_pb2.kTrainæmodel_pb2.kEvalæèå¶ä»æªæ¥å¯è½ä½¿ç¨çå¼ã</li>
-<li><strong>x</strong> â ä¸ä¸ªtensoræä¸ä¸ªåå¸ï¼å±å -&gt; tensor</li>
-<li><strong>output(list)</strong> â å±ååè¡¨ï¼å°ä¼åé»è®¤è¾åºä¸èµ·ä½ä¸ºè¿åå¼</li>
+<li><p><strong>flag</strong> â Trueä»£è¡¨è®ç»;Falseä»£è¡¨è¯ä¼°;ä¹å¯ä»¥æ¯model_pb2.kTrainæmodel_pb2.kEvalæèå¶ä»æªæ¥å¯è½ä½¿ç¨çå¼ã</p></li>
+<li><p><strong>x</strong> â ä¸ä¸ªtensoræä¸ä¸ªåå¸ï¼å±å -&gt; tensor</p></li>
+<li><p><strong>output(list)</strong> â å±ååè¡¨ï¼å°ä¼åé»è®¤è¾åºä¸èµ·ä½ä¸ºè¿åå¼</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> å¦æåªæä¸ä¸ªè¾åºå±ï¼è¿åè¾åºtensor;å¦åè¿ååå¸ï¼å±å-&gt;è¾åºtensor</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="backward">
-<span id="backward"></span><h3>backward()<a class="headerlink" href="#backward" title="Permalink to this headline">Â¶</a></h3>
+<h3>backward()<a class="headerlink" href="#backward" title="Permalink to this headline">Â¶</a></h3>
 <p>è¿è¡ååä¼ é</p>
 <p><strong>è¿åå¼ï¼</strong> ææåæ°çæ¢¯åº¦tensoråè¡¨ã</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="save-f-buffer-size-10-use-pickle-false">
-<span id="save-f-buffer-size-10-use-pickle-false"></span><h3>save(f, buffer_size=10, use_pickle=False)<a class="headerlink" href="#save-f-buffer-size-10-use-pickle-false" title="Permalink to this headline">Â¶</a></h3>
+<h3>save(f, buffer_size=10, use_pickle=False)<a class="headerlink" href="#save-f-buffer-size-10-use-pickle-false" title="Permalink to this headline">Â¶</a></h3>
 <p>ç¨io/snapshotä¿åæ¨¡ååæ°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>f</strong> â æä»¶å</li>
-<li><strong>buffer_size</strong> â è¾å¥è¾åºçå¤§å°(MB)ï¼é»è®¤ä¸º10MBï¼è¯·ç¡®ä¿å®æ¯ä»»ä½ä¸ä¸ªåæ°å¯¹è±¡è¦å¤§ã</li>
-<li><strong>use_pickle(boolean)</strong> â å¦æä¸ºçï¼å°ä½¿ç¨pickleä¿åï¼å¦åï¼å°ç¨protobufååºååï¼ä¼å ç¨è¾å°ç©ºé´ã</li>
+<li><p><strong>f</strong> â æä»¶å</p></li>
+<li><p><strong>buffer_size</strong> â è¾å¥è¾åºçå¤§å°(MB)ï¼é»è®¤ä¸º10MBï¼è¯·ç¡®ä¿å®æ¯ä»»ä½ä¸ä¸ªåæ°å¯¹è±¡è¦å¤§ã</p></li>
+<li><p><strong>use_pickle(boolean)</strong> â å¦æä¸ºçï¼å°ä½¿ç¨pickleä¿åï¼å¦åï¼å°ç¨protobufååºååï¼ä¼å ç¨è¾å°ç©ºé´ã</p></li>
 </ul>
 </div>
 <hr class="docutils" />
 <div class="section" id="load-f-buffer-size-10-use-pickle-false">
-<span id="load-f-buffer-size-10-use-pickle-false"></span><h3>load(f, buffer_size=10, use_pickle=False)<a class="headerlink" href="#load-f-buffer-size-10-use-pickle-false" title="Permalink to this headline">Â¶</a></h3>
+<h3>load(f, buffer_size=10, use_pickle=False)<a class="headerlink" href="#load-f-buffer-size-10-use-pickle-false" title="Permalink to this headline">Â¶</a></h3>
 <p>ç¨io/snapshotå è½½æ¨¡ååæ°ãè¯·åç§save()çåæ°æè¿°ã</p>
 <hr class="docutils" />
 </div>
@@ -381,7 +382,7 @@
         <a href="initializer.html" class="btn btn-neutral float-right" title="åå§åå¨(Initializer)" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="layer.html" class="btn btn-neutral" title="å±(Layer)" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="layer.html" class="btn btn-neutral float-left" title="å±(Layer)" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -390,7 +391,7 @@
 
   <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>
@@ -407,36 +408,17 @@
   
 
 
-  
-
-    <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/zh/docs/optimizer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/optimizer.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/optimizer.html (original)
+++ incubator/singa/site/trunk/zh/docs/optimizer.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <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" />
@@ -44,21 +50,16 @@
 	}
     </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" >
           
 
           
@@ -123,19 +124,19 @@
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-nesterov-lr-none-momentum-0-9-weight-decay-none-regularizer-none-constraint-none">class singa.optimizer.Nesterov(lr=None, momentum=0.9, weight_decay=None, regularizer=None, constraint=None)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-with-lr-epoch-lr-grad-value-name-step-1">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id1">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-rmsprop-rho-0-9-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none">class singa.optimizer.RMSProp(rho=0.9, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-with-lr-epoch-lr-grad-value-name-step-1">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id2">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-adagrad-epsilon-1e-08-lr-none-weight-decay-none-lr-gen-none-regularizer-none-constraint-none">class singa.optimizer.AdaGrad(epsilon=1e-08, lr=None, weight_decay=None, lr_gen=None, regularizer=None, constraint=None)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-with-lr-epoch-lr-grad-value-name-step-1">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id3">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-adam-beta-1-0-9-beta-2-0-999-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none">class singa.optimizer.Adam(beta_1=0.9, beta_2=0.999, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-with-lr-epoch-lr-grad-value-name-step-1">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id4">apply_with_lr(epoch, lr, grad, value, name, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-regularizer">class singa.optimizer.Regularizer</a><ul>
@@ -143,23 +144,23 @@
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-cppregularizer-conf">class singa.optimizer.CppRegularizer(conf)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-epoch-value-grad-step-1">apply(epoch, value, grad, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id5">apply(epoch, value, grad, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-l2regularizer-coefficient">class singa.optimizer.L2Regularizer(coefficient)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-epoch-value-grad-step-1">apply(epoch, value, grad, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id6">apply(epoch, value, grad, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-constraint">class singa.optimizer.Constraint</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-epoch-value-grad-step-1">apply(epoch, value, grad, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id7">apply(epoch, value, grad, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-cppconstraint-conf">class singa.optimizer.CppConstraint(conf)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-epoch-value-grad-step-1">apply(epoch, value, grad, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id8">apply(epoch, value, grad, step=-1)</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="#class-singa-optimizer-l2constraint-threshold-none">class singa.optimizer.L2Constraint(threshold=None)</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="#apply-epoch-value-grad-step-1">apply(epoch, value, grad, step=-1)</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#id9">apply(epoch, value, grad, step=-1)</a></li>
 </ul>
 </li>
 </ul>
@@ -256,19 +257,18 @@
     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>
+    with the License.  You may obtain a copy of the License at
 
-<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>â&gt;</p>
-<div class="section" id="optimizer">
-<span id="optimizer"></span><h1>ä¼åå¨(Optimizer)<a class="headerlink" href="#optimizer" title="Permalink to this headline">Â¶</a></h1>
+      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="optimizer">
+<h1>ä¼åå¨(Optimizer)<a class="headerlink" href="#optimizer" title="Permalink to this headline">Â¶</a></h1>
 <p>è¿ä¸ªæ¨¡ååå«ä¸ç³»åç¨äºæ¨¡ååæ°æ´æ°çä¼åå¨ã</p>
 <p>ç¤ºä¾ç¨æ³ï¼</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">optimizer</span>
@@ -286,208 +286,208 @@
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-optimizer-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-optimizer-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.Optimizer(lr=None, momentum=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-optimizer-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.Optimizer(lr=None, momentum=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-optimizer-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Pythonä¼åå¨ç±»çåºç±»ã
 å¸åå°ï¼ä¼åå¨æå¦ä¸ä½ç¨ï¼</p>
 <ol class="simple">
-<li>æå»ºä¼åå¨</li>
-<li>ï¼å¯éï¼ä»¥åæ°åä¸ºæ³¨åæ¯ç§åæ°</li>
-<li>ä½¿ç¨ä¼åå¨ä¾ç§ç»å®åæ°æ¢¯åº¦åå¶ä»ä¿¡æ¯æ´æ°åæ°å¼</li>
+<li><p>æå»ºä¼åå¨</p></li>
+<li><p>ï¼å¯éï¼ä»¥åæ°åä¸ºæ³¨åæ¯ç§åæ°</p></li>
+<li><p>ä½¿ç¨ä¼åå¨ä¾ç§ç»å®åæ°æ¢¯åº¦åå¶ä»ä¿¡æ¯æ´æ°åæ°å¼</p></li>
 </ol>
 <p>å®çåç±»åºè¯¥éåapply_with_lrå½æ°å·²ç¨äºçå®çåæ°æ´æ°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>lr (float)</strong> â å¦ä¹ éç</li>
-<li><strong>momentum (float)</strong> â å¨é</li>
-<li><strong>weight_decay (float)</strong> â L2æ£ååç³»æ°ï¼è¢«æé¤äºâregularizerâä¹å¤</li>
-<li><strong>regularizer</strong> â  RegularizeræRegularizerConfå®ä¾ï¼å¦è¢«è®¾ç½®ï¼æ£ååå°è¢«ç¨äºapply_with_lr()ã ç¨æ·ä¹å¯ä»¥å¨ä¼åå¨å¤é¨åæ£ååã</li>
-<li><strong>constraint</strong> â ConstraintæConstraintConfå®ä¾ï¼å¦è¢«è®¾ç½®ï¼æ£ååå°è¢«ç¨äºapply_with_lr()ã ç¨æ·ä¹å¯ä»¥å¨ä¼åå¨å¤é¨åæ£ååã</li>
+<li><p><strong>lr (float)</strong> â å¦ä¹ éç</p></li>
+<li><p><strong>momentum (float)</strong> â å¨é</p></li>
+<li><p><strong>weight_decay (float)</strong> â L2æ£ååç³»æ°ï¼è¢«æé¤äºâregularizerâä¹å¤</p></li>
+<li><p><strong>regularizer</strong> â  RegularizeræRegularizerConfå®ä¾ï¼å¦è¢«è®¾ç½®ï¼æ£ååå°è¢«ç¨äºapply_with_lr()ã ç¨æ·ä¹å¯ä»¥å¨ä¼åå¨å¤é¨åæ£ååã</p></li>
+<li><p><strong>constraint</strong> â ConstraintæConstraintConfå®ä¾ï¼å¦è¢«è®¾ç½®ï¼æ£ååå°è¢«ç¨äºapply_with_lr()ã ç¨æ·ä¹å¯ä»¥å¨ä¼åå¨å¤é¨åæ£ååã</p></li>
 </ul>
 <hr class="docutils" />
 <div class="section" id="register-name-specs">
-<span id="register-name-specs"></span><h3>register(name, specs)<a class="headerlink" href="#register-name-specs" title="Permalink to this headline">Â¶</a></h3>
+<h3>register(name, specs)<a class="headerlink" href="#register-name-specs" title="Permalink to this headline">Â¶</a></h3>
 <p>æ³¨ååæ°ï¼åæ¬ä¸ºæ¯ä¸ªåæ°å¯¹è±¡åå»ºæ£åååçº¦ææ¡ä»¶ã è¿éåæ°ç¹å®çæ£åååçº¦ææ¯å¨å±è®¾ç½®ææ´é«ä¼åçº§ã å¦æææåæ°å¯¹äºå¦ä¹ éçãæ£è§åå¨åçº¦ææ¡ä»¶å±äº«ç¸åçè®¾ç½®ï¼åä¸éè¦è°ç¨è¯¥å½æ°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>name (str)</strong> â åæ°å</li>
-<li><strong>specs (ParamSpec)</strong> â protobufå¯¹è±¡ï¼åæ¬æ£åååçº¦ææ¡ä»¶ãå¦ä¹ éçåæå¼è¡°åä¹åã</li>
+<li><p><strong>name (str)</strong> â åæ°å</p></li>
+<li><p><strong>specs (ParamSpec)</strong> â protobufå¯¹è±¡ï¼åæ¬æ£åååçº¦ææ¡ä»¶ãå¦ä¹ éçåæå¼è¡°åä¹åã</p></li>
 </ul>
 </div>
 <hr class="docutils" />
 <div class="section" id="apply-regularizer-constraint-epoch-value-grad-name-none-step-1">
-<span id="apply-regularizer-constraint-epoch-value-grad-name-none-step-1"></span><h3>apply_regularizer_constraint(epoch, value, grad, name=None, step=-1)<a class="headerlink" href="#apply-regularizer-constraint-epoch-value-grad-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
+<h3>apply_regularizer_constraint(epoch, value, grad, name=None, step=-1)<a class="headerlink" href="#apply-regularizer-constraint-epoch-value-grad-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
 <p>å¦æå¯ç¨ï¼å°éç¨æ£åååçº¦ææ¡ä»¶ã å¦æå¨å±æ£ååååæ°ç¹å®çæ£ååé½åå¨ï¼ä¼éç¨åæ°ç¹å®çæ£ååã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</li>
-<li><strong>value (Tensor)</strong> â åæ°Tensor</li>
-<li><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</li>
-<li><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</li>
-<li><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID</li>
+<li><p><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</p></li>
+<li><p><strong>value (Tensor)</strong> â åæ°Tensor</p></li>
+<li><p><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</p></li>
+<li><p><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</p></li>
+<li><p><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> æ´æ°åçæ¢¯åº¦tensor</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="apply-with-lr-epoch-lr-grad-value-name-none-step-1">
-<span id="apply-with-lr-epoch-lr-grad-value-name-none-step-1"></span><h3>apply_with_lr(epoch, lr, grad, value, name=None, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
+<h3>apply_with_lr(epoch, lr, grad, value, name=None, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
 <p>å¦ægradéç©ºï¼åæ ¹æ®ç»å®å¦ä¹ éçæ´æ°åæ°ã</p>
 <p>åç±»ä¼åå¨å¿é¡»éåè¿ä¸ªå½æ°ãå¦ægradä¸ºç©ºï¼å°ä¸åä»»ä½æä½ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</li>
-<li><strong>lr (float)</strong> â å¦ä¹ éç</li>
-<li><strong>value (Tensor)</strong> â åæ°Tensor</li>
-<li><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</li>
-<li><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</li>
-<li><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID
-<strong>è¿åå¼ï¼</strong> æ´æ°åçåæ°å¼</li>
+<li><p><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</p></li>
+<li><p><strong>lr (float)</strong> â å¦ä¹ éç</p></li>
+<li><p><strong>value (Tensor)</strong> â åæ°Tensor</p></li>
+<li><p><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</p></li>
+<li><p><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</p></li>
+<li><p><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID
+<strong>è¿åå¼ï¼</strong> æ´æ°åçåæ°å¼</p></li>
 </ul>
 </div>
 <hr class="docutils" />
 <div class="section" id="apply-epoch-grad-value-name-none-step-1">
-<span id="apply-epoch-grad-value-name-none-step-1"></span><h3>apply(epoch, grad, value, name=None, step=-1)<a class="headerlink" href="#apply-epoch-grad-value-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
+<h3>apply(epoch, grad, value, name=None, step=-1)<a class="headerlink" href="#apply-epoch-grad-value-name-none-step-1" title="Permalink to this headline">Â¶</a></h3>
 <p>åè®¾å¦ä¹ éççæå¨éç½®å®æï¼å®æåæ°æ´æ°ã åç±»ä¸éè¦éåè¿ä¸ªå½æ°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</li>
-<li><strong>value (Tensor)</strong> â åæ°Tensor</li>
-<li><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</li>
-<li><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</li>
-<li><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID</li>
+<li><p><strong>epoch (int)</strong> â è®ç»çepoch ID ï¼å®æ´è®ç»ä¸éè®ç»æ°æ®ç§°ä¸ºä¸ä¸ªepochï¼</p></li>
+<li><p><strong>value (Tensor)</strong> â åæ°Tensor</p></li>
+<li><p><strong>grad (Tensor)</strong> â åæ°æ¢¯åº¦Tensor</p></li>
+<li><p><strong>name (string)</strong> â åæ°åä»¥ç´¢å¼å°ç¹å®çè§åï¼æ£ååæçº¦ææ¡ä»¶ï¼</p></li>
+<li><p><strong>step (int)</strong> â æ¯ä¸ªepochåçè¿ä»£ID</p></li>
 </ul>
 <p><strong>è¿åå¼ï¼</strong> æ´æ°åçåæ°å¼</p>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-sgd-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-sgd-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.SGD(lr=None, momentum=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-sgd-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.SGD(lr=None, momentum=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-sgd-lr-none-momentum-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Optimizer</span></code></p>
 <p>åå§çåå«å¨éçéæºæ¢¯åº¦ä¸éç®æ³ã åæ°è¯¦è§Optimizeråºç±»ã</p>
 <div class="section" id="apply-with-lr-epoch-lr-grad-value-name-step-1">
-<span id="apply-with-lr-epoch-lr-grad-value-name-step-1"></span><h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
+<h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-nesterov-lr-none-momentum-0-9-weight-decay-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-nesterov-lr-none-momentum-0-9-weight-decay-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.Nesterov(lr=None, momentum=0.9, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-nesterov-lr-none-momentum-0-9-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.Nesterov(lr=None, momentum=0.9, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-nesterov-lr-none-momentum-0-9-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Optimizer</span></code></p>
 <p>åå«Nesterovå¨éçéæºæ¢¯åº¦ä¸éç®æ³ãåæ°è¯¦è§Optimizeråºç±»ã</p>
-<div class="section" id="apply-with-lr-epoch-lr-grad-value-name-step-1">
-<span id="id1"></span><h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id1">
+<h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#id1" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-rmsprop-rho-0-9-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-rmsprop-rho-0-9-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.RMSProp(rho=0.9, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-rmsprop-rho-0-9-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.RMSProp(rho=0.9, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-rmsprop-rho-0-9-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Optimizer</span></code></p>
 <p>RMSPropä¼åå¨ãæé å¨åæ°è¯·åèOptimizeråºç±»ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>rho (float)</strong> â [0, 1]é´çæµ®ç¹æ°</li>
-<li><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</li>
+<li><p><strong>rho (float)</strong> â [0, 1]é´çæµ®ç¹æ°</p></li>
+<li><p><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</p></li>
 </ul>
-<div class="section" id="apply-with-lr-epoch-lr-grad-value-name-step-1">
-<span id="id2"></span><h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id2">
+<h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#id2" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-adagrad-epsilon-1e-08-lr-none-weight-decay-none-lr-gen-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-adagrad-epsilon-1e-08-lr-none-weight-decay-none-lr-gen-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.AdaGrad(epsilon=1e-08, lr=None, weight_decay=None, lr_gen=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-adagrad-epsilon-1e-08-lr-none-weight-decay-none-lr-gen-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.AdaGrad(epsilon=1e-08, lr=None, weight_decay=None, lr_gen=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-adagrad-epsilon-1e-08-lr-none-weight-decay-none-lr-gen-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Optimizer</span></code></p>
 <p>AdaGradä¼åå¨ãæé å¨åæ°è¯·åèOptimizeråºç±»ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</li>
+<li><p><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</p></li>
 </ul>
-<div class="section" id="apply-with-lr-epoch-lr-grad-value-name-step-1">
-<span id="id3"></span><h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id3">
+<h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#id3" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-adam-beta-1-0-9-beta-2-0-999-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none">
-<span id="class-singa-optimizer-adam-beta-1-0-9-beta-2-0-999-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none"></span><h2>class singa.optimizer.Adam(beta_1=0.9, beta_2=0.999, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-adam-beta-1-0-9-beta-2-0-999-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.Adam(beta_1=0.9, beta_2=0.999, epsilon=1e-08, lr=None, weight_decay=None, regularizer=None, constraint=None)<a class="headerlink" href="#class-singa-optimizer-adam-beta-1-0-9-beta-2-0-999-epsilon-1e-08-lr-none-weight-decay-none-regularizer-none-constraint-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Optimizer</span></code></p>
 <p>Adaä¼åå¨ãæé å¨åæ°è¯·åèOptimizeråºç±»ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>beta_1 (float)</strong> â å¨éç³»æ°</li>
-<li><strong>beta_2 (float)</strong> â æ´åçæ¢¯åº¦å¹³æ¹çç³»æ°</li>
-<li><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</li>
+<li><p><strong>beta_1 (float)</strong> â å¨éç³»æ°</p></li>
+<li><p><strong>beta_2 (float)</strong> â æ´åçæ¢¯åº¦å¹³æ¹çç³»æ°</p></li>
+<li><p><strong>epsilon (float)</strong> â å¾å°çå¼ï¼ä»¥é¿åæ°å¼è¯¯å·®</p></li>
 </ul>
-<div class="section" id="apply-with-lr-epoch-lr-grad-value-name-step-1">
-<span id="id4"></span><h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#apply-with-lr-epoch-lr-grad-value-name-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id4">
+<h3>apply_with_lr(epoch, lr, grad, value, name, step=-1)<a class="headerlink" href="#id4" title="Permalink to this headline">Â¶</a></h3>
 <p>æ´æ°ä¸ä¸ªåæ°å¯¹è±¡</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>step (int)</strong> â ç´¯ç§¯è®ç»è¿ä»£æ°ï¼èä¸æ¯å½åè¿ä»£ID</li>
+<li><p><strong>step (int)</strong> â ç´¯ç§¯è®ç»è¿ä»£æ°ï¼èä¸æ¯å½åè¿ä»£ID</p></li>
 </ul>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-regularizer">
-<span id="class-singa-optimizer-regularizer"></span><h2>class singa.optimizer.Regularizer<a class="headerlink" href="#class-singa-optimizer-regularizer" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.Regularizer<a class="headerlink" href="#class-singa-optimizer-regularizer" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Pythonåæ°æ¢¯åº¦æ£ååçåºç±»ã</p>
 <div class="section" id="apply-epoch-value-grad-step-1">
-<span id="apply-epoch-value-grad-step-1"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-cppregularizer-conf">
-<span id="class-singa-optimizer-cppregularizer-conf"></span><h2>class singa.optimizer.CppRegularizer(conf)<a class="headerlink" href="#class-singa-optimizer-cppregularizer-conf" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.CppRegularizer(conf)<a class="headerlink" href="#class-singa-optimizer-cppregularizer-conf" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Regularizer</span></code></p>
 <p>æ£ååçå°è£ä½¿ç¨C++å®ç°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>conf (RegularizerConf)</strong> â protobuféç½®ä¿¡æ¯</li>
+<li><p><strong>conf (RegularizerConf)</strong> â protobuféç½®ä¿¡æ¯</p></li>
 </ul>
-<div class="section" id="apply-epoch-value-grad-step-1">
-<span id="id5"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id5">
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#id5" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-l2regularizer-coefficient">
-<span id="class-singa-optimizer-l2regularizer-coefficient"></span><h2>class singa.optimizer.L2Regularizer(coefficient)<a class="headerlink" href="#class-singa-optimizer-l2regularizer-coefficient" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.L2Regularizer(coefficient)<a class="headerlink" href="#class-singa-optimizer-l2regularizer-coefficient" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Regularizer</span></code></p>
 <p>L2æ£ååã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>coefficient (float)</strong> â æ£ååç³»æ°</li>
+<li><p><strong>coefficient (float)</strong> â æ£ååç³»æ°</p></li>
 </ul>
-<div class="section" id="apply-epoch-value-grad-step-1">
-<span id="id6"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id6">
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#id6" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-constraint">
-<span id="class-singa-optimizer-constraint"></span><h2>class singa.optimizer.Constraint<a class="headerlink" href="#class-singa-optimizer-constraint" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.Constraint<a class="headerlink" href="#class-singa-optimizer-constraint" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">object</span></code></p>
 <p>Pythonåæ°æ¢¯åº¦çº¦æçåºç±»ã</p>
-<div class="section" id="apply-epoch-value-grad-step-1">
-<span id="id7"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id7">
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#id7" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-cppconstraint-conf">
-<span id="class-singa-optimizer-cppconstraint-conf"></span><h2>class singa.optimizer.CppConstraint(conf)<a class="headerlink" href="#class-singa-optimizer-cppconstraint-conf" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.CppConstraint(conf)<a class="headerlink" href="#class-singa-optimizer-cppconstraint-conf" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Constraint</span></code></p>
 <p>çº¦æçå°è£ä½¿ç¨C++å®ç°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>conf (RegularizerConf)</strong> â protobuféç½®ä¿¡æ¯</li>
+<li><p><strong>conf (RegularizerConf)</strong> â protobuféç½®ä¿¡æ¯</p></li>
 </ul>
-<div class="section" id="apply-epoch-value-grad-step-1">
-<span id="id8"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id8">
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#id8" title="Permalink to this headline">Â¶</a></h3>
 </div>
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-optimizer-l2constraint-threshold-none">
-<span id="class-singa-optimizer-l2constraint-threshold-none"></span><h2>class singa.optimizer.L2Constraint(threshold=None)<a class="headerlink" href="#class-singa-optimizer-l2constraint-threshold-none" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.optimizer.L2Constraint(threshold=None)<a class="headerlink" href="#class-singa-optimizer-l2constraint-threshold-none" title="Permalink to this headline">Â¶</a></h2>
 <p>åºç±»ï¼<code class="docutils literal notranslate"><span class="pre">singa.optimizer.Constraint</span></code></p>
 <p>æ¢¯åº¦ç¼©æ¾ä½¿å¾L2 normå°äºç»å®éå¼ã</p>
-<div class="section" id="apply-epoch-value-grad-step-1">
-<span id="id9"></span><h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#apply-epoch-value-grad-step-1" title="Permalink to this headline">Â¶</a></h3>
+<div class="section" id="id9">
+<h3>apply(epoch, value, grad, step=-1)<a class="headerlink" href="#id9" title="Permalink to this headline">Â¶</a></h3>
 <hr class="docutils" />
 </div>
 </div>
@@ -504,7 +504,7 @@
         <a href="data.html" class="btn btn-neutral float-right" title="æ°æ®(Data)" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="metric.html" class="btn btn-neutral" title="åº¦é(Metric)" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="metric.html" class="btn btn-neutral float-left" title="åº¦é(Metric)" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -513,7 +513,7 @@
 
   <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>
@@ -530,36 +530,17 @@
   
 
 
-  
-
-    <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/zh/docs/snapshot.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/snapshot.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/snapshot.html (original)
+++ incubator/singa/site/trunk/zh/docs/snapshot.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <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" />
@@ -44,21 +50,16 @@
 	}
     </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" >
           
 
           
@@ -210,19 +211,18 @@
     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>
+    with the License.  You may obtain a copy of the License at
 
-<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>â&gt;</p>
-<div class="section" id="snapshot">
-<span id="snapshot"></span><h1>Snapshot<a class="headerlink" href="#snapshot" title="Permalink to this headline">Â¶</a></h1>
+      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="snapshot">
+<h1>Snapshot<a class="headerlink" href="#snapshot" title="Permalink to this headline">Â¶</a></h1>
 <p>æ¤æ¨¡ååå«io::snapshotç±»åå¶æ¹æ³ã</p>
 <p>ç¤ºä¾ç¨æ³ï¼</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">snapshot</span>
@@ -237,22 +237,22 @@
 </div>
 <hr class="docutils" />
 <div class="section" id="class-singa-snapshot-snapshot-f-mode-buffer-size-10">
-<span id="class-singa-snapshot-snapshot-f-mode-buffer-size-10"></span><h2>class singa.snapshot.Snapshot(f, mode, buffer_size=10)<a class="headerlink" href="#class-singa-snapshot-snapshot-f-mode-buffer-size-10" title="Permalink to this headline">Â¶</a></h2>
+<h2>class singa.snapshot.Snapshot(f, mode, buffer_size=10)<a class="headerlink" href="#class-singa-snapshot-snapshot-f-mode-buffer-size-10" title="Permalink to this headline">Â¶</a></h2>
 <p><code class="docutils literal notranslate"><span class="pre">singa::Snapshot</span></code>ç±»åæåå½æ°ã</p>
 <hr class="docutils" />
 <div class="section" id="read">
-<span id="read"></span><h3>read()<a class="headerlink" href="#read" title="Permalink to this headline">Â¶</a></h3>
+<h3>read()<a class="headerlink" href="#read" title="Permalink to this headline">Â¶</a></h3>
 <p>è°ç¨readæ¹æ³å è½½ææä¿¡æ¯ï¼åæ°åï¼åæ°å¼ï¼ã</p>
 <p><strong>è¿åå¼ï¼</strong> ï¼åæ°åï¼åæ°å¼ï¼çåå¸</p>
 </div>
 <hr class="docutils" />
 <div class="section" id="write-param-name-param-val">
-<span id="write-param-name-param-val"></span><h3>write(param_name, param_val)<a class="headerlink" href="#write-param-name-param-val" title="Permalink to this headline">Â¶</a></h3>
+<h3>write(param_name, param_val)<a class="headerlink" href="#write-param-name-param-val" title="Permalink to this headline">Â¶</a></h3>
 <p>è°ç¨writeæ¹æ³åååæ°ã</p>
 <p><strong>åæ°ï¼</strong></p>
 <ul class="simple">
-<li><strong>param_name (string)</strong> â åæ°å</li>
-<li><strong>param_val (Tensor)</strong> â åæ°å¼çtensor</li>
+<li><p><strong>param_name (string)</strong> â åæ°å</p></li>
+<li><p><strong>param_val (Tensor)</strong> â åæ°å¼çtensor</p></li>
 </ul>
 <hr class="docutils" />
 </div>
@@ -270,7 +270,7 @@
         <a href="utils.html" class="btn btn-neutral float-right" title="Utils" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="image_tool.html" class="btn btn-neutral" title="å¾åå·¥å·" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="image_tool.html" class="btn btn-neutral float-left" title="å¾åå·¥å·" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -279,7 +279,7 @@
 
   <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>
@@ -296,36 +296,17 @@
   
 
 
-  
-
-    <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/zh/docs/software_stack.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/software_stack.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/software_stack.html (original)
+++ incubator/singa/site/trunk/zh/docs/software_stack.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <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" />
@@ -44,21 +50,16 @@
 	}
     </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" >
           
 
           
@@ -103,9 +104,9 @@
 <li class="toctree-l1 current"><a class="reference internal" href="index.html">ææ¡£</a><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="installation.html">å®è£</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">è½¯ä»¶æ¶æ</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#">æ ¸å¿</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#">æ¨¡å</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#">è¾å¥è¾åº</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#id2">æ ¸å¿</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#id3">æ¨¡å</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#id4">è¾å¥è¾åº</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="device.html">è®¾å¤(Device)</a></li>
@@ -201,26 +202,25 @@
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
             
-  <div class="section" id="">
-<span id="id1"></span><h1>è½¯ä»¶æ¶æ<a class="headerlink" href="#" title="Permalink to this headline">Â¶</a></h1>
+  <div class="section" id="id1">
+<h1>è½¯ä»¶æ¶æ<a class="headerlink" href="#id1" title="Permalink to this headline">Â¶</a></h1>
 <p>SINGAçè½¯ä»¶æ¶æåæ¬ä¸ä¸ªä¸»è¦é¨åï¼å³æ ¸å¿ï¼Coreï¼ï¼è¾å¥è¾åºï¼IOï¼åæ¨¡åï¼Modelï¼ã å¾1éè¿°äºè¿äºç»ä»¶ä»¥åç¡¬ä»¶ãæ ¸å¿é¨åæä¾äºååç®¡çåå¼ éæä½ï¼è¾å¥è¾åºåæ¬ä»ï¼åï¼ç£çåç½ç»è¯»åï¼åå¥ï¼çç±»ï¼æ¨¡åé¨åä¸ºæºå¨å¦ä¹ æ¨¡åæä¾æ°æ®ç»æåç®æ³æ¯æï¼æ¯å¦ç¨äºç¥ç»ç½ç»æ¨¡åçå±ï¼ç¨äºéç¨æºå¨å¦ä¹ æ¨¡åçä¼åå¨/åå§å/åº¦é/æå¤±å½æ°çã</p>
-<p><img src="../_static/images/singav1-sw.png" align="center" width="500px"/>
+<img src="../_static/images/singav1-sw.png" align="center" width="500px"/>
 <br/>
-<span><strong>Figure 1 - SINGA V1 software stack.</strong></span></p>
-<div class="section" id="">
-<span id="id2"></span><h2>æ ¸å¿<a class="headerlink" href="#" title="Permalink to this headline">Â¶</a></h2>
+<span><strong>Figure 1 - SINGA V1 software stack.</strong></span><div class="section" id="id2">
+<h2>æ ¸å¿<a class="headerlink" href="#id2" title="Permalink to this headline">Â¶</a></h2>
 <p>å¼ é(<a class="reference external" href="tensor.html">Tensor</a>)åè®¾å¤(<a class="reference external" href="device.html">Device</a>)æ¯SINGAçä¸¤ä¸ªæ ¸å¿æ½è±¡ç±»ã Tensorä»£è¡¨äºä¸ä¸ªå¤ç»´æ°ç»ï¼åå¨äºæ¨¡åçåéå¹¶ä¸ä¸ºæºå¨å¦ä¹ ç®æ³æä¾çº¿æ§ä»£æ°çæä½ï¼è¿äºæä½åæ¬ç©éµä¹æ³åéæºå½æ°ãæ¯ä¸ªTensorå®ä¾è¢«åéå¨ä¸ä¸ªè®¾å¤å®ä¾ä¸ã æ¯ä¸ªDeviceå®ä¾è¢«åå»ºå¨ä¸å°ç¡¬ä»¶è®¾å¤ä¸ï¼å¦GPUæCPUæ ¸ä¸ãè®¾å¤ç±»ç¨äºç®¡çå¼ éæå ç¨çååä»¥åå¨æ§è¡ååä¸æ§è¡å¼ éæä½ï¼æ¯å¦CPUçº¿ç¨æ
 CUDAæµã</p>
 <p>ä¾èµäºç¡¬ä»¶åç¼ç¨è¯è¨ï¼SINGAå®ç°äºä»¥ä¸ç¹å®çè®¾å¤ç±»ï¼</p>
 <ul class="simple">
-<li><strong>CudaGPU</strong> ä»£è¡¨ä¸ä¸ªNvidia GPUã æ§è¡ååæ¯CUDAæµã</li>
-<li><strong>CppCPU</strong> ä»£è¡¨ä¸ä¸ªCPUã æ§è¡ååæ¯CPUçº¿ç¨ã</li>
-<li><strong>OpenclGPU</strong> ä»£è¡¨NvidiaåAMDçGPUãæ§è¡ååæ¯CommandQueuesãOpenCLåå¾å¤ç¡¬ä»¶è®¾å¤å¼å®¹ï¼æ¯å¦FPGAåARMï¼æä»¥OpenclGPUå¯ä»¥æ©å±å°å¶ä»è®¾å¤ä¸ã</li>
+<li><p><strong>CudaGPU</strong> ä»£è¡¨ä¸ä¸ªNvidia GPUã æ§è¡ååæ¯CUDAæµã</p></li>
+<li><p><strong>CppCPU</strong> ä»£è¡¨ä¸ä¸ªCPUã æ§è¡ååæ¯CPUçº¿ç¨ã</p></li>
+<li><p><strong>OpenclGPU</strong> ä»£è¡¨NvidiaåAMDçGPUãæ§è¡ååæ¯CommandQueuesãOpenCLåå¾å¤ç¡¬ä»¶è®¾å¤å¼å®¹ï¼æ¯å¦FPGAåARMï¼æä»¥OpenclGPUå¯ä»¥æ©å±å°å¶ä»è®¾å¤ä¸ã</p></li>
 </ul>
 <p>ä¸åç±»åçè®¾å¤ä½¿ç¨ä¸åç¼ç¨è¯è¨ä¹¦åç¨äºå¼ éæä½çæ ¸å½æ°ï¼</p>
 <ul class="simple">
-<li>CppMath (tensor_math_cpp.h) ç¨Cppå®ç°äºCppCPUçå¼ éæä½</li>
-<li>CudaMath (tensor_math_cuda.h) ç¨CUDAå®ç°äºCudaGPUçå¼ éæä½</li>
-<li>OpenclMath (tensor_math_opencl.h) ç¨OpenCLå®ç°äºOpenclGPUçå¼ éæä½</li>
+<li><p>CppMath (tensor_math_cpp.h) ç¨Cppå®ç°äºCppCPUçå¼ éæä½</p></li>
+<li><p>CudaMath (tensor_math_cuda.h) ç¨CUDAå®ç°äºCudaGPUçå¼ éæä½</p></li>
+<li><p>OpenclMath (tensor_math_opencl.h) ç¨OpenCLå®ç°äºOpenclGPUçå¼ éæä½</p></li>
 </ul>
 <p>å¦å¤ï¼ä¸åç±»åçæ°æ®ï¼æ¯å¦float32åfloat16,å¯ä»¥éè¿å å¥ç¸åºçå¼ éå½æ°æ¥æ¯æã</p>
 <p>å¸åå°ï¼ç¨æ·å°åå»ºä¸ä¸ªDeviceå®ä¾å¹¶æå®ä¼ ç»å¤ä¸ªTensorå®ä¾ã å½ç¨æ·è°ç¨Tensorå½æ°æ¶ï¼è¿äºå½æ°ä¼èªå¨å¤èµ·å¯¹åºçå®ç°(CppMath/CudaMath/OpenclMath)ã æ¢å¥è¯è¯´ï¼Tensoræä½çå®ç°å¯¹ç¨æ·æ¯éæçã</p>
@@ -228,27 +228,27 @@
 <p>TensoråDeviceçæ½è±¡åå¯ä»¥æ©å±éè¿ä¸åç¼ç¨è¯è¨ä»¥æ¯æå¤§éç¡¬ä»¶è®¾å¤ã ä¸ä¸ªæ°çç¡¬ä»¶è®¾å¤å¯ä»¥éè¿æ·»å ä¸ä¸ªæ°çDeviceåç±»åå®ç°ç¸åºçå¼ éæä½ï¼xxxMathï¼å ä»¥æ¯æã</p>
 <p>åºäºéåº¦åç©ºé´å ç¨çä¼åå¯ä»¥è¢«Deviceå®ç°ã å®ç®¡ççæä½æ§è¡åååçåéåéæ¾ã æ´å¤çä¼åç»èå¯ä»¥å¨<a class="reference external" href="device.html">Deviceé¡µé¢</a>çå°ã</p>
 </div>
-<div class="section" id="">
-<span id="id3"></span><h2>æ¨¡å<a class="headerlink" href="#" title="Permalink to this headline">Â¶</a></h2>
+<div class="section" id="id3">
+<h2>æ¨¡å<a class="headerlink" href="#id3" title="Permalink to this headline">Â¶</a></h2>
 <p>å¨TensoråDeviceçæ½è±¡åä¹ä¸ï¼SINGAæä¾äºæ´é«çº§çç±»ç¨äºæºå¨å¦ä¹ æ¨¡åã</p>
 <ul class="simple">
-<li><a class="reference external" href="layer.html">Layer</a>åå®çåç±»ç¹å«ç¨äºç¥ç»ç½ç»ã æ¯ä¸ªå±ä¸ºååä¼ éç¹å¾åååä¼ éæ¢¯åº¦æä¾å½æ°æ¯æã å®ä»¬å°å¤æçæä½å°è£èµ·æ¥ä½¿ç¨æ·å¯ä»¥å¾å®¹æåå»ºç¥ç»ç½ç»è¿æ¥ä¸ç³»åå±ã</li>
-<li><a class="reference external" href="initializer.html">Initializer</a>åå®çåç±»ä¸ºåå§åæ¨¡ååæ°ï¼åå¨å¨Tesnorå®ä¾ä¸ï¼æä¾äºå¯åçæ¹æ³ï¼åæ¬Uniform,Gaussianççã</li>
-<li><a class="reference external" href="loss.html">Loss</a>åå®çåç±»å®ä¹äºè®ç»ç®æ æå¤±å½æ°ãä¸ç®æ æå¤±å¯¹åºçè®¡ç®æå¤±å¼åè®¡ç®æ¢¯åº¦çå½æ°é½å·²è¢«å®ç°ã å¸¸è§çæå¤±å½æ°åæ¬å¹³æ¹å·®åäº¤åçµã</li>
-<li><a class="reference external" href="metric.html">Metric</a>åå®çåç±»æä¾äºè¯ä¼°æ¨¡åæ§è½çå½æ°ï¼æ¯å¦ç²¾ç¡®åº¦ã</li>
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+<li><p><a class="reference external" href="layer.html">Layer</a>åå®çåç±»ç¹å«ç¨äºç¥ç»ç½ç»ã æ¯ä¸ªå±ä¸ºååä¼ éç¹å¾åååä¼ éæ¢¯åº¦æä¾å½æ°æ¯æã å®ä»¬å°å¤æçæä½å°è£èµ·æ¥ä½¿ç¨æ·å¯ä»¥å¾å®¹æåå»ºç¥ç»ç½ç»è¿æ¥ä¸ç³»åå±ã</p></li>
+<li><p><a class="reference external" href="initializer.html">Initializer</a>åå®çåç±»ä¸ºåå§åæ¨¡ååæ°ï¼åå¨å¨Tesnorå®ä¾ä¸ï¼æä¾äºå¯åçæ¹æ³ï¼åæ¬Uniform,Gaussianççã</p></li>
+<li><p><a class="reference external" href="loss.html">Loss</a>åå®çåç±»å®ä¹äºè®ç»ç®æ æå¤±å½æ°ãä¸ç®æ æå¤±å¯¹åºçè®¡ç®æå¤±å¼åè®¡ç®æ¢¯åº¦çå½æ°é½å·²è¢«å®ç°ã å¸¸è§çæå¤±å½æ°åæ¬å¹³æ¹å·®åäº¤åçµã</p></li>
+<li><p><a class="reference external" href="metric.html">Metric</a>åå®çåç±»æä¾äºè¯ä¼°æ¨¡åæ§è½çå½æ°ï¼æ¯å¦ç²¾ç¡®åº¦ã</p></li>
+<li><p><a class="reference external" href="optimizer.html">Optimizer</a>åå®çåç±»å®ç°äºå¦ä½å©ç¨åæ°æ¢¯åº¦æ´æ°æ¨¡ååæ°çæ¹æ³ï¼åæ¬SGD, AdaGrad, RMSPropççã</p></li>
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-<div class="section" id="">
-<span id="id4"></span><h2>è¾å¥è¾åº<a class="headerlink" href="#" title="Permalink to this headline">Â¶</a></h2>
+<div class="section" id="id4">
+<h2>è¾å¥è¾åº<a class="headerlink" href="#id4" title="Permalink to this headline">Â¶</a></h2>
 <p>è¾å¥è¾åºåå«æ°æ®å è½½ï¼æ°æ®é¢å¤çåä¿¡æ¯ä¼ éç±»ã</p>
 <ul class="simple">
-<li>Readeråå®çåç±»ä»ç£çæä»¶å è½½åç¬¦ä¸²è®°å½</li>
-<li>Writeråå®çåç±»å°åç¬¦ä¸²è®°å½åå°ç£çæä»¶ä¸</li>
-<li>Encoderåå®çåç±»å°Tensorå®ä¾ç¼è¯æåç¬¦ä¸²è®°å½</li>
-<li>Decoderåå®çåç±»å°åç¬¦ä¸²è®°å½è§£ç ä¸ºTensorå®ä¾</li>
-<li>Endpointä»£è¡¨ä¸ºæ¶æ¯ä¼ éæä¾å½æ°çäº¤äºç»ç«¯</li>
-<li>Messageä»£è¡¨Endpointå®ä¾é´çäº¤äºæ¶æ¯ãå®ä¼ä¼ éåæ°æ®åè´è½½</li>
+<li><p>Readeråå®çåç±»ä»ç£çæä»¶å è½½åç¬¦ä¸²è®°å½</p></li>
+<li><p>Writeråå®çåç±»å°åç¬¦ä¸²è®°å½åå°ç£çæä»¶ä¸</p></li>
+<li><p>Encoderåå®çåç±»å°Tensorå®ä¾ç¼è¯æåç¬¦ä¸²è®°å½</p></li>
+<li><p>Decoderåå®çåç±»å°åç¬¦ä¸²è®°å½è§£ç ä¸ºTensorå®ä¾</p></li>
+<li><p>Endpointä»£è¡¨ä¸ºæ¶æ¯ä¼ éæä¾å½æ°çäº¤äºç»ç«¯</p></li>
+<li><p>Messageä»£è¡¨Endpointå®ä¾é´çäº¤äºæ¶æ¯ãå®ä¼ä¼ éåæ°æ®åè´è½½</p></li>
 </ul>
 </div>
 </div>
@@ -264,7 +264,7 @@
         <a href="device.html" class="btn btn-neutral float-right" title="è®¾å¤(Device)" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="installation.html" class="btn btn-neutral" title="å®è£" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="installation.html" class="btn btn-neutral float-left" title="å®è£" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -273,7 +273,7 @@
 
   <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>
@@ -290,36 +290,17 @@
   
 
 
-  
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-            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>