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Posted to commits@singa.apache.org by wa...@apache.org on 2017/01/24 14:49:41 UTC
svn commit: r1780083 [2/3] - in /incubator/singa/site/trunk: en/
en/community/ en/develop/ en/docs/ en/docs/examples/
en/docs/examples/caffe/ en/docs/examples/char-rnn/
en/docs/examples/cifar10/ en/docs/examples/imagenet/
en/docs/examples/mnist/ en/doc...
Modified: incubator/singa/site/trunk/en/docs/net.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/net.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/net.html (original)
+++ incubator/singa/site/trunk/en/docs/net.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>FeedForward Net — incubator-singa 1.0.1 documentation</title>
+ <title>FeedForward Net — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Initializer" href="initializer.html"/>
<link rel="prev" title="Layer" href="layer.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -171,6 +171,41 @@
<span id="feedforward-net"></span><h1>FeedForward Net<a class="headerlink" href="#module-singa.net" title="Permalink to this headline">¶</a></h1>
<p>Nerual net class for constructing the nets using layers and providing access
functions for net info, e.g., parameters.</p>
+<p>Example usages:</p>
+<div class="highlight-python"><div class="highlight"><pre><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>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">metric</span>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">loss</span>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">layer</span>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">device</span>
+
+<span class="c1"># create net and add layers</span>
+<span class="n">net</span> <span class="o">=</span> <span class="n">ffnet</span><span class="o">.</span><span class="n">FeedForwardNet</span><span class="p">(</span><span class="n">loss</span><span class="o">.</span><span class="n">SoftmaxCrossEntropy</span><span class="p">(),</span> <span class="n">metric</span><span class="o">.</span><span class="n">Accuracy</span><span class="p">())</span>
+<span class="n">net</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">Conv2D</span><span class="p">(</span><span class="s1">'conv1'</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">input_sample_shape</span><span class="o">=</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">32</span><span class="p">,</span><span class="mi">32</span><span class="p">,)))</span>
+<span class="n">net</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">Activation</span><span class="p">(</span><span class="s1">'relu1'</span><span class="p">))</span>
+<span class="n">net</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">MaxPooling2D</span><span class="p">(</span><span class="s1">'pool1'</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">))</span>
+<span class="n">net</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">Flatten</span><span class="p">(</span><span class="s1">'flat'</span><span class="p">))</span>
+<span class="n">net</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">Dense</span><span class="p">(</span><span class="s1">'dense'</span><span class="p">,</span> <span class="mi">10</span><span class="p">))</span>
+
+<span class="c1"># init parameters</span>
+<span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">net</span><span class="o">.</span><span class="n">param_values</span><span class="p">():</span>
+ <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">p</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+ <span class="n">p</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">p</span><span class="o">.</span><span class="n">gaussian</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mf">0.01</span><span class="p">)</span>
+
+<span class="c1"># move net onto gpu</span>
+<span class="n">dev</span> <span class="o">=</span> <span class="n">device</span><span class="o">.</span><span class="n">create_cuda_gpu</span><span class="p">()</span>
+<span class="n">net</span><span class="o">.</span><span class="n">to_device</span><span class="p">(</span><span class="n">dev</span><span class="p">)</span>
+
+<span class="c1"># training (skipped)</span>
+
+<span class="c1"># do prediction after training</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">Tensor</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="mi">32</span><span class="p">),</span> <span class="n">dev</span><span class="p">)</span>
+<span class="n">x</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+<span class="n">y</span> <span class="o">=</span> <span class="n">net</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+<span class="k">print</span> <span class="n">tensor</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(</span><span class="n">y</span><span class="p">)</span>
+</pre></div>
+</div>
<dl class="class">
<dt id="singa.net.FeedForwardNet">
<em class="property">class </em><code class="descclassname">singa.net.</code><code class="descname">FeedForwardNet</code><span class="sig-paren">(</span><em>loss=None</em>, <em>metric=None</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet" title="Permalink to this definition">¶</a></dt>
@@ -178,7 +213,9 @@ functions for net info, e.g., parameters
<dl class="method">
<dt id="singa.net.FeedForwardNet.to_device">
<code class="descname">to_device</code><span class="sig-paren">(</span><em>dev</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet.to_device" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Move the net onto the given device, including
+all parameters and intermediate data.</p>
+</dd></dl>
<dl class="method">
<dt id="singa.net.FeedForwardNet.add">
@@ -193,7 +230,11 @@ the src is a list of the src layers.</p>
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>lyr</strong> (<a class="reference internal" href="layer.html#singa.layer.Layer" title="singa.layer.Layer"><em>Layer</em></a>) – the layer to be added</td>
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
+<li><strong>lyr</strong> (<a class="reference internal" href="layer.html#singa.layer.Layer" title="singa.layer.Layer"><em>Layer</em></a>) – the layer to be added</li>
+<li><strong>src</strong> (<a class="reference internal" href="layer.html#singa.layer.Layer" title="singa.layer.Layer"><em>Layer</em></a>) – the source layer of lyr</li>
+</ul>
+</td>
</tr>
</tbody>
</table>
@@ -202,17 +243,20 @@ the src is a list of the src layers.</p>
<dl class="method">
<dt id="singa.net.FeedForwardNet.param_values">
<code class="descname">param_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet.param_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Return a list of tensors for all parameters</p>
+</dd></dl>
<dl class="method">
<dt id="singa.net.FeedForwardNet.param_specs">
<code class="descname">param_specs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet.param_specs" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Return a list of ParamSpec for all parameters</p>
+</dd></dl>
<dl class="method">
<dt id="singa.net.FeedForwardNet.param_names">
<code class="descname">param_names</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet.param_names" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Return a list for the names of all params</p>
+</dd></dl>
<dl class="method">
<dt id="singa.net.FeedForwardNet.train">
@@ -334,7 +378,16 @@ else return a dictionary: layer name -&g
<dl class="method">
<dt id="singa.net.FeedForwardNet.backward">
<code class="descname">backward</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.net.FeedForwardNet.backward" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<dd><p>Run back-propagation after forward-propagation.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">a list of gradient tensor for all parameters</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
<dl class="method">
<dt id="singa.net.FeedForwardNet.save">
@@ -410,7 +463,7 @@ less space.</li>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -443,7 +496,7 @@ less space.</li>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/neural-net.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/neural-net.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/neural-net.html (original)
+++ incubator/singa/site/trunk/en/docs/neural-net.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Neural Net — incubator-singa 1.0.1 documentation</title>
+ <title>Neural Net — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link href="../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -500,7 +500,7 @@ lower layers and <code class="docutils l
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -533,7 +533,7 @@ lower layers and <code class="docutils l
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/notebook/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/notebook/README.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/notebook/README.html (original)
+++ incubator/singa/site/trunk/en/docs/notebook/README.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title><no title> — incubator-singa 1.0.1 documentation</title>
+ <title><no title> — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../../index.html"/>
<link href="../../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -179,7 +179,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -212,7 +212,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/optimizer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/optimizer.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/optimizer.html (original)
+++ incubator/singa/site/trunk/en/docs/optimizer.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Optimizer — incubator-singa 1.0.1 documentation</title>
+ <title>Optimizer — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Data" href="data.html"/>
<link rel="prev" title="Metric" href="metric.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -570,7 +570,7 @@ updating rules (including regularizer an
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -603,7 +603,7 @@ updating rules (including regularizer an
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/snapshot.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/snapshot.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/snapshot.html (original)
+++ incubator/singa/site/trunk/en/docs/snapshot.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Snapshot — incubator-singa 1.0.1 documentation</title>
+ <title>Snapshot — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Caffe Converter" href="converter.html"/>
<link rel="prev" title="Image Tool" href="image_tool.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -170,6 +170,17 @@
<div class="section" id="module-singa.snapshot">
<span id="snapshot"></span><h1>Snapshot<a class="headerlink" href="#module-singa.snapshot" title="Permalink to this headline">¶</a></h1>
<p>This script includes io::snapshot class and its methods.</p>
+<p>Example usages:</p>
+<div class="highlight-python"><div class="highlight"><pre><span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">snapshot</span>
+
+<span class="n">sn1</span> <span class="o">=</span> <span class="n">snapshot</span><span class="o">.</span><span class="n">Snapshot</span><span class="p">(</span><span class="s1">'param'</span><span class="p">,</span> <span class="bp">False</span><span class="p">)</span>
+<span class="n">params</span> <span class="o">=</span> <span class="n">sn1</span><span class="o">.</span><span class="n">read</span><span class="p">()</span> <span class="c1"># read all params as a dictionary</span>
+
+<span class="n">sn2</span> <span class="o">=</span> <span class="n">snapshot</span><span class="o">.</span><span class="n">Snapshot</span><span class="p">(</span><span class="s1">'param_new'</span><span class="p">,</span> <span class="bp">False</span><span class="p">)</span>
+<span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">params</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span>
+ <span class="n">sn2</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
+</pre></div>
+</div>
<dl class="class">
<dt id="singa.snapshot.Snapshot">
<em class="property">class </em><code class="descclassname">singa.snapshot.</code><code class="descname">Snapshot</code><span class="sig-paren">(</span><em>f</em>, <em>mode</em>, <em>buffer_size=10</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.snapshot.Snapshot" title="Permalink to this definition">¶</a></dt>
@@ -251,7 +262,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -284,7 +295,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/software_stack.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/software_stack.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/software_stack.html (original)
+++ incubator/singa/site/trunk/en/docs/software_stack.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Software Stack — incubator-singa 1.0.1 documentation</title>
+ <title>Software Stack — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Device" href="device.html"/>
<link rel="prev" title="Installation" href="installation.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -303,7 +303,7 @@ model parameter values using parameter g
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -336,7 +336,7 @@ model parameter values using parameter g
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/tensor.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/tensor.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/tensor.html (original)
+++ incubator/singa/site/trunk/en/docs/tensor.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Tensor — incubator-singa 1.0.1 documentation</title>
+ <title>Tensor — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Layer" href="layer.html"/>
<link rel="prev" title="Device" href="device.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -191,27 +191,33 @@ type of Device.</p>
</div>
<div class="section" id="module-singa.tensor">
<span id="python-api"></span><h2>Python API<a class="headerlink" href="#module-singa.tensor" title="Permalink to this headline">¶</a></h2>
-<dl class="docutils">
-<dt>Example usage::</dt>
-<dd>import numpy as np
-from singa import tensor
-from singa import device</dd>
-<dt># create a tensor with shape (2,3), default CppCPU device and float32</dt>
-<dd>x = tensor.Tensor((2, 3))
-x.set_value(0.4)</dd>
-<dt># create a tensor from a numpy array</dt>
-<dd><p class="first">npy = np.zeros((3, 3), dtype=np.float32)
-y = tensor.from_numpy(npy)</p>
-<p>y.uniform(-1, 1) # sample values from the uniform distribution</p>
-<p>z = tensor.mult(x, y) # gemm -> z of shape (2, 3)</p>
-<p>x += z # element-wise addition</p>
-<p>dev = device.get_default_device()
-x.to_device(dev) # move the data to a gpu device</p>
-<p>r = tensor.relu(x)</p>
-<p class="last">r.to_host() # move the data back to host cpu
-s = tensor.to_numpy(r) # tensor -> numpy array, r must be on cpu</p>
-</dd>
-</dl>
+<p>Example usage:</p>
+<div class="highlight-python"><div class="highlight"><pre><span class="kn">import</span> <span class="nn">numpy</span> <span class="kn">as</span> <span class="nn">np</span>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">tensor</span>
+<span class="kn">from</span> <span class="nn">singa</span> <span class="kn">import</span> <span class="n">device</span>
+
+<span class="c1"># create a tensor with shape (2,3), default CppCPU device and float32</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">Tensor</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">))</span>
+<span class="n">x</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="mf">0.4</span><span class="p">)</span>
+
+<span class="c1"># create a tensor from a numpy array</span>
+<span class="n">npy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
+<span class="n">y</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">npy</span><span class="p">)</span>
+
+<span class="n">y</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="c1"># sample values from the uniform distribution</span>
+
+<span class="n">z</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">mult</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span> <span class="c1"># gemm -> z of shape (2, 3)</span>
+
+<span class="n">x</span> <span class="o">+=</span> <span class="n">z</span> <span class="c1"># element-wise addition</span>
+
+<span class="n">dev</span> <span class="o">=</span> <span class="n">device</span><span class="o">.</span><span class="n">get_default_device</span><span class="p">()</span>
+<span class="n">x</span><span class="o">.</span><span class="n">to_device</span><span class="p">(</span><span class="n">dev</span><span class="p">)</span> <span class="c1"># move the data to a gpu device</span>
+
+<span class="n">r</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">relu</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+
+<span class="n">s</span> <span class="o">=</span> <span class="n">tensor</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(</span><span class="n">r</span><span class="p">)</span> <span class="c1"># tensor -> numpy array</span>
+</pre></div>
+</div>
<p>There are two sets of tensor functions,</p>
<dl class="docutils">
<dt>Tensor member functions</dt>
@@ -1158,6 +1164,21 @@ old shape.</li>
</dd></dl>
<dl class="function">
+<dt id="singa.tensor.sign">
+<code class="descclassname">singa.tensor.</code><code class="descname">sign</code><span class="sig-paren">(</span><em>t</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.tensor.sign" title="Permalink to this definition">¶</a></dt>
+<dd><table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>t</strong> (<a class="reference internal" href="#singa.tensor.Tensor" title="singa.tensor.Tensor"><em>Tensor</em></a>) – input Tensor</td>
+</tr>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body">a new Tensor whose element y = sign(x)</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
+<dl class="function">
<dt id="singa.tensor.sizeof">
<code class="descclassname">singa.tensor.</code><code class="descname">sizeof</code><span class="sig-paren">(</span><em>dtype</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.tensor.sizeof" title="Permalink to this definition">¶</a></dt>
<dd><table class="docutils field-list" frame="void" rules="none">
@@ -1315,11 +1336,15 @@ e.g. 0 – sum each column; 1 –
</dd></dl>
<dl class="function">
+<dt id="singa.tensor.to_host">
+<code class="descclassname">singa.tensor.</code><code class="descname">to_host</code><span class="sig-paren">(</span><em>t</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.tensor.to_host" title="Permalink to this definition">¶</a></dt>
+<dd><p>Copy the data to a host tensor.</p>
+</dd></dl>
+
+<dl class="function">
<dt id="singa.tensor.to_numpy">
<code class="descclassname">singa.tensor.</code><code class="descname">to_numpy</code><span class="sig-paren">(</span><em>t</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.tensor.to_numpy" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert the tensor into a numpy array.</p>
-<p>Since numpy array is allocated on CPU devices, the input Tensor instance
-must be on the default CppCPU device.</p>
+<dd><p>Copy the tensor into a numpy array.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
@@ -1401,7 +1426,7 @@ must be on the default CppCPU device.</p
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -1434,7 +1459,7 @@ must be on the default CppCPU device.</p
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/docs/utils.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/utils.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/utils.html (original)
+++ incubator/singa/site/trunk/en/docs/utils.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Utils — incubator-singa 1.0.1 documentation</title>
+ <title>Utils — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link rel="up" title="Documentation" href="index.html"/>
<link rel="next" title="Model Zoo" href="model_zoo/index.html"/>
<link rel="prev" title="Caffe Converter" href="converter.html"/>
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -230,7 +230,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -263,7 +263,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/downloads.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/downloads.html (original)
+++ incubator/singa/site/trunk/en/downloads.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Download SINGA — incubator-singa 1.0.1 documentation</title>
+ <title>Download SINGA — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="index.html"/>
<link rel="next" title="Documentation" href="docs/index.html"/>
<link rel="prev" title="Welcome to Apache Singa" href="index.html"/>
<link href="_static/style.css" rel="stylesheet" type="text/css">
@@ -66,7 +66,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -288,7 +288,7 @@ ASF.</p>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'./',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -321,7 +321,7 @@ ASF.</p>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/genindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/genindex.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/genindex.html (original)
+++ incubator/singa/site/trunk/en/genindex.html Tue Jan 24 14:49:41 2017
@@ -10,7 +10,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Index — incubator-singa 1.0.1 documentation</title>
+ <title>Index — incubator-singa 1.1.0 documentation</title>
@@ -32,7 +32,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="index.html"/>
<link href="_static/style.css" rel="stylesheet" type="text/css">
@@ -65,7 +65,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -133,7 +133,7 @@
<ul class="wy-breadcrumbs">
<li><a href="index.html">Docs</a> »</li>
- <li></li>
+ <li>Index</li>
<li class="wy-breadcrumbs-aside">
@@ -1026,6 +1026,10 @@
</dt>
+ <dt><a href="docs/tensor.html#singa.tensor.sign">sign() (in module singa.tensor)</a>
+ </dt>
+
+
<dt><a href="docs/converter.html#module-singa.converter">singa.converter (module)</a>
</dt>
@@ -1069,12 +1073,12 @@
<dt><a href="docs/snapshot.html#module-singa.snapshot">singa.snapshot (module)</a>
</dt>
+ </dl></td>
+ <td style="width: 33%" valign="top"><dl>
<dt><a href="docs/tensor.html#module-singa.tensor">singa.tensor (module)</a>
</dt>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
<dt><a href="docs/utils.html#module-singa.utils">singa.utils (module)</a>
</dt>
@@ -1174,9 +1178,15 @@
</dl></td>
<td style="width: 33%" valign="top"><dl>
- <dt><a href="docs/tensor.html#singa.tensor.Tensor.to_host">to_host() (singa.tensor.Tensor method)</a>
+ <dt><a href="docs/tensor.html#singa.tensor.to_host">to_host() (in module singa.tensor)</a>
+ </dt>
+
+ <dd><dl>
+
+ <dt><a href="docs/tensor.html#singa.tensor.Tensor.to_host">(singa.tensor.Tensor method)</a>
</dt>
+ </dl></dd>
<dt><a href="docs/tensor.html#singa.tensor.to_numpy">to_numpy() (in module singa.tensor)</a>
</dt>
@@ -1261,7 +1271,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'./',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -1294,7 +1304,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/index.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/index.html (original)
+++ incubator/singa/site/trunk/en/index.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Welcome to Apache Singa — incubator-singa 1.0.1 documentation</title>
+ <title>Welcome to Apache Singa — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="#"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="#"/>
<link rel="next" title="Download SINGA" href="downloads.html"/>
<link href="_static/style.css" rel="stylesheet" type="text/css">
@@ -65,7 +65,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -263,7 +263,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'./',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -296,7 +296,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/objects.inv
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/objects.inv?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
Binary files - no diff available.
Modified: incubator/singa/site/trunk/en/py-modindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/py-modindex.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/py-modindex.html (original)
+++ incubator/singa/site/trunk/en/py-modindex.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Python Module Index — incubator-singa 1.0.1 documentation</title>
+ <title>Python Module Index — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="index.html"/>
<link href="_static/style.css" rel="stylesheet" type="text/css">
@@ -67,7 +67,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -135,7 +135,7 @@
<ul class="wy-breadcrumbs">
<li><a href="index.html">Docs</a> »</li>
- <li></li>
+ <li>Python Module Index</li>
<li class="wy-breadcrumbs-aside">
@@ -263,7 +263,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'./',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -296,7 +296,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title><no title> — incubator-singa 1.0.1 documentation</title>
+ <title><no title> — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link href="../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -287,7 +287,7 @@ deep learning models.</p>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -320,7 +320,7 @@ deep learning models.</p>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
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=1780083&r1=1780082&r2=1780083&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 Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title><no title> — incubator-singa 1.0.1 documentation</title>
+ <title><no title> — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link href="../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -276,7 +276,7 @@ of popular deep learning models.</p>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -309,7 +309,7 @@ of popular deep learning models.</p>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
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=1780083&r1=1780082&r2=1780083&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 Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title><no title> — incubator-singa 1.0.1 documentation</title>
+ <title><no title> — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link href="../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -216,7 +216,7 @@ of popular deep learning models.</p>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -249,7 +249,7 @@ of popular deep learning models.</p>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
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=1780083&r1=1780082&r2=1780083&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 Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title><no title> — incubator-singa 1.0.1 documentation</title>
+ <title><no title> — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="../index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="../index.html"/>
<link href="../_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -275,7 +275,7 @@ of popular deep learning models.</p>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -308,7 +308,7 @@ of popular deep learning models.</p>
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
Modified: incubator/singa/site/trunk/en/search.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/search.html?rev=1780083&r1=1780082&r2=1780083&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/search.html (original)
+++ incubator/singa/site/trunk/en/search.html Tue Jan 24 14:49:41 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Search — incubator-singa 1.0.1 documentation</title>
+ <title>Search — incubator-singa 1.1.0 documentation</title>
@@ -31,7 +31,7 @@
- <link rel="top" title="incubator-singa 1.0.1 documentation" href="index.html"/>
+ <link rel="top" title="incubator-singa 1.1.0 documentation" href="index.html"/>
<link href="_static/style.css" rel="stylesheet" type="text/css">
@@ -64,7 +64,7 @@
<div class="version">
- 1.0
+ 1.1
</div>
@@ -132,7 +132,7 @@
<ul class="wy-breadcrumbs">
<li><a href="index.html">Docs</a> »</li>
- <li></li>
+ <li>Search</li>
<li class="wy-breadcrumbs-aside">
</li>
@@ -187,7 +187,7 @@
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'./',
- VERSION:'1.0.1',
+ VERSION:'1.1.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
@@ -227,7 +227,7 @@
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
- v: 1.0
+ v: 1.1
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">