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apache / mxnet-site / d5c5a235eef72f64ccaf224b834a20ef3287469b / . / versions / 1.9.1 / api / cpp / docs / api / classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html
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<li class="navelem"><a class="el" href="namespacemshadow.html">mshadow</a></li><li class="navelem"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html">Random&lt; cpu, DType &gt;</a></li> </ul>
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<div class="title">mshadow::Random&lt; cpu, DType &gt; Class Template Reference</div> </div>
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<p>CPU random number generator.
<a href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="random_8h_source.html">random.h</a>&gt;</code></p>
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Collaboration diagram for mshadow::Random&lt; cpu, DType &gt;:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a468829a8a58919ec4aadb1e75a6174ff"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a468829a8a58919ec4aadb1e75a6174ff">Random</a> (int seed)</td></tr>
<tr class="memdesc:a468829a8a58919ec4aadb1e75a6174ff"><td class="mdescLeft">&#160;</td><td class="mdescRight">constructor of random engine <a href="#a468829a8a58919ec4aadb1e75a6174ff">More...</a><br /></td></tr>
<tr class="separator:a468829a8a58919ec4aadb1e75a6174ff"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a37b7e8cbe08d7c0f6699039cc0bad8b2"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a37b7e8cbe08d7c0f6699039cc0bad8b2">~Random</a> (void)</td></tr>
<tr class="separator:a37b7e8cbe08d7c0f6699039cc0bad8b2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aff2ec8923288cea076f5fa94897c0bfe"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#aff2ec8923288cea076f5fa94897c0bfe">Seed</a> (int seed)</td></tr>
<tr class="memdesc:aff2ec8923288cea076f5fa94897c0bfe"><td class="mdescLeft">&#160;</td><td class="mdescRight">seed random number generator using this seed <a href="#aff2ec8923288cea076f5fa94897c0bfe">More...</a><br /></td></tr>
<tr class="separator:aff2ec8923288cea076f5fa94897c0bfe"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a41b3d2a322bbd6fc2679275b80c27342"><td class="memItemLeft" align="right" valign="top">unsigned&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a41b3d2a322bbd6fc2679275b80c27342">GetSeed</a> () const</td></tr>
<tr class="memdesc:a41b3d2a322bbd6fc2679275b80c27342"><td class="mdescLeft">&#160;</td><td class="mdescRight">get random seed used in random generator <a href="#a41b3d2a322bbd6fc2679275b80c27342">More...</a><br /></td></tr>
<tr class="separator:a41b3d2a322bbd6fc2679275b80c27342"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0096231388917db869409e0f587b1cf3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a0096231388917db869409e0f587b1cf3">set_stream</a> (<a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a> &gt; *stream)</td></tr>
<tr class="memdesc:a0096231388917db869409e0f587b1cf3"><td class="mdescLeft">&#160;</td><td class="mdescRight">set the stream of computation <a href="#a0096231388917db869409e0f587b1cf3">More...</a><br /></td></tr>
<tr class="separator:a0096231388917db869409e0f587b1cf3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4ca9b27ca3752795017372a05cfce5c3"><td class="memTemplParams" colspan="2">template&lt;int dim&gt; </td></tr>
<tr class="memitem:a4ca9b27ca3752795017372a05cfce5c3"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1expr_1_1ReshapeExp.html">expr::ReshapeExp</a>&lt; <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, 1, DType &gt;, DType, dim, 1 &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a4ca9b27ca3752795017372a05cfce5c3">gaussian</a> (<a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dim &gt; shape)</td></tr>
<tr class="memdesc:a4ca9b27ca3752795017372a05cfce5c3"><td class="mdescLeft">&#160;</td><td class="mdescRight">return a temporal expression storing standard gaussian random variables the temporal tensor is only valid before next call of gaussian or uniform can be used as part of expression Caution: this means expression such as A = gaussian(s1) * gaussian(s2) will give invalid result, since second call of gaussian(s2) makes gaussian(s1) invalid A = gaussian(s1)*B+C; is correct; use one gaussian/uniform in each expression <a href="#a4ca9b27ca3752795017372a05cfce5c3">More...</a><br /></td></tr>
<tr class="separator:a4ca9b27ca3752795017372a05cfce5c3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4eae04b06525d65b839f2c9c5428c436"><td class="memTemplParams" colspan="2">template&lt;int dim&gt; </td></tr>
<tr class="memitem:a4eae04b06525d65b839f2c9c5428c436"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1expr_1_1ReshapeExp.html">expr::ReshapeExp</a>&lt; <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, 1, DType &gt;, DType, dim, 1 &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a4eae04b06525d65b839f2c9c5428c436">uniform</a> (<a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dim &gt; shape)</td></tr>
<tr class="memdesc:a4eae04b06525d65b839f2c9c5428c436"><td class="mdescLeft">&#160;</td><td class="mdescRight">return a temporal expression storing standard uniform [0,1) the temporal tensor is only valid before next call of gaussian or uniform can be used as part of expression Caution: this means expression such as A = uniform(s1) * uniform(s2) will give invalid result, since second call of gaussian(s2) makes gaussian(s1) invalid A = gaussian(s1)*B+C; is correct; use one gaussian/uniform in each expression <a href="#a4eae04b06525d65b839f2c9c5428c436">More...</a><br /></td></tr>
<tr class="separator:a4eae04b06525d65b839f2c9c5428c436"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a02bf4cce9c068da452494452432fcf7f"><td class="memItemLeft" align="right" valign="top">std::mt19937 &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1Random_3_01cpu_00_01DType_01_4.html#a02bf4cce9c068da452494452432fcf7f">GetRndEngine</a> ()</td></tr>
<tr class="separator:a02bf4cce9c068da452494452432fcf7f"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><h3>template&lt;typename DType&gt;<br />
class mshadow::Random&lt; cpu, DType &gt;</h3>
<p>CPU random number generator. </p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a468829a8a58919ec4aadb1e75a6174ff"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a468829a8a58919ec4aadb1e75a6174ff">&#9670;&nbsp;</a></span>Random()</h2>
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<td class="memname"><a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::<a class="el" href="classmshadow_1_1Random.html">Random</a> </td>
<td>(</td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>seed</em></td><td>)</td>
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<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">explicit</span></span> </td>
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<p>constructor of random engine </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">seed</td><td>random number seed </td></tr>
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</dd>
</dl>
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<a id="a37b7e8cbe08d7c0f6699039cc0bad8b2"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a37b7e8cbe08d7c0f6699039cc0bad8b2">&#9670;&nbsp;</a></span>~Random()</h2>
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template&lt;typename DType &gt; </div>
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<td class="memname"><a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::~<a class="el" href="classmshadow_1_1Random.html">Random</a> </td>
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<td class="paramname"></td><td>)</td>
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a4ca9b27ca3752795017372a05cfce5c3">&#9670;&nbsp;</a></span>gaussian()</h2>
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template&lt;typename DType &gt; </div>
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template&lt;int dim&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1expr_1_1ReshapeExp.html">expr::ReshapeExp</a>&lt;<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;<a class="el" href="structmshadow_1_1cpu.html">cpu</a>, 1, DType&gt;, DType, dim, 1&gt; <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::gaussian </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dim &gt;&#160;</td>
<td class="paramname"><em>shape</em></td><td>)</td>
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<p>return a temporal expression storing standard gaussian random variables the temporal tensor is only valid before next call of gaussian or uniform can be used as part of expression Caution: this means expression such as A = gaussian(s1) * gaussian(s2) will give invalid result, since second call of gaussian(s2) makes gaussian(s1) invalid A = gaussian(s1)*B+C; is correct; use one gaussian/uniform in each expression </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>shape of the tensor </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>a temporal expression storing standard gaussian random variables </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">dim</td><td>dimension of tensor </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a02bf4cce9c068da452494452432fcf7f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a02bf4cce9c068da452494452432fcf7f">&#9670;&nbsp;</a></span>GetRndEngine()</h2>
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template&lt;typename DType &gt; </div>
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<td class="memname">std::mt19937&amp; <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::GetRndEngine </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
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<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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<a id="a41b3d2a322bbd6fc2679275b80c27342"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a41b3d2a322bbd6fc2679275b80c27342">&#9670;&nbsp;</a></span>GetSeed()</h2>
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template&lt;typename DType &gt; </div>
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<td class="memname">unsigned <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::GetSeed </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<p>get random seed used in random generator </p>
<dl class="section return"><dt>Returns</dt><dd>seed in unsigned </dd></dl>
</div>
</div>
<a id="aff2ec8923288cea076f5fa94897c0bfe"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aff2ec8923288cea076f5fa94897c0bfe">&#9670;&nbsp;</a></span>Seed()</h2>
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<td class="memname">void <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::Seed </td>
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<td class="paramname"><em>seed</em></td><td>)</td>
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<p>seed random number generator using this seed </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">seed</td><td>seed of prng </td></tr>
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<h2 class="memtitle"><span class="permalink"><a href="#a0096231388917db869409e0f587b1cf3">&#9670;&nbsp;</a></span>set_stream()</h2>
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<td class="memname">void <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::set_stream </td>
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<td class="paramtype"><a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a> &gt; *&#160;</td>
<td class="paramname"><em>stream</em></td><td>)</td>
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<p>set the stream of computation </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">stream</td><td>computation stream </td></tr>
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<h2 class="memtitle"><span class="permalink"><a href="#a4eae04b06525d65b839f2c9c5428c436">&#9670;&nbsp;</a></span>uniform()</h2>
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<td class="memname"><a class="el" href="structmshadow_1_1expr_1_1ReshapeExp.html">expr::ReshapeExp</a>&lt;<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;<a class="el" href="structmshadow_1_1cpu.html">cpu</a>, 1, DType&gt;, DType, dim, 1&gt; <a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; <a class="el" href="structmshadow_1_1cpu.html">cpu</a>, DType &gt;::uniform </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dim &gt;&#160;</td>
<td class="paramname"><em>shape</em></td><td>)</td>
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<p>return a temporal expression storing standard uniform [0,1) the temporal tensor is only valid before next call of gaussian or uniform can be used as part of expression Caution: this means expression such as A = uniform(s1) * uniform(s2) will give invalid result, since second call of gaussian(s2) makes gaussian(s1) invalid A = gaussian(s1)*B+C; is correct; use one gaussian/uniform in each expression </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>shape of the tensor </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>a temporal expression storing standard uniform [0,1) </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">dim</td><td>dimension of tensor </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<hr/>The documentation for this class was generated from the following file:<ul>
<li>/work/mxnet/3rdparty/mshadow/mshadow/<a class="el" href="random_8h_source.html">random.h</a></li>
</ul>
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