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<li class="navelem"><a class="el" href="namespacemxnet.html">mxnet</a></li><li class="navelem"><a class="el" href="namespacemxnet_1_1cpp.html">cpp</a></li><li class="navelem"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html">Monitor</a></li> </ul>
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<div class="header">
<div class="summary">
<a href="#pub-types">Public Types</a> |
<a href="#pub-methods">Public Member Functions</a> |
<a href="#pro-static-methods">Static Protected Member Functions</a> |
<a href="#pro-attribs">Protected Attributes</a> |
<a href="classmxnet_1_1cpp_1_1Monitor-members.html">List of all members</a> </div>
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<div class="title">mxnet::cpp::Monitor Class Reference</div> </div>
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<p><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html" title="Monitor interface. ">Monitor</a> interface.
<a href="classmxnet_1_1cpp_1_1Monitor.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="monitor_8h_source.html">monitor.h</a>&gt;</code></p>
<div class="dynheader">
Collaboration diagram for mxnet::cpp::Monitor:</div>
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<div class="center"><img alt="Collaboration graph" border="0" src="classmxnet_1_1cpp_1_1Monitor__coll__graph.png" usemap="#mxnet_1_1cpp_1_1Monitor_coll__map"/></div>
<map id="mxnet_1_1cpp_1_1Monitor_coll__map" name="mxnet_1_1cpp_1_1Monitor_coll__map">
</map>
</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:a64cc3d2dc311b10e3a11664b67929bab"><td align="right" class="memItemLeft" valign="top">typedef std::function&lt; <a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a>(const <a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a> &amp;)&gt; </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">StatFunc</a></td></tr>
<tr class="separator:a64cc3d2dc311b10e3a11664b67929bab"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a9fbd53081c207c3262e5b0576dd3f934"><td align="right" class="memItemLeft" valign="top">typedef std::tuple&lt; int, std::string, <a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a> &gt; </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">Stat</a></td></tr>
<tr class="separator:a9fbd53081c207c3262e5b0576dd3f934"><td class="memSeparator" colspan="2"> </td></tr>
</table><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:a1e08421a5f777de6005ff5f2876a49a0"><td align="right" class="memItemLeft" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a1e08421a5f777de6005ff5f2876a49a0">Monitor</a> (int <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a8b20d01b8d25a4c3693336b71e98002a">interval</a>, std::regex <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a799b7bbd4de59a886d7d26cbc73defde">pattern</a>=std::regex(".*"), <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">StatFunc</a> <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a0c2cd0bfb9606b90f3d0dfbf3d17638a">stat_func</a>=<a class="el" href="namespacemxnet_1_1cpp.html#af52dc7c5b66e9ee04b37f39cde0fcc5a">_default_monitor_func</a>)</td></tr>
<tr class="memdesc:a1e08421a5f777de6005ff5f2876a49a0"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html" title="Monitor interface. ">Monitor</a> constructor. <a href="#a1e08421a5f777de6005ff5f2876a49a0">More...</a><br/></td></tr>
<tr class="separator:a1e08421a5f777de6005ff5f2876a49a0"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a907b2d3d0238d6151996d1af1ef29347"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a907b2d3d0238d6151996d1af1ef29347">install</a> (<a class="el" href="classmxnet_1_1cpp_1_1Executor.html">Executor</a> *exe)</td></tr>
<tr class="memdesc:a907b2d3d0238d6151996d1af1ef29347"><td class="mdescLeft"> </td><td class="mdescRight">install callback to executor. Supports installing to multiple executors. <a href="#a907b2d3d0238d6151996d1af1ef29347">More...</a><br/></td></tr>
<tr class="separator:a907b2d3d0238d6151996d1af1ef29347"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a7e2dd4c99feb04a34d34fb5c81deefac"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a7e2dd4c99feb04a34d34fb5c81deefac">tic</a> ()</td></tr>
<tr class="memdesc:a7e2dd4c99feb04a34d34fb5c81deefac"><td class="mdescLeft"> </td><td class="mdescRight">Start collecting stats for current batch. Call before calling forward. <a href="#a7e2dd4c99feb04a34d34fb5c81deefac">More...</a><br/></td></tr>
<tr class="separator:a7e2dd4c99feb04a34d34fb5c81deefac"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ac10551441a3646b52d03635cd4f914d0"><td align="right" class="memItemLeft" valign="top">std::vector&lt; <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">Stat</a> &gt; </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#ac10551441a3646b52d03635cd4f914d0">toc</a> ()</td></tr>
<tr class="memdesc:ac10551441a3646b52d03635cd4f914d0"><td class="mdescLeft"> </td><td class="mdescRight">End collecting for current batch and return results. Call after computation of current batch. <a href="#ac10551441a3646b52d03635cd4f914d0">More...</a><br/></td></tr>
<tr class="separator:ac10551441a3646b52d03635cd4f914d0"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ad59d637a11db7179ce195bf136b688d1"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#ad59d637a11db7179ce195bf136b688d1">toc_print</a> ()</td></tr>
<tr class="memdesc:ad59d637a11db7179ce195bf136b688d1"><td class="mdescLeft"> </td><td class="mdescRight">End collecting and print results. <a href="#ad59d637a11db7179ce195bf136b688d1">More...</a><br/></td></tr>
<tr class="separator:ad59d637a11db7179ce195bf136b688d1"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pro-static-methods"></a>
Static Protected Member Functions</h2></td></tr>
<tr class="memitem:adacad21e5703a2fb8561e57451caa499"><td align="right" class="memItemLeft" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#adacad21e5703a2fb8561e57451caa499">executor_callback</a> (const char *name, <a class="el" href="c__api_8h.html#a99c2939783499d2a5ce0d76881dce9df">NDArrayHandle</a> ndarray, void *monitor_ptr)</td></tr>
<tr class="separator:adacad21e5703a2fb8561e57451caa499"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pro-attribs"></a>
Protected Attributes</h2></td></tr>
<tr class="memitem:a8b20d01b8d25a4c3693336b71e98002a"><td align="right" class="memItemLeft" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a8b20d01b8d25a4c3693336b71e98002a">interval</a></td></tr>
<tr class="separator:a8b20d01b8d25a4c3693336b71e98002a"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a799b7bbd4de59a886d7d26cbc73defde"><td align="right" class="memItemLeft" valign="top">std::regex </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a799b7bbd4de59a886d7d26cbc73defde">pattern</a></td></tr>
<tr class="separator:a799b7bbd4de59a886d7d26cbc73defde"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a0c2cd0bfb9606b90f3d0dfbf3d17638a"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">StatFunc</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a0c2cd0bfb9606b90f3d0dfbf3d17638a">stat_func</a></td></tr>
<tr class="separator:a0c2cd0bfb9606b90f3d0dfbf3d17638a"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a036886927625e741a7360ab72a2832e1"><td align="right" class="memItemLeft" valign="top">std::vector&lt; <a class="el" href="classmxnet_1_1cpp_1_1Executor.html">Executor</a> * &gt; </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a036886927625e741a7360ab72a2832e1">exes</a></td></tr>
<tr class="separator:a036886927625e741a7360ab72a2832e1"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a08b467e2c6f229157d5e712b7e30371d"><td align="right" class="memItemLeft" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a08b467e2c6f229157d5e712b7e30371d">step</a></td></tr>
<tr class="separator:a08b467e2c6f229157d5e712b7e30371d"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a15202e3472d49d457b92810f14b0c837"><td align="right" class="memItemLeft" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a15202e3472d49d457b92810f14b0c837">activated</a></td></tr>
<tr class="separator:a15202e3472d49d457b92810f14b0c837"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a1d9e848db7de2072089ac3bb34fa680a"><td align="right" class="memItemLeft" valign="top">std::vector&lt; <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">Stat</a> &gt; </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a1d9e848db7de2072089ac3bb34fa680a">stats</a></td></tr>
<tr class="separator:a1d9e848db7de2072089ac3bb34fa680a"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a id="details" name="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html" title="Monitor interface. ">Monitor</a> interface. </p>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
<a class="anchor" id="a9fbd53081c207c3262e5b0576dd3f934"></a>
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<td class="memname">typedef std::tuple&lt;int, std::string, <a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a>&gt; <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">mxnet::cpp::Monitor::Stat</a></td>
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</div>
</div>
<a class="anchor" id="a64cc3d2dc311b10e3a11664b67929bab"></a>
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<td class="memname">typedef std::function&lt;<a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a>(const <a class="el" href="classmxnet_1_1cpp_1_1NDArray.html">NDArray</a>&amp;)&gt; <a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">mxnet::cpp::Monitor::StatFunc</a></td>
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</div>
</div>
<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a class="anchor" id="a1e08421a5f777de6005ff5f2876a49a0"></a>
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<td class="memname">mxnet::cpp::Monitor::Monitor </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"><em>interval</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::regex </td>
<td class="paramname"><em>pattern</em> = <code>std::regex(".*")</code>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">StatFunc</a> </td>
<td class="paramname"><em>stat_func</em> = <code><a class="el" href="namespacemxnet_1_1cpp.html#af52dc7c5b66e9ee04b37f39cde0fcc5a">_default_monitor_func</a></code> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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</div><div class="memdoc">
<p><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html" title="Monitor interface. ">Monitor</a> constructor. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">interval</td><td>Number of batches between printing. </td></tr>
<tr><td class="paramname">pattern</td><td>A regular expression specifying which tensors to monitor. </td></tr>
<tr><td class="paramname">stat_func</td><td>A function that computes statistics of tensors. Defaults to mean absolute value |x|/size(x). </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
<a class="anchor" id="adacad21e5703a2fb8561e57451caa499"></a>
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<td class="memname">static void mxnet::cpp::Monitor::executor_callback </td>
<td>(</td>
<td class="paramtype">const char * </td>
<td class="paramname"><em>name</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="c__api_8h.html#a99c2939783499d2a5ce0d76881dce9df">NDArrayHandle</a> </td>
<td class="paramname"><em>ndarray</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">void * </td>
<td class="paramname"><em>monitor_ptr</em> </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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</td>
<td class="mlabels-right">
<span class="mlabels"><span class="mlabel">static</span><span class="mlabel">protected</span></span> </td>
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<a class="anchor" id="a907b2d3d0238d6151996d1af1ef29347"></a>
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<td class="memname">void mxnet::cpp::Monitor::install </td>
<td>(</td>
<td class="paramtype"><a class="el" href="classmxnet_1_1cpp_1_1Executor.html">Executor</a> * </td>
<td class="paramname"><em>exe</em></td><td>)</td>
<td></td>
</tr>
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</div><div class="memdoc">
<p>install callback to executor. Supports installing to multiple executors. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">exe</td><td>The executor to install to. </td></tr>
</table>
</dd>
</dl>
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<td class="memname">void mxnet::cpp::Monitor::tic </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
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<p>Start collecting stats for current batch. Call before calling forward. </p>
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<td class="memname">std::vector&lt;<a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">Stat</a>&gt; mxnet::cpp::Monitor::toc </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
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<p>End collecting for current batch and return results. Call after computation of current batch. </p>
</div>
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<a class="anchor" id="ad59d637a11db7179ce195bf136b688d1"></a>
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<td class="memname">void mxnet::cpp::Monitor::toc_print </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
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<p>End collecting and print results. </p>
</div>
</div>
<h2 class="groupheader">Member Data Documentation</h2>
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<td class="memname">bool mxnet::cpp::Monitor::activated</td>
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<td class="memname">std::vector&lt;<a class="el" href="classmxnet_1_1cpp_1_1Executor.html">Executor</a>*&gt; mxnet::cpp::Monitor::exes</td>
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<td class="memname">int mxnet::cpp::Monitor::interval</td>
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<td class="memname">std::regex mxnet::cpp::Monitor::pattern</td>
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<td class="memname"><a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a64cc3d2dc311b10e3a11664b67929bab">StatFunc</a> mxnet::cpp::Monitor::stat_func</td>
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<td class="memname">std::vector&lt;<a class="el" href="classmxnet_1_1cpp_1_1Monitor.html#a9fbd53081c207c3262e5b0576dd3f934">Stat</a>&gt; mxnet::cpp::Monitor::stats</td>
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<td class="memname">int mxnet::cpp::Monitor::step</td>
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<hr/>The documentation for this class was generated from the following file:<ul>
<li>cpp-package/include/mxnet-cpp/<a class="el" href="monitor_8h_source.html">monitor.h</a></li>
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