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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_1ext.html">ext</a></li><li class="navelem"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html">MXTensor</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> &#124;
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<p>Tensor data structure used by custom operator.
<a href="structmxnet_1_1ext_1_1MXTensor.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="lib__api_8h_source.html">lib_api.h</a>&gt;</code></p>
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Collaboration diagram for mxnet::ext::MXTensor:</div>
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Public Member Functions</h2></td></tr>
<tr class="memitem:accf665442e338c1f09832dde3752fc02"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#accf665442e338c1f09832dde3752fc02">MXTensor</a> ()</td></tr>
<tr class="separator:accf665442e338c1f09832dde3752fc02"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a346c79f8b90c877d655d79d0bc49647b"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a346c79f8b90c877d655d79d0bc49647b">MXTensor</a> (const <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html">MXTensor</a> &amp;oth)</td></tr>
<tr class="separator:a346c79f8b90c877d655d79d0bc49647b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a19de84b234af20b36e584827a1b22575"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a19de84b234af20b36e584827a1b22575">MXTensor</a> (void *<a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a3d1d1a007585a61bc8e53ebaa2e61480">data_ptr</a>, std::vector&lt; int64_t &gt; <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#ae2d186fe466cd35bc4b77e038106b80d">shape</a>, <a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a> <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#ad306b093c8348887640e51e040c0748f">dtype</a>, size_t vID, <a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a> mx_ctx, <a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a> <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a38959dfb4fd816f407c76a7285639758">stype</a>=<a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166aae97a392afb8883280a194eff9bc105e">kDefaultStorage</a>)</td></tr>
<tr class="separator:a19de84b234af20b36e584827a1b22575"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a764cc32d43d66be2095065b9525e47c2"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a764cc32d43d66be2095065b9525e47c2">setTensor</a> (void *dptr, <a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a> type, const int64_t *dims, int ndims, size_t vID, <a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a> mx_ctx, <a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a> storage_type)</td></tr>
<tr class="memdesc:a764cc32d43d66be2095065b9525e47c2"><td class="mdescLeft">&#160;</td><td class="mdescRight">populate internal tensor fields <a href="structmxnet_1_1ext_1_1MXTensor.html#a764cc32d43d66be2095065b9525e47c2">More...</a><br /></td></tr>
<tr class="separator:a764cc32d43d66be2095065b9525e47c2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aead603e2824c32eeb027bee2d2b4a640"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#aead603e2824c32eeb027bee2d2b4a640">setDLTensor</a> ()</td></tr>
<tr class="memdesc:aead603e2824c32eeb027bee2d2b4a640"><td class="mdescLeft">&#160;</td><td class="mdescRight">populate <a class="el" href="structDLTensor.html" title="Plain C Tensor object, does not manage memory.">DLTensor</a> fields <a href="structmxnet_1_1ext_1_1MXTensor.html#aead603e2824c32eeb027bee2d2b4a640">More...</a><br /></td></tr>
<tr class="separator:aead603e2824c32eeb027bee2d2b4a640"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4b16f5086857cf3dd983f9ef2b96c204"><td class="memTemplParams" colspan="2">template&lt;typename data_type &gt; </td></tr>
<tr class="memitem:a4b16f5086857cf3dd983f9ef2b96c204"><td class="memTemplItemLeft" align="right" valign="top">data_type *&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a4b16f5086857cf3dd983f9ef2b96c204">data</a> ()</td></tr>
<tr class="memdesc:a4b16f5086857cf3dd983f9ef2b96c204"><td class="mdescLeft">&#160;</td><td class="mdescRight">helper function to cast data pointer <a href="structmxnet_1_1ext_1_1MXTensor.html#a4b16f5086857cf3dd983f9ef2b96c204">More...</a><br /></td></tr>
<tr class="separator:a4b16f5086857cf3dd983f9ef2b96c204"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a67f147927ed642c1adec68471856a703"><td class="memItemLeft" align="right" valign="top">int64_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a67f147927ed642c1adec68471856a703">size</a> () const</td></tr>
<tr class="memdesc:a67f147927ed642c1adec68471856a703"><td class="mdescLeft">&#160;</td><td class="mdescRight">helper function to get data size <a href="structmxnet_1_1ext_1_1MXTensor.html#a67f147927ed642c1adec68471856a703">More...</a><br /></td></tr>
<tr class="separator:a67f147927ed642c1adec68471856a703"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8934bedd9d9643ee1e8c69bcae65c224"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a8934bedd9d9643ee1e8c69bcae65c224">isSame</a> (const <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html">MXTensor</a> &amp;oth) const</td></tr>
<tr class="memdesc:a8934bedd9d9643ee1e8c69bcae65c224"><td class="mdescLeft">&#160;</td><td class="mdescRight">helper function to compare two MXTensors <a href="structmxnet_1_1ext_1_1MXTensor.html#a8934bedd9d9643ee1e8c69bcae65c224">More...</a><br /></td></tr>
<tr class="separator:a8934bedd9d9643ee1e8c69bcae65c224"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
Public Attributes</h2></td></tr>
<tr class="memitem:a3d1d1a007585a61bc8e53ebaa2e61480"><td class="memItemLeft" align="right" valign="top">void *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a3d1d1a007585a61bc8e53ebaa2e61480">data_ptr</a></td></tr>
<tr class="separator:a3d1d1a007585a61bc8e53ebaa2e61480"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae2d186fe466cd35bc4b77e038106b80d"><td class="memItemLeft" align="right" valign="top">std::vector&lt; int64_t &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#ae2d186fe466cd35bc4b77e038106b80d">shape</a></td></tr>
<tr class="separator:ae2d186fe466cd35bc4b77e038106b80d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad306b093c8348887640e51e040c0748f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#ad306b093c8348887640e51e040c0748f">dtype</a></td></tr>
<tr class="separator:ad306b093c8348887640e51e040c0748f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7d51476c0d999dc545aaa4e729d2f841"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a7d51476c0d999dc545aaa4e729d2f841">verID</a></td></tr>
<tr class="separator:a7d51476c0d999dc545aaa4e729d2f841"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a634c4e6805c4928fcbbf859306ce1fee"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a634c4e6805c4928fcbbf859306ce1fee">ctx</a></td></tr>
<tr class="separator:a634c4e6805c4928fcbbf859306ce1fee"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af7369ec802b04819c641334e521d7dae"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structDLTensor.html">DLTensor</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#af7369ec802b04819c641334e521d7dae">dltensor</a></td></tr>
<tr class="separator:af7369ec802b04819c641334e521d7dae"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a38959dfb4fd816f407c76a7285639758"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ext_1_1MXTensor.html#a38959dfb4fd816f407c76a7285639758">stype</a></td></tr>
<tr class="separator:a38959dfb4fd816f407c76a7285639758"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Tensor data structure used by custom operator. </p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="accf665442e338c1f09832dde3752fc02"></a>
<h2 class="memtitle"><span class="permalink"><a href="#accf665442e338c1f09832dde3752fc02">&#9670;&nbsp;</a></span>MXTensor() <span class="overload">[1/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">mxnet::ext::MXTensor::MXTensor </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a346c79f8b90c877d655d79d0bc49647b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a346c79f8b90c877d655d79d0bc49647b">&#9670;&nbsp;</a></span>MXTensor() <span class="overload">[2/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">mxnet::ext::MXTensor::MXTensor </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html">MXTensor</a> &amp;&#160;</td>
<td class="paramname"><em>oth</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a19de84b234af20b36e584827a1b22575"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a19de84b234af20b36e584827a1b22575">&#9670;&nbsp;</a></span>MXTensor() <span class="overload">[3/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">mxnet::ext::MXTensor::MXTensor </td>
<td>(</td>
<td class="paramtype">void *&#160;</td>
<td class="paramname"><em>data_ptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">std::vector&lt; int64_t &gt;&#160;</td>
<td class="paramname"><em>shape</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a>&#160;</td>
<td class="paramname"><em>dtype</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">size_t&#160;</td>
<td class="paramname"><em>vID</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a>&#160;</td>
<td class="paramname"><em>mx_ctx</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a>&#160;</td>
<td class="paramname"><em>stype</em> = <code><a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166aae97a392afb8883280a194eff9bc105e">kDefaultStorage</a></code>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
<a id="a4b16f5086857cf3dd983f9ef2b96c204"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a4b16f5086857cf3dd983f9ef2b96c204">&#9670;&nbsp;</a></span>data()</h2>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename data_type &gt; </div>
<table class="mlabels">
<tr>
<td class="mlabels-left">
<table class="memname">
<tr>
<td class="memname">data_type* mxnet::ext::MXTensor::data </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</td>
<td class="mlabels-right">
<span class="mlabels"><span class="mlabel">inline</span></span> </td>
</tr>
</table>
</div><div class="memdoc">
<p>helper function to cast data pointer </p>
</div>
</div>
<a id="a8934bedd9d9643ee1e8c69bcae65c224"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8934bedd9d9643ee1e8c69bcae65c224">&#9670;&nbsp;</a></span>isSame()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">bool mxnet::ext::MXTensor::isSame </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structmxnet_1_1ext_1_1MXTensor.html">MXTensor</a> &amp;&#160;</td>
<td class="paramname"><em>oth</em></td><td>)</td>
<td> const</td>
</tr>
</table>
</div><div class="memdoc">
<p>helper function to compare two MXTensors </p>
</div>
</div>
<a id="aead603e2824c32eeb027bee2d2b4a640"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aead603e2824c32eeb027bee2d2b4a640">&#9670;&nbsp;</a></span>setDLTensor()</h2>
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<td class="memname">void mxnet::ext::MXTensor::setDLTensor </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
<p>populate <a class="el" href="structDLTensor.html" title="Plain C Tensor object, does not manage memory.">DLTensor</a> fields </p>
</div>
</div>
<a id="a764cc32d43d66be2095065b9525e47c2"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a764cc32d43d66be2095065b9525e47c2">&#9670;&nbsp;</a></span>setTensor()</h2>
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<div class="memproto">
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<td class="memname">void mxnet::ext::MXTensor::setTensor </td>
<td>(</td>
<td class="paramtype">void *&#160;</td>
<td class="paramname"><em>dptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a>&#160;</td>
<td class="paramname"><em>type</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const int64_t *&#160;</td>
<td class="paramname"><em>dims</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">int&#160;</td>
<td class="paramname"><em>ndims</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">size_t&#160;</td>
<td class="paramname"><em>vID</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a>&#160;</td>
<td class="paramname"><em>mx_ctx</em>, </td>
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<td class="paramtype"><a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a>&#160;</td>
<td class="paramname"><em>storage_type</em>&#160;</td>
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<td>)</td>
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<p>populate internal tensor fields </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a67f147927ed642c1adec68471856a703">&#9670;&nbsp;</a></span>size()</h2>
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<td class="memname">int64_t mxnet::ext::MXTensor::size </td>
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<td> const</td>
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<p>helper function to get data size </p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a634c4e6805c4928fcbbf859306ce1fee">&#9670;&nbsp;</a></span>ctx</h2>
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<td class="memname"><a class="el" href="structmxnet_1_1ext_1_1MXContext.html">MXContext</a> mxnet::ext::MXTensor::ctx</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a3d1d1a007585a61bc8e53ebaa2e61480">&#9670;&nbsp;</a></span>data_ptr</h2>
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<td class="memname">void* mxnet::ext::MXTensor::data_ptr</td>
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<h2 class="memtitle"><span class="permalink"><a href="#af7369ec802b04819c641334e521d7dae">&#9670;&nbsp;</a></span>dltensor</h2>
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<td class="memname"><a class="el" href="structDLTensor.html">DLTensor</a> mxnet::ext::MXTensor::dltensor</td>
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<h2 class="memtitle"><span class="permalink"><a href="#ad306b093c8348887640e51e040c0748f">&#9670;&nbsp;</a></span>dtype</h2>
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<td class="memname"><a class="el" href="namespacemxnet_1_1ext.html#af63051445af41291367314796a35ef9f">MXDType</a> mxnet::ext::MXTensor::dtype</td>
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<h2 class="memtitle"><span class="permalink"><a href="#ae2d186fe466cd35bc4b77e038106b80d">&#9670;&nbsp;</a></span>shape</h2>
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<td class="memname">std::vector&lt;int64_t&gt; mxnet::ext::MXTensor::shape</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a38959dfb4fd816f407c76a7285639758">&#9670;&nbsp;</a></span>stype</h2>
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<td class="memname"><a class="el" href="namespacemxnet_1_1ext.html#a390d7b0a8597ac789c1439cb87948166">MXStorageType</a> mxnet::ext::MXTensor::stype</td>
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<a id="a7d51476c0d999dc545aaa4e729d2f841"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a7d51476c0d999dc545aaa4e729d2f841">&#9670;&nbsp;</a></span>verID</h2>
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<td class="memname">size_t mxnet::ext::MXTensor::verID</td>
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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>/work/mxnet/include/mxnet/<a class="el" href="lib__api_8h_source.html">lib_api.h</a></li>
</ul>
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