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<li class="navelem"><a class="el" href="namespacemxnet.html">mxnet</a></li><li class="navelem"><a class="el" href="structmxnet_1_1Resource.html">Resource</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> &#124;
<a href="#pub-attribs">Public Attributes</a> &#124;
<a href="structmxnet_1_1Resource-members.html">List of all members</a> </div>
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<div class="title">mxnet::Resource Struct Reference</div> </div>
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<p>Resources used by mxnet operations. A resource is something special other than <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>, but will still participate.
<a href="structmxnet_1_1Resource.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="resource_8h_source.html">resource.h</a>&gt;</code></p>
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Collaboration diagram for mxnet::Resource:</div>
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<area shape="rect" id="node2" href="structmxnet_1_1ResourceRequest.html" title="The resources that can be requested by Operator. " alt="" coords="17,5,199,97"/>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a76a2cc8f2a94b67b3533a048a80396aa"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a76a2cc8f2a94b67b3533a048a80396aa">Resource</a> ()</td></tr>
<tr class="memdesc:a76a2cc8f2a94b67b3533a048a80396aa"><td class="mdescLeft">&#160;</td><td class="mdescRight">default constructor <a href="#a76a2cc8f2a94b67b3533a048a80396aa">More...</a><br /></td></tr>
<tr class="separator:a76a2cc8f2a94b67b3533a048a80396aa"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a18ed29b378bdfad93358c275967afe60"><td class="memTemplParams" colspan="2">template&lt;typename xpu , typename DType &gt; </td></tr>
<tr class="memitem:a18ed29b378bdfad93358c275967afe60"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt; xpu, DType &gt; *&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a18ed29b378bdfad93358c275967afe60">get_random</a> (<a class="el" href="structmshadow_1_1Stream.html">mshadow::Stream</a>&lt; xpu &gt; *stream) const</td></tr>
<tr class="memdesc:a18ed29b378bdfad93358c275967afe60"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get random number generator. <a href="#a18ed29b378bdfad93358c275967afe60">More...</a><br /></td></tr>
<tr class="separator:a18ed29b378bdfad93358c275967afe60"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a01d3688ee499b78722a72789fbe08f3b"><td class="memTemplParams" colspan="2">template&lt;typename xpu , typename DType &gt; </td></tr>
<tr class="memitem:a01d3688ee499b78722a72789fbe08f3b"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmxnet_1_1common_1_1random_1_1RandGenerator.html">common::random::RandGenerator</a>&lt; xpu, DType &gt; *&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a01d3688ee499b78722a72789fbe08f3b">get_parallel_random</a> () const</td></tr>
<tr class="memdesc:a01d3688ee499b78722a72789fbe08f3b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get parallel random number generator. <a href="#a01d3688ee499b78722a72789fbe08f3b">More...</a><br /></td></tr>
<tr class="separator:a01d3688ee499b78722a72789fbe08f3b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3c3ced58b1ed0e4fdb0f8e62c6c4a362"><td class="memTemplParams" colspan="2">template&lt;typename xpu , int ndim&gt; </td></tr>
<tr class="memitem:a3c3ced58b1ed0e4fdb0f8e62c6c4a362"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; xpu, ndim, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a3c3ced58b1ed0e4fdb0f8e62c6c4a362">get_space</a> (<a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt; shape, <a class="el" href="structmshadow_1_1Stream.html">mshadow::Stream</a>&lt; xpu &gt; *stream) const</td></tr>
<tr class="memdesc:a3c3ced58b1ed0e4fdb0f8e62c6c4a362"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get space requested as mshadow Tensor. The caller can request arbitrary size. <a href="#a3c3ced58b1ed0e4fdb0f8e62c6c4a362">More...</a><br /></td></tr>
<tr class="separator:a3c3ced58b1ed0e4fdb0f8e62c6c4a362"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a71ac977a7b8dd6abbee947df43c85ec1"><td class="memTemplParams" colspan="2">template&lt;int ndim&gt; </td></tr>
<tr class="memitem:a71ac977a7b8dd6abbee947df43c85ec1"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; <a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">cpu</a>, ndim, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a71ac977a7b8dd6abbee947df43c85ec1">get_host_space</a> (<a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt; shape) const</td></tr>
<tr class="memdesc:a71ac977a7b8dd6abbee947df43c85ec1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get cpu space requested as mshadow Tensor. The caller can request arbitrary size. <a href="#a71ac977a7b8dd6abbee947df43c85ec1">More...</a><br /></td></tr>
<tr class="separator:a71ac977a7b8dd6abbee947df43c85ec1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a95f1c70975a646f9db28140798ae87d0"><td class="memTemplParams" colspan="2">template&lt;typename xpu , int ndim, typename DType &gt; </td></tr>
<tr class="memitem:a95f1c70975a646f9db28140798ae87d0"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; xpu, ndim, DType &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a95f1c70975a646f9db28140798ae87d0">get_space_typed</a> (<a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt; shape, <a class="el" href="structmshadow_1_1Stream.html">mshadow::Stream</a>&lt; xpu &gt; *stream) const</td></tr>
<tr class="memdesc:a95f1c70975a646f9db28140798ae87d0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get space requested as mshadow Tensor in specified type. The caller can request arbitrary size. <a href="#a95f1c70975a646f9db28140798ae87d0">More...</a><br /></td></tr>
<tr class="separator:a95f1c70975a646f9db28140798ae87d0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3dc6c8f2b200e2e045fe0ff74c18e5f7"><td class="memTemplParams" colspan="2">template&lt;int ndim, typename DType &gt; </td></tr>
<tr class="memitem:a3dc6c8f2b200e2e045fe0ff74c18e5f7"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; <a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">cpu</a>, ndim, DType &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a3dc6c8f2b200e2e045fe0ff74c18e5f7">get_host_space_typed</a> (<a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt; shape) const</td></tr>
<tr class="memdesc:a3dc6c8f2b200e2e045fe0ff74c18e5f7"><td class="mdescLeft">&#160;</td><td class="mdescRight">Get CPU space as mshadow Tensor in specified type. The caller can request arbitrary size. <a href="#a3dc6c8f2b200e2e045fe0ff74c18e5f7">More...</a><br /></td></tr>
<tr class="separator:a3dc6c8f2b200e2e045fe0ff74c18e5f7"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9e78ffb2885f9411ecb52683d935e9c1"><td class="memItemLeft" align="right" valign="top">void *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a9e78ffb2885f9411ecb52683d935e9c1">get_space_internal</a> (size_t size) const</td></tr>
<tr class="memdesc:a9e78ffb2885f9411ecb52683d935e9c1"><td class="mdescLeft">&#160;</td><td class="mdescRight">internal function to get space from resources. <a href="#a9e78ffb2885f9411ecb52683d935e9c1">More...</a><br /></td></tr>
<tr class="separator:a9e78ffb2885f9411ecb52683d935e9c1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a220125a23ff2a0666ec0ec498a71c19b"><td class="memItemLeft" align="right" valign="top">void *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a220125a23ff2a0666ec0ec498a71c19b">get_host_space_internal</a> (size_t size) const</td></tr>
<tr class="memdesc:a220125a23ff2a0666ec0ec498a71c19b"><td class="mdescLeft">&#160;</td><td class="mdescRight">internal function to get cpu space from resources. <a href="#a220125a23ff2a0666ec0ec498a71c19b">More...</a><br /></td></tr>
<tr class="separator:a220125a23ff2a0666ec0ec498a71c19b"><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:ae841e25cf5ee4aed895ace7fa080edc4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#ae841e25cf5ee4aed895ace7fa080edc4">req</a></td></tr>
<tr class="memdesc:ae841e25cf5ee4aed895ace7fa080edc4"><td class="mdescLeft">&#160;</td><td class="mdescRight">The original request. <a href="#ae841e25cf5ee4aed895ace7fa080edc4">More...</a><br /></td></tr>
<tr class="separator:ae841e25cf5ee4aed895ace7fa080edc4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5a8048bdda73fefa3af322aaaba50eb8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacemxnet_1_1engine.html#a9d36c4f33eae8531586dc2edf83ae7cf">engine::VarHandle</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a5a8048bdda73fefa3af322aaaba50eb8">var</a></td></tr>
<tr class="memdesc:a5a8048bdda73fefa3af322aaaba50eb8"><td class="mdescLeft">&#160;</td><td class="mdescRight">engine variable <a href="#a5a8048bdda73fefa3af322aaaba50eb8">More...</a><br /></td></tr>
<tr class="separator:a5a8048bdda73fefa3af322aaaba50eb8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa1fc8578c0fa849afe7da29c1cf1308b"><td class="memItemLeft" align="right" valign="top">int32_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#aa1fc8578c0fa849afe7da29c1cf1308b">id</a></td></tr>
<tr class="memdesc:aa1fc8578c0fa849afe7da29c1cf1308b"><td class="mdescLeft">&#160;</td><td class="mdescRight">identifier of id information, used for debug purpose <a href="#aa1fc8578c0fa849afe7da29c1cf1308b">More...</a><br /></td></tr>
<tr class="separator:aa1fc8578c0fa849afe7da29c1cf1308b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7e9576783b7e9023375ffebd76a11806"><td class="memItemLeft" align="right" valign="top">void *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html#a7e9576783b7e9023375ffebd76a11806">ptr_</a></td></tr>
<tr class="memdesc:a7e9576783b7e9023375ffebd76a11806"><td class="mdescLeft">&#160;</td><td class="mdescRight">pointer to the resource, do not use directly, access using member functions <a href="#a7e9576783b7e9023375ffebd76a11806">More...</a><br /></td></tr>
<tr class="separator:a7e9576783b7e9023375ffebd76a11806"><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>Resources used by mxnet operations. A resource is something special other than <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>, but will still participate. </p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a76a2cc8f2a94b67b3533a048a80396aa"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a76a2cc8f2a94b67b3533a048a80396aa">&#9670;&nbsp;</a></span>Resource()</h2>
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<td class="memname">mxnet::Resource::Resource </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>
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</div><div class="memdoc">
<p>default constructor </p>
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
<a id="a71ac977a7b8dd6abbee947df43c85ec1"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a71ac977a7b8dd6abbee947df43c85ec1">&#9670;&nbsp;</a></span>get_host_space()</h2>
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<div class="memproto">
<div class="memtemplate">
template&lt;int ndim&gt; </div>
<table class="mlabels">
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<td class="mlabels-left">
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<tr>
<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt;<a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">cpu</a>, ndim, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a>&gt; mxnet::Resource::get_host_space </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt;&#160;</td>
<td class="paramname"><em>shape</em></td><td>)</td>
<td> const</td>
</tr>
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</td>
<td class="mlabels-right">
<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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<p>Get cpu space requested as mshadow Tensor. The caller can request arbitrary size. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>the Shape of returning tensor. </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>the mshadow tensor requested. </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">ndim</td><td>the number of dimension of the tensor requested. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a220125a23ff2a0666ec0ec498a71c19b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a220125a23ff2a0666ec0ec498a71c19b">&#9670;&nbsp;</a></span>get_host_space_internal()</h2>
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<td class="memname">void* mxnet::Resource::get_host_space_internal </td>
<td>(</td>
<td class="paramtype">size_t&#160;</td>
<td class="paramname"><em>size</em></td><td>)</td>
<td> const</td>
</tr>
</table>
</div><div class="memdoc">
<p>internal function to get cpu space from resources. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">size</td><td>The size of space. </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>The allocated space </dd></dl>
</div>
</div>
<a id="a3dc6c8f2b200e2e045fe0ff74c18e5f7"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3dc6c8f2b200e2e045fe0ff74c18e5f7">&#9670;&nbsp;</a></span>get_host_space_typed()</h2>
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template&lt;int ndim, typename DType &gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt;<a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">cpu</a>, ndim, DType&gt; mxnet::Resource::get_host_space_typed </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt;&#160;</td>
<td class="paramname"><em>shape</em></td><td>)</td>
<td> const</td>
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</td>
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<span class="mlabels"><span class="mlabel">inline</span></span> </td>
</tr>
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</div><div class="memdoc">
<p>Get CPU space as mshadow Tensor in specified type. The caller can request arbitrary size. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>the Shape of returning tensor </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>the mshadow tensor requested </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">ndim</td><td>the number of dimnesion of tensor requested </td></tr>
<tr><td class="paramname">DType</td><td>request data type </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a01d3688ee499b78722a72789fbe08f3b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a01d3688ee499b78722a72789fbe08f3b">&#9670;&nbsp;</a></span>get_parallel_random()</h2>
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template&lt;typename xpu , typename DType &gt; </div>
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<td class="memname"><a class="el" href="classmxnet_1_1common_1_1random_1_1RandGenerator.html">common::random::RandGenerator</a>&lt;xpu, DType&gt;* mxnet::Resource::get_parallel_random </td>
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<p>Get parallel random number generator. </p>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">xpu</td><td>the device type of random number generator. </td></tr>
<tr><td class="paramname">DType</td><td>the return type. </td></tr>
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<dl class="section return"><dt>Returns</dt><dd>the parallel random number generator. for gpu, it is allocated on global memory. </dd></dl>
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<h2 class="memtitle"><span class="permalink"><a href="#a18ed29b378bdfad93358c275967afe60">&#9670;&nbsp;</a></span>get_random()</h2>
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template&lt;typename xpu , typename DType &gt; </div>
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<td class="memname"><a class="el" href="classmshadow_1_1Random.html">mshadow::Random</a>&lt;xpu, DType&gt;* mxnet::Resource::get_random </td>
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<td class="paramtype"><a class="el" href="structmshadow_1_1Stream.html">mshadow::Stream</a>&lt; xpu &gt; *&#160;</td>
<td class="paramname"><em>stream</em></td><td>)</td>
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<p>Get random number generator. </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">stream</td><td>The stream to use in the random number generator. </td></tr>
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<dl class="section return"><dt>Returns</dt><dd>the mshadow random number generator requested. </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">xpu</td><td>the device type of random number generator. </td></tr>
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<a id="a3c3ced58b1ed0e4fdb0f8e62c6c4a362"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3c3ced58b1ed0e4fdb0f8e62c6c4a362">&#9670;&nbsp;</a></span>get_space()</h2>
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template&lt;typename xpu , int ndim&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt;xpu, ndim, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a>&gt; mxnet::Resource::get_space </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt;&#160;</td>
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<p>Get space requested as mshadow Tensor. The caller can request arbitrary size. </p>
<p>This space can be shared with other calls to this-&gt;get_space. So the caller need to serialize the calls when using the conflicted space. The old space can get freed, however, this will incur a synchronization, when running on device, so the launched kernels that depend on the temp space can finish correctly.</p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>the Shape of returning tensor. </td></tr>
<tr><td class="paramname">stream</td><td>the stream of retruning tensor. </td></tr>
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<dl class="section return"><dt>Returns</dt><dd>the mshadow tensor requested. </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
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<tr><td class="paramname">xpu</td><td>the device type of random number generator. </td></tr>
<tr><td class="paramname">ndim</td><td>the number of dimension of the tensor requested. </td></tr>
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<h2 class="memtitle"><span class="permalink"><a href="#a9e78ffb2885f9411ecb52683d935e9c1">&#9670;&nbsp;</a></span>get_space_internal()</h2>
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<td class="memname">void* mxnet::Resource::get_space_internal </td>
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<td> const</td>
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<p>internal function to get space from resources. </p>
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<tr><td class="paramname">size</td><td>The size of the space. </td></tr>
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</dd>
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<dl class="section return"><dt>Returns</dt><dd>The allocated space. </dd></dl>
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<h2 class="memtitle"><span class="permalink"><a href="#a95f1c70975a646f9db28140798ae87d0">&#9670;&nbsp;</a></span>get_space_typed()</h2>
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template&lt;typename xpu , int ndim, typename DType &gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt;xpu, ndim, DType&gt; mxnet::Resource::get_space_typed </td>
<td>(</td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Shape.html">mshadow::Shape</a>&lt; ndim &gt;&#160;</td>
<td class="paramname"><em>shape</em>, </td>
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<td></td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Stream.html">mshadow::Stream</a>&lt; xpu &gt; *&#160;</td>
<td class="paramname"><em>stream</em>&#160;</td>
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<td></td>
<td>)</td>
<td></td><td> const</td>
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<p>Get space requested as mshadow Tensor in specified type. The caller can request arbitrary size. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">shape</td><td>the Shape of returning tensor. </td></tr>
<tr><td class="paramname">stream</td><td>the stream of retruning tensor. </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>the mshadow tensor requested. </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">xpu</td><td>the device type of random number generator. </td></tr>
<tr><td class="paramname">ndim</td><td>the number of dimension of the tensor requested. </td></tr>
</table>
</dd>
</dl>
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<h2 class="groupheader">Member Data Documentation</h2>
<a id="aa1fc8578c0fa849afe7da29c1cf1308b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aa1fc8578c0fa849afe7da29c1cf1308b">&#9670;&nbsp;</a></span>id</h2>
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<td class="memname">int32_t mxnet::Resource::id</td>
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<p>identifier of id information, used for debug purpose </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a7e9576783b7e9023375ffebd76a11806">&#9670;&nbsp;</a></span>ptr_</h2>
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<td class="memname">void* mxnet::Resource::ptr_</td>
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<p>pointer to the resource, do not use directly, access using member functions </p>
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<h2 class="memtitle"><span class="permalink"><a href="#ae841e25cf5ee4aed895ace7fa080edc4">&#9670;&nbsp;</a></span>req</h2>
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<td class="memname"><a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> mxnet::Resource::req</td>
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<p>The original request. </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a5a8048bdda73fefa3af322aaaba50eb8">&#9670;&nbsp;</a></span>var</h2>
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<td class="memname"><a class="el" href="namespacemxnet_1_1engine.html#a9d36c4f33eae8531586dc2edf83ae7cf">engine::VarHandle</a> mxnet::Resource::var</td>
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<p>engine variable </p>
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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="resource_8h_source.html">resource.h</a></li>
</ul>
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