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<li class="navelem"><a class="el" href="dir_d44c64559bbebec7f509842c48db8b23.html">include</a></li><li class="navelem"><a class="el" href="dir_1143c7affb9ebd026cb6818dd282def7.html">mxnet</a></li> </ul>
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<div class="title">resource.h</div> </div>
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<a href="resource_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * or more contributor license agreements. See the NOTICE file</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * distributed with this work for additional information</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * regarding copyright ownership. The ASF licenses this file</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * to you under the Apache License, Version 2.0 (the</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * "License"); you may not use this file except in compliance</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * with the License. You may obtain a copy of the License at</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> *</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * http://www.apache.org/licenses/LICENSE-2.0</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> *</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * Unless required by applicable law or agreed to in writing,</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * software distributed under the License is distributed on an</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * KIND, either express or implied. See the License for the</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * specific language governing permissions and limitations</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * under the License.</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> */</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#ifndef MXNET_RESOURCE_H_</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#define MXNET_RESOURCE_H_</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include &lt;dmlc/logging.h&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="include_2mxnet_2base_8h.html">./base.h</a>"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="engine_8h.html">./engine.h</a>"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html"> 36</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> {</div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630"> 38</a></span>  <span class="keyword">enum</span> <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630">Type</a> {</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630adfccd3e369be7104e7300557f620f6b9"> 40</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630adfccd3e369be7104e7300557f620f6b9">kRandom</a>,</div><div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630aae5d4509a9b382744ea13d2daa8aa3f3"> 42</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630aae5d4509a9b382744ea13d2daa8aa3f3">kTempSpace</a></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  };</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#ad67cb809ea1e0db24629ffbd3db00a63"> 45</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630">Type</a> <a class="code" href="structmxnet_1_1ResourceRequest.html#ad67cb809ea1e0db24629ffbd3db00a63">type</a>;</div><div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#a0191250c5891ba487f354df4caf3604d"> 47</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html#a0191250c5891ba487f354df4caf3604d">ResourceRequest</a>() {}</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="structmxnet_1_1ResourceRequest.html#aa01dd9fd716dfbb68c2ee01f5a11aea5"> 52</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html#aa01dd9fd716dfbb68c2ee01f5a11aea5">ResourceRequest</a>(<a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630">Type</a> type) <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  : type(type) {}</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> };</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html"> 62</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1Resource.html">Resource</a> {</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#ae841e25cf5ee4aed895ace7fa080edc4"> 64</a></span>  <a class="code" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> <a class="code" href="structmxnet_1_1Resource.html#ae841e25cf5ee4aed895ace7fa080edc4">req</a>;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a5a8048bdda73fefa3af322aaaba50eb8"> 66</a></span>  <a class="code" href="namespacemxnet_1_1engine.html#a9d36c4f33eae8531586dc2edf83ae7cf">engine::VarHandle</a> <a class="code" href="structmxnet_1_1Resource.html#a5a8048bdda73fefa3af322aaaba50eb8">var</a>;</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#aa1fc8578c0fa849afe7da29c1cf1308b"> 68</a></span>  int32_t <a class="code" href="structmxnet_1_1Resource.html#aa1fc8578c0fa849afe7da29c1cf1308b">id</a>;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a7e9576783b7e9023375ffebd76a11806"> 73</a></span>  <span class="keywordtype">void</span> *<a class="code" href="structmxnet_1_1Resource.html#a7e9576783b7e9023375ffebd76a11806">ptr_</a>;</div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a76a2cc8f2a94b67b3533a048a80396aa"> 75</a></span>  <a class="code" href="structmxnet_1_1Resource.html#a76a2cc8f2a94b67b3533a048a80396aa">Resource</a>() : id(0) {}</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">template</span>&lt;<span class="keyword">typename</span> xpu, <span class="keyword">typename</span> DType&gt;</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a86039963ae5d682ffc287aefd520f6f9"> 83</a></span>  <span class="keyword">inline</span> mshadow::Random&lt;xpu, DType&gt;* <a class="code" href="structmxnet_1_1Resource.html#a86039963ae5d682ffc287aefd520f6f9">get_random</a>(</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  mshadow::Stream&lt;xpu&gt; *stream)<span class="keyword"> const </span>{</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  CHECK_EQ(req.<a class="code" href="structmxnet_1_1ResourceRequest.html#ad67cb809ea1e0db24629ffbd3db00a63">type</a>, <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630adfccd3e369be7104e7300557f620f6b9">ResourceRequest::kRandom</a>);</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  mshadow::Random&lt;xpu, DType&gt; *ret =</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keyword">static_cast&lt;</span>mshadow::Random&lt;xpu, DType&gt;*<span class="keyword">&gt;</span>(ptr_);</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  ret-&gt;set_stream(stream);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordflow">return</span> ret;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  }</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keyword">template</span>&lt;<span class="keyword">typename</span> xpu, <span class="keywordtype">int</span> ndim&gt;</div><div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#ab2be3ebdd3c5f5fa181ac4f6cdd69508"> 108</a></span>  <span class="keyword">inline</span> mshadow::Tensor&lt;xpu, ndim, real_t&gt; <a class="code" href="structmxnet_1_1Resource.html#ab2be3ebdd3c5f5fa181ac4f6cdd69508">get_space</a>(</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  mshadow::Shape&lt;ndim&gt; shape, mshadow::Stream&lt;xpu&gt; *stream)<span class="keyword"> const </span>{</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keywordflow">return</span> get_space_typed&lt;xpu, ndim, real_t&gt;(shape, stream);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  }</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="keyword">template</span>&lt;<span class="keywordtype">int</span> ndim&gt;</div><div class="line"><a name="l00121"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a92724193fad2a6c5e2a63687e63e3d80"> 121</a></span>  <span class="keyword">inline</span> mshadow::Tensor&lt;cpu, ndim, real_t&gt; <a class="code" href="structmxnet_1_1Resource.html#a92724193fad2a6c5e2a63687e63e3d80">get_host_space</a>(</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  mshadow::Shape&lt;ndim&gt; shape)<span class="keyword"> const </span>{</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="keywordflow">return</span> get_host_space_typed&lt;cpu, ndim, real_t&gt;(shape);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  }</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keyword">template</span>&lt;<span class="keyword">typename</span> xpu, <span class="keywordtype">int</span> ndim, <span class="keyword">typename</span> DType&gt;</div><div class="line"><a name="l00136"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a84e66895d72f9e99ae994de86539a77e"> 136</a></span>  <span class="keyword">inline</span> mshadow::Tensor&lt;xpu, ndim, DType&gt; <a class="code" href="structmxnet_1_1Resource.html#a84e66895d72f9e99ae994de86539a77e">get_space_typed</a>(</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  mshadow::Shape&lt;ndim&gt; shape, mshadow::Stream&lt;xpu&gt; *stream)<span class="keyword"> const </span>{</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  CHECK_EQ(req.<a class="code" href="structmxnet_1_1ResourceRequest.html#ad67cb809ea1e0db24629ffbd3db00a63">type</a>, <a class="code" href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630aae5d4509a9b382744ea13d2daa8aa3f3">ResourceRequest::kTempSpace</a>);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keywordflow">return</span> mshadow::Tensor&lt;xpu, ndim, DType&gt;(</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keyword">reinterpret_cast&lt;</span>DType*<span class="keyword">&gt;</span>(get_space_internal(shape.Size() * <span class="keyword">sizeof</span>(DType))),</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  shape, shape[ndim - 1], stream);</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  }</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">template</span>&lt;<span class="keywordtype">int</span> ndim, <span class="keyword">typename</span> DType&gt;</div><div class="line"><a name="l00153"></a><span class="lineno"><a class="line" href="structmxnet_1_1Resource.html#a7c6dff75a9e05a7394b02c84b79a14b2"> 153</a></span>  <span class="keyword">inline</span> mshadow::Tensor&lt;cpu, ndim, DType&gt; <a class="code" href="structmxnet_1_1Resource.html#a7c6dff75a9e05a7394b02c84b79a14b2">get_host_space_typed</a>(</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  mshadow::Shape&lt;ndim&gt; shape)<span class="keyword"> const </span>{</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keywordflow">return</span> mshadow::Tensor&lt;cpu, ndim, DType&gt;(</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keyword">reinterpret_cast&lt;</span>DType*<span class="keyword">&gt;</span>(get_host_space_internal(shape.Size() * <span class="keyword">sizeof</span>(DType))),</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  shape, shape[ndim - 1], NULL);</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  }</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="keywordtype">void</span>* get_space_internal(<span class="keywordtype">size_t</span> size) <span class="keyword">const</span>;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keywordtype">void</span> *get_host_space_internal(<span class="keywordtype">size_t</span> size) <span class="keyword">const</span>;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> };</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> </div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="classmxnet_1_1ResourceManager.html"> 174</a></span> <span class="keyword">class </span><a class="code" href="classmxnet_1_1ResourceManager.html">ResourceManager</a> {</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="keyword">virtual</span> <a class="code" href="structmxnet_1_1Resource.html">Resource</a> Request(<a class="code" href="structmxnet_1_1Context.html">Context</a> ctx, <span class="keyword">const</span> <a class="code" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> &amp;req) = 0;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> SeedRandom(uint32_t seed) = 0;</div><div class="line"><a name="l00191"></a><span class="lineno"><a class="line" href="classmxnet_1_1ResourceManager.html#a2b53c0843ddbaf7ccb9e06f448b20cac"> 191</a></span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1ResourceManager.html#a2b53c0843ddbaf7ccb9e06f448b20cac">~ResourceManager</a>() DMLC_THROW_EXCEPTION {}</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  <span class="keyword">static</span> <a class="code" href="classmxnet_1_1ResourceManager.html">ResourceManager</a> *Get();</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> };</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> } <span class="comment">// namespace mxnet</span></div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> <span class="preprocessor">#endif // MXNET_RESOURCE_H_</span></div><div class="ttc" id="engine_8h_html"><div class="ttname"><a href="engine_8h.html">engine.h</a></div><div class="ttdoc">Engine that schedules all the operations according to dependency. </div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a5a8048bdda73fefa3af322aaaba50eb8"><div class="ttname"><a href="structmxnet_1_1Resource.html#a5a8048bdda73fefa3af322aaaba50eb8">mxnet::Resource::var</a></div><div class="ttdeci">engine::VarHandle var</div><div class="ttdoc">engine variable </div><div class="ttdef"><b>Definition:</b> resource.h:66</div></div>
<div class="ttc" id="namespacemxnet_html"><div class="ttname"><a href="namespacemxnet.html">mxnet</a></div><div class="ttdoc">namespace of mxnet </div><div class="ttdef"><b>Definition:</b> base.h:126</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_aa1fc8578c0fa849afe7da29c1cf1308b"><div class="ttname"><a href="structmxnet_1_1Resource.html#aa1fc8578c0fa849afe7da29c1cf1308b">mxnet::Resource::id</a></div><div class="ttdeci">int32_t id</div><div class="ttdoc">identifier of id information, used for debug purpose </div><div class="ttdef"><b>Definition:</b> resource.h:68</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html">mxnet::ResourceRequest</a></div><div class="ttdoc">The resources that can be requested by Operator. </div><div class="ttdef"><b>Definition:</b> resource.h:36</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_aa01dd9fd716dfbb68c2ee01f5a11aea5"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#aa01dd9fd716dfbb68c2ee01f5a11aea5">mxnet::ResourceRequest::ResourceRequest</a></div><div class="ttdeci">ResourceRequest(Type type)</div><div class="ttdoc">constructor, allow implicit conversion </div><div class="ttdef"><b>Definition:</b> resource.h:52</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_ae841e25cf5ee4aed895ace7fa080edc4"><div class="ttname"><a href="structmxnet_1_1Resource.html#ae841e25cf5ee4aed895ace7fa080edc4">mxnet::Resource::req</a></div><div class="ttdeci">ResourceRequest req</div><div class="ttdoc">The original request. </div><div class="ttdef"><b>Definition:</b> resource.h:64</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_ad67cb809ea1e0db24629ffbd3db00a63"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#ad67cb809ea1e0db24629ffbd3db00a63">mxnet::ResourceRequest::type</a></div><div class="ttdeci">Type type</div><div class="ttdoc">type of resources </div><div class="ttdef"><b>Definition:</b> resource.h:45</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_aba2ee7560afb89ebdd00c7c735149630aae5d4509a9b382744ea13d2daa8aa3f3"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630aae5d4509a9b382744ea13d2daa8aa3f3">mxnet::ResourceRequest::kTempSpace</a></div><div class="ttdoc">A dynamic temp space that can be arbitrary size. </div><div class="ttdef"><b>Definition:</b> resource.h:42</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a7c6dff75a9e05a7394b02c84b79a14b2"><div class="ttname"><a href="structmxnet_1_1Resource.html#a7c6dff75a9e05a7394b02c84b79a14b2">mxnet::Resource::get_host_space_typed</a></div><div class="ttdeci">mshadow::Tensor&lt; cpu, ndim, DType &gt; get_host_space_typed(mshadow::Shape&lt; ndim &gt; shape) const </div><div class="ttdoc">Get CPU space as mshadow Tensor in specified type. The caller can request arbitrary size...</div><div class="ttdef"><b>Definition:</b> resource.h:153</div></div>
<div class="ttc" id="classmxnet_1_1ResourceManager_html"><div class="ttname"><a href="classmxnet_1_1ResourceManager.html">mxnet::ResourceManager</a></div><div class="ttdoc">Global resource manager. </div><div class="ttdef"><b>Definition:</b> resource.h:174</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html"><div class="ttname"><a href="structmxnet_1_1Resource.html">mxnet::Resource</a></div><div class="ttdoc">Resources used by mxnet operations. A resource is something special other than NDArray, but will still participate. </div><div class="ttdef"><b>Definition:</b> resource.h:62</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a86039963ae5d682ffc287aefd520f6f9"><div class="ttname"><a href="structmxnet_1_1Resource.html#a86039963ae5d682ffc287aefd520f6f9">mxnet::Resource::get_random</a></div><div class="ttdeci">mshadow::Random&lt; xpu, DType &gt; * get_random(mshadow::Stream&lt; xpu &gt; *stream) const </div><div class="ttdoc">Get random number generator. </div><div class="ttdef"><b>Definition:</b> resource.h:83</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a84e66895d72f9e99ae994de86539a77e"><div class="ttname"><a href="structmxnet_1_1Resource.html#a84e66895d72f9e99ae994de86539a77e">mxnet::Resource::get_space_typed</a></div><div class="ttdeci">mshadow::Tensor&lt; xpu, ndim, DType &gt; get_space_typed(mshadow::Shape&lt; ndim &gt; shape, mshadow::Stream&lt; xpu &gt; *stream) const </div><div class="ttdoc">Get space requested as mshadow Tensor in specified type. The caller can request arbitrary size...</div><div class="ttdef"><b>Definition:</b> resource.h:136</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_ab2be3ebdd3c5f5fa181ac4f6cdd69508"><div class="ttname"><a href="structmxnet_1_1Resource.html#ab2be3ebdd3c5f5fa181ac4f6cdd69508">mxnet::Resource::get_space</a></div><div class="ttdeci">mshadow::Tensor&lt; xpu, ndim, real_t &gt; get_space(mshadow::Shape&lt; ndim &gt; shape, mshadow::Stream&lt; xpu &gt; *stream) const </div><div class="ttdoc">Get space requested as mshadow Tensor. The caller can request arbitrary size. </div><div class="ttdef"><b>Definition:</b> resource.h:108</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_a0191250c5891ba487f354df4caf3604d"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#a0191250c5891ba487f354df4caf3604d">mxnet::ResourceRequest::ResourceRequest</a></div><div class="ttdeci">ResourceRequest()</div><div class="ttdoc">default constructor </div><div class="ttdef"><b>Definition:</b> resource.h:47</div></div>
<div class="ttc" id="classmxnet_1_1ResourceManager_html_a2b53c0843ddbaf7ccb9e06f448b20cac"><div class="ttname"><a href="classmxnet_1_1ResourceManager.html#a2b53c0843ddbaf7ccb9e06f448b20cac">mxnet::ResourceManager::~ResourceManager</a></div><div class="ttdeci">virtual ~ResourceManager() DMLC_THROW_EXCEPTION</div><div class="ttdoc">virtual destructor </div><div class="ttdef"><b>Definition:</b> resource.h:191</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_aba2ee7560afb89ebdd00c7c735149630"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630">mxnet::ResourceRequest::Type</a></div><div class="ttdeci">Type</div><div class="ttdoc">Resource type, indicating what the pointer type is. </div><div class="ttdef"><b>Definition:</b> resource.h:38</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a76a2cc8f2a94b67b3533a048a80396aa"><div class="ttname"><a href="structmxnet_1_1Resource.html#a76a2cc8f2a94b67b3533a048a80396aa">mxnet::Resource::Resource</a></div><div class="ttdeci">Resource()</div><div class="ttdoc">default constructor </div><div class="ttdef"><b>Definition:</b> resource.h:75</div></div>
<div class="ttc" id="namespacemxnet_1_1engine_html_a9d36c4f33eae8531586dc2edf83ae7cf"><div class="ttname"><a href="namespacemxnet_1_1engine.html#a9d36c4f33eae8531586dc2edf83ae7cf">mxnet::engine::VarHandle</a></div><div class="ttdeci">Var * VarHandle</div><div class="ttdoc">Variable pointer type, usually hold by user used to specify dependencies. </div><div class="ttdef"><b>Definition:</b> engine.h:46</div></div>
<div class="ttc" id="include_2mxnet_2base_8h_html"><div class="ttname"><a href="include_2mxnet_2base_8h.html">base.h</a></div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a92724193fad2a6c5e2a63687e63e3d80"><div class="ttname"><a href="structmxnet_1_1Resource.html#a92724193fad2a6c5e2a63687e63e3d80">mxnet::Resource::get_host_space</a></div><div class="ttdeci">mshadow::Tensor&lt; cpu, ndim, real_t &gt; get_host_space(mshadow::Shape&lt; ndim &gt; shape) const </div><div class="ttdoc">Get cpu space requested as mshadow Tensor. The caller can request arbitrary size. ...</div><div class="ttdef"><b>Definition:</b> resource.h:121</div></div>
<div class="ttc" id="structmxnet_1_1ResourceRequest_html_aba2ee7560afb89ebdd00c7c735149630adfccd3e369be7104e7300557f620f6b9"><div class="ttname"><a href="structmxnet_1_1ResourceRequest.html#aba2ee7560afb89ebdd00c7c735149630adfccd3e369be7104e7300557f620f6b9">mxnet::ResourceRequest::kRandom</a></div><div class="ttdoc">mshadow::Random&lt;xpu&gt; object </div><div class="ttdef"><b>Definition:</b> resource.h:40</div></div>
<div class="ttc" id="structmxnet_1_1Resource_html_a7e9576783b7e9023375ffebd76a11806"><div class="ttname"><a href="structmxnet_1_1Resource.html#a7e9576783b7e9023375ffebd76a11806">mxnet::Resource::ptr_</a></div><div class="ttdeci">void * ptr_</div><div class="ttdoc">pointer to the resource, do not use directly, access using member functions </div><div class="ttdef"><b>Definition:</b> resource.h:73</div></div>
<div class="ttc" id="structmxnet_1_1Context_html"><div class="ttname"><a href="structmxnet_1_1Context.html">mxnet::Context</a></div><div class="ttdoc">Context information about the execution environment. </div><div class="ttdef"><b>Definition:</b> base.h:141</div></div>
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