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| <div class="title">operator_util.h</div> </div> |
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| <div class="contents"> |
| <a href="operator__util_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="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#ifndef MXNET_OPERATOR_UTIL_H_</span></div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#define MXNET_OPERATOR_UTIL_H_</span></div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  </div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#ifdef _MSC_VER</span></div> |
| <div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#pragma warning(disable : 4503) // disable warning: decorated name length exceeded.</span></div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#endif</span></div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  </div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include <<a class="code" href="3rdparty_2dmlc-core_2include_2dmlc_2registry_8h.html">dmlc/registry.h</a>></span></div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include <<a class="code" href="parameter_8h.html">dmlc/parameter.h</a>></span></div> |
| <div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include <map></span></div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include <vector></span></div> |
| <div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include <string></span></div> |
| <div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include <utility></span></div> |
| <div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "<a class="code" href="include_2mxnet_2base_8h.html">./base.h</a>"</span></div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "<a class="code" href="include_2mxnet_2operator_8h.html">./operator.h</a>"</span></div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  </div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#if DMLC_USE_CXX11</span></div> |
| <div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor">#include <functional></span></div> |
| <div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="preprocessor">#endif</span></div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  </div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div> |
| <div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html"> 51</a></span> <span class="keyword">namespace </span>op {</div> |
| <div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1GradFunctionArgument.html"> 53</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a> {</div> |
| <div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1GradFunctionArgument.html#ab9214ef3cfcf53b375a2e8f716e66929"> 55</a></span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a> <a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html#ab9214ef3cfcf53b375a2e8f716e66929">data</a>;</div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span> };</div> |
| <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  </div> |
| <div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1Input0.html"> 59</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1Input0.html">Input0</a> : <a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a> {};</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1Input1.html"> 61</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1Input1.html">Input1</a> : <a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a> {};</div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  </div> |
| <div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1OutputValue.html"> 64</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1OutputValue.html">OutputValue</a> : <a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a> {};</div> |
| <div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1OutputGrad.html"> 66</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> : <a class="code" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a> {};</div> |
| <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  </div> |
| <div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html"> 72</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> {</div> |
| <div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a74dfe03602a990b6552c8f7a01b2ecb5"> 74</a></span>  <a class="code" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html#a74dfe03602a990b6552c8f7a01b2ecb5">scalar</a>;</div> |
| <div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a9dc6ddeef01eb50bc77517bec1195d5d"> 76</a></span>  std::vector<std::pair<std::string, std::string> > <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html#a9dc6ddeef01eb50bc77517bec1195d5d">kwargs</a>;</div> |
| <div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a6b62df4767fd50d6a1fd9ebd44193bef"> 78</a></span>  std::vector<Resource> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html#a6b62df4767fd50d6a1fd9ebd44193bef">resource</a>;</div> |
| <div class="line"><a name="l00079"></a><span class="lineno"> 79</span> };</div> |
| <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  </div> |
| <div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a65e8bade5ae0539689b705b921ed9a9d"> 89</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a65e8bade5ae0539689b705b921ed9a9d">SourceFunction</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env, <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret, <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  </div> |
| <div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#aa4ae310a00e36e5bfa260fc65205395e"> 96</a></span> <span class="keyword">typedef</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#aa4ae310a00e36e5bfa260fc65205395e">SourceShapeFunction</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env);</div> |
| <div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  </div> |
| <div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#aa37d5216112b72e8110fc8654860910b"> 107</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#aa37d5216112b72e8110fc8654860910b">UnaryFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& src,</div> |
| <div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret,</div> |
| <div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00118"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#aa97f14f8f0d4f6e57f792ad14f967fef"> 118</a></span> <span class="keyword">typedef</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#aa97f14f8f0d4f6e57f792ad14f967fef">UnaryShapeFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a>& src, <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env);</div> |
| <div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  </div> |
| <div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a1e5767bffea568a1c38379060cbb68b4"> 128</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a1e5767bffea568a1c38379060cbb68b4">UnaryGradFunctionT0</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a>& out_grad,</div> |
| <div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a6ad11641816278f8fdb6fe87c7fd3740"> 142</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a6ad11641816278f8fdb6fe87c7fd3740">UnaryGradFunctionT1</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a>& out_grad,</div> |
| <div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputValue.html">OutputValue</a>& out_value,</div> |
| <div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ac29102128f7e7785493bbb5b7db80997"> 157</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#ac29102128f7e7785493bbb5b7db80997">UnaryGradFunctionT2</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a>& out_grad,</div> |
| <div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1Input0.html">Input0</a>& in_data0,</div> |
| <div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a880eff3ebc68810ef133a6d8b77facc9"> 173</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a880eff3ebc68810ef133a6d8b77facc9">BinaryFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& lhs,</div> |
| <div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& rhs,</div> |
| <div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret,</div> |
| <div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  </div> |
| <div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a8973cbc1527a6c57c6e19c9f1ed82075"> 187</a></span> <span class="keyword">typedef</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#a8973cbc1527a6c57c6e19c9f1ed82075">BinaryShapeFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a>& lhs,</div> |
| <div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a>& rhs,</div> |
| <div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env);</div> |
| <div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#abcef841f759a7874ef50f21ae0226c8a"> 201</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#abcef841f759a7874ef50f21ae0226c8a">BinaryGradFunctionT0</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a>& out_grad,</div> |
| <div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* lhs_grad,</div> |
| <div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* rhs_grad,</div> |
| <div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad,</div> |
| <div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad,</div> |
| <div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00220"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a027d1f190d964f7494816733aff6c3f2"> 220</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a027d1f190d964f7494816733aff6c3f2">BinaryGradFunctionT1</a>)(<span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a>& out_grad,</div> |
| <div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1Input0.html">Input0</a>& lhs,</div> |
| <div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1Input1.html">Input1</a>& rhs,</div> |
| <div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="keyword">const</span> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a>& env,</div> |
| <div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* lhs_grad,</div> |
| <div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* rhs_grad,</div> |
| <div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad,</div> |
| <div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad,</div> |
| <div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  </div> |
| <div class="line"><a name="l00231"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da"> 231</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> {</div> |
| <div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2"> 233</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2">kNoInplace</a>,</div> |
| <div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde"> 235</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde">kInplaceInOut</a>,</div> |
| <div class="line"><a name="l00237"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80"> 237</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80">kInplaceOutIn</a>,</div> |
| <div class="line"><a name="l00239"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18"> 239</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18">kInplaceLhsOut</a>,</div> |
| <div class="line"><a name="l00241"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4"> 241</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4">kInplaceOutLhs</a></div> |
| <div class="line"><a name="l00242"></a><span class="lineno"> 242</span> };</div> |
| <div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  </div> |
| <div class="line"><a name="l00245"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13"> 245</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">SimpleOpScalarOption</a> { <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a">kScalarBeforeArray</a>, <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">kArrayBeforeScalar</a> };</div> |
| <div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  </div> |
| <div class="line"><a name="l00248"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268"> 248</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> { <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b">kNotRegisterSymbolic</a>, <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a> };</div> |
| <div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  </div> |
| <div class="line"><a name="l00251"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html"> 251</a></span> <span class="keyword">class </span><a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">SimpleOpRegEntry</a> {</div> |
| <div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="keyword">public</span>:</div> |
| <div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac2fd6ca9171b44a1ab131430cc5866a3"> 254</a></span>  <span class="keyword">typedef</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">SimpleOpRegEntry</a> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac2fd6ca9171b44a1ab131430cc5866a3">TSelf</a>;</div> |
| <div class="line"><a name="l00256"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a02c180f08b215e9553d3c93fa783f9a4"> 256</a></span>  std::string <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a02c180f08b215e9553d3c93fa783f9a4">name</a>;</div> |
| <div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac258ea0f99d31b36e7dd682c25b3aeca">set_symbol_op_name</a>(<span class="keywordtype">char</span> <span class="keyword">const</span>* symbol_name) = 0;</div> |
| <div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a0725f1b670044149a088355ffeb6977f">set_enable_scalar</a>(<span class="keywordtype">bool</span> enable_scalar,</div> |
| <div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">SimpleOpScalarOption</a> type_mask = <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">kArrayBeforeScalar</a>) = 0;</div> |
| <div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a4cdffb8337b41a643c05632b29e65a2b">set_enable_kwargs</a>(<span class="keywordtype">bool</span> enable_kwargs) = 0;</div> |
| <div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#af67ac155e01e797e7f633789453fb5f3">set_resource_request</a>(<span class="keyword">const</span> std::vector<ResourceRequest>& reqs) = 0;</div> |
| <div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#af67ac155e01e797e7f633789453fb5f3">set_resource_request</a>(<a class="code" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> req) = 0;</div> |
| <div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a3be9c65fc5f747b6a05e3c2889d8f72b">set_shape_function</a>(<a class="code" href="namespacemxnet_1_1op.html#aa4ae310a00e36e5bfa260fc65205395e">SourceShapeFunction</a> fshapeinfer) = 0;</div> |
| <div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a3be9c65fc5f747b6a05e3c2889d8f72b">set_shape_function</a>(<a class="code" href="namespacemxnet_1_1op.html#aa97f14f8f0d4f6e57f792ad14f967fef">UnaryShapeFunction</a> fshapeinfer) = 0;</div> |
| <div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a3be9c65fc5f747b6a05e3c2889d8f72b">set_shape_function</a>(<a class="code" href="namespacemxnet_1_1op.html#a8973cbc1527a6c57c6e19c9f1ed82075">BinaryShapeFunction</a> fshapeinfer) = 0;</div> |
| <div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1f9bcff5039f065f73c7ec3a2558d799">set_function</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <a class="code" href="namespacemxnet_1_1op.html#a65e8bade5ae0539689b705b921ed9a9d">SourceFunction</a> fsource,</div> |
| <div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> register_symbolic = <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a>) = 0;</div> |
| <div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1f9bcff5039f065f73c7ec3a2558d799">set_function</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <a class="code" href="namespacemxnet_1_1op.html#aa37d5216112b72e8110fc8654860910b">UnaryFunction</a> funary,</div> |
| <div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_in_out,</div> |
| <div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> register_symbolic = <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a>) = 0;</div> |
| <div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1f9bcff5039f065f73c7ec3a2558d799">set_function</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <a class="code" href="namespacemxnet_1_1op.html#a880eff3ebc68810ef133a6d8b77facc9">BinaryFunction</a> fbinary,</div> |
| <div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_lhs_out,</div> |
| <div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> register_symbolic = <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a>) = 0;</div> |
| <div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">set_gradient</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <a class="code" href="namespacemxnet_1_1op.html#a1e5767bffea568a1c38379060cbb68b4">UnaryGradFunctionT0</a> fgrad,</div> |
| <div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">set_gradient</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  <a class="code" href="namespacemxnet_1_1op.html#a6ad11641816278f8fdb6fe87c7fd3740">UnaryGradFunctionT1</a> fgrad,</div> |
| <div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">set_gradient</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <a class="code" href="namespacemxnet_1_1op.html#ac29102128f7e7785493bbb5b7db80997">UnaryGradFunctionT2</a> fgrad,</div> |
| <div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">set_gradient</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  <a class="code" href="namespacemxnet_1_1op.html#abcef841f759a7874ef50f21ae0226c8a">BinaryGradFunctionT0</a> fgrad,</div> |
| <div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_lhs_grad) = 0;</div> |
| <div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">set_gradient</a>(<span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  <a class="code" href="namespacemxnet_1_1op.html#a027d1f190d964f7494816733aff6c3f2">BinaryGradFunctionT1</a> fgrad,</div> |
| <div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_lhs_grad) = 0;</div> |
| <div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1cce9a6aaa175711b6be5b864b055f6a">describe</a>(<span class="keyword">const</span> std::string& description) = 0;</div> |
| <div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">TSelf</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a405bfb5929d459d45d93c2eaa645bfb5">add_arguments</a>(<span class="keyword">const</span> std::vector<dmlc::ParamFieldInfo>& args) = 0;</div> |
| <div class="line"><a name="l00401"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a94815080350681ad70e7815da1bc0eae"> 401</a></span>  <span class="keyword">virtual</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a94815080350681ad70e7815da1bc0eae">~SimpleOpRegEntry</a>() {}</div> |
| <div class="line"><a name="l00402"></a><span class="lineno"> 402</span> };</div> |
| <div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  </div> |
| <div class="line"><a name="l00405"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegistry.html"> 405</a></span> <span class="keyword">class </span><a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html">SimpleOpRegistry</a> {</div> |
| <div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  <span class="keyword">public</span>:</div> |
| <div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">SimpleOpRegEntry</a>& <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a376e3412e9f425db998c384e5d3f0523">__REGISTER_OR_FIND__</a>(<span class="keywordtype">char</span> <span class="keyword">const</span>* name);</div> |
| <div class="line"><a name="l00418"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a8ee596c99eef39fbbfffca181bf7f26e"> 418</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keyword">const</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">SimpleOpRegEntry</a>* <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a8ee596c99eef39fbbfffca181bf7f26e">Find</a>(<span class="keyword">const</span> std::string& name) {</div> |
| <div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a374ec19d647f622c80a79fb3d541e7ec">Get</a>()->fmap_.at(name);</div> |
| <div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  }</div> |
| <div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  <span class="keyword">static</span> <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html">SimpleOpRegistry</a>* <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a374ec19d647f622c80a79fb3d541e7ec">Get</a>();</div> |
| <div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  </div> |
| <div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  <span class="keyword">private</span>:</div> |
| <div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  <span class="comment">// destructor</span></div> |
| <div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  ~<a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html">SimpleOpRegistry</a>();</div> |
| <div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  std::map<std::string, SimpleOpRegEntry*> fmap_;</div> |
| <div class="line"><a name="l00429"></a><span class="lineno"> 429</span> };</div> |
| <div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  </div> |
| <div class="line"><a name="l00439"></a><span class="lineno"><a class="line" href="operator__util_8h.html#a0e0ffc581a0c4a40815110163625b517"> 439</a></span> <span class="preprocessor">#define ASSIGN_DISPATCH(out, req, exp) \</span></div> |
| <div class="line"><a name="l00440"></a><span class="lineno"> 440</span> <span class="preprocessor"> { \</span></div> |
| <div class="line"><a name="l00441"></a><span class="lineno"> 441</span> <span class="preprocessor"> switch (req) { \</span></div> |
| <div class="line"><a name="l00442"></a><span class="lineno"> 442</span> <span class="preprocessor"> case kNullOp: \</span></div> |
| <div class="line"><a name="l00443"></a><span class="lineno"> 443</span> <span class="preprocessor"> break; \</span></div> |
| <div class="line"><a name="l00444"></a><span class="lineno"> 444</span> <span class="preprocessor"> case kWriteTo: \</span></div> |
| <div class="line"><a name="l00445"></a><span class="lineno"> 445</span> <span class="preprocessor"> case kWriteInplace: \</span></div> |
| <div class="line"><a name="l00446"></a><span class="lineno"> 446</span> <span class="preprocessor"> (out) = (exp); \</span></div> |
| <div class="line"><a name="l00447"></a><span class="lineno"> 447</span> <span class="preprocessor"> break; \</span></div> |
| <div class="line"><a name="l00448"></a><span class="lineno"> 448</span> <span class="preprocessor"> case kAddTo: \</span></div> |
| <div class="line"><a name="l00449"></a><span class="lineno"> 449</span> <span class="preprocessor"> (out) += (exp); \</span></div> |
| <div class="line"><a name="l00450"></a><span class="lineno"> 450</span> <span class="preprocessor"> break; \</span></div> |
| <div class="line"><a name="l00451"></a><span class="lineno"> 451</span> <span class="preprocessor"> default: \</span></div> |
| <div class="line"><a name="l00452"></a><span class="lineno"> 452</span> <span class="preprocessor"> LOG(FATAL) << "not reached"; \</span></div> |
| <div class="line"><a name="l00453"></a><span class="lineno"> 453</span> <span class="preprocessor"> } \</span></div> |
| <div class="line"><a name="l00454"></a><span class="lineno"> 454</span> <span class="preprocessor"> }</span></div> |
| <div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  </div> |
| <div class="line"><a name="l00459"></a><span class="lineno"><a class="line" href="operator__util_8h.html#ad815e6121771b9c0e292674c7b966f22"> 459</a></span> <span class="preprocessor">#define MXNET_SPECIAL_MAX_NDIM 5</span></div> |
| <div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  </div> |
| <div class="line"><a name="l00461"></a><span class="lineno"> 461</span> <span class="comment">//--------------------------------------------------------------</span></div> |
| <div class="line"><a name="l00462"></a><span class="lineno"> 462</span> <span class="comment">// The following part are API Registration of Simple Operators</span></div> |
| <div class="line"><a name="l00463"></a><span class="lineno"> 463</span> <span class="comment">//--------------------------------------------------------------</span></div> |
| <div class="line"><a name="l00481"></a><span class="lineno"><a class="line" href="operator__util_8h.html#a7c62fb645da1e054596c58315aeadc2c"> 481</a></span> <span class="comment"></span><span class="preprocessor">#define MXNET_REGISTER_SIMPLE_OP(Name, DEV) \</span></div> |
| <div class="line"><a name="l00482"></a><span class="lineno"> 482</span> <span class="preprocessor"> static ::mxnet::op::SimpleOpRegEntry& __make_##SimpleOpRegEntry##_##Name##__##DEV##__ = \</span></div> |
| <div class="line"><a name="l00483"></a><span class="lineno"> 483</span> <span class="preprocessor"> ::mxnet::op::SimpleOpRegistry::Get()->__REGISTER_OR_FIND__(#Name)</span></div> |
| <div class="line"><a name="l00484"></a><span class="lineno"> 484</span>  </div> |
| <div class="line"><a name="l00485"></a><span class="lineno"> 485</span> } <span class="comment">// namespace op</span></div> |
| <div class="line"><a name="l00486"></a><span class="lineno"> 486</span> } <span class="comment">// namespace mxnet</span></div> |
| <div class="line"><a name="l00487"></a><span class="lineno"> 487</span> <span class="preprocessor">#endif // MXNET_OPERATOR_UTIL_H_</span></div> |
| </div><!-- fragment --></div><!-- contents --> |
| <div class="ttc" id="anamespacemxnet_html"><div class="ttname"><a href="namespacemxnet.html">mxnet</a></div><div class="ttdoc">namespace of mxnet</div><div class="ttdef"><b>Definition:</b> api_registry.h:33</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a94815080350681ad70e7815da1bc0eae"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a94815080350681ad70e7815da1bc0eae">mxnet::op::SimpleOpRegEntry::~SimpleOpRegEntry</a></div><div class="ttdeci">virtual ~SimpleOpRegEntry()</div><div class="ttdoc">virtual destructor</div><div class="ttdef"><b>Definition:</b> operator_util.h:401</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a1f9bcff5039f065f73c7ec3a2558d799"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1f9bcff5039f065f73c7ec3a2558d799">mxnet::op::SimpleOpRegEntry::set_function</a></div><div class="ttdeci">virtual TSelf & set_function(int dev_mask, SourceFunction fsource, SimpleOpRegOption register_symbolic=kRegisterSymbolic)=0</div><div class="ttdoc">set function of the function to be fsource</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a01bb0bb658bedb4d58bf7d11e4b17268"><div class="ttname"><a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">mxnet::op::SimpleOpRegOption</a></div><div class="ttdeci">SimpleOpRegOption</div><div class="ttdoc">options in the registry to set symbolic registration</div><div class="ttdef"><b>Definition:</b> operator_util.h:248</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a1cce9a6aaa175711b6be5b864b055f6a"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a1cce9a6aaa175711b6be5b864b055f6a">mxnet::op::SimpleOpRegEntry::describe</a></div><div class="ttdeci">virtual TSelf & describe(const std::string &description)=0</div><div class="ttdoc">Describe the function.</div></div> |
| <div class="ttc" id="astructmxnet_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:38</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a4cdffb8337b41a643c05632b29e65a2b"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a4cdffb8337b41a643c05632b29e65a2b">mxnet::op::SimpleOpRegEntry::set_enable_kwargs</a></div><div class="ttdeci">virtual TSelf & set_enable_kwargs(bool enable_kwargs)=0</div><div class="ttdoc">set whether to enable kwargs A function cannot have both kwargs and scalar arguments....</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a3be9c65fc5f747b6a05e3c2889d8f72b"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a3be9c65fc5f747b6a05e3c2889d8f72b">mxnet::op::SimpleOpRegEntry::set_shape_function</a></div><div class="ttdeci">virtual TSelf & set_shape_function(SourceShapeFunction fshapeinfer)=0</div><div class="ttdoc">set source inference function.</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1Input1_html"><div class="ttname"><a href="structmxnet_1_1op_1_1Input1.html">mxnet::op::Input1</a></div><div class="ttdoc">Second input to the function.</div><div class="ttdef"><b>Definition:</b> operator_util.h:61</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18">mxnet::op::kInplaceLhsOut</a></div><div class="ttdeci">@ kInplaceLhsOut</div><div class="ttdoc">in binary forward, allow inplace left operand with out</div><div class="ttdef"><b>Definition:</b> operator_util.h:239</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1EnvArguments_html_a74dfe03602a990b6552c8f7a01b2ecb5"><div class="ttname"><a href="structmxnet_1_1op_1_1EnvArguments.html#a74dfe03602a990b6552c8f7a01b2ecb5">mxnet::op::EnvArguments::scalar</a></div><div class="ttdeci">real_t scalar</div><div class="ttdoc">scalar argument, if enabled</div><div class="ttdef"><b>Definition:</b> operator_util.h:74</div></div> |
| <div class="ttc" id="anamespacemxnet_html_a7cd7094ef222e9ae1f520c3b6a214398"><div class="ttname"><a href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">mxnet::OpReqType</a></div><div class="ttdeci">OpReqType</div><div class="ttdoc">operation request type to Forward and Backward</div><div class="ttdef"><b>Definition:</b> op_attr_types.h:45</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegistry_html"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegistry.html">mxnet::op::SimpleOpRegistry</a></div><div class="ttdoc">registry for TBlob functions</div><div class="ttdef"><b>Definition:</b> operator_util.h:405</div></div> |
| <div class="ttc" id="aparameter_8h_html"><div class="ttname"><a href="parameter_8h.html">parameter.h</a></div><div class="ttdoc">Provide lightweight util to do parameter setup and checking.</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_abcef841f759a7874ef50f21ae0226c8a"><div class="ttname"><a href="namespacemxnet_1_1op.html#abcef841f759a7874ef50f21ae0226c8a">mxnet::op::BinaryGradFunctionT0</a></div><div class="ttdeci">void(* BinaryGradFunctionT0)(const OutputGrad &out_grad, const EnvArguments &env, TBlob *lhs_grad, TBlob *rhs_grad, OpReqType req_lhs_grad, OpReqType req_rhs_grad, RunContext ctx)</div><div class="ttdoc">Gradient function that takes only output gradient and computes gradient wrt to input....</div><div class="ttdef"><b>Definition:</b> operator_util.h:201</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_aa37d5216112b72e8110fc8654860910b"><div class="ttname"><a href="namespacemxnet_1_1op.html#aa37d5216112b72e8110fc8654860910b">mxnet::op::UnaryFunction</a></div><div class="ttdeci">void(* UnaryFunction)(const TBlob &src, const EnvArguments &env, TBlob *ret, OpReqType req, RunContext ctx)</div><div class="ttdoc">Unary function that takes a src and save result to ret. The result container is pre-allocated with th...</div><div class="ttdef"><b>Definition:</b> operator_util.h:107</div></div> |
| <div class="ttc" id="astructmxnet_1_1RunContext_html"><div class="ttname"><a href="structmxnet_1_1RunContext.html">mxnet::RunContext</a></div><div class="ttdoc">execution time context. The information needed in runtime for actual execution.</div><div class="ttdef"><b>Definition:</b> base.h:343</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a8973cbc1527a6c57c6e19c9f1ed82075"><div class="ttname"><a href="namespacemxnet_1_1op.html#a8973cbc1527a6c57c6e19c9f1ed82075">mxnet::op::BinaryShapeFunction</a></div><div class="ttdeci">mxnet::TShape(* BinaryShapeFunction)(const mxnet::TShape &lhs, const mxnet::TShape &rhs, const EnvArguments &env)</div><div class="ttdoc">Shape inference function to get the correct shape given source shapes.</div><div class="ttdef"><b>Definition:</b> operator_util.h:187</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_ac2fd6ca9171b44a1ab131430cc5866a3"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac2fd6ca9171b44a1ab131430cc5866a3">mxnet::op::SimpleOpRegEntry::TSelf</a></div><div class="ttdeci">SimpleOpRegEntry TSelf</div><div class="ttdoc">declare self type</div><div class="ttdef"><b>Definition:</b> operator_util.h:254</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8da"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">mxnet::op::SimpleOpInplaceOption</a></div><div class="ttdeci">SimpleOpInplaceOption</div><div class="ttdoc">options in the registry to set inplace of operator</div><div class="ttdef"><b>Definition:</b> operator_util.h:231</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1GradFunctionArgument_html"><div class="ttname"><a href="structmxnet_1_1op_1_1GradFunctionArgument.html">mxnet::op::GradFunctionArgument</a></div><div class="ttdoc">super class of all gradient function argument</div><div class="ttdef"><b>Definition:</b> operator_util.h:53</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_ae7310844fa858f1ec6b6428dd6977a13"><div class="ttname"><a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">mxnet::op::SimpleOpScalarOption</a></div><div class="ttdeci">SimpleOpScalarOption</div><div class="ttdoc">options in the registry to set symbolic registration</div><div class="ttdef"><b>Definition:</b> operator_util.h:245</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">mxnet::op::SimpleOpRegEntry</a></div><div class="ttdoc">registry entry to register simple operators via functions.</div><div class="ttdef"><b>Definition:</b> operator_util.h:251</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a"><div class="ttname"><a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a">mxnet::op::kScalarBeforeArray</a></div><div class="ttdeci">@ kScalarBeforeArray</div><div class="ttdef"><b>Definition:</b> operator_util.h:245</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_af67ac155e01e797e7f633789453fb5f3"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#af67ac155e01e797e7f633789453fb5f3">mxnet::op::SimpleOpRegEntry::set_resource_request</a></div><div class="ttdeci">virtual TSelf & set_resource_request(const std::vector< ResourceRequest > &reqs)=0</div><div class="ttdoc">set resource request By default there is no resource request. The resource will be presented in both ...</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1Input0_html"><div class="ttname"><a href="structmxnet_1_1op_1_1Input0.html">mxnet::op::Input0</a></div><div class="ttdoc">First input to the function.</div><div class="ttdef"><b>Definition:</b> operator_util.h:59</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a02c180f08b215e9553d3c93fa783f9a4"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a02c180f08b215e9553d3c93fa783f9a4">mxnet::op::SimpleOpRegEntry::name</a></div><div class="ttdeci">std::string name</div><div class="ttdoc">name of the operator</div><div class="ttdef"><b>Definition:</b> operator_util.h:256</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a405bfb5929d459d45d93c2eaa645bfb5"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a405bfb5929d459d45d93c2eaa645bfb5">mxnet::op::SimpleOpRegEntry::add_arguments</a></div><div class="ttdeci">virtual TSelf & add_arguments(const std::vector< dmlc::ParamFieldInfo > &args)=0</div><div class="ttdoc">Describe the function.</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_ab8fe122e15142dc85c679071acf53302"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ab8fe122e15142dc85c679071acf53302">mxnet::op::SimpleOpRegEntry::set_gradient</a></div><div class="ttdeci">virtual TSelf & set_gradient(int dev_mask, UnaryGradFunctionT0 fgrad, SimpleOpInplaceOption inplace_out_in_grad)=0</div><div class="ttdoc">set gradient of the function of this function.</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80">mxnet::op::kInplaceOutIn</a></div><div class="ttdeci">@ kInplaceOutIn</div><div class="ttdoc">in unary backward, allow inplace out_grad with in_grad</div><div class="ttdef"><b>Definition:</b> operator_util.h:237</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1OutputValue_html"><div class="ttname"><a href="structmxnet_1_1op_1_1OutputValue.html">mxnet::op::OutputValue</a></div><div class="ttdoc">Ouput value of the function to the function.</div><div class="ttdef"><b>Definition:</b> operator_util.h:64</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1EnvArguments_html_a9dc6ddeef01eb50bc77517bec1195d5d"><div class="ttname"><a href="structmxnet_1_1op_1_1EnvArguments.html#a9dc6ddeef01eb50bc77517bec1195d5d">mxnet::op::EnvArguments::kwargs</a></div><div class="ttdeci">std::vector< std::pair< std::string, std::string > > kwargs</div><div class="ttdoc">keyword arguments</div><div class="ttdef"><b>Definition:</b> operator_util.h:76</div></div> |
| <div class="ttc" id="aclassmxnet_1_1TBlob_html"><div class="ttname"><a href="classmxnet_1_1TBlob.html">mxnet::TBlob</a></div><div class="ttdoc">tensor blob class that can be used to hold tensor of any dimension, any device and any data type,...</div><div class="ttdef"><b>Definition:</b> tensor_blob.h:65</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7"><div class="ttname"><a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">mxnet::op::kArrayBeforeScalar</a></div><div class="ttdeci">@ kArrayBeforeScalar</div><div class="ttdef"><b>Definition:</b> operator_util.h:245</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1GradFunctionArgument_html_ab9214ef3cfcf53b375a2e8f716e66929"><div class="ttname"><a href="structmxnet_1_1op_1_1GradFunctionArgument.html#ab9214ef3cfcf53b375a2e8f716e66929">mxnet::op::GradFunctionArgument::data</a></div><div class="ttdeci">TBlob data</div><div class="ttdoc">The real data.</div><div class="ttdef"><b>Definition:</b> operator_util.h:55</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1EnvArguments_html"><div class="ttname"><a href="structmxnet_1_1op_1_1EnvArguments.html">mxnet::op::EnvArguments</a></div><div class="ttdoc">Environment arguments that is used by the function. These can be things like scalar arguments when ad...</div><div class="ttdef"><b>Definition:</b> operator_util.h:72</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_aa97f14f8f0d4f6e57f792ad14f967fef"><div class="ttname"><a href="namespacemxnet_1_1op.html#aa97f14f8f0d4f6e57f792ad14f967fef">mxnet::op::UnaryShapeFunction</a></div><div class="ttdeci">mxnet::TShape(* UnaryShapeFunction)(const mxnet::TShape &src, const EnvArguments &env)</div><div class="ttdoc">Shape inference function to get the correct shape given source.</div><div class="ttdef"><b>Definition:</b> operator_util.h:118</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegistry_html_a374ec19d647f622c80a79fb3d541e7ec"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a374ec19d647f622c80a79fb3d541e7ec">mxnet::op::SimpleOpRegistry::Get</a></div><div class="ttdeci">static SimpleOpRegistry * Get()</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a1e5767bffea568a1c38379060cbb68b4"><div class="ttname"><a href="namespacemxnet_1_1op.html#a1e5767bffea568a1c38379060cbb68b4">mxnet::op::UnaryGradFunctionT0</a></div><div class="ttdeci">void(* UnaryGradFunctionT0)(const OutputGrad &out_grad, const EnvArguments &env, TBlob *in_grad, OpReqType req, RunContext ctx)</div><div class="ttdoc">Gradient function that takes output value of function and computes gradient wrt to input.</div><div class="ttdef"><b>Definition:</b> operator_util.h:128</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b"><div class="ttname"><a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b">mxnet::op::kNotRegisterSymbolic</a></div><div class="ttdeci">@ kNotRegisterSymbolic</div><div class="ttdef"><b>Definition:</b> operator_util.h:248</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_ac258ea0f99d31b36e7dd682c25b3aeca"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac258ea0f99d31b36e7dd682c25b3aeca">mxnet::op::SimpleOpRegEntry::set_symbol_op_name</a></div><div class="ttdeci">virtual TSelf & set_symbol_op_name(char const *symbol_name)=0</div><div class="ttdoc">set a seperate name for symbol This must be called before set_function. Default: this is set to be sa...</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegistry_html_a376e3412e9f425db998c384e5d3f0523"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a376e3412e9f425db998c384e5d3f0523">mxnet::op::SimpleOpRegistry::__REGISTER_OR_FIND__</a></div><div class="ttdeci">SimpleOpRegEntry & __REGISTER_OR_FIND__(char const *name)</div><div class="ttdoc">Internal function to register a name function under name.</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4">mxnet::op::kInplaceOutLhs</a></div><div class="ttdeci">@ kInplaceOutLhs</div><div class="ttdoc">in binary backward, allow inplace out_grad with lhs_grad</div><div class="ttdef"><b>Definition:</b> operator_util.h:241</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1OutputGrad_html"><div class="ttname"><a href="structmxnet_1_1op_1_1OutputGrad.html">mxnet::op::OutputGrad</a></div><div class="ttdoc">Gradient of output value.</div><div class="ttdef"><b>Definition:</b> operator_util.h:66</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2">mxnet::op::kNoInplace</a></div><div class="ttdeci">@ kNoInplace</div><div class="ttdoc">do not allow inplace in arguments</div><div class="ttdef"><b>Definition:</b> operator_util.h:233</div></div> |
| <div class="ttc" id="aclassmxnet_1_1TShape_html"><div class="ttname"><a href="classmxnet_1_1TShape.html">mxnet::TShape</a></div><div class="ttdoc">A Shape class that is used to represent shape of each tensor.</div><div class="ttdef"><b>Definition:</b> tuple.h:440</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_aa4ae310a00e36e5bfa260fc65205395e"><div class="ttname"><a href="namespacemxnet_1_1op.html#aa4ae310a00e36e5bfa260fc65205395e">mxnet::op::SourceShapeFunction</a></div><div class="ttdeci">mxnet::TShape(* SourceShapeFunction)(const EnvArguments &env)</div><div class="ttdoc">Shape inference function to get the correct shape.</div><div class="ttdef"><b>Definition:</b> operator_util.h:96</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a027d1f190d964f7494816733aff6c3f2"><div class="ttname"><a href="namespacemxnet_1_1op.html#a027d1f190d964f7494816733aff6c3f2">mxnet::op::BinaryGradFunctionT1</a></div><div class="ttdeci">void(* BinaryGradFunctionT1)(const OutputGrad &out_grad, const Input0 &lhs, const Input1 &rhs, const EnvArguments &env, TBlob *lhs_grad, TBlob *rhs_grad, OpReqType req_lhs_grad, OpReqType req_rhs_grad, RunContext ctx)</div><div class="ttdoc">Gradient function that takes inputs of function anod computes gradient wrt to input.</div><div class="ttdef"><b>Definition:</b> operator_util.h:220</div></div> |
| <div class="ttc" id="ainclude_2mxnet_2operator_8h_html"><div class="ttname"><a href="include_2mxnet_2operator_8h.html">operator.h</a></div><div class="ttdoc">Operator interface of mxnet.</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_ac29102128f7e7785493bbb5b7db80997"><div class="ttname"><a href="namespacemxnet_1_1op.html#ac29102128f7e7785493bbb5b7db80997">mxnet::op::UnaryGradFunctionT2</a></div><div class="ttdeci">void(* UnaryGradFunctionT2)(const OutputGrad &out_grad, const Input0 &in_data0, const EnvArguments &env, TBlob *in_grad, OpReqType req, RunContext ctx)</div><div class="ttdoc">Gradient function that takes input value of function and computes gradient wrt to input.</div><div class="ttdef"><b>Definition:</b> operator_util.h:157</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegEntry_html_a0725f1b670044149a088355ffeb6977f"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a0725f1b670044149a088355ffeb6977f">mxnet::op::SimpleOpRegEntry::set_enable_scalar</a></div><div class="ttdeci">virtual TSelf & set_enable_scalar(bool enable_scalar, SimpleOpScalarOption type_mask=kArrayBeforeScalar)=0</div><div class="ttdoc">set number of scalar arguments needed to be passed in env A function cannot have both kwargs and scal...</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1"><div class="ttname"><a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">mxnet::op::kRegisterSymbolic</a></div><div class="ttdeci">@ kRegisterSymbolic</div><div class="ttdef"><b>Definition:</b> operator_util.h:248</div></div> |
| <div class="ttc" id="a3rdparty_2dmlc-core_2include_2dmlc_2registry_8h_html"><div class="ttname"><a href="3rdparty_2dmlc-core_2include_2dmlc_2registry_8h.html">registry.h</a></div><div class="ttdoc">Registry utility that helps to build registry singletons.</div></div> |
| <div class="ttc" id="astructmxnet_1_1op_1_1EnvArguments_html_a6b62df4767fd50d6a1fd9ebd44193bef"><div class="ttname"><a href="structmxnet_1_1op_1_1EnvArguments.html#a6b62df4767fd50d6a1fd9ebd44193bef">mxnet::op::EnvArguments::resource</a></div><div class="ttdeci">std::vector< Resource > resource</div><div class="ttdoc">pointer to the resources requested</div><div class="ttdef"><b>Definition:</b> operator_util.h:78</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a65e8bade5ae0539689b705b921ed9a9d"><div class="ttname"><a href="namespacemxnet_1_1op.html#a65e8bade5ae0539689b705b921ed9a9d">mxnet::op::SourceFunction</a></div><div class="ttdeci">void(* SourceFunction)(const EnvArguments &env, TBlob *ret, OpReqType req, RunContext ctx)</div><div class="ttdoc">source function that generate output based on env The result container is pre-allocated with the corr...</div><div class="ttdef"><b>Definition:</b> operator_util.h:89</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde">mxnet::op::kInplaceInOut</a></div><div class="ttdeci">@ kInplaceInOut</div><div class="ttdoc">in unary forward, allow inplace in with out</div><div class="ttdef"><b>Definition:</b> operator_util.h:235</div></div> |
| <div class="ttc" id="ainclude_2mxnet_2base_8h_html"><div class="ttname"><a href="include_2mxnet_2base_8h.html">base.h</a></div><div class="ttdoc">configuration of MXNet as well as basic data structure.</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a6ad11641816278f8fdb6fe87c7fd3740"><div class="ttname"><a href="namespacemxnet_1_1op.html#a6ad11641816278f8fdb6fe87c7fd3740">mxnet::op::UnaryGradFunctionT1</a></div><div class="ttdeci">void(* UnaryGradFunctionT1)(const OutputGrad &out_grad, const OutputValue &out_value, const EnvArguments &env, TBlob *in_grad, OpReqType req, RunContext ctx)</div><div class="ttdoc">Gradient function that takes output value of function and computes gradient wrt to input.</div><div class="ttdef"><b>Definition:</b> operator_util.h:142</div></div> |
| <div class="ttc" id="aclassmxnet_1_1op_1_1SimpleOpRegistry_html_a8ee596c99eef39fbbfffca181bf7f26e"><div class="ttname"><a href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a8ee596c99eef39fbbfffca181bf7f26e">mxnet::op::SimpleOpRegistry::Find</a></div><div class="ttdeci">static const SimpleOpRegEntry * Find(const std::string &name)</div><div class="ttdoc">Find the entry with corresponding name.</div><div class="ttdef"><b>Definition:</b> operator_util.h:418</div></div> |
| <div class="ttc" id="anamespacemxnet_html_a4421326e33f2a848cb2fa3e70ab24ff4"><div class="ttname"><a href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">mxnet::real_t</a></div><div class="ttdeci">mshadow::default_real_t real_t</div><div class="ttdoc">data type that will be used to store ndarray</div><div class="ttdef"><b>Definition:</b> base.h:85</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1op_html_a880eff3ebc68810ef133a6d8b77facc9"><div class="ttname"><a href="namespacemxnet_1_1op.html#a880eff3ebc68810ef133a6d8b77facc9">mxnet::op::BinaryFunction</a></div><div class="ttdeci">void(* BinaryFunction)(const TBlob &lhs, const TBlob &rhs, const EnvArguments &env, TBlob *ret, OpReqType req, RunContext ctx)</div><div class="ttdoc">Binary function that takes lhs, rhs and save result to ret. The result container is pre-allocated wit...</div><div class="ttdef"><b>Definition:</b> operator_util.h:173</div></div> |
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