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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> </div> |
| <div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#ifndef MXNET_OPERATOR_UTIL_H_</span></div> |
| <div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor"></span><span class="preprocessor">#define MXNET_OPERATOR_UTIL_H_</span></div> |
| <div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#ifdef _MSC_VER</span></div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor"></span><span class="preprocessor">#pragma warning(disable:4503) // disable warning: decorated name length exceeded.</span></div> |
| <div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor"></span><span class="preprocessor">#endif</span></div> |
| <div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include <dmlc/registry.h></span></div> |
| <div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#include <dmlc/parameter.h></span></div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor">#include <map></span></div> |
| <div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#include <vector></span></div> |
| <div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="preprocessor">#include <string></span></div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="preprocessor">#include <utility></span></div> |
| <div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "<a class="code" href="base_8h.html">./base.h</a>"</span></div> |
| <div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "<a class="code" href="operator_8h.html">./operator.h</a>"</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">#if DMLC_USE_CXX11</span></div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor"></span><span class="preprocessor">#include <functional></span></div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#endif</span></div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="keyword">namespace </span>mxnet {</div> |
| <div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html"> 33</a></span> <span class="keyword">namespace </span>op {</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1GradFunctionArgument.html"> 35</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="l00037"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1GradFunctionArgument.html#ab9214ef3cfcf53b375a2e8f716e66929"> 37</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="l00038"></a><span class="lineno"> 38</span> };</div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div> |
| <div class="line"><a name="l00041"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1Input0.html"> 41</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="l00043"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1Input1.html"> 43</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="l00044"></a><span class="lineno"> 44</span> </div> |
| <div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1OutputValue.html"> 46</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="l00048"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1OutputGrad.html"> 48</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="l00049"></a><span class="lineno"> 49</span> </div> |
| <div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html"> 54</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="l00056"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a74dfe03602a990b6552c8f7a01b2ecb5"> 56</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="l00058"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a9dc6ddeef01eb50bc77517bec1195d5d"> 58</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="l00060"></a><span class="lineno"><a class="line" href="structmxnet_1_1op_1_1EnvArguments.html#a6b62df4767fd50d6a1fd9ebd44193bef"> 60</a></span>  std::vector<Resource> <a class="code" href="structmxnet_1_1op_1_1EnvArguments.html#a6b62df4767fd50d6a1fd9ebd44193bef">resource</a>;</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span> };</div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div> |
| <div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a8dc66fcca4ca52343570931503fca2c3"> 71</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a8dc66fcca4ca52343570931503fca2c3">SourceFunction</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="l00072"></a><span class="lineno"> 72</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret,</div> |
| <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div> |
| <div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#af71f289b0df41398bcbac75d37435a07"> 81</a></span> <span class="keyword">typedef</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#af71f289b0df41398bcbac75d37435a07">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="l00082"></a><span class="lineno"> 82</span> </div> |
| <div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#af5075d1f55b857402d9b9da07c164f11"> 92</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#af5075d1f55b857402d9b9da07c164f11">UnaryFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& src,</div> |
| <div class="line"><a name="l00093"></a><span class="lineno"> 93</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="l00094"></a><span class="lineno"> 94</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret,</div> |
| <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ab004eaba5bbfd4a05d7ddeb54ce1c311"> 103</a></span> <span class="keyword">typedef</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#ab004eaba5bbfd4a05d7ddeb54ce1c311">UnaryShapeFunction</a>)(<span class="keyword">const</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>& src,</div> |
| <div class="line"><a name="l00104"></a><span class="lineno"> 104</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="l00105"></a><span class="lineno"> 105</span> </div> |
| <div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a5e30ef3bfc75cf4b111af7b1c74dab1b"> 114</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a5e30ef3bfc75cf4b111af7b1c74dab1b">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="l00115"></a><span class="lineno"> 115</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="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a362db0d0023a59204d018c32458ae4e3"> 128</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a362db0d0023a59204d018c32458ae4e3">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="l00129"></a><span class="lineno"> 129</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="l00130"></a><span class="lineno"> 130</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="l00131"></a><span class="lineno"> 131</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00143"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a6b53969567339c4b97a8e0da51580c11"> 143</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a6b53969567339c4b97a8e0da51580c11">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="l00144"></a><span class="lineno"> 144</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="l00145"></a><span class="lineno"> 145</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="l00146"></a><span class="lineno"> 146</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* in_grad,</div> |
| <div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00159"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a97e7c6f5bbc6cdf02d443df6a36167e0"> 159</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a97e7c6f5bbc6cdf02d443df6a36167e0">BinaryFunction</a>)(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& lhs,</div> |
| <div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keyword">const</span> <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>& rhs,</div> |
| <div class="line"><a name="l00161"></a><span class="lineno"> 161</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="l00162"></a><span class="lineno"> 162</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* ret,</div> |
| <div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req,</div> |
| <div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00165"></a><span class="lineno"> 165</span> </div> |
| <div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a05df0e7fd54e37144430654f8c200db5"> 173</a></span> <span class="keyword">typedef</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> (*<a class="code" href="namespacemxnet_1_1op.html#a05df0e7fd54e37144430654f8c200db5">BinaryShapeFunction</a>)(<span class="keyword">const</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>& lhs,</div> |
| <div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="keyword">const</span> <a class="code" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</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="l00187"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ad1ec651ba6eee751c85b957df8972fc3"> 187</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#ad1ec651ba6eee751c85b957df8972fc3">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="l00188"></a><span class="lineno"> 188</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="l00189"></a><span class="lineno"> 189</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* lhs_grad,</div> |
| <div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* rhs_grad,</div> |
| <div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad,</div> |
| <div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad,</div> |
| <div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00206"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a2ed3ee83974ac57efd4b251a85dca849"> 206</a></span> <span class="keyword">typedef</span> void (*<a class="code" href="namespacemxnet_1_1op.html#a2ed3ee83974ac57efd4b251a85dca849">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="l00207"></a><span class="lineno"> 207</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="l00208"></a><span class="lineno"> 208</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="l00209"></a><span class="lineno"> 209</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="l00210"></a><span class="lineno"> 210</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* lhs_grad,</div> |
| <div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <a class="code" href="classmxnet_1_1TBlob.html">TBlob</a>* rhs_grad,</div> |
| <div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad,</div> |
| <div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <a class="code" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad,</div> |
| <div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <a class="code" href="structmxnet_1_1RunContext.html">RunContext</a> ctx);</div> |
| <div class="line"><a name="l00215"></a><span class="lineno"> 215</span> </div> |
| <div class="line"><a name="l00217"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da"> 217</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> {</div> |
| <div class="line"><a name="l00219"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2"> 219</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2">kNoInplace</a>,</div> |
| <div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde"> 221</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde">kInplaceInOut</a>,</div> |
| <div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80"> 223</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80">kInplaceOutIn</a>,</div> |
| <div class="line"><a name="l00225"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18"> 225</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18">kInplaceLhsOut</a>,</div> |
| <div class="line"><a name="l00227"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4"> 227</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4">kInplaceOutLhs</a></div> |
| <div class="line"><a name="l00228"></a><span class="lineno"> 228</span> };</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#ae7310844fa858f1ec6b6428dd6977a13"> 231</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">SimpleOpScalarOption</a> {</div> |
| <div class="line"><a name="l00232"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a"> 232</a></span>  <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a">kScalarBeforeArray</a>,</div> |
| <div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7"> 233</a></span>  <a class="code" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">kArrayBeforeScalar</a></div> |
| <div class="line"><a name="l00234"></a><span class="lineno"> 234</span> };</div> |
| <div class="line"><a name="l00235"></a><span class="lineno"> 235</span> </div> |
| <div class="line"><a name="l00237"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268"> 237</a></span> <span class="keyword">enum</span> <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> {</div> |
| <div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b"> 238</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b">kNotRegisterSymbolic</a>,</div> |
| <div class="line"><a name="l00239"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1"> 239</a></span>  <a class="code" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a></div> |
| <div class="line"><a name="l00240"></a><span class="lineno"> 240</span> };</div> |
| <div class="line"><a name="l00241"></a><span class="lineno"> 241</span> </div> |
| <div class="line"><a name="l00243"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html"> 243</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="l00244"></a><span class="lineno"> 244</span>  <span class="keyword">public</span>:</div> |
| <div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#ac2fd6ca9171b44a1ab131430cc5866a3"> 246</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="l00248"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a02c180f08b215e9553d3c93fa783f9a4"> 248</a></span>  std::string <a class="code" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a02c180f08b215e9553d3c93fa783f9a4">name</a>;</div> |
| <div class="line"><a name="l00255"></a><span class="lineno"> 255</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="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#a0725f1b670044149a088355ffeb6977f">set_enable_scalar</a>(</div> |
| <div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <span class="keywordtype">bool</span> enable_scalar,</div> |
| <div class="line"><a name="l00265"></a><span class="lineno"> 265</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="l00272"></a><span class="lineno"> 272</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="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#af67ac155e01e797e7f633789453fb5f3">set_resource_request</a>(</div> |
| <div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="keyword">const</span> std::vector<ResourceRequest>& reqs) = 0;</div> |
| <div class="line"><a name="l00287"></a><span class="lineno"> 287</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="l00292"></a><span class="lineno"> 292</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#af71f289b0df41398bcbac75d37435a07">SourceShapeFunction</a> fshapeinfer) = 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#ab004eaba5bbfd4a05d7ddeb54ce1c311">UnaryShapeFunction</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#a05df0e7fd54e37144430654f8c200db5">BinaryShapeFunction</a> fshapeinfer) = 0;</div> |
| <div class="line"><a name="l00311"></a><span class="lineno"> 311</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>(</div> |
| <div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  <a class="code" href="namespacemxnet_1_1op.html#a8dc66fcca4ca52343570931503fca2c3">SourceFunction</a> fsource,</div> |
| <div class="line"><a name="l00314"></a><span class="lineno"> 314</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="l00322"></a><span class="lineno"> 322</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>(</div> |
| <div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <a class="code" href="namespacemxnet_1_1op.html#af5075d1f55b857402d9b9da07c164f11">UnaryFunction</a> funary,</div> |
| <div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_in_out,</div> |
| <div class="line"><a name="l00326"></a><span class="lineno"> 326</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="l00334"></a><span class="lineno"> 334</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>(</div> |
| <div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <span class="keywordtype">int</span> dev_mask,</div> |
| <div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  <a class="code" href="namespacemxnet_1_1op.html#a97e7c6f5bbc6cdf02d443df6a36167e0">BinaryFunction</a> fbinary,</div> |
| <div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_lhs_out,</div> |
| <div class="line"><a name="l00338"></a><span class="lineno"> 338</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="l00345"></a><span class="lineno"> 345</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="l00346"></a><span class="lineno"> 346</span>  <a class="code" href="namespacemxnet_1_1op.html#a5e30ef3bfc75cf4b111af7b1c74dab1b">UnaryGradFunctionT0</a> fgrad,</div> |
| <div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00354"></a><span class="lineno"> 354</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="l00355"></a><span class="lineno"> 355</span>  <a class="code" href="namespacemxnet_1_1op.html#a362db0d0023a59204d018c32458ae4e3">UnaryGradFunctionT1</a> fgrad,</div> |
| <div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00363"></a><span class="lineno"> 363</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="l00364"></a><span class="lineno"> 364</span>  <a class="code" href="namespacemxnet_1_1op.html#a6b53969567339c4b97a8e0da51580c11">UnaryGradFunctionT2</a> fgrad,</div> |
| <div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_in_grad) = 0;</div> |
| <div class="line"><a name="l00372"></a><span class="lineno"> 372</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="l00373"></a><span class="lineno"> 373</span>  <a class="code" href="namespacemxnet_1_1op.html#ad1ec651ba6eee751c85b957df8972fc3">BinaryGradFunctionT0</a> fgrad,</div> |
| <div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_lhs_grad) = 0;</div> |
| <div class="line"><a name="l00381"></a><span class="lineno"> 381</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="l00382"></a><span class="lineno"> 382</span>  <a class="code" href="namespacemxnet_1_1op.html#a2ed3ee83974ac57efd4b251a85dca849">BinaryGradFunctionT1</a> fgrad,</div> |
| <div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <a class="code" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> inplace_out_lhs_grad) = 0;</div> |
| <div class="line"><a name="l00389"></a><span class="lineno"> 389</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="l00396"></a><span class="lineno"> 396</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="l00398"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#a94815080350681ad70e7815da1bc0eae"> 398</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="l00399"></a><span class="lineno"> 399</span> };</div> |
| <div class="line"><a name="l00400"></a><span class="lineno"> 400</span> </div> |
| <div class="line"><a name="l00402"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegistry.html"> 402</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="l00403"></a><span class="lineno"> 403</span>  <span class="keyword">public</span>:</div> |
| <div class="line"><a name="l00409"></a><span class="lineno"> 409</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="l00415"></a><span class="lineno"><a class="line" href="classmxnet_1_1op_1_1SimpleOpRegistry.html#a8ee596c99eef39fbbfffca181bf7f26e"> 415</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="l00416"></a><span class="lineno"> 416</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="l00417"></a><span class="lineno"> 417</span>  }</div> |
| <div class="line"><a name="l00419"></a><span class="lineno"> 419</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="l00420"></a><span class="lineno"> 420</span> </div> |
| <div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  <span class="keyword">private</span>:</div> |
| <div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  <span class="comment">// destructor</span></div> |
| <div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  ~<a class="code" href="classmxnet_1_1op_1_1SimpleOpRegistry.html">SimpleOpRegistry</a>();</div> |
| <div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  std::map<std::string, SimpleOpRegEntry*> fmap_;</div> |
| <div class="line"><a name="l00426"></a><span class="lineno"> 426</span> };</div> |
| <div class="line"><a name="l00427"></a><span class="lineno"> 427</span> </div> |
| <div class="line"><a name="l00436"></a><span class="lineno"><a class="line" href="operator__util_8h.html#a0e0ffc581a0c4a40815110163625b517"> 436</a></span> <span class="preprocessor">#define ASSIGN_DISPATCH(out, req, exp) \</span></div> |
| <div class="line"><a name="l00437"></a><span class="lineno"> 437</span> <span class="preprocessor"> { \</span></div> |
| <div class="line"><a name="l00438"></a><span class="lineno"> 438</span> <span class="preprocessor"> switch (req) { \</span></div> |
| <div class="line"><a name="l00439"></a><span class="lineno"> 439</span> <span class="preprocessor"> case kNullOp: \</span></div> |
| <div class="line"><a name="l00440"></a><span class="lineno"> 440</span> <span class="preprocessor"> break; \</span></div> |
| <div class="line"><a name="l00441"></a><span class="lineno"> 441</span> <span class="preprocessor"> case kWriteTo: \</span></div> |
| <div class="line"><a name="l00442"></a><span class="lineno"> 442</span> <span class="preprocessor"> case kWriteInplace: \</span></div> |
| <div class="line"><a name="l00443"></a><span class="lineno"> 443</span> <span class="preprocessor"> (out) = (exp); \</span></div> |
| <div class="line"><a name="l00444"></a><span class="lineno"> 444</span> <span class="preprocessor"> break; \</span></div> |
| <div class="line"><a name="l00445"></a><span class="lineno"> 445</span> <span class="preprocessor"> case kAddTo: \</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"> default: \</span></div> |
| <div class="line"><a name="l00449"></a><span class="lineno"> 449</span> <span class="preprocessor"> LOG(FATAL) << "not reached"; \</span></div> |
| <div class="line"><a name="l00450"></a><span class="lineno"> 450</span> <span class="preprocessor"> } \</span></div> |
| <div class="line"><a name="l00451"></a><span class="lineno"> 451</span> <span class="preprocessor"> }</span></div> |
| <div class="line"><a name="l00452"></a><span class="lineno"> 452</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00456"></a><span class="lineno"><a class="line" href="operator__util_8h.html#ad815e6121771b9c0e292674c7b966f22"> 456</a></span> <span class="preprocessor">#define MXNET_SPECIAL_MAX_NDIM 5</span></div> |
| <div class="line"><a name="l00457"></a><span class="lineno"> 457</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00458"></a><span class="lineno"> 458</span> </div> |
| <div class="line"><a name="l00459"></a><span class="lineno"> 459</span> <span class="comment">//--------------------------------------------------------------</span></div> |
| <div class="line"><a name="l00460"></a><span class="lineno"> 460</span> <span class="comment">// The following part are API Registration of Simple Operators</span></div> |
| <div class="line"><a name="l00461"></a><span class="lineno"> 461</span> <span class="comment">//--------------------------------------------------------------</span></div> |
| <div class="line"><a name="l00479"></a><span class="lineno"><a class="line" href="operator__util_8h.html#a7c62fb645da1e054596c58315aeadc2c"> 479</a></span> <span class="comment"></span><span class="preprocessor">#define MXNET_REGISTER_SIMPLE_OP(Name, DEV) \</span></div> |
| <div class="line"><a name="l00480"></a><span class="lineno"> 480</span> <span class="preprocessor"> static ::mxnet::op::SimpleOpRegEntry & \</span></div> |
| <div class="line"><a name="l00481"></a><span class="lineno"> 481</span> <span class="preprocessor"> __make_ ## SimpleOpRegEntry ## _ ## Name ## __ ## DEV ##__ = \</span></div> |
| <div class="line"><a name="l00482"></a><span class="lineno"> 482</span> <span class="preprocessor"> ::mxnet::op::SimpleOpRegistry::Get()->__REGISTER_OR_FIND__(#Name)</span></div> |
| <div class="line"><a name="l00483"></a><span class="lineno"> 483</span> <span class="preprocessor"></span></div> |
| <div class="line"><a name="l00484"></a><span class="lineno"> 484</span> } <span class="comment">// namespace op</span></div> |
| <div class="line"><a name="l00485"></a><span class="lineno"> 485</span> } <span class="comment">// namespace mxnet</span></div> |
| <div class="line"><a name="l00486"></a><span class="lineno"> 486</span> <span class="preprocessor">#endif // MXNET_OPERATOR_UTIL_H_</span></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1"><div class="ttname"><a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">mxnet::op::kRegisterSymbolic</a></div><div class="ttdef"><b>Definition:</b> operator_util.h:239</div></div> |
| <div class="ttc" id="structmxnet_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:48</div></div> |
| <div class="ttc" id="classmxnet_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="namespacemxnet_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:237</div></div> |
| <div class="ttc" id="classmxnet_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="namespacemxnet_1_1op_html_ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7"><div class="ttname"><a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">mxnet::op::kArrayBeforeScalar</a></div><div class="ttdef"><b>Definition:</b> operator_util.h:233</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a05df0e7fd54e37144430654f8c200db5"><div class="ttname"><a href="namespacemxnet_1_1op.html#a05df0e7fd54e37144430654f8c200db5">mxnet::op::BinaryShapeFunction</a></div><div class="ttdeci">TShape(* BinaryShapeFunction)(const TShape &lhs, const 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:173</div></div> |
| <div class="ttc" id="classmxnet_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. Default: this is set to false </div></div> |
| <div class="ttc" id="classmxnet_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="classmxnet_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="namespacemxnet_1_1op_html_a362db0d0023a59204d018c32458ae4e3"><div class="ttname"><a href="namespacemxnet_1_1op.html#a362db0d0023a59204d018c32458ae4e3">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:128</div></div> |
| <div class="ttc" id="classmxnet_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:402</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:18</div></div> |
| <div class="ttc" id="namespacemxnet_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:109</div></div> |
| <div class="ttc" id="namespacemxnet_html_a6e14bb5f6ffc81892feca8d1da658687"><div class="ttname"><a href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">mxnet::TShape</a></div><div class="ttdeci">nnvm::TShape TShape</div><div class="ttdoc">Shape data structure used to record shape information. </div><div class="ttdef"><b>Definition:</b> base.h:111</div></div> |
| <div class="ttc" id="classmxnet_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:248</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde">mxnet::op::kInplaceInOut</a></div><div class="ttdoc">in unary forward, allow inplace in with out </div><div class="ttdef"><b>Definition:</b> operator_util.h:221</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a6b53969567339c4b97a8e0da51580c11"><div class="ttname"><a href="namespacemxnet_1_1op.html#a6b53969567339c4b97a8e0da51580c11">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:143</div></div> |
| <div class="ttc" id="structmxnet_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:213</div></div> |
| <div class="ttc" id="structmxnet_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:56</div></div> |
| <div class="ttc" id="classmxnet_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:415</div></div> |
| <div class="ttc" id="classmxnet_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:398</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_af71f289b0df41398bcbac75d37435a07"><div class="ttname"><a href="namespacemxnet_1_1op.html#af71f289b0df41398bcbac75d37435a07">mxnet::op::SourceShapeFunction</a></div><div class="ttdeci">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:81</div></div> |
| <div class="ttc" id="classmxnet_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:243</div></div> |
| <div class="ttc" id="operator_8h_html"><div class="ttname"><a href="operator_8h.html">operator.h</a></div><div class="ttdoc">Operator interface of mxnet. </div></div> |
| <div class="ttc" id="classmxnet_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="structmxnet_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:43</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_ab004eaba5bbfd4a05d7ddeb54ce1c311"><div class="ttname"><a href="namespacemxnet_1_1op.html#ab004eaba5bbfd4a05d7ddeb54ce1c311">mxnet::op::UnaryShapeFunction</a></div><div class="ttdeci">TShape(* UnaryShapeFunction)(const 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:103</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80">mxnet::op::kInplaceOutIn</a></div><div class="ttdoc">in unary backward, allow inplace out_grad with in_grad </div><div class="ttdef"><b>Definition:</b> operator_util.h:223</div></div> |
| <div class="ttc" id="classmxnet_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="structmxnet_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:35</div></div> |
| <div class="ttc" id="structmxnet_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:37</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2">mxnet::op::kNoInplace</a></div><div class="ttdoc">do not allow inplace in arguments </div><div class="ttdef"><b>Definition:</b> operator_util.h:219</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_af5075d1f55b857402d9b9da07c164f11"><div class="ttname"><a href="namespacemxnet_1_1op.html#af5075d1f55b857402d9b9da07c164f11">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:92</div></div> |
| <div class="ttc" id="namespacemxnet_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:217</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a5e30ef3bfc75cf4b111af7b1c74dab1b"><div class="ttname"><a href="namespacemxnet_1_1op.html#a5e30ef3bfc75cf4b111af7b1c74dab1b">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:114</div></div> |
| <div class="ttc" id="classmxnet_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="namespacemxnet_1_1op_html_ad1ec651ba6eee751c85b957df8972fc3"><div class="ttname"><a href="namespacemxnet_1_1op.html#ad1ec651ba6eee751c85b957df8972fc3">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. We support total gradient as a whole to make it easy to combine a few ops. </div><div class="ttdef"><b>Definition:</b> operator_util.h:187</div></div> |
| <div class="ttc" id="classmxnet_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="namespacemxnet_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> operator.h:24</div></div> |
| <div class="ttc" id="structmxnet_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:54</div></div> |
| <div class="ttc" id="structmxnet_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:46</div></div> |
| <div class="ttc" id="namespacemxnet_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:231</div></div> |
| <div class="ttc" id="base_8h_html"><div class="ttname"><a href="base_8h.html">base.h</a></div><div class="ttdoc">configuation of mxnet as well as basic data structure. </div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a97e7c6f5bbc6cdf02d443df6a36167e0"><div class="ttname"><a href="namespacemxnet_1_1op.html#a97e7c6f5bbc6cdf02d443df6a36167e0">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:159</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a2ed3ee83974ac57efd4b251a85dca849"><div class="ttname"><a href="namespacemxnet_1_1op.html#a2ed3ee83974ac57efd4b251a85dca849">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:206</div></div> |
| <div class="ttc" id="structmxnet_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:41</div></div> |
| <div class="ttc" id="structmxnet_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:58</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a"><div class="ttname"><a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a">mxnet::op::kScalarBeforeArray</a></div><div class="ttdef"><b>Definition:</b> operator_util.h:232</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b"><div class="ttname"><a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b">mxnet::op::kNotRegisterSymbolic</a></div><div class="ttdef"><b>Definition:</b> operator_util.h:238</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18">mxnet::op::kInplaceLhsOut</a></div><div class="ttdoc">in binary forward, allow inplace left operand with out </div><div class="ttdef"><b>Definition:</b> operator_util.h:225</div></div> |
| <div class="ttc" id="namespacemxnet_1_1op_html_a8dc66fcca4ca52343570931503fca2c3"><div class="ttname"><a href="namespacemxnet_1_1op.html#a8dc66fcca4ca52343570931503fca2c3">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:71</div></div> |
| <div class="ttc" id="classmxnet_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="namespacemxnet_1_1op_html_a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4"><div class="ttname"><a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4">mxnet::op::kInplaceOutLhs</a></div><div class="ttdoc">in binary backward, allow inplace out_grad with lhs_grad </div><div class="ttdef"><b>Definition:</b> operator_util.h:227</div></div> |
| <div class="ttc" id="classmxnet_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="structmxnet_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:60</div></div> |
| <div class="ttc" id="classmxnet_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:246</div></div> |
| <div class="ttc" id="classmxnet_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:40</div></div> |
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