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| <a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * or more contributor license agreements. See the NOTICE file</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * distributed with this work for additional information</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * regarding copyright ownership. The ASF licenses this file</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * to you under the Apache License, Version 2.0 (the</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * "License"); you may not use this file except in compliance</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * with the License. You may obtain a copy of the License at</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> *</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * http://www.apache.org/licenses/LICENSE-2.0</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> *</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * Unless required by applicable law or agreed to in writing,</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * software distributed under the License is distributed on an</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * KIND, either express or implied. See the License for the</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * specific language governing permissions and limitations</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * under the License.</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> */</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#ifndef NNVM_NODE_H_</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#define NNVM_NODE_H_</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include <memory></span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <unordered_map></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h.html">base.h</a>"</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include "<a class="code" href="op_8h.html">op.h</a>"</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h.html">c_api.h</a>"</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="keyword">namespace </span><a class="code" href="namespacennvm.html">nnvm</a> {</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment">// Forward declare node.</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">class </span>Node;</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="keyword">class </span>Symbol;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> </div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92"> 48</a></span> <span class="keyword">using</span> <a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> = std::shared_ptr<Node>;</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html"> 51</a></span> <span class="keyword">struct </span><a class="code" href="structnnvm_1_1NodeEntry.html">NodeEntry</a> {</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#ada672e1520eb93e2475149acacee694b"> 52</a></span>  <a class="code" href="structnnvm_1_1NodeEntry.html#ada672e1520eb93e2475149acacee694b">NodeEntry</a>(<a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> <a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>, uint32_t <a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>, uint32_t <a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>):</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  node(<a class="code" href="namespacestd.html">std</a>::move(node)),</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  index(index),</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  version(version)</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="l00058"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#ae70bc51a7b4db88d475452f9e3ccb6bb"> 58</a></span>  <span class="keyword">explicit</span> <a class="code" href="structnnvm_1_1NodeEntry.html#ae70bc51a7b4db88d475452f9e3ccb6bb">NodeEntry</a>(<a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> <a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>):</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  node(<a class="code" href="namespacestd.html">std</a>::move(node)),</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>(),</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>()</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {}</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#a842c140893e85b5c53b21179f0be0636"> 68</a></span>  <a class="code" href="structnnvm_1_1NodeEntry.html#a842c140893e85b5c53b21179f0be0636">NodeEntry</a>():</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>(nullptr),</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>(),</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>()</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  {}</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f"> 75</a></span>  <a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> <a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8"> 77</a></span>  uint32_t <a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>;</div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6"> 84</a></span>  uint32_t <a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> };</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> </div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntryHash.html"> 91</a></span> <span class="keyword">struct </span><a class="code" href="structnnvm_1_1NodeEntryHash.html">NodeEntryHash</a> {</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntryHash.html#ac3912abd57c7cb8f66818004ffe2e03f"> 92</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="structnnvm_1_1NodeEntryHash.html#ac3912abd57c7cb8f66818004ffe2e03f">operator()</a>(<span class="keyword">const</span> <a class="code" href="structnnvm_1_1NodeEntry.html">NodeEntry</a>& e)<span class="keyword"> const </span>{</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">return</span> std::hash<Node*>()(e.<a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>.get()) ^</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  (std::hash<size_t>()(e.<a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>) << 1 >> 1) ^</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  (std::hash<size_t>()(e.<a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>) << 1);</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  }</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> };</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> </div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntryEqual.html"> 103</a></span> <span class="keyword">struct </span><a class="code" href="structnnvm_1_1NodeEntryEqual.html">NodeEntryEqual</a> {</div><div class="line"><a name="l00104"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeEntryEqual.html#a9706544fa3a55e7ffebad721f0699d0c"> 104</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="structnnvm_1_1NodeEntryEqual.html#a9706544fa3a55e7ffebad721f0699d0c">operator()</a>(<span class="keyword">const</span> <a class="code" href="structnnvm_1_1NodeEntry.html">NodeEntry</a>& a, <span class="keyword">const</span> <a class="code" href="structnnvm_1_1NodeEntry.html">NodeEntry</a>& b)<span class="keyword"> const </span>{</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordflow">return</span> (a.<a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>.get() == b.<a class="code" href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">node</a>.get()) &&</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  (a.<a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a> == b.<a class="code" href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">index</a>) &&</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  (a.<a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a> == b.<a class="code" href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">version</a>);</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  }</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> };</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="keyword">template</span><<span class="keyword">typename</span> ValueType></div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="namespacennvm.html#a90679a7e880dbf3f009d8d5bfc99c8d4"> 113</a></span> <span class="keyword">using</span> <a class="code" href="namespacennvm.html#a90679a7e880dbf3f009d8d5bfc99c8d4">NodeEntryMap</a> = std::unordered_map<NodeEntry, ValueType, NodeEntryHash, NodeEntryEqual>;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html"> 119</a></span> <span class="keyword">struct </span><a class="code" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a> {</div><div class="line"><a name="l00124"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html#a3ac836e9058e02f4f365a7b95bf995a6"> 124</a></span>  <span class="keyword">const</span> <a class="code" href="classnnvm_1_1Op.html">Op</a> *op{<span class="keyword">nullptr</span>};</div><div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html#a111a35e13d9fb30297d4e035aa0b4f8a"> 126</a></span>  std::string <a class="code" href="structnnvm_1_1NodeAttrs.html#a111a35e13d9fb30297d4e035aa0b4f8a">name</a>;</div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html#a22a1008c2173955faae99d5758f7cfa7"> 128</a></span>  std::unordered_map<std::string, std::string> <a class="code" href="structnnvm_1_1NodeAttrs.html#a22a1008c2173955faae99d5758f7cfa7">dict</a>;</div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html#aa067f5a2ca0b7bbd69759ebb7efb6084"> 134</a></span>  any <a class="code" href="structnnvm_1_1NodeAttrs.html#aa067f5a2ca0b7bbd69759ebb7efb6084">parsed</a>;</div><div class="line"><a name="l00149"></a><span class="lineno"><a class="line" href="structnnvm_1_1NodeAttrs.html#a5255bdfab3c2fcc268e6e39e59904648"> 149</a></span>  std::vector<std::shared_ptr<Symbol> > <a class="code" href="structnnvm_1_1NodeAttrs.html#a5255bdfab3c2fcc268e6e39e59904648">subgraphs</a>;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> };</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> </div><div class="line"><a name="l00155"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html"> 155</a></span> <span class="keyword">class </span><a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h.html#a528178e3caf0ffc542b9f12a50c1c7b0">NNVM_DLL</a> <a class="code" href="classnnvm_1_1Node.html">Node</a> {</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <a class="code" href="classnnvm_1_1Node.html">Node</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00158"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a1943fabebfd58b0de3f7aa641c46d529"> 158</a></span>  <a class="code" href="classnnvm_1_1Node.html#a1943fabebfd58b0de3f7aa641c46d529">Node</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Op.html">Op</a>* op, <span class="keyword">const</span> std::string& name) {</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  this->attrs.op = op;</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  this->attrs.<a class="code" href="classnnvm_1_1Op.html#af67a5d6998765023aeed6761df292b6c">name</a> = name;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  }</div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a9c029a44eadefe48b2e5630e77eb7de1"> 163</a></span>  <a class="code" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a> <a class="code" href="classnnvm_1_1Node.html#a9c029a44eadefe48b2e5630e77eb7de1">attrs</a>;</div><div class="line"><a name="l00165"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a1be3a2e4759dc6239332cb9657c5c11d"> 165</a></span>  std::vector<NodeEntry> <a class="code" href="classnnvm_1_1Node.html#a1be3a2e4759dc6239332cb9657c5c11d">inputs</a>;</div><div class="line"><a name="l00170"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a1e6f4bd01bb3bd688ce441144989b438"> 170</a></span>  std::vector<ObjectPtr> <a class="code" href="classnnvm_1_1Node.html#a1e6f4bd01bb3bd688ce441144989b438">control_deps</a>;</div><div class="line"><a name="l00172"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a7a4239e82c7a4163edfad83e9533fc1a"> 172</a></span>  any <a class="code" href="classnnvm_1_1Node.html#a7a4239e82c7a4163edfad83e9533fc1a">info</a>;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  ~<a class="code" href="classnnvm_1_1Node.html">Node</a>();</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <span class="keyword">inline</span> <span class="keyword">const</span> <a class="code" href="classnnvm_1_1Op.html">Op</a>* op() <span class="keyword">const</span>;</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> is_variable() <span class="keyword">const</span>;</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="keyword">inline</span> uint32_t num_outputs() <span class="keyword">const</span>;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="keyword">inline</span> uint32_t num_inputs() <span class="keyword">const</span>;</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keyword">template</span><<span class="keyword">class </span>...Args></div><div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a34f87ad11156f6f6e612f39fe2f5dd25"> 192</a></span>  <span class="keyword">static</span> <a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> <a class="code" href="classnnvm_1_1Node.html#a34f87ad11156f6f6e612f39fe2f5dd25">Create</a>(Args&&... args) {</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">return</span> std::make_shared<Node>(std::forward<Args>(args)...);</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> };</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> </div><div class="line"><a name="l00205"></a><span class="lineno"><a class="line" href="namespacennvm.html#a507b0c46e364695405ca24b6010ed6b9"> 205</a></span> <span class="keyword">inline</span> <a class="code" href="structnnvm_1_1NodeEntry.html">NodeEntry</a> <a class="code" href="namespacennvm.html#a507b0c46e364695405ca24b6010ed6b9">MakeNode</a>(</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* op_name,</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  std::string node_name,</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  std::vector<NodeEntry> inputs,</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  std::unordered_map<std::string, std::string> attrs =</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  std::unordered_map<std::string, std::string>()) {</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <a class="code" href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">ObjectPtr</a> p = <a class="code" href="classnnvm_1_1Node.html#a34f87ad11156f6f6e612f39fe2f5dd25">Node::Create</a>();</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  p->attrs.op = <a class="code" href="classnnvm_1_1Op.html#a47a2e6f4e2607cd4dd815b53809b14a3">nnvm::Op::Get</a>(op_name);</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  p->attrs.name = std::move(node_name);</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  p->attrs.dict = attrs;</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">if</span> (p->attrs.op->attr_parser) {</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  p->attrs.op->attr_parser(&(p->attrs));</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  }</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  p->inputs = std::move(inputs);</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keywordflow">return</span> <a class="code" href="structnnvm_1_1NodeEntry.html#a842c140893e85b5c53b21179f0be0636">NodeEntry</a>(p, 0, 0);</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> }</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> </div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> <span class="comment">// implementation of functions.</span></div><div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a801418bfe52712d56fb54cf8038882ee"> 223</a></span> <span class="keyword">inline</span> <span class="keyword">const</span> <a class="code" href="classnnvm_1_1Op.html">Op</a>* <a class="code" href="classnnvm_1_1Node.html#a801418bfe52712d56fb54cf8038882ee">Node::op</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <span class="keywordflow">return</span> this->attrs.op;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> }</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> </div><div class="line"><a name="l00227"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a7fb1b7742cc22d02929fa87a2324e19d"> 227</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Node.html#a7fb1b7742cc22d02929fa87a2324e19d">Node::is_variable</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="keywordflow">return</span> this->op() == <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> }</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> </div><div class="line"><a name="l00231"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a8a8614bcda9e60a4a89c8018e8cd3f9f"> 231</a></span> <span class="keyword">inline</span> uint32_t <a class="code" href="classnnvm_1_1Node.html#a8a8614bcda9e60a4a89c8018e8cd3f9f">Node::num_outputs</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <span class="keywordflow">if</span> (is_variable()) <span class="keywordflow">return</span> 1;</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <span class="keywordflow">if</span> (this->op()->get_num_outputs == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="keywordflow">return</span> this->op()->num_outputs;</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="keywordflow">return</span> this->op()->get_num_outputs(this->attrs);</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  }</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span> }</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> </div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="classnnvm_1_1Node.html#a58acc4fd42c8049da953e49ea11c0b63"> 240</a></span> <span class="keyword">inline</span> uint32_t <a class="code" href="classnnvm_1_1Node.html#a58acc4fd42c8049da953e49ea11c0b63">Node::num_inputs</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <span class="keywordflow">if</span> (is_variable()) <span class="keywordflow">return</span> 1;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  <span class="keywordflow">if</span> (this->op()->get_num_inputs == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <span class="keywordflow">return</span> this->op()->num_inputs;</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="keywordflow">return</span> this->op()->get_num_inputs(this->attrs);</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  }</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> }</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> </div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> } <span class="comment">// namespace nnvm</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> </div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> <span class="preprocessor">#endif // NNVM_NODE_H_</span></div><div class="ttc" id="structnnvm_1_1NodeEntry_html_afa6a0461be305acd503e0020845664d6"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#afa6a0461be305acd503e0020845664d6">nnvm::NodeEntry::version</a></div><div class="ttdeci">uint32_t version</div><div class="ttdoc">version of input Variable. This field can only be nonzero when this->node is a Variable node...</div><div class="ttdef"><b>Definition:</b> node.h:84</div></div> |
| <div class="ttc" id="namespacennvm_html"><div class="ttname"><a href="namespacennvm.html">nnvm</a></div><div class="ttdef"><b>Definition:</b> base.h:35</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntryEqual_html_a9706544fa3a55e7ffebad721f0699d0c"><div class="ttname"><a href="structnnvm_1_1NodeEntryEqual.html#a9706544fa3a55e7ffebad721f0699d0c">nnvm::NodeEntryEqual::operator()</a></div><div class="ttdeci">size_t operator()(const NodeEntry &a, const NodeEntry &b) const</div><div class="ttdef"><b>Definition:</b> node.h:104</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a1943fabebfd58b0de3f7aa641c46d529"><div class="ttname"><a href="classnnvm_1_1Node.html#a1943fabebfd58b0de3f7aa641c46d529">nnvm::Node::Node</a></div><div class="ttdeci">Node(const Op *op, const std::string &name)</div><div class="ttdef"><b>Definition:</b> node.h:158</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeAttrs_html"><div class="ttname"><a href="structnnvm_1_1NodeAttrs.html">nnvm::NodeAttrs</a></div><div class="ttdoc">The attributes of the current operation node. Usually are additional parameters like axis...</div><div class="ttdef"><b>Definition:</b> node.h:119</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntryEqual_html"><div class="ttname"><a href="structnnvm_1_1NodeEntryEqual.html">nnvm::NodeEntryEqual</a></div><div class="ttdoc">This lets you use a NodeEntry as a key in a unordered_map of the form unordered_map<NodeEntry, ValueType, NodeEntryHash, NodeEntryEqual> </div><div class="ttdef"><b>Definition:</b> node.h:103</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a7fb1b7742cc22d02929fa87a2324e19d"><div class="ttname"><a href="classnnvm_1_1Node.html#a7fb1b7742cc22d02929fa87a2324e19d">nnvm::Node::is_variable</a></div><div class="ttdeci">bool is_variable() const</div><div class="ttdoc">return whether node is placeholder variable. This is equivalent to op == nullptr </div><div class="ttdef"><b>Definition:</b> node.h:227</div></div> |
| <div class="ttc" id="namespacestd_html"><div class="ttname"><a href="namespacestd.html">std</a></div><div class="ttdef"><b>Definition:</b> optional.h:251</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html_ae438981d6f9d3a890e197d917b9e1a4f"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#ae438981d6f9d3a890e197d917b9e1a4f">nnvm::NodeEntry::node</a></div><div class="ttdeci">ObjectPtr node</div><div class="ttdoc">the source node of this data </div><div class="ttdef"><b>Definition:</b> node.h:75</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a1be3a2e4759dc6239332cb9657c5c11d"><div class="ttname"><a href="classnnvm_1_1Node.html#a1be3a2e4759dc6239332cb9657c5c11d">nnvm::Node::inputs</a></div><div class="ttdeci">std::vector< NodeEntry > inputs</div><div class="ttdoc">inputs to this node </div><div class="ttdef"><b>Definition:</b> node.h:165</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a1e6f4bd01bb3bd688ce441144989b438"><div class="ttname"><a href="classnnvm_1_1Node.html#a1e6f4bd01bb3bd688ce441144989b438">nnvm::Node::control_deps</a></div><div class="ttdeci">std::vector< ObjectPtr > control_deps</div><div class="ttdoc">Optional control flow dependencies Gives operation must be performed before this operation. </div><div class="ttdef"><b>Definition:</b> node.h:170</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a9c029a44eadefe48b2e5630e77eb7de1"><div class="ttname"><a href="classnnvm_1_1Node.html#a9c029a44eadefe48b2e5630e77eb7de1">nnvm::Node::attrs</a></div><div class="ttdeci">NodeAttrs attrs</div><div class="ttdoc">The attributes in the node. </div><div class="ttdef"><b>Definition:</b> node.h:163</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeAttrs_html_a5255bdfab3c2fcc268e6e39e59904648"><div class="ttname"><a href="structnnvm_1_1NodeAttrs.html#a5255bdfab3c2fcc268e6e39e59904648">nnvm::NodeAttrs::subgraphs</a></div><div class="ttdeci">std::vector< std::shared_ptr< Symbol > > subgraphs</div><div class="ttdoc">Some operators take graphs as input. These operators include control flow operators and high-order fu...</div><div class="ttdef"><b>Definition:</b> node.h:149</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a34f87ad11156f6f6e612f39fe2f5dd25"><div class="ttname"><a href="classnnvm_1_1Node.html#a34f87ad11156f6f6e612f39fe2f5dd25">nnvm::Node::Create</a></div><div class="ttdeci">static ObjectPtr Create(Args &&... args)</div><div class="ttdoc">create a new empty shared_ptr of Node. </div><div class="ttdef"><b>Definition:</b> node.h:192</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html"><div class="ttname"><a href="classnnvm_1_1Node.html">nnvm::Node</a></div><div class="ttdoc">Node represents an operation in a computation graph. </div><div class="ttdef"><b>Definition:</b> node.h:155</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeAttrs_html_aa067f5a2ca0b7bbd69759ebb7efb6084"><div class="ttname"><a href="structnnvm_1_1NodeAttrs.html#aa067f5a2ca0b7bbd69759ebb7efb6084">nnvm::NodeAttrs::parsed</a></div><div class="ttdeci">any parsed</div><div class="ttdoc">A parsed version of attributes, This is generated if OpProperty.attr_parser is registered. The object can be used to quickly access attributes. </div><div class="ttdef"><b>Definition:</b> node.h:134</div></div> |
| <div class="ttc" id="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h_html_a528178e3caf0ffc542b9f12a50c1c7b0"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h.html#a528178e3caf0ffc542b9f12a50c1c7b0">NNVM_DLL</a></div><div class="ttdeci">#define NNVM_DLL</div><div class="ttdoc">NNVM_DLL prefix for windows. </div><div class="ttdef"><b>Definition:</b> c_api.h:37</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a801418bfe52712d56fb54cf8038882ee"><div class="ttname"><a href="classnnvm_1_1Node.html#a801418bfe52712d56fb54cf8038882ee">nnvm::Node::op</a></div><div class="ttdeci">const Op * op() const</div><div class="ttdef"><b>Definition:</b> node.h:223</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntryHash_html"><div class="ttname"><a href="structnnvm_1_1NodeEntryHash.html">nnvm::NodeEntryHash</a></div><div class="ttdoc">This lets you use a NodeEntry as a key in a unordered_map of the form unordered_map<NodeEntry, ValueType, NodeEntryHash, NodeEntryEqual> </div><div class="ttdef"><b>Definition:</b> node.h:91</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntryHash_html_ac3912abd57c7cb8f66818004ffe2e03f"><div class="ttname"><a href="structnnvm_1_1NodeEntryHash.html#ac3912abd57c7cb8f66818004ffe2e03f">nnvm::NodeEntryHash::operator()</a></div><div class="ttdeci">size_t operator()(const NodeEntry &e) const</div><div class="ttdef"><b>Definition:</b> node.h:92</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html_ae70bc51a7b4db88d475452f9e3ccb6bb"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#ae70bc51a7b4db88d475452f9e3ccb6bb">nnvm::NodeEntry::NodeEntry</a></div><div class="ttdeci">NodeEntry(ObjectPtr node)</div><div class="ttdef"><b>Definition:</b> node.h:58</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeAttrs_html_a111a35e13d9fb30297d4e035aa0b4f8a"><div class="ttname"><a href="structnnvm_1_1NodeAttrs.html#a111a35e13d9fb30297d4e035aa0b4f8a">nnvm::NodeAttrs::name</a></div><div class="ttdeci">std::string name</div><div class="ttdoc">name of the node </div><div class="ttdef"><b>Definition:</b> node.h:126</div></div> |
| <div class="ttc" id="classnnvm_1_1Op_html_af67a5d6998765023aeed6761df292b6c"><div class="ttname"><a href="classnnvm_1_1Op.html#af67a5d6998765023aeed6761df292b6c">nnvm::Op::name</a></div><div class="ttdeci">std::string name</div><div class="ttdoc">name of the operator </div><div class="ttdef"><b>Definition:</b> op.h:106</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a8a8614bcda9e60a4a89c8018e8cd3f9f"><div class="ttname"><a href="classnnvm_1_1Node.html#a8a8614bcda9e60a4a89c8018e8cd3f9f">nnvm::Node::num_outputs</a></div><div class="ttdeci">uint32_t num_outputs() const</div><div class="ttdef"><b>Definition:</b> node.h:231</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html">nnvm::NodeEntry</a></div><div class="ttdoc">an entry that represents output data from a node </div><div class="ttdef"><b>Definition:</b> node.h:51</div></div> |
| <div class="ttc" id="namespacennvm_html_a90679a7e880dbf3f009d8d5bfc99c8d4"><div class="ttname"><a href="namespacennvm.html#a90679a7e880dbf3f009d8d5bfc99c8d4">nnvm::NodeEntryMap</a></div><div class="ttdeci">std::unordered_map< NodeEntry, ValueType, NodeEntryHash, NodeEntryEqual > NodeEntryMap</div><div class="ttdef"><b>Definition:</b> node.h:113</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html_a842c140893e85b5c53b21179f0be0636"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#a842c140893e85b5c53b21179f0be0636">nnvm::NodeEntry::NodeEntry</a></div><div class="ttdeci">NodeEntry()</div><div class="ttdef"><b>Definition:</b> node.h:68</div></div> |
| <div class="ttc" id="namespacennvm_html_a507b0c46e364695405ca24b6010ed6b9"><div class="ttname"><a href="namespacennvm.html#a507b0c46e364695405ca24b6010ed6b9">nnvm::MakeNode</a></div><div class="ttdeci">NodeEntry MakeNode(const char *op_name, std::string node_name, std::vector< NodeEntry > inputs, std::unordered_map< std::string, std::string > attrs=std::unordered_map< std::string, std::string >())</div><div class="ttdoc">Quick utilities make node. </div><div class="ttdef"><b>Definition:</b> node.h:205</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeAttrs_html_a22a1008c2173955faae99d5758f7cfa7"><div class="ttname"><a href="structnnvm_1_1NodeAttrs.html#a22a1008c2173955faae99d5758f7cfa7">nnvm::NodeAttrs::dict</a></div><div class="ttdeci">std::unordered_map< std::string, std::string > dict</div><div class="ttdoc">The dictionary representation of attributes. </div><div class="ttdef"><b>Definition:</b> node.h:128</div></div> |
| <div class="ttc" id="op_8h_html"><div class="ttname"><a href="op_8h.html">op.h</a></div><div class="ttdoc">Operator information structor. </div></div> |
| <div class="ttc" id="classnnvm_1_1Op_html_a47a2e6f4e2607cd4dd815b53809b14a3"><div class="ttname"><a href="classnnvm_1_1Op.html#a47a2e6f4e2607cd4dd815b53809b14a3">nnvm::Op::Get</a></div><div class="ttdeci">static const Op * Get(const std::string &op_name)</div><div class="ttdoc">Get an Op for a given operator name. Will raise an error if the op has not been registered. </div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html_ada672e1520eb93e2475149acacee694b"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#ada672e1520eb93e2475149acacee694b">nnvm::NodeEntry::NodeEntry</a></div><div class="ttdeci">NodeEntry(ObjectPtr node, uint32_t index, uint32_t version)</div><div class="ttdef"><b>Definition:</b> node.h:52</div></div> |
| <div class="ttc" id="structnnvm_1_1NodeEntry_html_a5f231fbd1854ee182696b023be6ff5f8"><div class="ttname"><a href="structnnvm_1_1NodeEntry.html#a5f231fbd1854ee182696b023be6ff5f8">nnvm::NodeEntry::index</a></div><div class="ttdeci">uint32_t index</div><div class="ttdoc">index of output from the source. </div><div class="ttdef"><b>Definition:</b> node.h:77</div></div> |
| <div class="ttc" id="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2c__api_8h.html">c_api.h</a></div><div class="ttdoc">C API of NNVM symbolic construction and pass. Enables construction and transformation of Graph in any...</div></div> |
| <div class="ttc" id="namespacennvm_html_a573897937ff3b88f0014feabb8e44a92"><div class="ttname"><a href="namespacennvm.html#a573897937ff3b88f0014feabb8e44a92">nnvm::ObjectPtr</a></div><div class="ttdeci">std::shared_ptr< Node > ObjectPtr</div><div class="ttdoc">we always used ObjectPtr for a reference pointer to the node, so this alias can be changed in case...</div><div class="ttdef"><b>Definition:</b> node.h:48</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a58acc4fd42c8049da953e49ea11c0b63"><div class="ttname"><a href="classnnvm_1_1Node.html#a58acc4fd42c8049da953e49ea11c0b63">nnvm::Node::num_inputs</a></div><div class="ttdeci">uint32_t num_inputs() const</div><div class="ttdef"><b>Definition:</b> node.h:240</div></div> |
| <div class="ttc" id="classnnvm_1_1Node_html_a7a4239e82c7a4163edfad83e9533fc1a"><div class="ttname"><a href="classnnvm_1_1Node.html#a7a4239e82c7a4163edfad83e9533fc1a">nnvm::Node::info</a></div><div class="ttdeci">any info</div><div class="ttdoc">additional fields for this node </div><div class="ttdef"><b>Definition:</b> node.h:172</div></div> |
| <div class="ttc" id="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h.html">base.h</a></div><div class="ttdoc">Configuration of nnvm as well as basic data structure. </div></div> |
| <div class="ttc" id="classnnvm_1_1Op_html"><div class="ttname"><a href="classnnvm_1_1Op.html">nnvm::Op</a></div><div class="ttdoc">Operator structure. </div><div class="ttdef"><b>Definition:</b> op.h:103</div></div> |
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