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| <a href="pass_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_PASS_H_</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#define NNVM_PASS_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 <vector></span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include <functional></span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</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="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="graph_8h.html">graph.h</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> </div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="keyword">namespace </span><a class="code" href="namespacennvm.html">nnvm</a> {</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="namespacennvm.html#ac2b287a170f9c63ddccb53a7f93bb8ed"> 45</a></span> <span class="keyword">typedef</span> std::function<Graph (Graph src)> <a class="code" href="namespacennvm.html#ac2b287a170f9c63ddccb53a7f93bb8ed">PassFunction</a>;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <a class="code" href="classnnvm_1_1Graph.html">Graph</a> <a class="code" href="namespacennvm.html#a36b92fb36f36675e96255310f3450662">ApplyPasses</a>(<a class="code" href="classnnvm_1_1Graph.html">Graph</a> src,</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keyword">const</span> std::vector<std::string>& passes);</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="namespacennvm.html#af9e352fbb58722c23de790c9cfafdfd7"> 62</a></span> <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Graph.html">Graph</a> <a class="code" href="namespacennvm.html#af9e352fbb58722c23de790c9cfafdfd7">ApplyPass</a>(<a class="code" href="classnnvm_1_1Graph.html">Graph</a> src, <span class="keyword">const</span> std::string& pass) {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">return</span> <a class="code" href="namespacennvm.html#a36b92fb36f36675e96255310f3450662">ApplyPasses</a>(src, {pass});</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> }</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html"> 70</a></span> <span class="keyword">struct </span><a class="code" href="structnnvm_1_1PassFunctionReg.html">PassFunctionReg</a></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  : <span class="keyword">public</span> <a class="code" href="classdmlc_1_1FunctionRegEntryBase.html">dmlc::FunctionRegEntryBase</a><PassFunctionReg,</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  PassFunction> {</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a9958a159d53512159725fac1d32d8824"> 77</a></span>  <span class="keywordtype">bool</span> <a class="code" href="structnnvm_1_1PassFunctionReg.html#a9958a159d53512159725fac1d32d8824">change_graph</a>{<span class="keyword">false</span>};</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a93583ae9a177f1e496d16c33ad58292d"> 79</a></span>  std::vector<std::string> <a class="code" href="structnnvm_1_1PassFunctionReg.html#a93583ae9a177f1e496d16c33ad58292d">op_attr_dependency</a>;</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a2b3d438c62ae31c24ac9dc10ac966c04"> 81</a></span>  std::vector<std::string> <a class="code" href="structnnvm_1_1PassFunctionReg.html#a2b3d438c62ae31c24ac9dc10ac966c04">graph_attr_dependency</a>;</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a2323d1fb3da781cd8695d28c8800254e"> 83</a></span>  std::vector<std::string> <a class="code" href="structnnvm_1_1PassFunctionReg.html#a2323d1fb3da781cd8695d28c8800254e">graph_attr_targets</a>;</div><div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#ac4359b97d408ad231236bbce36388eed"> 89</a></span>  <a class="code" href="structnnvm_1_1PassFunctionReg.html">PassFunctionReg</a>& <a class="code" href="structnnvm_1_1PassFunctionReg.html#ac4359b97d408ad231236bbce36388eed">set_change_graph</a>(<span class="keywordtype">bool</span> v) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <a class="code" href="structnnvm_1_1PassFunctionReg.html#a9958a159d53512159725fac1d32d8824">change_graph</a> = v;</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  }</div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a5bf7d99fec2d2d73cee94f43c4ef7a66"> 99</a></span>  <a class="code" href="structnnvm_1_1PassFunctionReg.html">PassFunctionReg</a>& <a class="code" href="structnnvm_1_1PassFunctionReg.html#a5bf7d99fec2d2d73cee94f43c4ef7a66">provide_graph_attr</a>(<span class="keyword">const</span> std::string& attr_name) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  graph_attr_targets.push_back(attr_name);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  }</div><div class="line"><a name="l00109"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#af0adf4cddf4fc881d9872422e4c70c76"> 109</a></span>  <a class="code" href="structnnvm_1_1PassFunctionReg.html">PassFunctionReg</a>& <a class="code" href="structnnvm_1_1PassFunctionReg.html#af0adf4cddf4fc881d9872422e4c70c76">depend_op_attr</a>(<span class="keyword">const</span> std::string& attr_name) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  op_attr_dependency.push_back(attr_name);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  }</div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="structnnvm_1_1PassFunctionReg.html#a1119f044d0e20564bed3ed244a283a58"> 119</a></span>  <a class="code" href="structnnvm_1_1PassFunctionReg.html">PassFunctionReg</a>& <a class="code" href="structnnvm_1_1PassFunctionReg.html#a1119f044d0e20564bed3ed244a283a58">depend_graph_attr</a>(<span class="keyword">const</span> std::string& attr_name) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  graph_attr_dependency.push_back(attr_name);</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  }</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> };</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> </div><div class="line"><a name="l00141"></a><span class="lineno"><a class="line" href="pass_8h.html#a1e71a68c992d437f9d874ff57fbf2d7e"> 141</a></span> <span class="preprocessor">#define NNVM_REGISTER_PASS(name) \</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="preprocessor"> DMLC_REGISTRY_REGISTER(::nnvm::PassFunctionReg, PassFunctionReg, name)</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> </div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> } <span class="comment">// namespace nnvm</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="preprocessor">#endif // NNVM_PASS_H_</span></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="classdmlc_1_1FunctionRegEntryBase_html"><div class="ttname"><a href="classdmlc_1_1FunctionRegEntryBase.html">dmlc::FunctionRegEntryBase</a></div><div class="ttdoc">Common base class for function registry. </div><div class="ttdef"><b>Definition:</b> registry.h:151</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_ac4359b97d408ad231236bbce36388eed"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#ac4359b97d408ad231236bbce36388eed">nnvm::PassFunctionReg::set_change_graph</a></div><div class="ttdeci">PassFunctionReg & set_change_graph(bool v)</div><div class="ttdoc">Set whether this pass will change graph structure. </div><div class="ttdef"><b>Definition:</b> pass.h:89</div></div> |
| <div class="ttc" id="namespacennvm_html_af9e352fbb58722c23de790c9cfafdfd7"><div class="ttname"><a href="namespacennvm.html#af9e352fbb58722c23de790c9cfafdfd7">nnvm::ApplyPass</a></div><div class="ttdeci">Graph ApplyPass(Graph src, const std::string &pass)</div><div class="ttdoc">Apply one pass to the graph. </div><div class="ttdef"><b>Definition:</b> pass.h:62</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a1119f044d0e20564bed3ed244a283a58"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a1119f044d0e20564bed3ed244a283a58">nnvm::PassFunctionReg::depend_graph_attr</a></div><div class="ttdeci">PassFunctionReg & depend_graph_attr(const std::string &attr_name)</div><div class="ttdoc">Declare this pass requires the given graph attribute to be available before being applied on the grap...</div><div class="ttdef"><b>Definition:</b> pass.h:119</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a93583ae9a177f1e496d16c33ad58292d"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a93583ae9a177f1e496d16c33ad58292d">nnvm::PassFunctionReg::op_attr_dependency</a></div><div class="ttdeci">std::vector< std::string > op_attr_dependency</div><div class="ttdoc">dependencies on operator attributes </div><div class="ttdef"><b>Definition:</b> pass.h:79</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a5bf7d99fec2d2d73cee94f43c4ef7a66"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a5bf7d99fec2d2d73cee94f43c4ef7a66">nnvm::PassFunctionReg::provide_graph_attr</a></div><div class="ttdeci">PassFunctionReg & provide_graph_attr(const std::string &attr_name)</div><div class="ttdoc">Declare that this pass will generate the given graph attribute name once it is applied on the graph...</div><div class="ttdef"><b>Definition:</b> pass.h:99</div></div> |
| <div class="ttc" id="namespacennvm_html_a36b92fb36f36675e96255310f3450662"><div class="ttname"><a href="namespacennvm.html#a36b92fb36f36675e96255310f3450662">nnvm::ApplyPasses</a></div><div class="ttdeci">Graph ApplyPasses(Graph src, const std::vector< std::string > &passes)</div><div class="ttdoc">Apply a series of pass transformations on the input graph. </div></div> |
| <div class="ttc" id="classnnvm_1_1Graph_html"><div class="ttname"><a href="classnnvm_1_1Graph.html">nnvm::Graph</a></div><div class="ttdoc">Symbolic computation graph. This is the intermediate representation for optimization pass...</div><div class="ttdef"><b>Definition:</b> graph.h:46</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html">nnvm::PassFunctionReg</a></div><div class="ttdoc">Registry entry for pass functions. </div><div class="ttdef"><b>Definition:</b> pass.h:70</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a2b3d438c62ae31c24ac9dc10ac966c04"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a2b3d438c62ae31c24ac9dc10ac966c04">nnvm::PassFunctionReg::graph_attr_dependency</a></div><div class="ttdeci">std::vector< std::string > graph_attr_dependency</div><div class="ttdoc">dependencies on attributes in the graph </div><div class="ttdef"><b>Definition:</b> pass.h:81</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a9958a159d53512159725fac1d32d8824"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a9958a159d53512159725fac1d32d8824">nnvm::PassFunctionReg::change_graph</a></div><div class="ttdeci">bool change_graph</div><div class="ttdoc">Whether the pass will change graph structure If this is false, the pass will only change attributes...</div><div class="ttdef"><b>Definition:</b> pass.h:77</div></div> |
| <div class="ttc" id="graph_8h_html"><div class="ttname"><a href="graph_8h.html">graph.h</a></div><div class="ttdoc">Configuation of nnvm as well as basic data structure. </div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_af0adf4cddf4fc881d9872422e4c70c76"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#af0adf4cddf4fc881d9872422e4c70c76">nnvm::PassFunctionReg::depend_op_attr</a></div><div class="ttdeci">PassFunctionReg & depend_op_attr(const std::string &attr_name)</div><div class="ttdoc">Declare this pass requires the given operator attribute to be available before being applied on the g...</div><div class="ttdef"><b>Definition:</b> pass.h:109</div></div> |
| <div class="ttc" id="structnnvm_1_1PassFunctionReg_html_a2323d1fb3da781cd8695d28c8800254e"><div class="ttname"><a href="structnnvm_1_1PassFunctionReg.html#a2323d1fb3da781cd8695d28c8800254e">nnvm::PassFunctionReg::graph_attr_targets</a></div><div class="ttdeci">std::vector< std::string > graph_attr_targets</div><div class="ttdoc">generated targets of graph attributes </div><div class="ttdef"><b>Definition:</b> pass.h:83</div></div> |
| <div class="ttc" id="namespacennvm_html_ac2b287a170f9c63ddccb53a7f93bb8ed"><div class="ttname"><a href="namespacennvm.html#ac2b287a170f9c63ddccb53a7f93bb8ed">nnvm::PassFunction</a></div><div class="ttdeci">std::function< Graph(Graph src)> PassFunction</div><div class="ttdoc">A PassFunction is an "Operator on Graph". It takes a source graph and return a graph that may or may ...</div><div class="ttdef"><b>Definition:</b> pass.h:45</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> |
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