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<a href="symbolic_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>&#160;<span class="comment">/*</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * distributed with this work for additional information</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * &quot;License&quot;); you may not use this file except in compliance</span></div>
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<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * under the License.</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; </div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#ifndef NNVM_SYMBOLIC_H_</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#define NNVM_SYMBOLIC_H_</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; </div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="preprocessor">#include &lt;tuple&gt;</span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="preprocessor">#include &lt;unordered_map&gt;</span></div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; </div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h.html">base.h</a>&quot;</span></div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h.html">node.h</a>&quot;</span></div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; </div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacennvm.html">nnvm</a> {</div>
<div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html"> 50</a></span>&#160;<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_1Symbol.html">Symbol</a> {</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <span class="keyword">public</span>:</div>
<div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65"> 53</a></span>&#160; <span class="keyword">enum</span> <a class="code" href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65">ListAttrOption</a> {</div>
<div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65a276e33da54d3709ceffd6488c32887ea"> 55</a></span>&#160; kRecursive = 0,</div>
<div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65a501178e6b2c2f071eb66b2c89c0350e0"> 57</a></span>&#160; kShallow = 1</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; };</div>
<div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340e"> 60</a></span>&#160; <span class="keyword">enum</span> <a class="code" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340e">ListInputOption</a> {</div>
<div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340ea7befb74f517857a375cbbef311c75ca0"> 62</a></span>&#160; kAll = 0,</div>
<div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340eaf8cc6abf2439fac5caddc634ff2f31b3"> 64</a></span>&#160; kReadOnlyArgs = 1,</div>
<div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340ea04c779ddbed8e8ad5ebe9d36b2244773"> 69</a></span>&#160; kAuxiliaryStates = 2</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; };</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; </div>
<div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="classnnvm_1_1Symbol.html#ae274e2f7479e0d90cefd3a4481c9cbf2"> 73</a></span>&#160; std::vector&lt;NodeEntry&gt; <a class="code" href="classnnvm_1_1Symbol.html#ae274e2f7479e0d90cefd3a4481c9cbf2">outputs</a>;</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; </div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> <a class="code" href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">Copy</a>() <span class="keyword">const</span>;</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keywordtype">void</span> Print(std::ostream&amp; os) <span class="keyword">const</span>; <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;<span class="comment"></span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> operator[](<span class="keywordtype">size_t</span> index) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; std::vector&lt;ObjectPtr&gt; ListInputs(<a class="code" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340e">ListInputOption</a> option) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; std::vector&lt;std::string&gt; ListInputNames(<a class="code" href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340e">ListInputOption</a> option) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; std::vector&lt;std::string&gt; ListOutputNames() <span class="keyword">const</span>;</div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1alm.html#a827d6472363f78002b7eaefa3400a178">Compose</a>(<span class="keyword">const</span> <a class="code" href="classdmlc_1_1array__view.html">array_view&lt;const Symbol*&gt;</a>&amp; args,</div>
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <span class="keyword">const</span> std::unordered_map&lt;std::string, const Symbol*&gt;&amp; kwargs,</div>
<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keyword">const</span> std::string&amp; name);</div>
<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> operator()(<span class="keyword">const</span> <a class="code" href="classdmlc_1_1array__view.html">array_view&lt;const Symbol*&gt;</a>&amp; args,</div>
<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <span class="keyword">const</span> std::unordered_map&lt;std::string, const Symbol*&gt;&amp; kwargs,</div>
<div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <span class="keyword">const</span> std::string&amp; name) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordtype">void</span> AddControlDeps(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a>&amp; src);</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="comment">/*</span></div>
<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160;<span class="comment"> * \brief Get all the internal nodes of the symbol.</span></div>
<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160;<span class="comment"> * \return symbol A new symbol whose output contains all the outputs of the symbols</span></div>
<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160;<span class="comment"> * including input variables and intermediate outputs.</span></div>
<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> GetInternals() <span class="keyword">const</span>;</div>
<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="comment">/*</span></div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160;<span class="comment"> * \brief Get the direct inputs of the head node(s) of this symbol.</span></div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160;<span class="comment"> * \return symbol A new symbol whose output contains all the inputs of the head</span></div>
<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160;<span class="comment"> * node(s).</span></div>
<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> GetChildren() <span class="keyword">const</span>;</div>
<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; <span class="keywordtype">void</span> SetAttrs(<span class="keyword">const</span> std::vector&lt;std::pair&lt;std::string, std::string&gt; &gt;&amp; attrs);</div>
<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; <span class="keywordtype">bool</span> GetAttr(<span class="keyword">const</span> std::string&amp; key, std::string* out) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; std::unordered_map&lt;std::string, std::string&gt; ListAttrs(<a class="code" href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65">ListAttrOption</a> option) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; std::vector&lt;std::tuple&lt;std::string, std::string, std::string&gt; &gt; ListAttrsRecursive() <span class="keyword">const</span>;</div>
<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; <span class="keyword">static</span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> CreateFunctor(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Op.html">Op</a>* op, std::unordered_map&lt;std::string, std::string&gt; attrs);</div>
<div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; <span class="keyword">static</span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> CreateFunctor(<span class="keyword">const</span> <a class="code" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a>&amp; attrs);</div>
<div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="keyword">static</span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> CreateVariable(<span class="keyword">const</span> std::string&amp; name);</div>
<div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <span class="keyword">static</span> <a class="code" href="classnnvm_1_1Symbol.html">Symbol</a> CreateGroup(<span class="keyword">const</span> std::vector&lt;Symbol&gt;&amp; symbols);</div>
<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160;};</div>
<div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; </div>
<div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160;} <span class="comment">// namespace nnvm</span></div>
<div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; </div>
<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160;<span class="preprocessor">#endif // NNVM_SYMBOLIC_H_</span></div>
</div><!-- fragment --></div><!-- contents -->
<div class="ttc" id="anamespacemshadow_html_a0435f827863555e4ed19bbc0cc81fa39"><div class="ttname"><a href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">mshadow::Copy</a></div><div class="ttdeci">void Copy(Tensor&lt; cpu, dim, DType &gt; dst, const Tensor&lt; cpu, dim, DType &gt; &amp;src, Stream&lt; cpu &gt; *stream=NULL)</div><div class="ttdoc">copy data from one tensor to another, with same shape</div><div class="ttdef"><b>Definition:</b> tensor_cpu-inl.h:145</div></div>
<div class="ttc" id="aclassdmlc_1_1array__view_html"><div class="ttname"><a href="classdmlc_1_1array__view.html">dmlc::array_view</a></div><div class="ttdoc">Read only data structure to reference continuous memory region of array. Provide unified view for vec...</div><div class="ttdef"><b>Definition:</b> array_view.h:36</div></div>
<div class="ttc" id="aclassnnvm_1_1Symbol_html_aa67db17bfcc319dc42fbe3735a12340e"><div class="ttname"><a href="classnnvm_1_1Symbol.html#aa67db17bfcc319dc42fbe3735a12340e">nnvm::Symbol::ListInputOption</a></div><div class="ttdeci">ListInputOption</div><div class="ttdoc">option passed to ListInputNames</div><div class="ttdef"><b>Definition:</b> symbolic.h:60</div></div>
<div class="ttc" id="a3rdparty_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="aclassnnvm_1_1Symbol_html_ae274e2f7479e0d90cefd3a4481c9cbf2"><div class="ttname"><a href="classnnvm_1_1Symbol.html#ae274e2f7479e0d90cefd3a4481c9cbf2">nnvm::Symbol::outputs</a></div><div class="ttdeci">std::vector&lt; NodeEntry &gt; outputs</div><div class="ttdoc">output entries contained in the symbol</div><div class="ttdef"><b>Definition:</b> symbolic.h:73</div></div>
<div class="ttc" id="aclassnnvm_1_1Symbol_html"><div class="ttname"><a href="classnnvm_1_1Symbol.html">nnvm::Symbol</a></div><div class="ttdoc">Symbol is help class used to represent the operator node in Graph.</div><div class="ttdef"><b>Definition:</b> symbolic.h:50</div></div>
<div class="ttc" id="astructnnvm_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:107</div></div>
<div class="ttc" id="anamespacemxnet_1_1alm_html_a827d6472363f78002b7eaefa3400a178"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a827d6472363f78002b7eaefa3400a178">mxnet::alm::Compose</a></div><div class="ttdeci">Transpose Compose(const Transpose &amp;lhs, const Transpose &amp;rhs)</div></div>
<div class="ttc" id="aclassnnvm_1_1Symbol_html_a5c3e1cd05b0c8ded96089dd5a5084b65"><div class="ttname"><a href="classnnvm_1_1Symbol.html#a5c3e1cd05b0c8ded96089dd5a5084b65">nnvm::Symbol::ListAttrOption</a></div><div class="ttdeci">ListAttrOption</div><div class="ttdoc">option passed to ListAttr</div><div class="ttdef"><b>Definition:</b> symbolic.h:53</div></div>
<div class="ttc" id="a3rdparty_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="a3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h.html">node.h</a></div><div class="ttdoc">Graph node data structure.</div></div>
<div class="ttc" id="aclassnnvm_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:105</div></div>
<div class="ttc" id="anamespacennvm_html"><div class="ttname"><a href="namespacennvm.html">nnvm</a></div><div class="ttdef"><b>Definition:</b> base.h:35</div></div>
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