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| <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_fdedb0aba14d44ce9d99bc100e026e6a.html">common</a></li> </ul> |
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| <div class="title">alm.h</div> </div> |
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| <a href="alm_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="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#ifndef MXNET_COMMON_ALM_H_</span></div> |
| <div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#define MXNET_COMMON_ALM_H_</span></div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  </div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include <<a class="code" href="include_2mxnet_2base_8h.html">mxnet/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">nnvm/graph.h</a>></span></div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2node_8h.html">nnvm/node.h</a>></span></div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include <functional></span></div> |
| <div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include <string></span></div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include <unordered_map></span></div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include <vector></span></div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  </div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div> |
| <div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1alm.html"> 38</a></span> <span class="keyword">namespace </span>alm {</div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  </div> |
| <div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="structmxnet_1_1alm_1_1ALMParams.html"> 43</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1alm_1_1ALMParams.html">ALMParams</a> {</div> |
| <div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="structmxnet_1_1alm_1_1ALMParams.html#a61066e4322b6363e4cc672362ead8cf4"> 44</a></span>  <span class="keywordtype">bool</span> <a class="code" href="structmxnet_1_1alm_1_1ALMParams.html#a61066e4322b6363e4cc672362ead8cf4">optimize</a> = <span class="keyword">false</span>;</div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  </div> |
| <div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="structmxnet_1_1alm_1_1ALMParams.html#a0db63e9d836d12ccb012d07ed46123a0"> 46</a></span>  <span class="keyword">static</span> <a class="code" href="structmxnet_1_1alm_1_1ALMParams.html">ALMParams</a>& <a class="code" href="structmxnet_1_1alm_1_1ALMParams.html#a0db63e9d836d12ccb012d07ed46123a0">get</a>() {</div> |
| <div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="keyword">static</span> <a class="code" href="structmxnet_1_1alm_1_1ALMParams.html">ALMParams</a> alm;</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">return</span> alm;</div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  }</div> |
| <div class="line"><a name="l00050"></a><span class="lineno"> 50</span> };</div> |
| <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  </div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <a class="code" href="classnnvm_1_1Graph.html">nnvm::Graph</a> <a class="code" href="namespacemxnet_1_1alm.html#a0285a1d2140fc552177e85d43154660c">OptimizeLayout</a>(<a class="code" href="classnnvm_1_1Graph.html">nnvm::Graph</a>&& g);</div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  </div> |
| <div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a"> 60</a></span> <span class="keyword">using</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a> = std::vector<size_t>;</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> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet_1_1alm.html#a2b6e013efdb80a318767cd11481a6541">IsIdentity</a>(<span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& t);</div> |
| <div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a> <a class="code" href="namespacemxnet_1_1alm.html#a1dcd10f7b9ef7846a9ede64377a3e1a1">Reverse</a>(<span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& axes);</div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  </div> |
| <div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a> <a class="code" href="namespacemxnet_1_1alm.html#a827d6472363f78002b7eaefa3400a178">Compose</a>(<span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& lhs, <span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& rhs);</div> |
| <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  </div> |
| <div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <a class="code" href="namespacemshadow.html#abbe2dc827052234b64ab2d40a5b2fdb4">mshadow::LayoutFlag</a> <a class="code" href="namespacemxnet_1_1alm.html#a66e4116f2f04e1d3cba842cec2832ac3">ApplyTranspose</a>(<a class="code" href="namespacemshadow.html#abbe2dc827052234b64ab2d40a5b2fdb4">mshadow::LayoutFlag</a> layout, <span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& axes);</div> |
| <div class="line"><a name="l00071"></a><span class="lineno"> 71</span> std::string <a class="code" href="namespacemxnet_1_1alm.html#a66e4116f2f04e1d3cba842cec2832ac3">ApplyTranspose</a>(<span class="keyword">const</span> std::string& layout, <span class="keyword">const</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a>& axes);</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> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a> <a class="code" href="namespacemxnet_1_1alm.html#a9a1641eaa941d0598ddc550f18253e2f">FromTShape</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a>& s);</div> |
| <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  </div> |
| <div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keyword">using</span> <a class="code" href="namespacemxnet_1_1alm.html#ae211ddf7e2c24386b3448adfeff79489">FChangeLayout</a> = std::function<bool(<a class="code" href="structnnvm_1_1NodeAttrs.html">nnvm::NodeAttrs</a>*,</div> |
| <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="namespacemshadow.html#abbe2dc827052234b64ab2d40a5b2fdb4">mshadow::LayoutFlag</a> target_layout,</div> |
| <div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  std::vector<Transpose>* in_axes,</div> |
| <div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1alm.html#ae211ddf7e2c24386b3448adfeff79489"> 89</a></span>  std::vector<Transpose>* out_axes)>;</div> |
| <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  </div> |
| <div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <a class="code" href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">Transpose</a> <a class="code" href="namespacemxnet_1_1alm.html#aca0a3adbbf2a7a7e761ef9d367fa86d6">FactorCommonTranspose</a>(std::vector<Transpose>* axes);</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> } <span class="comment">// namespace alm</span></div> |
| <div class="line"><a name="l00098"></a><span class="lineno"> 98</span> } <span class="comment">// namespace mxnet</span></div> |
| <div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  </div> |
| <div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="preprocessor">#endif // MXNET_COMMON_ALM_H_</span></div> |
| </div><!-- fragment --></div><!-- contents --> |
| <div class="ttc" id="anamespacemxnet_html"><div class="ttname"><a href="namespacemxnet.html">mxnet</a></div><div class="ttdoc">namespace of mxnet</div><div class="ttdef"><b>Definition:</b> api_registry.h:33</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_aca0a3adbbf2a7a7e761ef9d367fa86d6"><div class="ttname"><a href="namespacemxnet_1_1alm.html#aca0a3adbbf2a7a7e761ef9d367fa86d6">mxnet::alm::FactorCommonTranspose</a></div><div class="ttdeci">Transpose FactorCommonTranspose(std::vector< Transpose > *axes)</div><div class="ttdoc">Factors out and returns a common transpose, or default-constructed Transpose if all axes (in/out para...</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_a66e4116f2f04e1d3cba842cec2832ac3"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a66e4116f2f04e1d3cba842cec2832ac3">mxnet::alm::ApplyTranspose</a></div><div class="ttdeci">mshadow::LayoutFlag ApplyTranspose(mshadow::LayoutFlag layout, const Transpose &axes)</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_ae211ddf7e2c24386b3448adfeff79489"><div class="ttname"><a href="namespacemxnet_1_1alm.html#ae211ddf7e2c24386b3448adfeff79489">mxnet::alm::FChangeLayout</a></div><div class="ttdeci">std::function< bool(nnvm::NodeAttrs *, mshadow::LayoutFlag target_layout, std::vector< Transpose > *in_axes, std::vector< Transpose > *out_axes)> FChangeLayout</div><div class="ttdoc">May change operator's layout. Used in LayoutOptimization.</div><div class="ttdef"><b>Definition:</b> alm.h:89</div></div> |
| <div class="ttc" id="aclassnnvm_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:47</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_a0285a1d2140fc552177e85d43154660c"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a0285a1d2140fc552177e85d43154660c">mxnet::alm::OptimizeLayout</a></div><div class="ttdeci">nnvm::Graph OptimizeLayout(nnvm::Graph &&g)</div></div> |
| <div class="ttc" id="anamespacemshadow_html_abbe2dc827052234b64ab2d40a5b2fdb4"><div class="ttname"><a href="namespacemshadow.html#abbe2dc827052234b64ab2d40a5b2fdb4">mshadow::LayoutFlag</a></div><div class="ttdeci">LayoutFlag</div><div class="ttdef"><b>Definition:</b> base.h:498</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_a9a1641eaa941d0598ddc550f18253e2f"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a9a1641eaa941d0598ddc550f18253e2f">mxnet::alm::FromTShape</a></div><div class="ttdeci">Transpose FromTShape(const mxnet::TShape &s)</div></div> |
| <div class="ttc" id="astructmxnet_1_1alm_1_1ALMParams_html"><div class="ttname"><a href="structmxnet_1_1alm_1_1ALMParams.html">mxnet::alm::ALMParams</a></div><div class="ttdoc">A singleton flag, set and read by MXSetOptimizeLayout and MXGetOptimizeLayout.</div><div class="ttdef"><b>Definition:</b> alm.h:43</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_a1dcd10f7b9ef7846a9ede64377a3e1a1"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a1dcd10f7b9ef7846a9ede64377a3e1a1">mxnet::alm::Reverse</a></div><div class="ttdeci">Transpose Reverse(const Transpose &axes)</div></div> |
| <div class="ttc" id="anamespacemxnet_1_1alm_html_a80e5ee70df5882f2a2dfcd8e8390087a"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a80e5ee70df5882f2a2dfcd8e8390087a">mxnet::alm::Transpose</a></div><div class="ttdeci">std::vector< size_t > Transpose</div><div class="ttdoc">Transpose, represented by permutation of axes.</div><div class="ttdef"><b>Definition:</b> alm.h:60</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 &lhs, const Transpose &rhs)</div></div> |
| <div class="ttc" id="agraph_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="aclassmxnet_1_1TShape_html"><div class="ttname"><a href="classmxnet_1_1TShape.html">mxnet::TShape</a></div><div class="ttdoc">A Shape class that is used to represent shape of each tensor.</div><div class="ttdef"><b>Definition:</b> tuple.h:440</div></div> |
| <div class="ttc" id="astructmxnet_1_1alm_1_1ALMParams_html_a61066e4322b6363e4cc672362ead8cf4"><div class="ttname"><a href="structmxnet_1_1alm_1_1ALMParams.html#a61066e4322b6363e4cc672362ead8cf4">mxnet::alm::ALMParams::optimize</a></div><div class="ttdeci">bool optimize</div><div class="ttdef"><b>Definition:</b> alm.h:44</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="anamespacemxnet_1_1alm_html_a2b6e013efdb80a318767cd11481a6541"><div class="ttname"><a href="namespacemxnet_1_1alm.html#a2b6e013efdb80a318767cd11481a6541">mxnet::alm::IsIdentity</a></div><div class="ttdeci">bool IsIdentity(const Transpose &t)</div></div> |
| <div class="ttc" id="ainclude_2mxnet_2base_8h_html"><div class="ttname"><a href="include_2mxnet_2base_8h.html">base.h</a></div><div class="ttdoc">configuration of MXNet as well as basic data structure.</div></div> |
| <div class="ttc" id="astructmxnet_1_1alm_1_1ALMParams_html_a0db63e9d836d12ccb012d07ed46123a0"><div class="ttname"><a href="structmxnet_1_1alm_1_1ALMParams.html#a0db63e9d836d12ccb012d07ed46123a0">mxnet::alm::ALMParams::get</a></div><div class="ttdeci">static ALMParams & get()</div><div class="ttdef"><b>Definition:</b> alm.h:46</div></div> |
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