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| <a href="include_2mxnet_2tuple_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="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#ifndef MXNET_TUPLE_H_</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#define MXNET_TUPLE_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 <type_traits></span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include <algorithm></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 <iostream></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include "<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2op__attr__types_8h.html">nnvm/op_attr_types.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_2graph__attr__types_8h.html">nnvm/graph_attr_types.h</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="graph_8h.html">nnvm/graph.h</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="pass_8h.html">nnvm/pass.h</a>"</span></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="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">template</span><<span class="keyword">typename</span> ValueType></div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html"> 54</a></span> <span class="keyword">class </span><a class="code" href="classmxnet_1_1Tuple.html">Tuple</a> {</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <a class="code" href="classmxnet_1_1Tuple.html#a8ab381de010f2d03638ab65d52c52336">Tuple</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a361c7b85d10b37eeb25de15379081d17"> 59</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#a361c7b85d10b37eeb25de15379081d17">~Tuple</a>() {</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keyword">delete</span> [] <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  }</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#ad5a51dab602640f405ed02adcbddae76"> 66</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#ad5a51dab602640f405ed02adcbddae76">Tuple</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>& s) {</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">if</span> (s.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == -1) {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(s.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>());</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  }</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  }</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a5088886fed4c9c8a24380e411a3f8896"> 77</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#a5088886fed4c9c8a24380e411a3f8896">Tuple</a>(std::initializer_list<ValueType> init) {</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(init.begin(), init.end());</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#aed240b2029b4a1af42f39ce53a1f3689"> 84</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#aed240b2029b4a1af42f39ce53a1f3689">Tuple</a>(std::vector<ValueType> init) { <span class="comment">// NOLINT(runtime/explicit)</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(init.begin(), init.end());</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  }</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#aed8176d7b46457ebe8cc3aba0d88fbb3"> 92</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#aed8176d7b46457ebe8cc3aba0d88fbb3">Tuple</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>&& src) { <span class="comment">// NOLINT(runtime/explicit)</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">swap</a>(src);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  }</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keyword">template</span><<span class="keyword">typename</span> RandomAccessIterator></div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a13e6f844b1d6d74a6864f2990702811e"> 102</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html#a13e6f844b1d6d74a6864f2990702811e">Tuple</a>(RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>,</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>) {</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(begin, end);</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  }</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keyword">template</span><<span class="keyword">typename</span> RandomAccessIterator></div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda"> 113</a></span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>,</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>) {</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(end - begin);</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  CHECK_GE(<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(), 0);</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  std::copy(begin, end, this-><a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>());</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  }</div><div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970"> 123</a></span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">swap</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>& other) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  std::swap(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  std::swap(<a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a>);</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  std::swap(<a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a>);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  std::swap(<a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>);</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  }</div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a31b66af0aa09d7bb21cad939f960b5f1"> 134</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>& <a class="code" href="classmxnet_1_1Tuple.html#a31b66af0aa09d7bb21cad939f960b5f1">operator=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>& src) {</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keywordflow">if</span> (src.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == -1) {</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(src.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), src.<a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>());</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  }</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  }</div><div class="line"><a name="l00147"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#acb4f823185342cbcb2a3628e01bd9341"> 147</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>& <a class="code" href="classmxnet_1_1Tuple.html#acb4f823185342cbcb2a3628e01bd9341">operator=</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>&& src) {</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a>(std::move(src)).<a class="code" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">swap</a>(*<span class="keyword">this</span>);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  }</div><div class="line"><a name="l00156"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a328d45068a42cfdd125541c3bc50586b"> 156</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a> &<a class="code" href="classmxnet_1_1Tuple.html#a328d45068a42cfdd125541c3bc50586b">operator=</a>(std::initializer_list<ValueType> init) {</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(init.begin(), init.end());</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  }</div><div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a3f5bf0c829271cb97fe101b0e2aca92a"> 164</a></span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a3f5bf0c829271cb97fe101b0e2aca92a">operator==</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> != s.<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == -1) <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <span class="keywordflow">return</span> std::equal(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>());</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  }</div><div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a7485dadaaef049b4d85850bffe6832af"> 173</a></span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a7485dadaaef049b4d85850bffe6832af">operator!=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s);</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  }</div><div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41"> 177</a></span>  <span class="keyword">inline</span> <span class="keyword">const</span> ValueType *<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> <= <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> ? <a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a> : <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  }</div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a7a2569df075c59690ab78ed67081b970"> 181</a></span>  <span class="keyword">inline</span> ValueType *<a class="code" href="classmxnet_1_1Tuple.html#a7a2569df075c59690ab78ed67081b970">begin</a>() {</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> <= <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> ? <a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a> : <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  }</div><div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139"> 185</a></span>  <span class="keyword">inline</span> <span class="keyword">const</span> ValueType* <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> <= <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> ? (<a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a> + <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>): (<a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a> + <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  }</div><div class="line"><a name="l00189"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#adad594655584ba36e3cab517fb20f492"> 189</a></span>  <span class="keyword">inline</span> ValueType* <a class="code" href="classmxnet_1_1Tuple.html#adad594655584ba36e3cab517fb20f492">end</a>() {</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> <= <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> ? (<a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a> + <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>): (<a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a> + <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  }</div><div class="line"><a name="l00193"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994"> 193</a></span>  <span class="keyword">inline</span> <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  }</div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#af489de3d960f1c29221048e0c04d1280"> 201</a></span>  <span class="keyword">inline</span> ValueType& <a class="code" href="classmxnet_1_1Tuple.html#af489de3d960f1c29221048e0c04d1280">operator[]</a>(<span class="keywordtype">int</span> i) {</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="comment">// it fixes the false alarm of assuming signed overflow does not occur</span></div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <span class="comment">// when assuming that (X - c) > X is always false [-Werror=strict-overflow]</span></div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> <span class="preprocessor"> #pragma GCC diagnostic push</span></div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> <span class="preprocessor"> #pragma GCC diagnostic ignored "-Wstrict-overflow"</span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  CHECK(i >= 0 && i < <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()) << <span class="stringliteral">"index = "</span> << i << <span class="stringliteral">" must be in range [0, "</span> << <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> <span class="preprocessor"> #pragma GCC diagnostic pop</span></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>()[i];</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  }</div><div class="line"><a name="l00215"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a7063c931de0612334a307c78bc77ddf8"> 215</a></span>  <span class="keyword">inline</span> <span class="keyword">const</span> ValueType& <a class="code" href="classmxnet_1_1Tuple.html#a7063c931de0612334a307c78bc77ddf8">operator[]</a>(<span class="keywordtype">int</span> i)<span class="keyword"> const </span>{</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="comment">// it fixes the false alarm of assuming signed overflow does not occur</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="comment">// when assuming that (X - c) > X is always false [-Werror=strict-overflow]</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> <span class="preprocessor"> #pragma GCC diagnostic push</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <span class="preprocessor"> #pragma GCC diagnostic ignored "-Wstrict-overflow"</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  CHECK(i >= 0 && i < <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()) << <span class="stringliteral">"index = "</span> << i << <span class="stringliteral">" must be in range [0, "</span> << <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <span class="preprocessor"> #pragma GCC diagnostic pop</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>()[i];</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  }</div><div class="line"><a name="l00228"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a1204402381559088dc96333c9b9f981e"> 228</a></span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a1204402381559088dc96333c9b9f981e">Save</a>(<a class="code" href="classdmlc_1_1JSONWriter.html">dmlc::JSONWriter</a>* writer)<span class="keyword"> const </span>{</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  std::vector<ValueType> tmp(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>());</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  writer-><a class="code" href="classdmlc_1_1JSONWriter.html#ac16c9b279f64512117fdefb2ede8662d">Write</a>(tmp);</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  }</div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a73c8f3c2933f17a1fe164a71605d1b8e"> 236</a></span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a73c8f3c2933f17a1fe164a71605d1b8e">Load</a>(<a class="code" href="classdmlc_1_1JSONReader.html">dmlc::JSONReader</a>* reader) {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  std::vector<ValueType> tmp;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  reader-><a class="code" href="classdmlc_1_1JSONReader.html#a74487e106bca0cc16b676f539f69a4bf">Read</a>(&tmp);</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(tmp.begin(), tmp.end());</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  }</div><div class="line"><a name="l00247"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a39bed8c606eefa4faef1088f21e94800"> 247</a></span>  <span class="keyword">friend</span> std::ostream &operator<<(std::ostream &os, const Tuple<ValueType> &t) {</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <span class="keywordflow">if</span> (t.ndim() == -1) {</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="comment">// If t is an unknown shape, return string "None".</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="comment">// This is consistent with returning unknown shape in Python and generating</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="comment">// C++ operator APIs by OpWrapperGenerator.py (defaultString) in cpp-package.</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  os << <span class="stringliteral">"None"</span>;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  }</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  os << <span class="charliteral">'['</span>;</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <span class="keyword">const</span> ValueType* <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a> = t.begin();</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  <span class="keyword">const</span> ValueType* <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a> = t.end();</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> ValueType* it = begin; it != <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>; ++it) {</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <span class="keywordflow">if</span> (it != begin) os << <span class="charliteral">','</span>;</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  os << *it;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  }</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  os << <span class="charliteral">']'</span>;</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  }</div><div class="line"><a name="l00271"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee"> 271</a></span>  <span class="keyword">friend</span> std::istream &<a class="code" href="classmxnet_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee">operator>></a>(std::istream &is, <a class="code" href="classmxnet_1_1Tuple.html">Tuple<ValueType></a> &t) {</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  <span class="comment">// get (</span></div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  <span class="keywordtype">char</span> ch = is.peek();</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="keywordflow">if</span> (<a class="code" href="namespacedmlc.html#a5dab1c816301d0261e96d002ab157d3a">isdigit</a>(ch) || ch == <span class="charliteral">'-'</span>) {</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  ValueType idx;</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordflow">if</span> (is >> idx) {</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  t.<a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(&idx, &idx + 1);</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  }</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  }</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  is.get();</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <span class="keywordflow">if</span> (ch == <span class="charliteral">'('</span> || ch == <span class="charliteral">'['</span>) <span class="keywordflow">break</span>;</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch)) {</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <span class="keywordflow">if</span> (ch == <span class="charliteral">'N'</span>) {</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  std::string tmp_val;</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  is >> tmp_val;</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="keywordflow">if</span> (tmp_val == <span class="stringliteral">"one"</span>) { <span class="comment">// is stores "None"</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  t.<a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  }</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  }</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  is.setstate(std::ios::failbit);</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  }</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  }</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="comment">// Handle empty tuple. A tensor whose shape is an empty tuple</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <span class="comment">// represents a scalar with ndim = 0.</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  <span class="keywordflow">while</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(is.peek())) {</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  is.get();</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  }</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="keywordflow">if</span> (is.peek() == <span class="charliteral">')'</span> || is.peek() == <span class="charliteral">']'</span>) {</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  is.get();</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  t.<a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(0);</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  }</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <span class="comment">// Handle non-empty tuple</span></div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  ValueType idx;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  std::vector<ValueType> tmp;</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="keywordflow">while</span> (is >> idx) {</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  tmp.push_back(idx);</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <span class="keywordtype">char</span> ch;</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  <span class="keywordflow">do</span> {</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  ch = is.get();</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  } <span class="keywordflow">while</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch));</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="keywordflow">if</span> (std::is_integral<ValueType>::value && ch == <span class="charliteral">'L'</span>) {</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  ch = is.get();</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  }</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="keywordflow">if</span> (ch == <span class="charliteral">','</span>) {</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  ch = is.peek();</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="keywordflow">if</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch)) {</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  is.get(); <span class="keywordflow">continue</span>;</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  }</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  <span class="keywordflow">if</span> (ch == <span class="charliteral">')'</span> || ch == <span class="charliteral">']'</span>) {</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  is.get(); <span class="keywordflow">break</span>;</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  }</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  }</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="keywordflow">if</span> (ch == <span class="charliteral">')'</span> || ch == <span class="charliteral">']'</span>) <span class="keywordflow">break</span>;</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ch == <span class="charliteral">')'</span> || ch == <span class="charliteral">']'</span>) {</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  is.setstate(std::ios::failbit);</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  }</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  }</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  t.<a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(tmp.begin(), tmp.end());</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  }</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="keyword">template</span><<span class="keyword">typename</span> DType = ValueType, <span class="keyword">typename</span> TStream></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a1204402381559088dc96333c9b9f981e">Save</a>(TStream *strm) <span class="keyword">const</span>;</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  <span class="keyword">template</span><<span class="keyword">typename</span> DType = ValueType, <span class="keyword">typename</span> TStream></div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a73c8f3c2933f17a1fe164a71605d1b8e">Load</a>(TStream *strm);</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span> </div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <span class="keyword">protected</span>:</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  <span class="comment">// stack cache size</span></div><div class="line"><a name="l00361"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae"> 361</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> = 4;</div><div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400"> 363</a></span>  <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>{0};</div><div class="line"><a name="l00365"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2"> 365</a></span>  <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a>{0};</div><div class="line"><a name="l00367"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1"> 367</a></span>  ValueType <a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a>[<a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a>];</div><div class="line"><a name="l00369"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755"> 369</a></span>  ValueType* <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>{<span class="keyword">nullptr</span>};</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <span class="comment">// internal function to change the dimension</span></div><div class="line"><a name="l00371"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758"> 371</a></span>  <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(<span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>) {</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  CHECK_GE(ndim, -1) << <span class="stringliteral">"ndim cannot be less than -1, received "</span> << <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>;</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="keywordflow">if</span> (ndim > kStackCache &&</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  ndim > <a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a>) {</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="keyword">delete</span> [] <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a> = <span class="keyword">new</span> ValueType[<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>];</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a> = <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>;</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ndim <= 0 && <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  <span class="keyword">delete</span> [] <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a> = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  <a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a> = 0;</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  }</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> = <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>;</div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  }</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span> };</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span> </div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span> </div><div class="line"><a name="l00389"></a><span class="lineno"><a class="line" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e"> 389</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>) {</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  CHECK_GE(ndim, -1) << <span class="stringliteral">"shape ndim must be >= -1, while received "</span> << <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>;</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>  <span class="keywordflow">return</span> ndim != -1;</div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span> }</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span> </div><div class="line"><a name="l00395"></a><span class="lineno"><a class="line" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a"> 395</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(<span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> dim_size) {</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>  CHECK_GE(dim_size, -1) << <span class="stringliteral">"shape dim size must be >= -1, while received "</span> << dim_size;</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  <span class="keywordflow">return</span> dim_size != -1;</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span> }</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span> </div><div class="line"><a name="l00413"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html"> 413</a></span> <span class="keyword">class </span><a class="code" href="classmxnet_1_1TShape.html">TShape</a> : <span class="keyword">public</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple</a><dim_t> {</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00416"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#a74881332c1b26d53ff7b41dfaa0656de"> 416</a></span>  <a class="code" href="classmxnet_1_1TShape.html#a74881332c1b26d53ff7b41dfaa0656de">TShape</a>() {</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  }</div><div class="line"><a name="l00424"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#a84de674f783e772300e3d9163ada27da"> 424</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html#a84de674f783e772300e3d9163ada27da">TShape</a>(<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>, <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> value) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(ndim);</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  <span class="keywordflow">if</span> (ndim > 0) {</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>  std::fill_n(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), ndim, value);</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  }</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>  }</div><div class="line"><a name="l00434"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#a51666e9d7a8e85cfa74372f534e8e0a4"> 434</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html#a51666e9d7a8e85cfa74372f534e8e0a4">TShape</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<dim_t></a>& s) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>  <span class="keywordflow">if</span> (s.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == -1) {</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(s.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>());</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  }</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  }</div><div class="line"><a name="l00445"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#af3b61a79cef1f0e05078b33a5b3b7d16"> 445</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html#af3b61a79cef1f0e05078b33a5b3b7d16">TShape</a>(std::initializer_list<dim_t> init) {</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(init.begin(), init.end());</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  }</div><div class="line"><a name="l00452"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#ad336e167d87da28c35777331453d6004"> 452</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html#ad336e167d87da28c35777331453d6004">TShape</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple<dim_t></a>&& s) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">swap</a>(s);</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  }</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  <span class="keyword">template</span><<span class="keyword">typename</span> RandomAccessIterator,</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  <span class="keyword">typename</span> std::enable_if<</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  std::is_same<typename std::iterator_traits<RandomAccessIterator>::iterator_category,</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  std::random_access_iterator_tag>::value, <span class="keywordtype">int</span>>::type = 0></div><div class="line"><a name="l00467"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#adc8629f186497cf699fa9674f5ad32f6"> 467</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html#adc8629f186497cf699fa9674f5ad32f6">TShape</a>(RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>,</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  RandomAccessIterator <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>) {</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(begin, end);</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  }</div><div class="line"><a name="l00476"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#ab0801b22863082aa8174adf3f2eb15e0"> 476</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& <a class="code" href="classmxnet_1_1TShape.html#ab0801b22863082aa8174adf3f2eb15e0">operator=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple<dim_t></a>& src) {</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  <span class="keywordflow">if</span> (src.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == -1) {</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(-1);</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(src.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), src.<a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>());</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  }</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  }</div><div class="line"><a name="l00489"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#a9e6ea361fb7a9ac41d92d2a722863448"> 489</a></span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& <a class="code" href="classmxnet_1_1TShape.html#a9e6ea361fb7a9ac41d92d2a722863448">operator=</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple<dim_t></a>&& src) { <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <a class="code" href="classmxnet_1_1TShape.html">TShape</a>(std::move(src)).<a class="code" href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">swap</a>(*<span class="keyword">this</span>); <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  }</div><div class="line"><a name="l00494"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#aee2c62a87022e0bd4015cf7e94025b5b"> 494</a></span>  <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="classmxnet_1_1TShape.html#aee2c62a87022e0bd4015cf7e94025b5b">Size</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>  CHECK(<a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(this-><a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())) << <span class="stringliteral">"Shape is unknown."</span>;</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>  <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> size = 1;</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* start = <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), *fin = <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>();</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* it = start; it != fin; ++it) {</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>  CHECK(<a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(*it)) << <span class="stringliteral">"Shape dim size cannot be a negative value "</span> << *it;</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  size *= *it;</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span>  }</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  <span class="keywordflow">return</span> size;</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>  }</div><div class="line"><a name="l00509"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#aa72c62b4d22066e55b77d0296a3dedf5"> 509</a></span>  <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="classmxnet_1_1TShape.html#aa72c62b4d22066e55b77d0296a3dedf5">ProdShape</a>(<span class="keywordtype">int</span> dimstart, <span class="keywordtype">int</span> dimend)<span class="keyword"> const </span>{</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  CHECK(<a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(this-><a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())) << <span class="stringliteral">"Shape is unknown."</span>;</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>  CHECK_GE(dimstart, 0) << <span class="stringliteral">"dimstart must be >= 0, while received "</span> << dimstart;</div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  CHECK_LE(dimend, this-><a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()) << <span class="stringliteral">"dimend must be <= "</span> << this-><a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()</div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span>  << <span class="stringliteral">", while received "</span> << dimend;</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>  <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> num = 1;</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *d = this->data();</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = dimstart; i < dimend; ++i) {</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  CHECK(<a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(d[i])) << <span class="stringliteral">"Shape dim size must be known, while received "</span> << d[i];</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  num *= d[i];</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  }</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span>  <span class="keywordflow">return</span> num;</div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  }</div><div class="line"><a name="l00523"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#a08108e89fb9f20daa979fc778b864ecb"> 523</a></span>  <span class="keyword">inline</span> <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *<a class="code" href="classmxnet_1_1TShape.html#a08108e89fb9f20daa979fc778b864ecb">data</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>();</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>  }</div><div class="line"><a name="l00527"></a><span class="lineno"><a class="line" href="classmxnet_1_1TShape.html#ac5b99783c553d0a2d59891a4015a99e5"> 527</a></span>  <span class="keyword">inline</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *<a class="code" href="classmxnet_1_1TShape.html#ac5b99783c553d0a2d59891a4015a99e5">data</a>() {</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>  <span class="keywordflow">return</span> <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>();</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>  }</div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span> <span class="preprocessor">#ifdef MSHADOW_XINLINE</span></div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> &s) {<span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>, s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a> + dim);</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>  }</div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span> </div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>(<a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> &&s) {<span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>, s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a> + dim);</div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span>  }</div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span>  <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a> &<a class="code" href="classmxnet_1_1Tuple.html#a31b66af0aa09d7bb21cad939f960b5f1">operator=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> &shape) {</div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(shape.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>, shape.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a> + dim);</div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span>  <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00550"></a><span class="lineno"> 550</span>  }</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span>  <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> <span class="keyword">get</span>() <span class="keyword">const</span> {</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span>  CHECK_EQ(dim, <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())</div><div class="line"><a name="l00559"></a><span class="lineno"> 559</span>  << <span class="stringliteral">"dimension do not match target dimension "</span> << dim << <span class="stringliteral">" vs "</span> << <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>();</div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *d = this->data();</div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span>  <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> s;</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < dim; ++i) {</div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>  s[i] = d[i];</div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>  }</div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span>  <span class="keywordflow">return</span> s;</div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span>  }</div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span>  <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<2></a> FlatTo2D(<span class="keywordtype">void</span>)<span class="keyword"> const </span>{</div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span>  <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<2></a> s;</div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span>  CHECK(<a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())) << <span class="stringliteral">"shape must have a valid ndim"</span>;</div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == 0) <span class="keywordflow">return</span> <a class="code" href="namespacemshadow.html#ad2853583180a7dbe9cbf6b0e15ae60ef">mshadow::Shape2</a>(1, 1);</div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *d = this->data();</div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] = d[<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() - 1];</div><div class="line"><a name="l00577"></a><span class="lineno"> 577</span>  <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> ymax = 1;</div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i < <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(); ++i) {</div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span>  ymax *= d[i - 1];</div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span>  }</div><div class="line"><a name="l00581"></a><span class="lineno"> 581</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] = ymax;</div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span>  <span class="keywordflow">return</span> s;</div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span>  }</div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span>  <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<3></a> FlatTo3D(<span class="keywordtype">int</span> axis_begin, <span class="keywordtype">int</span> axis_end)<span class="keyword"> const </span>{</div><div class="line"><a name="l00591"></a><span class="lineno"> 591</span>  CHECK(axis_end >= axis_begin);</div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span>  <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<3></a> s;</div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span>  CHECK(<a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())) << <span class="stringliteral">"shape must have a valid ndim"</span>;</div><div class="line"><a name="l00594"></a><span class="lineno"> 594</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() == 0) <span class="keywordflow">return</span> <a class="code" href="namespacemshadow.html#a2be3eab8d3469aa48c40d38881558bb9">mshadow::Shape3</a>(1, 1, 1);</div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *d = this->data();</div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] = 1;</div><div class="line"><a name="l00597"></a><span class="lineno"> 597</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] = 1;</div><div class="line"><a name="l00598"></a><span class="lineno"> 598</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[2] = 1;</div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span> </div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < axis_begin; ++i) {</div><div class="line"><a name="l00601"></a><span class="lineno"> 601</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] *= d[i];</div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span>  }</div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = axis_begin; i <= axis_end; ++i) {</div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] *= d[i];</div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span>  }</div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = axis_end + 1; i < <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(); ++i) {</div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span>  s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[2] *= d[i];</div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span>  }</div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span>  <span class="keywordflow">return</span> s;</div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span>  }</div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span>  <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<3></a> FlatTo3D(<span class="keywordtype">int</span> axis)<span class="keyword"> const </span>{</div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span>  <span class="keywordflow">return</span> FlatTo3D(axis, axis);</div><div class="line"><a name="l00618"></a><span class="lineno"> 618</span>  }</div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a3f5bf0c829271cb97fe101b0e2aca92a">operator==</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00620"></a><span class="lineno"> 620</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() != s.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>()) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span>  <span class="keywordflow">return</span> std::equal(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>());</div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span>  }</div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a7485dadaaef049b4d85850bffe6832af">operator!=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span>  <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s);</div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span>  }</div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a3f5bf0c829271cb97fe101b0e2aca92a">operator==</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span>  <span class="keywordflow">if</span> (<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a> != dim) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span>  <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> *d = dim <= <a class="code" href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">kStackCache</a> ? <a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a> : <a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>;</div><div class="line"><a name="l00635"></a><span class="lineno"> 635</span>  <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < dim; ++i) {</div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>  <span class="keywordflow">if</span> (d[i] != s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[i]) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00637"></a><span class="lineno"> 637</span>  }</div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00639"></a><span class="lineno"> 639</span>  }</div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span>  <span class="keyword">template</span><<span class="keywordtype">int</span> dim></div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span>  <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a7485dadaaef049b4d85850bffe6832af">operator!=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape<dim></a> &s)<span class="keyword"> const </span>{</div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span>  <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s);</div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span>  }</div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span> };</div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span> </div><div class="line"><a name="l00653"></a><span class="lineno"><a class="line" href="namespacemxnet.html#afb878a67c0368b32a9baf1ef654eb855"> 653</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& x) {</div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span>  <span class="keywordflow">return</span> <a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(x.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>());</div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span> }</div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span> </div><div class="line"><a name="l00658"></a><span class="lineno"><a class="line" href="namespacemxnet.html#abfa461d1d4f7eca161d63c5e60e7217f"> 658</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& x, <span class="keyword">const</span> <span class="keywordtype">int</span> idx) {</div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span>  CHECK(idx >= 0 && idx < x.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>())</div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span>  << <span class="stringliteral">"idx = "</span> << idx << <span class="stringliteral">" exceeds shape dimension range [0, "</span> << x.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>() << <span class="stringliteral">")"</span>;</div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span>  <span class="keywordflow">return</span> <a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(x[idx]);</div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span> }</div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span> </div><div class="line"><a name="l00666"></a><span class="lineno"><a class="line" href="namespacemxnet.html#a6c29d398f4166fdc0f95f63ce0ef66ee"> 666</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a6c29d398f4166fdc0f95f63ce0ef66ee">shape_is_known</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& x) {</div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">ndim_is_known</a>(x)) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < x.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(); ++i) {</div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">dim_size_is_known</a>(x, i)) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span>  }</div><div class="line"><a name="l00671"></a><span class="lineno"> 671</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span> }</div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span> </div><div class="line"><a name="l00674"></a><span class="lineno"><a class="line" href="namespacemxnet.html#aae7f255485143a22ed0274d70598e562"> 674</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="namespacemxnet.html#a6c29d398f4166fdc0f95f63ce0ef66ee">shape_is_known</a>(<span class="keyword">const</span> std::vector<TShape>& shapes) {</div><div class="line"><a name="l00675"></a><span class="lineno"> 675</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a>& shape : shapes) {</div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span>  <span class="keywordflow">if</span> (!<a class="code" href="namespacemxnet.html#a6c29d398f4166fdc0f95f63ce0ef66ee">shape_is_known</a>(shape)) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00677"></a><span class="lineno"> 677</span>  }</div><div class="line"><a name="l00678"></a><span class="lineno"> 678</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00679"></a><span class="lineno"> 679</span> }</div><div class="line"><a name="l00680"></a><span class="lineno"> 680</span> </div><div class="line"><a name="l00682"></a><span class="lineno"> 682</span> <span class="keyword">template</span><<span class="keyword">typename</span> SrcIter, <span class="keyword">typename</span> DstIter></div><div class="line"><a name="l00683"></a><span class="lineno"><a class="line" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9"> 683</a></span> <span class="keyword">inline</span> DstIter <a class="code" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">ShapeTypeCast</a>(<span class="keyword">const</span> SrcIter <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>,</div><div class="line"><a name="l00684"></a><span class="lineno"> 684</span>  <span class="keyword">const</span> SrcIter <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>,</div><div class="line"><a name="l00685"></a><span class="lineno"> 685</span>  DstIter dst_begin) {</div><div class="line"><a name="l00686"></a><span class="lineno"> 686</span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> std::iterator_traits<SrcIter>::value_type SrcDType;</div><div class="line"><a name="l00687"></a><span class="lineno"> 687</span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> std::iterator_traits<DstIter>::value_type DstDType;</div><div class="line"><a name="l00688"></a><span class="lineno"> 688</span>  <span class="keyword">auto</span> cast = [](<span class="keyword">const</span> SrcDType& dim) { <span class="keywordflow">return</span> <span class="keyword">static_cast<</span>DstDType<span class="keyword">></span>(dim); };</div><div class="line"><a name="l00689"></a><span class="lineno"> 689</span>  <span class="keywordflow">return</span> std::transform(begin, end, dst_begin, cast);</div><div class="line"><a name="l00690"></a><span class="lineno"> 690</span> }</div><div class="line"><a name="l00691"></a><span class="lineno"> 691</span> </div><div class="line"><a name="l00693"></a><span class="lineno"> 693</span> <span class="keyword">template</span><<span class="keyword">typename</span> SrcIter></div><div class="line"><a name="l00694"></a><span class="lineno"><a class="line" href="namespacemxnet.html#ae0aa7f65ef62500c7c978d4f577ff8bf"> 694</a></span> <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1TShape.html">TShape</a> <a class="code" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">ShapeTypeCast</a>(<span class="keyword">const</span> SrcIter <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>, <span class="keyword">const</span> SrcIter <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>) {</div><div class="line"><a name="l00695"></a><span class="lineno"> 695</span>  <span class="keywordtype">size_t</span> <a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a> = std::distance(begin, end);</div><div class="line"><a name="l00696"></a><span class="lineno"> 696</span>  <a class="code" href="classmxnet_1_1TShape.html">TShape</a> res(ndim, -1);</div><div class="line"><a name="l00697"></a><span class="lineno"> 697</span>  <a class="code" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">ShapeTypeCast</a>(begin, end, res.<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>());</div><div class="line"><a name="l00698"></a><span class="lineno"> 698</span>  <span class="keywordflow">return</span> res;</div><div class="line"><a name="l00699"></a><span class="lineno"> 699</span> }</div><div class="line"><a name="l00700"></a><span class="lineno"> 700</span> </div><div class="line"><a name="l00702"></a><span class="lineno"> 702</span> <span class="keyword">template</span><<span class="keyword">typename</span> ValueType></div><div class="line"><a name="l00703"></a><span class="lineno"> 703</span> <span class="keyword">template</span><<span class="keyword">typename</span> DType, <span class="keyword">typename</span> TStream></div><div class="line"><a name="l00704"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#ae9bc3f0212ffcb099d60090fc3b59407"> 704</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmxnet_1_1Tuple.html#a1204402381559088dc96333c9b9f981e">Tuple<ValueType>::Save</a>(TStream *strm)<span class="keyword"> const </span>{</div><div class="line"><a name="l00705"></a><span class="lineno"> 705</span>  strm->Write(&<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>, <span class="keyword">sizeof</span>(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>));</div><div class="line"><a name="l00706"></a><span class="lineno"> 706</span>  <span class="keywordflow">if</span> (<span class="keyword">typeid</span>(DType) == <span class="keyword">typeid</span>(ValueType)) {</div><div class="line"><a name="l00707"></a><span class="lineno"> 707</span>  strm->Write(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), <span class="keyword">sizeof</span>(ValueType) * <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00708"></a><span class="lineno"> 708</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00709"></a><span class="lineno"> 709</span>  std::vector<DType> buffer(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00710"></a><span class="lineno"> 710</span>  <a class="code" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">ShapeTypeCast</a>(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), <a class="code" href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">end</a>(), buffer.data());</div><div class="line"><a name="l00711"></a><span class="lineno"> 711</span>  strm->Write(buffer.data(), <span class="keyword">sizeof</span>(DType) * <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00712"></a><span class="lineno"> 712</span>  }</div><div class="line"><a name="l00713"></a><span class="lineno"> 713</span> }</div><div class="line"><a name="l00714"></a><span class="lineno"> 714</span> </div><div class="line"><a name="l00716"></a><span class="lineno"> 716</span> <span class="keyword">template</span><<span class="keyword">typename</span> ValueType></div><div class="line"><a name="l00717"></a><span class="lineno"> 717</span> <span class="keyword">template</span><<span class="keyword">typename</span> DType, <span class="keyword">typename</span> TStream></div><div class="line"><a name="l00718"></a><span class="lineno"><a class="line" href="classmxnet_1_1Tuple.html#a9562fef3891815253867c79bb24316af"> 718</a></span> <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmxnet_1_1Tuple.html#a73c8f3c2933f17a1fe164a71605d1b8e">Tuple<ValueType>::Load</a>(TStream *strm) {</div><div class="line"><a name="l00719"></a><span class="lineno"> 719</span>  <span class="keywordflow">if</span> (strm->Read(&<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>, <span class="keyword">sizeof</span>(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>)) != <span class="keyword">sizeof</span>(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>)) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00720"></a><span class="lineno"> 720</span>  this-><a class="code" href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">SetDim</a>(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00721"></a><span class="lineno"> 721</span>  <span class="keywordtype">size_t</span> nread = <span class="keyword">sizeof</span>(DType) * <a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>;</div><div class="line"><a name="l00722"></a><span class="lineno"> 722</span>  <span class="keywordflow">if</span> (<span class="keyword">typeid</span>(DType) == <span class="keyword">typeid</span>(ValueType)) {</div><div class="line"><a name="l00723"></a><span class="lineno"> 723</span>  <span class="keywordflow">if</span> (strm->Read(<a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>(), nread) != nread) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00724"></a><span class="lineno"> 724</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00725"></a><span class="lineno"> 725</span>  std::vector<DType> buffer(<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div><div class="line"><a name="l00726"></a><span class="lineno"> 726</span>  <span class="keywordflow">if</span> (strm->Read(buffer.data(), nread) != nread) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00727"></a><span class="lineno"> 727</span>  <a class="code" href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">ShapeTypeCast</a>(buffer.begin(), buffer.end(), <a class="code" href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">begin</a>());</div><div class="line"><a name="l00728"></a><span class="lineno"> 728</span>  }</div><div class="line"><a name="l00729"></a><span class="lineno"> 729</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00730"></a><span class="lineno"> 730</span> }</div><div class="line"><a name="l00731"></a><span class="lineno"> 731</span> </div><div class="line"><a name="l00732"></a><span class="lineno"> 732</span> } <span class="comment">// namespace mxnet</span></div><div class="line"><a name="l00733"></a><span class="lineno"> 733</span> </div><div class="line"><a name="l00734"></a><span class="lineno"> 734</span> <span class="keyword">namespace </span><a class="code" href="namespacestd.html">std</a> {</div><div class="line"><a name="l00736"></a><span class="lineno"> 736</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00737"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html"> 737</a></span> <span class="keyword">struct </span>hash<<a class="code" href="namespacemxnet.html">mxnet</a>::<a class="code" href="classmxnet_1_1Tuple.html#a8ab381de010f2d03638ab65d52c52336">Tuple</a><T> > {</div><div class="line"><a name="l00739"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#a397df7c939aac70616400eba91a129ce"> 739</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="structstd_1_1hash_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#a397df7c939aac70616400eba91a129ce">operator()</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">mxnet::Tuple<T></a>& val)<span class="keyword"> const </span>{</div><div class="line"><a name="l00740"></a><span class="lineno"> 740</span>  std::hash<int> hash_int;</div><div class="line"><a name="l00741"></a><span class="lineno"> 741</span>  <span class="keywordtype">size_t</span> res = hash_int(val.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>());</div><div class="line"><a name="l00742"></a><span class="lineno"> 742</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < val.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(); ++i) {</div><div class="line"><a name="l00743"></a><span class="lineno"> 743</span>  res = <a class="code" href="namespacedmlc.html#a8620a9c7572cd3aab1ed3135b7a8e137">dmlc::HashCombine</a>(res, val[i]);</div><div class="line"><a name="l00744"></a><span class="lineno"> 744</span>  }</div><div class="line"><a name="l00745"></a><span class="lineno"> 745</span>  <span class="keywordflow">return</span> res;</div><div class="line"><a name="l00746"></a><span class="lineno"> 746</span>  }</div><div class="line"><a name="l00747"></a><span class="lineno"> 747</span> };</div><div class="line"><a name="l00748"></a><span class="lineno"> 748</span> </div><div class="line"><a name="l00750"></a><span class="lineno"> 750</span> <span class="keyword">template</span><></div><div class="line"><a name="l00751"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01mxnet_1_1TShape_01_4.html"> 751</a></span> <span class="keyword">struct </span>hash<<a class="code" href="namespacemxnet.html">mxnet</a>::TShape> {</div><div class="line"><a name="l00753"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01mxnet_1_1TShape_01_4.html#a7305c083964b0129394db8b8f4fd6fe9"> 753</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="structstd_1_1hash_3_01mxnet_1_1TShape_01_4.html#a7305c083964b0129394db8b8f4fd6fe9">operator()</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1TShape.html">mxnet::TShape</a>& val)<span class="keyword"> const </span>{</div><div class="line"><a name="l00754"></a><span class="lineno"> 754</span>  std::hash<int> hash_int;</div><div class="line"><a name="l00755"></a><span class="lineno"> 755</span>  <span class="keywordtype">size_t</span> res = hash_int(val.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>());</div><div class="line"><a name="l00756"></a><span class="lineno"> 756</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < val.<a class="code" href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">ndim</a>(); ++i) {</div><div class="line"><a name="l00757"></a><span class="lineno"> 757</span>  res = <a class="code" href="namespacedmlc.html#a8620a9c7572cd3aab1ed3135b7a8e137">dmlc::HashCombine</a>(res, val[i]);</div><div class="line"><a name="l00758"></a><span class="lineno"> 758</span>  }</div><div class="line"><a name="l00759"></a><span class="lineno"> 759</span>  <span class="keywordflow">return</span> res;</div><div class="line"><a name="l00760"></a><span class="lineno"> 760</span>  }</div><div class="line"><a name="l00761"></a><span class="lineno"> 761</span> };</div><div class="line"><a name="l00762"></a><span class="lineno"> 762</span> } <span class="comment">// namespace std</span></div><div class="line"><a name="l00763"></a><span class="lineno"> 763</span> </div><div class="line"><a name="l00764"></a><span class="lineno"> 764</span> <span class="keyword">namespace </span><a class="code" href="namespacedmlc.html">dmlc</a> {</div><div class="line"><a name="l00766"></a><span class="lineno"> 766</span> <a class="code" href="type__traits_8h.html#ada1b1bad88ec717de715829068ff0d3e">DMLC_DECLARE_TYPE_NAME</a>(optional<mxnet::TShape>, <span class="stringliteral">"Shape or None"</span>);</div><div class="line"><a name="l00767"></a><span class="lineno"> 767</span> <a class="code" href="type__traits_8h.html#ada1b1bad88ec717de715829068ff0d3e">DMLC_DECLARE_TYPE_NAME</a>(optional<<a class="code" href="classmxnet_1_1Tuple.html">mxnet::Tuple<int></a>>, <span class="stringliteral">"Shape or None"</span>);</div><div class="line"><a name="l00768"></a><span class="lineno"> 768</span> <span class="comment">// avoid low version of MSVC</span></div><div class="line"><a name="l00769"></a><span class="lineno"> 769</span> <span class="preprocessor">#if !(defined(_MSC_VER) && _MSC_VER < 1900)</span></div><div class="line"><a name="l00770"></a><span class="lineno"> 770</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00771"></a><span class="lineno"><a class="line" href="structdmlc_1_1type__name__helper_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html"> 771</a></span> <span class="keyword">struct </span><a class="code" href="structdmlc_1_1type__name__helper.html">type_name_helper</a><<a class="code" href="namespacemxnet.html">mxnet</a>::<a class="code" href="classmxnet_1_1Tuple.html#a8ab381de010f2d03638ab65d52c52336">Tuple</a><T> > {</div><div class="line"><a name="l00772"></a><span class="lineno"><a class="line" href="structdmlc_1_1type__name__helper_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#ab9413b36cc49f819c368a16871a65af8"> 772</a></span>  <span class="keyword">static</span> <span class="keyword">inline</span> std::string <a class="code" href="structdmlc_1_1type__name__helper_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#ab9413b36cc49f819c368a16871a65af8">value</a>() {</div><div class="line"><a name="l00773"></a><span class="lineno"> 773</span>  <span class="keywordflow">return</span> <span class="stringliteral">"tuple of <"</span> + type_name<T>() + <span class="stringliteral">">"</span>;</div><div class="line"><a name="l00774"></a><span class="lineno"> 774</span>  }</div><div class="line"><a name="l00775"></a><span class="lineno"> 775</span> };</div><div class="line"><a name="l00776"></a><span class="lineno"> 776</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00777"></a><span class="lineno"> 777</span> } <span class="comment">// namespace dmlc</span></div><div class="line"><a name="l00778"></a><span class="lineno"> 778</span> </div><div class="line"><a name="l00779"></a><span class="lineno"> 779</span> <span class="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div><div class="line"><a name="l00793"></a><span class="lineno"><a class="line" href="namespacemxnet.html#a87e1c30aafac389774c6f4d905c0e5ea"> 793</a></span> <span class="keyword">using</span> <a class="code" href="namespacemxnet.html#a87e1c30aafac389774c6f4d905c0e5ea">ShapeVector</a> = std::vector<mxnet::TShape>;</div><div class="line"><a name="l00794"></a><span class="lineno"> 794</span> </div><div class="line"><a name="l00805"></a><span class="lineno"><a class="line" href="namespacemxnet.html#ad58e24850ee80ff4ccfe160fd1ffa6c1"> 805</a></span> <span class="keyword">using</span> <a class="code" href="namespacemxnet.html#ad58e24850ee80ff4ccfe160fd1ffa6c1">FInferShape</a> = <a class="code" href="namespacennvm.html#a39a12a38eb8f3ac625170e8be2099d57">nnvm::FInferNodeEntryAttr<mxnet::TShape></a>;</div><div class="line"><a name="l00806"></a><span class="lineno"> 806</span> </div><div class="line"><a name="l00807"></a><span class="lineno"> 807</span> } <span class="comment">// namespace mxnet</span></div><div class="line"><a name="l00808"></a><span class="lineno"> 808</span> </div><div class="line"><a name="l00809"></a><span class="lineno"> 809</span> <span class="preprocessor">#endif // MXNET_TUPLE_H_</span></div><div class="ttc" id="type__traits_8h_html_ada1b1bad88ec717de715829068ff0d3e"><div class="ttname"><a href="type__traits_8h.html#ada1b1bad88ec717de715829068ff0d3e">DMLC_DECLARE_TYPE_NAME</a></div><div class="ttdeci">#define DMLC_DECLARE_TYPE_NAME(Type, Name)</div><div class="ttdoc">macro to quickly declare traits information </div><div class="ttdef"><b>Definition:</b> type_traits.h:133</div></div> |
| <div class="ttc" id="structdmlc_1_1type__name__helper_html"><div class="ttname"><a href="structdmlc_1_1type__name__helper.html">dmlc::type_name_helper</a></div><div class="ttdoc">helper class to construct a string that represents type name </div><div class="ttdef"><b>Definition:</b> type_traits.h:86</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a31b66af0aa09d7bb21cad939f960b5f1"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a31b66af0aa09d7bb21cad939f960b5f1">mxnet::Tuple::operator=</a></div><div class="ttdeci">Tuple< ValueType > & operator=(const Tuple< ValueType > &src)</div><div class="ttdoc">assignment from another tuple. </div><div class="ttdef"><b>Definition:</b> tuple.h:134</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a3f5bf0c829271cb97fe101b0e2aca92a"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a3f5bf0c829271cb97fe101b0e2aca92a">mxnet::Tuple::operator==</a></div><div class="ttdeci">bool operator==(const Tuple< ValueType > &s) const </div><div class="ttdef"><b>Definition:</b> tuple.h:164</div></div> |
| <div class="ttc" id="structstd_1_1hash_3_01mxnet_1_1TShape_01_4_html_a7305c083964b0129394db8b8f4fd6fe9"><div class="ttname"><a href="structstd_1_1hash_3_01mxnet_1_1TShape_01_4.html#a7305c083964b0129394db8b8f4fd6fe9">std::hash< mxnet::TShape >::operator()</a></div><div class="ttdeci">size_t operator()(const mxnet::TShape &val) const </div><div class="ttdoc">hash a TShape into unsigned int </div><div class="ttdef"><b>Definition:</b> tuple.h:753</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_acb4f823185342cbcb2a3628e01bd9341"><div class="ttname"><a href="classmxnet_1_1Tuple.html#acb4f823185342cbcb2a3628e01bd9341">mxnet::Tuple::operator=</a></div><div class="ttdeci">Tuple< ValueType > & operator=(Tuple< ValueType > &&src)</div><div class="ttdoc">assignment from rvalue of another tuple. </div><div class="ttdef"><b>Definition:</b> tuple.h:147</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_ac5b99783c553d0a2d59891a4015a99e5"><div class="ttname"><a href="classmxnet_1_1TShape.html#ac5b99783c553d0a2d59891a4015a99e5">mxnet::TShape::data</a></div><div class="ttdeci">dim_t * data()</div><div class="ttdef"><b>Definition:</b> tuple.h:527</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_a51666e9d7a8e85cfa74372f534e8e0a4"><div class="ttname"><a href="classmxnet_1_1TShape.html#a51666e9d7a8e85cfa74372f534e8e0a4">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape(const Tuple< dim_t > &s)</div><div class="ttdoc">copy constructor of TShape </div><div class="ttdef"><b>Definition:</b> tuple.h:434</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_aed4c55d30bdc9e76bfb04895cab2bde1"><div class="ttname"><a href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">mxnet::Tuple::data_stack_</a></div><div class="ttdeci">ValueType data_stack_[kStackCache]</div><div class="ttdoc">in stack space used to store shape when it is small </div><div class="ttdef"><b>Definition:</b> tuple.h:367</div></div> |
| <div class="ttc" id="namespacemxnet_html"><div class="ttname"><a href="namespacemxnet.html">mxnet</a></div><div class="ttdoc">namespace of mxnet </div><div class="ttdef"><b>Definition:</b> base.h:89</div></div> |
| <div class="ttc" id="structmshadow_1_1Shape_html"><div class="ttname"><a href="structmshadow_1_1Shape.html">mshadow::Shape< dim ></a></div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_a9e6ea361fb7a9ac41d92d2a722863448"><div class="ttname"><a href="classmxnet_1_1TShape.html#a9e6ea361fb7a9ac41d92d2a722863448">mxnet::TShape::operator=</a></div><div class="ttdeci">TShape & operator=(Tuple< dim_t > &&src)</div><div class="ttdoc">move assignment function from tshape </div><div class="ttdef"><b>Definition:</b> tuple.h:489</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a5088886fed4c9c8a24380e411a3f8896"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a5088886fed4c9c8a24380e411a3f8896">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple(std::initializer_list< ValueType > init)</div><div class="ttdoc">constructor from initializer list </div><div class="ttdef"><b>Definition:</b> tuple.h:77</div></div> |
| <div class="ttc" id="structstd_1_1hash_3_01mxnet_1_1Tuple_3_01T_01_4_01_4_html_a397df7c939aac70616400eba91a129ce"><div class="ttname"><a href="structstd_1_1hash_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#a397df7c939aac70616400eba91a129ce">std::hash< mxnet::Tuple< T > >::operator()</a></div><div class="ttdeci">size_t operator()(const mxnet::Tuple< T > &val) const </div><div class="ttdoc">hash a Tuple into unsigned int </div><div class="ttdef"><b>Definition:</b> tuple.h:739</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_a74881332c1b26d53ff7b41dfaa0656de"><div class="ttname"><a href="classmxnet_1_1TShape.html#a74881332c1b26d53ff7b41dfaa0656de">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape()</div><div class="ttdoc">default constructor </div><div class="ttdef"><b>Definition:</b> tuple.h:416</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:241</div></div> |
| <div class="ttc" id="namespacemxnet_html_af0b1cf5c3dc47bf0e258fa888323a3d9"><div class="ttname"><a href="namespacemxnet.html#af0b1cf5c3dc47bf0e258fa888323a3d9">mxnet::ShapeTypeCast</a></div><div class="ttdeci">DstIter ShapeTypeCast(const SrcIter begin, const SrcIter end, DstIter dst_begin)</div><div class="ttdoc">helper function to cast type of container elements </div><div class="ttdef"><b>Definition:</b> tuple.h:683</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_aed8176d7b46457ebe8cc3aba0d88fbb3"><div class="ttname"><a href="classmxnet_1_1Tuple.html#aed8176d7b46457ebe8cc3aba0d88fbb3">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple(Tuple< ValueType > &&src)</div><div class="ttdoc">move constructor from Tuple </div><div class="ttdef"><b>Definition:</b> tuple.h:92</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a73c8f3c2933f17a1fe164a71605d1b8e"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a73c8f3c2933f17a1fe164a71605d1b8e">mxnet::Tuple::Load</a></div><div class="ttdeci">void Load(dmlc::JSONReader *reader)</div><div class="ttdoc">Load Tuple from JSON. </div><div class="ttdef"><b>Definition:</b> tuple.h:236</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_a08108e89fb9f20daa979fc778b864ecb"><div class="ttname"><a href="classmxnet_1_1TShape.html#a08108e89fb9f20daa979fc778b864ecb">mxnet::TShape::data</a></div><div class="ttdeci">const dim_t * data() const </div><div class="ttdef"><b>Definition:</b> tuple.h:523</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a2fa519288bdce42447674e78fa4c6fda"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">mxnet::Tuple::assign</a></div><div class="ttdeci">void assign(RandomAccessIterator begin, RandomAccessIterator end)</div><div class="ttdoc">Assign content to tuple from iterator. </div><div class="ttdef"><b>Definition:</b> tuple.h:113</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_adad594655584ba36e3cab517fb20f492"><div class="ttname"><a href="classmxnet_1_1Tuple.html#adad594655584ba36e3cab517fb20f492">mxnet::Tuple::end</a></div><div class="ttdeci">ValueType * end()</div><div class="ttdef"><b>Definition:</b> tuple.h:189</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_adc8629f186497cf699fa9674f5ad32f6"><div class="ttname"><a href="classmxnet_1_1TShape.html#adc8629f186497cf699fa9674f5ad32f6">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape(RandomAccessIterator begin, RandomAccessIterator end)</div><div class="ttdoc">construct the Tuple from content of iterator. This function is enforced with template arguments of ra...</div><div class="ttdef"><b>Definition:</b> tuple.h:467</div></div> |
| <div class="ttc" id="3rdparty_2tvm_2nnvm_2include_2nnvm_2graph__attr__types_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2graph__attr__types_8h.html">graph_attr_types.h</a></div><div class="ttdoc">Data structures that can appear in graph attributes. </div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_af489de3d960f1c29221048e0c04d1280"><div class="ttname"><a href="classmxnet_1_1Tuple.html#af489de3d960f1c29221048e0c04d1280">mxnet::Tuple::operator[]</a></div><div class="ttdeci">ValueType & operator[](int i)</div><div class="ttdoc">get corresponding index </div><div class="ttdef"><b>Definition:</b> tuple.h:201</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a7063c931de0612334a307c78bc77ddf8"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a7063c931de0612334a307c78bc77ddf8">mxnet::Tuple::operator[]</a></div><div class="ttdeci">const ValueType & operator[](int i) const </div><div class="ttdoc">get corresponding index </div><div class="ttdef"><b>Definition:</b> tuple.h:215</div></div> |
| <div class="ttc" id="namespacedmlc_html_a8620a9c7572cd3aab1ed3135b7a8e137"><div class="ttname"><a href="namespacedmlc.html#a8620a9c7572cd3aab1ed3135b7a8e137">dmlc::HashCombine</a></div><div class="ttdeci">size_t HashCombine(size_t key, const T &value)</div><div class="ttdoc">hash an object and combines the key with previous keys </div><div class="ttdef"><b>Definition:</b> common.h:37</div></div> |
| <div class="ttc" id="namespacemxnet_html_a87e1c30aafac389774c6f4d905c0e5ea"><div class="ttname"><a href="namespacemxnet.html#a87e1c30aafac389774c6f4d905c0e5ea">mxnet::ShapeVector</a></div><div class="ttdeci">std::vector< mxnet::TShape > ShapeVector</div><div class="ttdoc">The result holder of shape of each NodeEntry in the graph. </div><div class="ttdef"><b>Definition:</b> tuple.h:793</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_aee2c62a87022e0bd4015cf7e94025b5b"><div class="ttname"><a href="classmxnet_1_1TShape.html#aee2c62a87022e0bd4015cf7e94025b5b">mxnet::TShape::Size</a></div><div class="ttdeci">size_t Size() const </div><div class="ttdef"><b>Definition:</b> tuple.h:494</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_ad5a51dab602640f405ed02adcbddae76"><div class="ttname"><a href="classmxnet_1_1Tuple.html#ad5a51dab602640f405ed02adcbddae76">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple(const Tuple< ValueType > &s)</div><div class="ttdoc">copy constructor from another tuple </div><div class="ttdef"><b>Definition:</b> tuple.h:66</div></div> |
| <div class="ttc" id="classdmlc_1_1JSONReader_html"><div class="ttname"><a href="classdmlc_1_1JSONReader.html">dmlc::JSONReader</a></div><div class="ttdoc">Lightweight JSON Reader to read any STL compositions and structs. The user need to know the schema of...</div><div class="ttdef"><b>Definition:</b> json.h:44</div></div> |
| <div class="ttc" id="namespacedmlc_html_a52dcf01c9ba22be9b08e455194fb2ab3"><div class="ttname"><a href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">dmlc::isspace</a></div><div class="ttdeci">bool isspace(char c)</div><div class="ttdoc">Inline implementation of isspace(). Tests whether the given character is a whitespace letter...</div><div class="ttdef"><b>Definition:</b> strtonum.h:26</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a361c7b85d10b37eeb25de15379081d17"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a361c7b85d10b37eeb25de15379081d17">mxnet::Tuple::~Tuple</a></div><div class="ttdeci">~Tuple()</div><div class="ttdoc">destructor </div><div class="ttdef"><b>Definition:</b> tuple.h:59</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_aed240b2029b4a1af42f39ce53a1f3689"><div class="ttname"><a href="classmxnet_1_1Tuple.html#aed240b2029b4a1af42f39ce53a1f3689">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple(std::vector< ValueType > init)</div><div class="ttdoc">constructor from vector </div><div class="ttdef"><b>Definition:</b> tuple.h:84</div></div> |
| <div class="ttc" id="namespacedmlc_html"><div class="ttname"><a href="namespacedmlc.html">dmlc</a></div><div class="ttdoc">namespace for dmlc </div><div class="ttdef"><b>Definition:</b> array_view.h:12</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a13e6f844b1d6d74a6864f2990702811e"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a13e6f844b1d6d74a6864f2990702811e">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple(RandomAccessIterator begin, RandomAccessIterator end)</div><div class="ttdoc">construct the Tuple from content of iterator </div><div class="ttdef"><b>Definition:</b> tuple.h:102</div></div> |
| <div class="ttc" id="classdmlc_1_1JSONWriter_html_ac16c9b279f64512117fdefb2ede8662d"><div class="ttname"><a href="classdmlc_1_1JSONWriter.html#ac16c9b279f64512117fdefb2ede8662d">dmlc::JSONWriter::Write</a></div><div class="ttdeci">void Write(const ValueType &value)</div><div class="ttdoc">Write value to json. </div></div> |
| <div class="ttc" id="namespacemxnet_html_a4ddc5fdc5ddb39296ad9606e99fdcd5a"><div class="ttname"><a href="namespacemxnet.html#a4ddc5fdc5ddb39296ad9606e99fdcd5a">mxnet::dim_size_is_known</a></div><div class="ttdeci">bool dim_size_is_known(const dim_t dim_size)</div><div class="ttdef"><b>Definition:</b> tuple.h:395</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a8ab381de010f2d03638ab65d52c52336"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a8ab381de010f2d03638ab65d52c52336">mxnet::Tuple::Tuple</a></div><div class="ttdeci">Tuple()=default</div><div class="ttdoc">default constructor </div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_ab2896f3e9701715ac70934b98d31bba2"><div class="ttname"><a href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">mxnet::Tuple::num_heap_allocated_</a></div><div class="ttdeci">int num_heap_allocated_</div><div class="ttdoc">number of cells allocated in data_heap_ </div><div class="ttdef"><b>Definition:</b> tuple.h:365</div></div> |
| <div class="ttc" id="structdmlc_1_1type__name__helper_3_01mxnet_1_1Tuple_3_01T_01_4_01_4_html_ab9413b36cc49f819c368a16871a65af8"><div class="ttname"><a href="structdmlc_1_1type__name__helper_3_01mxnet_1_1Tuple_3_01T_01_4_01_4.html#ab9413b36cc49f819c368a16871a65af8">dmlc::type_name_helper< mxnet::Tuple< T > >::value</a></div><div class="ttdeci">static std::string value()</div><div class="ttdef"><b>Definition:</b> tuple.h:772</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a69b5d9b088d983ebc6f975708568d1ae"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a69b5d9b088d983ebc6f975708568d1ae">mxnet::Tuple::kStackCache</a></div><div class="ttdeci">static const int kStackCache</div><div class="ttdef"><b>Definition:</b> tuple.h:361</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a236656e6993ba68509ff7a448db03139"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a236656e6993ba68509ff7a448db03139">mxnet::Tuple::end</a></div><div class="ttdeci">const ValueType * end() const </div><div class="ttdef"><b>Definition:</b> tuple.h:185</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a6e95fa68089ea9d465a383d5e32a4758"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a6e95fa68089ea9d465a383d5e32a4758">mxnet::Tuple::SetDim</a></div><div class="ttdeci">void SetDim(int ndim)</div><div class="ttdef"><b>Definition:</b> tuple.h:371</div></div> |
| <div class="ttc" id="namespacennvm_html_a39a12a38eb8f3ac625170e8be2099d57"><div class="ttname"><a href="namespacennvm.html#a39a12a38eb8f3ac625170e8be2099d57">nnvm::FInferNodeEntryAttr</a></div><div class="ttdeci">std::function< bool(const NodeAttrs &attrs, std::vector< AttrType > *in_attrs, std::vector< AttrType > *out_attrs)> FInferNodeEntryAttr</div><div class="ttdoc">Inference function of certain type. </div><div class="ttdef"><b>Definition:</b> op_attr_types.h:95</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_afa1c967366ffdc49d346b75f005cf970"><div class="ttname"><a href="classmxnet_1_1Tuple.html#afa1c967366ffdc49d346b75f005cf970">mxnet::Tuple::swap</a></div><div class="ttdeci">void swap(Tuple< ValueType > &other)</div><div class="ttdoc">Swap current object with other. </div><div class="ttdef"><b>Definition:</b> tuple.h:123</div></div> |
| <div class="ttc" id="structmshadow_1_1Shape_html_a398d94165ccfbaf1ba0e8fcbedfe48c6"><div class="ttname"><a href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">mshadow::Shape::shape_</a></div><div class="ttdeci">index_t shape_[kDimension]</div><div class="ttdoc">storing the dimension information </div><div class="ttdef"><b>Definition:</b> tensor.h:57</div></div> |
| <div class="ttc" id="pass_8h_html"><div class="ttname"><a href="pass_8h.html">pass.h</a></div><div class="ttdoc">Pass that can be applied to a graph. </div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_ad336e167d87da28c35777331453d6004"><div class="ttname"><a href="classmxnet_1_1TShape.html#ad336e167d87da28c35777331453d6004">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape(Tuple< dim_t > &&s)</div><div class="ttdoc">move constructor. </div><div class="ttdef"><b>Definition:</b> tuple.h:452</div></div> |
| <div class="ttc" id="classdmlc_1_1JSONReader_html_a74487e106bca0cc16b676f539f69a4bf"><div class="ttname"><a href="classdmlc_1_1JSONReader.html#a74487e106bca0cc16b676f539f69a4bf">dmlc::JSONReader::Read</a></div><div class="ttdeci">void Read(ValueType *out_value)</div><div class="ttdoc">Read next ValueType. </div></div> |
| <div class="ttc" id="namespacemshadow_html_ad2853583180a7dbe9cbf6b0e15ae60ef"><div class="ttname"><a href="namespacemshadow.html#ad2853583180a7dbe9cbf6b0e15ae60ef">mshadow::Shape2</a></div><div class="ttdeci">MSHADOW_XINLINE Shape< 2 > Shape2(index_t s0, index_t s1)</div><div class="ttdoc">construct a two dimension shape, stride will equal s0 </div><div class="ttdef"><b>Definition:</b> tensor.h:198</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html"><div class="ttname"><a href="classmxnet_1_1Tuple.html">mxnet::Tuple</a></div><div class="ttdoc">A dynamic sized array data structure that is optimized for storing small number of elements with same...</div><div class="ttdef"><b>Definition:</b> tuple.h:54</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_af3b61a79cef1f0e05078b33a5b3b7d16"><div class="ttname"><a href="classmxnet_1_1TShape.html#af3b61a79cef1f0e05078b33a5b3b7d16">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape(std::initializer_list< dim_t > init)</div><div class="ttdoc">constructor from initializer list </div><div class="ttdef"><b>Definition:</b> tuple.h:445</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="classmxnet_1_1Tuple_html_a66a7159c5472086aa689dcb7303bea41"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a66a7159c5472086aa689dcb7303bea41">mxnet::Tuple::begin</a></div><div class="ttdeci">const ValueType * begin() const </div><div class="ttdef"><b>Definition:</b> tuple.h:177</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a424233ed3bd43df18ae411f18b27a400"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">mxnet::Tuple::ndim_</a></div><div class="ttdeci">int ndim_</div><div class="ttdoc">number of dimension of the tuple </div><div class="ttdef"><b>Definition:</b> tuple.h:363</div></div> |
| <div class="ttc" id="classmxnet_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:413</div></div> |
| <div class="ttc" id="namespacemxnet_html_ad58e24850ee80ff4ccfe160fd1ffa6c1"><div class="ttname"><a href="namespacemxnet.html#ad58e24850ee80ff4ccfe160fd1ffa6c1">mxnet::FInferShape</a></div><div class="ttdeci">nnvm::FInferNodeEntryAttr< mxnet::TShape > FInferShape</div><div class="ttdoc">Shape inference function. Update the shapes given the input shape information. TShape.ndim() == -1 means the shape is still unknown. </div><div class="ttdef"><b>Definition:</b> tuple.h:805</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_ab0801b22863082aa8174adf3f2eb15e0"><div class="ttname"><a href="classmxnet_1_1TShape.html#ab0801b22863082aa8174adf3f2eb15e0">mxnet::TShape::operator=</a></div><div class="ttdeci">TShape & operator=(const Tuple< dim_t > &src)</div><div class="ttdoc">assignment function from tshape </div><div class="ttdef"><b>Definition:</b> tuple.h:476</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_a84de674f783e772300e3d9163ada27da"><div class="ttname"><a href="classmxnet_1_1TShape.html#a84de674f783e772300e3d9163ada27da">mxnet::TShape::TShape</a></div><div class="ttdeci">TShape(const int ndim, const dim_t value)</div><div class="ttdef"><b>Definition:</b> tuple.h:424</div></div> |
| <div class="ttc" id="classmxnet_1_1TShape_html_aa72c62b4d22066e55b77d0296a3dedf5"><div class="ttname"><a href="classmxnet_1_1TShape.html#aa72c62b4d22066e55b77d0296a3dedf5">mxnet::TShape::ProdShape</a></div><div class="ttdeci">size_t ProdShape(int dimstart, int dimend) const </div><div class="ttdef"><b>Definition:</b> tuple.h:509</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a0b256fbd00206384efb20873d39d5994"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a0b256fbd00206384efb20873d39d5994">mxnet::Tuple::ndim</a></div><div class="ttdeci">int ndim() const </div><div class="ttdef"><b>Definition:</b> tuple.h:193</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a328d45068a42cfdd125541c3bc50586b"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a328d45068a42cfdd125541c3bc50586b">mxnet::Tuple::operator=</a></div><div class="ttdeci">Tuple< ValueType > & operator=(std::initializer_list< ValueType > init)</div><div class="ttdoc">assignment from initializer list </div><div class="ttdef"><b>Definition:</b> tuple.h:156</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a7485dadaaef049b4d85850bffe6832af"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a7485dadaaef049b4d85850bffe6832af">mxnet::Tuple::operator!=</a></div><div class="ttdeci">bool operator!=(const Tuple< ValueType > &s) const </div><div class="ttdef"><b>Definition:</b> tuple.h:173</div></div> |
| <div class="ttc" id="namespacemxnet_html_a6c29d398f4166fdc0f95f63ce0ef66ee"><div class="ttname"><a href="namespacemxnet.html#a6c29d398f4166fdc0f95f63ce0ef66ee">mxnet::shape_is_known</a></div><div class="ttdeci">bool shape_is_known(const TShape &x)</div><div class="ttdef"><b>Definition:</b> tuple.h:666</div></div> |
| <div class="ttc" id="namespacemxnet_html_a429718781f8f77397f9437016511be6e"><div class="ttname"><a href="namespacemxnet.html#a429718781f8f77397f9437016511be6e">mxnet::ndim_is_known</a></div><div class="ttdeci">bool ndim_is_known(const int ndim)</div><div class="ttdef"><b>Definition:</b> tuple.h:389</div></div> |
| <div class="ttc" id="namespacemshadow_html_a2be3eab8d3469aa48c40d38881558bb9"><div class="ttname"><a href="namespacemshadow.html#a2be3eab8d3469aa48c40d38881558bb9">mshadow::Shape3</a></div><div class="ttdeci">MSHADOW_XINLINE Shape< 3 > Shape3(index_t s0, index_t s1, index_t s2)</div><div class="ttdoc">construct a three dimension shape, stride will equal s0 </div><div class="ttdef"><b>Definition:</b> tensor.h:209</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a35847de488bef5570c45ac44f572b755"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">mxnet::Tuple::data_heap_</a></div><div class="ttdeci">ValueType * data_heap_</div><div class="ttdoc">space to store shape when dimension is big </div><div class="ttdef"><b>Definition:</b> tuple.h:369</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a7a2569df075c59690ab78ed67081b970"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a7a2569df075c59690ab78ed67081b970">mxnet::Tuple::begin</a></div><div class="ttdeci">ValueType * begin()</div><div class="ttdef"><b>Definition:</b> tuple.h:181</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a0f33bc2b1cf75b9ef9d738e5fd9ea7ee"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee">mxnet::Tuple::operator>></a></div><div class="ttdeci">friend std::istream & operator>>(std::istream &is, Tuple< ValueType > &t)</div><div class="ttdoc">read tuple from the istream </div><div class="ttdef"><b>Definition:</b> tuple.h:271</div></div> |
| <div class="ttc" id="include_2mxnet_2c__api_8h_html_ab15fcfeedbe50ea6db54a98b582d7eaf"><div class="ttname"><a href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a></div><div class="ttdeci">int64_t dim_t</div><div class="ttdoc">data type to store dim size </div><div class="ttdef"><b>Definition:</b> c_api.h:62</div></div> |
| <div class="ttc" id="namespacedmlc_html_a5dab1c816301d0261e96d002ab157d3a"><div class="ttname"><a href="namespacedmlc.html#a5dab1c816301d0261e96d002ab157d3a">dmlc::isdigit</a></div><div class="ttdeci">bool isdigit(char c)</div><div class="ttdoc">Inline implementation of isdigit(). Tests whether the given character is a decimal digit...</div><div class="ttdef"><b>Definition:</b> strtonum.h:46</div></div> |
| <div class="ttc" id="3rdparty_2tvm_2nnvm_2include_2nnvm_2op__attr__types_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2op__attr__types_8h.html">op_attr_types.h</a></div><div class="ttdoc">Data structures that can appear in operator attributes. </div></div> |
| <div class="ttc" id="classdmlc_1_1JSONWriter_html"><div class="ttname"><a href="classdmlc_1_1JSONWriter.html">dmlc::JSONWriter</a></div><div class="ttdoc">Lightweight json to write any STL compositions. </div><div class="ttdef"><b>Definition:</b> json.h:189</div></div> |
| <div class="ttc" id="classmxnet_1_1Tuple_html_a1204402381559088dc96333c9b9f981e"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a1204402381559088dc96333c9b9f981e">mxnet::Tuple::Save</a></div><div class="ttdeci">void Save(dmlc::JSONWriter *writer) const </div><div class="ttdoc">Save Tuple to JSON. </div><div class="ttdef"><b>Definition:</b> tuple.h:228</div></div> |
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