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<a href="3rdparty_2tvm_2nnvm_2include_2nnvm_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>&#160;<span class="comment">/*</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> * or more contributor license agreements. See the NOTICE file</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * distributed with this work for additional information</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> * regarding copyright ownership. The ASF licenses this file</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * to you under the Apache License, Version 2.0 (the</span></div>
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<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; </div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#ifndef NNVM_TUPLE_H_</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="preprocessor">#define NNVM_TUPLE_H_</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; </div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#include &lt;iostream&gt;</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="preprocessor">#include &lt;type_traits&gt;</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; </div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h.html">base.h</a>&quot;</span></div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; </div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacennvm.html">nnvm</a> {</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; </div>
<div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a"> 39</a></span>&#160;<span class="keyword">typedef</span> int64_t <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a>;</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; </div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> ValueType&gt;</div>
<div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html"> 52</a></span>&#160;<span class="keyword">class </span><a class="code" href="classnnvm_1_1Tuple.html">Tuple</a> {</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; <span class="keyword">public</span>:</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <a class="code" href="classnnvm_1_1Tuple.html#a96339f99a102ba80329dfd38f4bbd8d7">Tuple</a>() = <span class="keywordflow">default</span>;</div>
<div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a0aaf6ae47fdf6af1dd2141e892f6a4fe"> 57</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a0aaf6ae47fdf6af1dd2141e892f6a4fe">~Tuple</a>() { <span class="keyword">delete</span>[] <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>; }</div>
<div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a2889534b8584905bb3080fdf4a752511"> 62</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a2889534b8584905bb3080fdf4a752511">Tuple</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; s) { this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(s.<a class="code" href="classmxnet_1_1Tuple.html#a0c12964770feab5aa1ee3bddb4644e4a">begin</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#aa44cc7208cd93a52a4de536a66d9377b">end</a>()); }</div>
<div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a53f8e366ba47090ce8b66689c4a7a912"> 67</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a53f8e366ba47090ce8b66689c4a7a912">Tuple</a>(std::initializer_list&lt;ValueType&gt; init) { this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(init.begin(), init.end()); }</div>
<div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a56d8401183374bcea1fef948968fa49d"> 72</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a56d8401183374bcea1fef948968fa49d">Tuple</a>(std::vector&lt;ValueType&gt; init) { <span class="comment">// NOLINT(runtime/explicit)</span></div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(init.begin(), init.end());</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; }</div>
<div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a081abda5c3f8532816cc48c498f858b9"> 80</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a081abda5c3f8532816cc48c498f858b9">Tuple</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp;&amp; src) { <span class="comment">// NOLINT(runtime/explicit)</span></div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a8a93db990eae3c730e55b37736e52f59">swap</a>(src);</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; }</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="keyword">template</span> &lt;<span class="keyword">typename</span> RandomAccessIterator&gt;</div>
<div class="line"><a name="l00090"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a772e6cb922a81c05b5f59c46b271096e"> 90</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1Tuple.html#a772e6cb922a81c05b5f59c46b271096e">Tuple</a>(RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>, RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>) {</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(begin, <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; }</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; <span class="keyword">template</span> &lt;<span class="keyword">typename</span> RandomAccessIterator&gt;</div>
<div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7"> 100</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>, RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>) {</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#aaa4407b3bd18c03b898831d6ced75f5b">SetDim</a>(end - <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>);</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; std::copy(<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>, <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>, this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>());</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; }</div>
<div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a8a93db990eae3c730e55b37736e52f59"> 108</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a8a93db990eae3c730e55b37736e52f59">swap</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; other) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; std::swap(<a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#a424233ed3bd43df18ae411f18b27a400">ndim_</a>);</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; std::swap(<a class="code" href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6">num_heap_allocated_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#ab2896f3e9701715ac70934b98d31bba2">num_heap_allocated_</a>);</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; std::swap(<a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#aed4c55d30bdc9e76bfb04895cab2bde1">data_stack_</a>);</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; std::swap(<a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>, other.<a class="code" href="classmxnet_1_1Tuple.html#a35847de488bef5570c45ac44f572b755">data_heap_</a>);</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; }</div>
<div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a8e951540ce8a2574c60f8719acf564e1"> 119</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; <a class="code" href="classnnvm_1_1Tuple.html#a8e951540ce8a2574c60f8719acf564e1">operator=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; src) {</div>
<div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(src.<a class="code" href="classmxnet_1_1Tuple.html#a0c12964770feab5aa1ee3bddb4644e4a">begin</a>(), src.<a class="code" href="classmxnet_1_1Tuple.html#aa44cc7208cd93a52a4de536a66d9377b">end</a>());</div>
<div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; }</div>
<div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a40f06745a50340512274e204a2bb1420"> 128</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; <a class="code" href="classnnvm_1_1Tuple.html#a40f06745a50340512274e204a2bb1420">operator=</a>(<a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp;&amp; src) {</div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</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="l00130"></a><span class="lineno"> 130</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; }</div>
<div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a6723bb6ce20e0385353c8ed7a9325289"> 137</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; <a class="code" href="classnnvm_1_1Tuple.html#a6723bb6ce20e0385353c8ed7a9325289">operator=</a>(std::initializer_list&lt;ValueType&gt; init) {</div>
<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(init.begin(), init.end());</div>
<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; }</div>
<div class="line"><a name="l00145"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#ac455a9d7c41e598b0de5245fa6bad76b"> 145</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#ac455a9d7c41e598b0de5245fa6bad76b">operator==</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; s)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">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="l00147"></a><span class="lineno"> 147</span>&#160; <span class="keywordflow">return</span> std::equal(<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>(), s.<a class="code" href="classmxnet_1_1Tuple.html#a0c12964770feab5aa1ee3bddb4644e4a">begin</a>());</div>
<div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; }</div>
<div class="line"><a name="l00153"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a3cf880f095569248102730519974420d"> 153</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#a3cf880f095569248102730519974420d">operator!=</a>(<span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; s)<span class="keyword"> const </span>{ <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s); }</div>
<div class="line"><a name="l00155"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da"> 155</a></span>&#160; <span class="keyword">inline</span> <span class="keyword">const</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> &lt;= <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> ? <a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a> : <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>; }</div>
<div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#afef33bf5464069a4ba6296bbced15485"> 157</a></span>&#160; <span class="keyword">inline</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#afef33bf5464069a4ba6296bbced15485">begin</a>() { <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> &lt;= <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> ? <a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a> : <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>; }</div>
<div class="line"><a name="l00159"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d"> 159</a></span>&#160; <span class="keyword">inline</span> <span class="keyword">const</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> &lt;= <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> ? (<a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a> + <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>) : (<a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a> + <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>);</div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; }</div>
<div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a85cd49b3d6276b15b2ed1ec8fbb86f21"> 163</a></span>&#160; <span class="keyword">inline</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#a85cd49b3d6276b15b2ed1ec8fbb86f21">end</a>() {</div>
<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> &lt;= <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> ? (<a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a> + <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>) : (<a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a> + <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>);</div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; }</div>
<div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a"> 167</a></span>&#160; <span class="keyword">inline</span> uint32_t <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>; }</div>
<div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a1fb89f941e64164cebdb3bca612fc828"> 173</a></span>&#160; <span class="keyword">inline</span> ValueType&amp; <a class="code" href="classnnvm_1_1Tuple.html#a1fb89f941e64164cebdb3bca612fc828">operator[]</a>(<span class="keywordtype">size_t</span> i) { <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>()[i]; }</div>
<div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#aa7c30a4076c45242242e6c47933dc650"> 179</a></span>&#160; <span class="keyword">inline</span> <span class="keyword">const</span> ValueType&amp; <a class="code" href="classnnvm_1_1Tuple.html#aa7c30a4076c45242242e6c47933dc650">operator[]</a>(<span class="keywordtype">size_t</span> i)<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>()[i]; }</div>
<div class="line"><a name="l00184"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a56f14a27c59b03ca62b43835dacbb3b3"> 184</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a56f14a27c59b03ca62b43835dacbb3b3">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="l00185"></a><span class="lineno"> 185</span>&#160; std::vector&lt;ValueType&gt; tmp(<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>());</div>
<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; writer-&gt;<a class="code" href="classdmlc_1_1JSONWriter.html#ac16c9b279f64512117fdefb2ede8662d">Write</a>(tmp);</div>
<div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; }</div>
<div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a56d6bfdf4366d323fee62f204b4af045"> 192</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a56d6bfdf4366d323fee62f204b4af045">Load</a>(<a class="code" href="classdmlc_1_1JSONReader.html">dmlc::JSONReader</a>* reader) {</div>
<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; std::vector&lt;ValueType&gt; tmp;</div>
<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; reader-&gt;<a class="code" href="classdmlc_1_1JSONReader.html#a74487e106bca0cc16b676f539f69a4bf">Read</a>(&amp;tmp);</div>
<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(tmp.begin(), tmp.end());</div>
<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; }</div>
<div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a39bed8c606eefa4faef1088f21e94800"> 203</a></span>&#160; <span class="keyword">friend</span> std::ostream&amp; <a class="code" href="classnnvm_1_1Tuple.html#a39bed8c606eefa4faef1088f21e94800">operator&lt;&lt;</a>(std::ostream&amp; os, <span class="keyword">const</span> <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; t) {</div>
<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; os &lt;&lt; <span class="charliteral">&#39;[&#39;</span>;</div>
<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; <span class="keyword">const</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a> = t.<a class="code" href="classmxnet_1_1Tuple.html#a0c12964770feab5aa1ee3bddb4644e4a">begin</a>();</div>
<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; <span class="keyword">const</span> ValueType* <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a> = t.<a class="code" href="classmxnet_1_1Tuple.html#aa44cc7208cd93a52a4de536a66d9377b">end</a>();</div>
<div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> ValueType* it = <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>; it != <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>; ++it) {</div>
<div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="keywordflow">if</span> (it != <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>) os &lt;&lt; <span class="charliteral">&#39;,&#39;</span>;</div>
<div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160; os &lt;&lt; *it;</div>
<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; }</div>
<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; os &lt;&lt; <span class="charliteral">&#39;]&#39;</span>;</div>
<div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; <span class="keywordflow">return</span> os;</div>
<div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; }</div>
<div class="line"><a name="l00220"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee"> 220</a></span>&#160; <span class="keyword">friend</span> std::istream&amp; <a class="code" href="classnnvm_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee">operator&gt;&gt;</a>(std::istream&amp; is, <a class="code" href="classmxnet_1_1Tuple.html">Tuple&lt;ValueType&gt;</a>&amp; t) {</div>
<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; <span class="comment">// get (</span></div>
<div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div>
<div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="keywordtype">char</span> ch = is.peek();</div>
<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="namespacedmlc.html#a5dab1c816301d0261e96d002ab157d3a">isdigit</a>(ch) || ch == <span class="charliteral">&#39;-&#39;</span>) {</div>
<div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; ValueType idx;</div>
<div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <span class="keywordflow">if</span> (is &gt;&gt; idx) {</div>
<div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; t.<a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(&amp;idx, &amp;idx + 1);</div>
<div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; }</div>
<div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <span class="keywordflow">return</span> is;</div>
<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; }</div>
<div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; is.get();</div>
<div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; <span class="keywordflow">if</span> (ch == <span class="charliteral">&#39;(&#39;</span> || ch == <span class="charliteral">&#39;[&#39;</span>) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch)) {</div>
<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; is.setstate(std::ios::failbit);</div>
<div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; <span class="keywordflow">return</span> is;</div>
<div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160; }</div>
<div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160; }</div>
<div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160; <span class="comment">// Handle empty tuple</span></div>
<div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160; <span class="keywordflow">while</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(is.peek())) {</div>
<div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; is.get();</div>
<div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; }</div>
<div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <span class="keywordflow">if</span> (is.peek() == <span class="charliteral">&#39;)&#39;</span> || is.peek() == <span class="charliteral">&#39;]&#39;</span>) {</div>
<div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; is.get();</div>
<div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; <span class="keywordflow">return</span> is;</div>
<div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160; }</div>
<div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160; <span class="comment">// Handle non-empty tuple</span></div>
<div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160; ValueType idx;</div>
<div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; std::vector&lt;ValueType&gt; tmp;</div>
<div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; <span class="keywordflow">while</span> (is &gt;&gt; idx) {</div>
<div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; tmp.push_back(idx);</div>
<div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <span class="keywordtype">char</span> ch;</div>
<div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; <span class="keywordflow">do</span> {</div>
<div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; ch = is.get();</div>
<div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; } <span class="keywordflow">while</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch));</div>
<div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; <span class="keywordflow">if</span> (std::is_integral&lt;ValueType&gt;::value &amp;&amp; ch == <span class="charliteral">&#39;L&#39;</span>) {</div>
<div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; ch = is.get();</div>
<div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160; }</div>
<div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160; <span class="keywordflow">if</span> (ch == <span class="charliteral">&#39;,&#39;</span>) {</div>
<div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160; <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div>
<div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160; ch = is.peek();</div>
<div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="namespacedmlc.html#a52dcf01c9ba22be9b08e455194fb2ab3">isspace</a>(ch)) {</div>
<div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; is.get();</div>
<div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; }</div>
<div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; <span class="keywordflow">if</span> (ch == <span class="charliteral">&#39;)&#39;</span> || ch == <span class="charliteral">&#39;]&#39;</span>) {</div>
<div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; is.get();</div>
<div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; }</div>
<div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; }</div>
<div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <span class="keywordflow">if</span> (ch == <span class="charliteral">&#39;)&#39;</span> || ch == <span class="charliteral">&#39;]&#39;</span>) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (ch == <span class="charliteral">&#39;)&#39;</span> || ch == <span class="charliteral">&#39;]&#39;</span>) {</div>
<div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; is.setstate(std::ios::failbit);</div>
<div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; <span class="keywordflow">return</span> is;</div>
<div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; }</div>
<div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; }</div>
<div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; t.<a class="code" href="classmxnet_1_1Tuple.html#a2fa519288bdce42447674e78fa4c6fda">assign</a>(tmp.begin(), tmp.end());</div>
<div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; <span class="keywordflow">return</span> is;</div>
<div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; }</div>
<div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; <span class="keyword">template</span> &lt;<span class="keyword">typename</span> DType = ValueType, <span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a56f14a27c59b03ca62b43835dacbb3b3">Save</a>(TStream* strm) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <span class="keyword">template</span> &lt;<span class="keyword">typename</span> DType = ValueType, <span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#a56d6bfdf4366d323fee62f204b4af045">Load</a>(TStream* strm);</div>
<div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; </div>
<div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <span class="keyword">protected</span>:</div>
<div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160; <span class="comment">// stack cache size</span></div>
<div class="line"><a name="l00302"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb"> 302</a></span>&#160; <span class="keyword">static</span> <span class="keyword">const</span> uint32_t <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> = 4;</div>
<div class="line"><a name="l00304"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce"> 304</a></span>&#160; uint32_t <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a>{0};</div>
<div class="line"><a name="l00306"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6"> 306</a></span>&#160; uint32_t <a class="code" href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6">num_heap_allocated_</a>{0};</div>
<div class="line"><a name="l00308"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252"> 308</a></span>&#160; ValueType <a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a>[<a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a>];</div>
<div class="line"><a name="l00310"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173"> 310</a></span>&#160; ValueType* <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>{<span class="keyword">nullptr</span>};</div>
<div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; <span class="comment">// internal function to change the dimension</span></div>
<div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#aaa4407b3bd18c03b898831d6ced75f5b"> 312</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#aaa4407b3bd18c03b898831d6ced75f5b">SetDim</a>(uint32_t <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>) {</div>
<div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a> &gt; <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> &amp;&amp; <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a> &gt; <a class="code" href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6">num_heap_allocated_</a>) {</div>
<div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; <span class="keyword">delete</span>[] <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>;</div>
<div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a> = <span class="keyword">new</span> ValueType[<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>];</div>
<div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; <a class="code" href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6">num_heap_allocated_</a> = <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>;</div>
<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; }</div>
<div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; <a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> = <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>;</div>
<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160; }</div>
<div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160;};</div>
<div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160; </div>
<div class="line"><a name="l00325"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html"> 325</a></span>&#160;<span class="keyword">class </span><a class="code" href="classnnvm_1_1TShape.html">TShape</a> : <span class="keyword">public</span> <a class="code" href="classnnvm_1_1Tuple.html">Tuple</a>&lt;dim_t&gt; {</div>
<div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; <span class="keyword">public</span>:</div>
<div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160; <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>() = <span class="keywordflow">default</span>;</div>
<div class="line"><a name="l00333"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a68b5366487608a9c31d32849ca22d6cc"> 333</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a68b5366487608a9c31d32849ca22d6cc">TShape</a>(uint32_t <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00334"></a><span class="lineno"> 334</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#aaa4407b3bd18c03b898831d6ced75f5b">SetDim</a>(ndim);</div>
<div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; std::fill_n(<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>, 1);</div>
<div class="line"><a name="l00336"></a><span class="lineno"> 336</span>&#160; }</div>
<div class="line"><a name="l00341"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#ab0c934d41efb579048dbbe96f96402af"> 341</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#ab0c934d41efb579048dbbe96f96402af">TShape</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Tuple.html">Tuple&lt;dim_t&gt;</a>&amp; s) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(s.<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), s.<a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>());</div>
<div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160; }</div>
<div class="line"><a name="l00348"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a3eb05f4998fda4c0718ab30dcc5f8162"> 348</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a3eb05f4998fda4c0718ab30dcc5f8162">TShape</a>(std::initializer_list&lt;dim_t&gt; init) { this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(init.begin(), init.end()); }</div>
<div class="line"><a name="l00353"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a1126fe9b530a573d983a511beefded30"> 353</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a1126fe9b530a573d983a511beefded30">TShape</a>(<a class="code" href="classnnvm_1_1Tuple.html">Tuple&lt;dim_t&gt;</a>&amp;&amp; s) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00354"></a><span class="lineno"> 354</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a8a93db990eae3c730e55b37736e52f59">swap</a>(s);</div>
<div class="line"><a name="l00355"></a><span class="lineno"> 355</span>&#160; }</div>
<div class="line"><a name="l00362"></a><span class="lineno"> 362</span>&#160; <span class="keyword">template</span> &lt;<span class="keyword">typename</span> RandomAccessIterator&gt;</div>
<div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a1d73e23a15c324e534ec35da85d3193e"> 363</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a1d73e23a15c324e534ec35da85d3193e">TShape</a>(RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>, RandomAccessIterator <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>) {</div>
<div class="line"><a name="l00364"></a><span class="lineno"> 364</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(begin, <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>);</div>
<div class="line"><a name="l00365"></a><span class="lineno"> 365</span>&#160; }</div>
<div class="line"><a name="l00371"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a4b149e4050b931230b1ad1896ef4f638"> 371</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html">TShape</a>&amp; <a class="code" href="classnnvm_1_1TShape.html#a4b149e4050b931230b1ad1896ef4f638">operator=</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Tuple.html">Tuple&lt;dim_t&gt;</a>&amp; src) {</div>
<div class="line"><a name="l00372"></a><span class="lineno"> 372</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(src.<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), src.<a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>());</div>
<div class="line"><a name="l00373"></a><span class="lineno"> 373</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00374"></a><span class="lineno"> 374</span>&#160; }</div>
<div class="line"><a name="l00380"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a729e818e61ffc870b87d5c84bfb1af85"> 380</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html">TShape</a>&amp; <a class="code" href="classnnvm_1_1TShape.html#a729e818e61ffc870b87d5c84bfb1af85">operator=</a>(<a class="code" href="classnnvm_1_1Tuple.html">Tuple&lt;dim_t&gt;</a>&amp;&amp; src) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00381"></a><span class="lineno"> 381</span>&#160; <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>(std::move(src)).swap(*<span class="keyword">this</span>); <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00382"></a><span class="lineno"> 382</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00383"></a><span class="lineno"> 383</span>&#160; }</div>
<div class="line"><a name="l00385"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a9c4038e5f823db0b2129fcd1647b8e23"> 385</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="classnnvm_1_1TShape.html#a9c4038e5f823db0b2129fcd1647b8e23">Size</a>()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00386"></a><span class="lineno"> 386</span>&#160; <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a> size = 1;</div>
<div class="line"><a name="l00387"></a><span class="lineno"> 387</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a> *start = <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), *fin = <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>();</div>
<div class="line"><a name="l00388"></a><span class="lineno"> 388</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a>* it = start; it != fin; ++it) {</div>
<div class="line"><a name="l00389"></a><span class="lineno"> 389</span>&#160; size *= *it;</div>
<div class="line"><a name="l00390"></a><span class="lineno"> 390</span>&#160; }</div>
<div class="line"><a name="l00391"></a><span class="lineno"> 391</span>&#160; <span class="keywordflow">return</span> size;</div>
<div class="line"><a name="l00392"></a><span class="lineno"> 392</span>&#160; }</div>
<div class="line"><a name="l00398"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a0aeed1da6d706e42d640aff942afe8f4"> 398</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="classnnvm_1_1TShape.html#a0aeed1da6d706e42d640aff942afe8f4">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="l00399"></a><span class="lineno"> 399</span>&#160; <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a> num = 1;</div>
<div class="line"><a name="l00400"></a><span class="lineno"> 400</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a>* d = this-&gt;<a class="code" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">data</a>();</div>
<div class="line"><a name="l00401"></a><span class="lineno"> 401</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = dimstart; i &lt; dimend; ++i) {</div>
<div class="line"><a name="l00402"></a><span class="lineno"> 402</span>&#160; num *= d[i];</div>
<div class="line"><a name="l00403"></a><span class="lineno"> 403</span>&#160; }</div>
<div class="line"><a name="l00404"></a><span class="lineno"> 404</span>&#160; <span class="keywordflow">return</span> num;</div>
<div class="line"><a name="l00405"></a><span class="lineno"> 405</span>&#160; }</div>
<div class="line"><a name="l00407"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04"> 407</a></span>&#160; <span class="keyword">inline</span> <span class="keyword">const</span> <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a>* <a class="code" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">data</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(); }</div>
<div class="line"><a name="l00409"></a><span class="lineno"><a class="line" href="classnnvm_1_1TShape.html#a121c8f6369f53f626779ce9b98b42cee"> 409</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">dim_t</a>* <a class="code" href="classnnvm_1_1TShape.html#a121c8f6369f53f626779ce9b98b42cee">data</a>() { <span class="keywordflow">return</span> <a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(); }</div>
<div class="line"><a name="l00410"></a><span class="lineno"> 410</span>&#160;<span class="preprocessor">#ifdef MSHADOW_XINLINE</span></div>
<div class="line"><a name="l00411"></a><span class="lineno"> 411</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00412"></a><span class="lineno"> 412</span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a>&amp; s) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00413"></a><span class="lineno"> 413</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">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="l00414"></a><span class="lineno"> 414</span>&#160; }</div>
<div class="line"><a name="l00415"></a><span class="lineno"> 415</span>&#160; </div>
<div class="line"><a name="l00416"></a><span class="lineno"> 416</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00417"></a><span class="lineno"> 417</span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>(<a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a>&amp;&amp; s) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00418"></a><span class="lineno"> 418</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">assign</a>(s.shape_, s.shape_ + dim);</div>
<div class="line"><a name="l00419"></a><span class="lineno"> 419</span>&#160; }</div>
<div class="line"><a name="l00426"></a><span class="lineno"> 426</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00427"></a><span class="lineno"> 427</span>&#160; <span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>&amp; <a class="code" href="classnnvm_1_1TShape.html#a4b149e4050b931230b1ad1896ef4f638">operator=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a>&amp; shape) {</div>
<div class="line"><a name="l00428"></a><span class="lineno"> 428</span>&#160; this-&gt;<a class="code" href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">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="l00429"></a><span class="lineno"> 429</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; }</div>
<div class="line"><a name="l00436"></a><span class="lineno"> 436</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00437"></a><span class="lineno"> 437</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a> get()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00438"></a><span class="lineno"> 438</span>&#160; CHECK_EQ(dim, <span class="keyword">static_cast&lt;</span><span class="keywordtype">int</span><span class="keyword">&gt;</span>(<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>()))</div>
<div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160; &lt;&lt; <span class="stringliteral">&quot;dimension do not match target dimension &quot;</span> &lt;&lt; dim &lt;&lt; <span class="stringliteral">&quot; vs &quot;</span> &lt;&lt; <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>();</div>
<div class="line"><a name="l00440"></a><span class="lineno"> 440</span>&#160; <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* d = this-&gt;<a class="code" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">data</a>();</div>
<div class="line"><a name="l00441"></a><span class="lineno"> 441</span>&#160; <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a> s;</div>
<div class="line"><a name="l00442"></a><span class="lineno"> 442</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; dim; ++i) {</div>
<div class="line"><a name="l00443"></a><span class="lineno"> 443</span>&#160; s[i] = d[i];</div>
<div class="line"><a name="l00444"></a><span class="lineno"> 444</span>&#160; }</div>
<div class="line"><a name="l00445"></a><span class="lineno"> 445</span>&#160; <span class="keywordflow">return</span> s;</div>
<div class="line"><a name="l00446"></a><span class="lineno"> 446</span>&#160; }</div>
<div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;2&gt;</a> FlatTo2D(<span class="keywordtype">void</span>)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;2&gt;</a> s;</div>
<div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>() == 0) <span class="keywordflow">return</span> <a class="code" href="namespacemshadow.html#ad2853583180a7dbe9cbf6b0e15ae60ef">mshadow::Shape2</a>(0, 0);</div>
<div class="line"><a name="l00454"></a><span class="lineno"> 454</span>&#160; <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* d = this-&gt;<a class="code" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">data</a>();</div>
<div class="line"><a name="l00455"></a><span class="lineno"> 455</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] = d[<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>() - 1];</div>
<div class="line"><a name="l00456"></a><span class="lineno"> 456</span>&#160; <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a> ymax = 1;</div>
<div class="line"><a name="l00457"></a><span class="lineno"> 457</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 1; i &lt; <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>(); ++i) {</div>
<div class="line"><a name="l00458"></a><span class="lineno"> 458</span>&#160; ymax *= d[i - 1];</div>
<div class="line"><a name="l00459"></a><span class="lineno"> 459</span>&#160; }</div>
<div class="line"><a name="l00460"></a><span class="lineno"> 460</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] = ymax;</div>
<div class="line"><a name="l00461"></a><span class="lineno"> 461</span>&#160; <span class="keywordflow">return</span> s;</div>
<div class="line"><a name="l00462"></a><span class="lineno"> 462</span>&#160; }</div>
<div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;3&gt;</a> FlatTo3D(<span class="keywordtype">size_t</span> axis_begin, <span class="keywordtype">size_t</span> axis_end)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00470"></a><span class="lineno"> 470</span>&#160; CHECK(axis_end &gt;= axis_begin);</div>
<div class="line"><a name="l00471"></a><span class="lineno"> 471</span>&#160; <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;3&gt;</a> s;</div>
<div class="line"><a name="l00472"></a><span class="lineno"> 472</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>() == 0) <span class="keywordflow">return</span> <a class="code" href="namespacemshadow.html#a2be3eab8d3469aa48c40d38881558bb9">mshadow::Shape3</a>(0, 0, 0);</div>
<div class="line"><a name="l00473"></a><span class="lineno"> 473</span>&#160; <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* d = this-&gt;<a class="code" href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">data</a>();</div>
<div class="line"><a name="l00474"></a><span class="lineno"> 474</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] = 1;</div>
<div class="line"><a name="l00475"></a><span class="lineno"> 475</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] = 1;</div>
<div class="line"><a name="l00476"></a><span class="lineno"> 476</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[2] = 1;</div>
<div class="line"><a name="l00477"></a><span class="lineno"> 477</span>&#160; </div>
<div class="line"><a name="l00478"></a><span class="lineno"> 478</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; axis_begin; ++i) {</div>
<div class="line"><a name="l00479"></a><span class="lineno"> 479</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] *= d[i];</div>
<div class="line"><a name="l00480"></a><span class="lineno"> 480</span>&#160; }</div>
<div class="line"><a name="l00481"></a><span class="lineno"> 481</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = axis_begin; i &lt;= axis_end; ++i) {</div>
<div class="line"><a name="l00482"></a><span class="lineno"> 482</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] *= d[i];</div>
<div class="line"><a name="l00483"></a><span class="lineno"> 483</span>&#160; }</div>
<div class="line"><a name="l00484"></a><span class="lineno"> 484</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = axis_end + 1; i &lt; <a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>(); ++i) {</div>
<div class="line"><a name="l00485"></a><span class="lineno"> 485</span>&#160; s.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[2] *= d[i];</div>
<div class="line"><a name="l00486"></a><span class="lineno"> 486</span>&#160; }</div>
<div class="line"><a name="l00487"></a><span class="lineno"> 487</span>&#160; <span class="keywordflow">return</span> s;</div>
<div class="line"><a name="l00488"></a><span class="lineno"> 488</span>&#160; }</div>
<div class="line"><a name="l00494"></a><span class="lineno"> 494</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;3&gt;</a> FlatTo3D(<span class="keywordtype">size_t</span> axis)<span class="keyword"> const </span>{ <span class="keywordflow">return</span> FlatTo3D(axis, axis); }</div>
<div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#ac455a9d7c41e598b0de5245fa6bad76b">operator==</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>&amp; s)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00496"></a><span class="lineno"> 496</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>() != s.ndim()) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160; <span class="keywordflow">return</span> std::equal(<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>(), <a class="code" href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">end</a>(), s.begin());</div>
<div class="line"><a name="l00498"></a><span class="lineno"> 498</span>&#160; }</div>
<div class="line"><a name="l00499"></a><span class="lineno"> 499</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#a3cf880f095569248102730519974420d">operator!=</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">TShape</a>&amp; s)<span class="keyword"> const </span>{ <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s); }</div>
<div class="line"><a name="l00505"></a><span class="lineno"> 505</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00506"></a><span class="lineno"> 506</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#ac455a9d7c41e598b0de5245fa6bad76b">operator==</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a>&amp; s)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00507"></a><span class="lineno"> 507</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">ndim_</a> != dim) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00508"></a><span class="lineno"> 508</span>&#160; <span class="keyword">const</span> <a class="code" href="include_2mxnet_2c__api_8h.html#ab15fcfeedbe50ea6db54a98b582d7eaf">dim_t</a>* d = dim &lt;= <a class="code" href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">kStackCache</a> ? <a class="code" href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">data_stack_</a> : <a class="code" href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">data_heap_</a>;</div>
<div class="line"><a name="l00509"></a><span class="lineno"> 509</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; dim; ++i) {</div>
<div class="line"><a name="l00510"></a><span class="lineno"> 510</span>&#160; <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="l00511"></a><span class="lineno"> 511</span>&#160; }</div>
<div class="line"><a name="l00512"></a><span class="lineno"> 512</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
<div class="line"><a name="l00513"></a><span class="lineno"> 513</span>&#160; }</div>
<div class="line"><a name="l00519"></a><span class="lineno"> 519</span>&#160; <span class="keyword">template</span> &lt;<span class="keywordtype">int</span> dim&gt;</div>
<div class="line"><a name="l00520"></a><span class="lineno"> 520</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#a3cf880f095569248102730519974420d">operator!=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">mshadow::Shape&lt;dim&gt;</a>&amp; s)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00521"></a><span class="lineno"> 521</span>&#160; <span class="keywordflow">return</span> !(*<span class="keyword">this</span> == s);</div>
<div class="line"><a name="l00522"></a><span class="lineno"> 522</span>&#160; }</div>
<div class="line"><a name="l00523"></a><span class="lineno"> 523</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00524"></a><span class="lineno"> 524</span>&#160;};</div>
<div class="line"><a name="l00525"></a><span class="lineno"> 525</span>&#160; </div>
<div class="line"><a name="l00527"></a><span class="lineno"> 527</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> SrcIter, <span class="keyword">typename</span> DstIter&gt;</div>
<div class="line"><a name="l00528"></a><span class="lineno"><a class="line" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd"> 528</a></span>&#160;<span class="keyword">inline</span> DstIter <a class="code" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">ShapeTypeCast</a>(<span class="keyword">const</span> SrcIter begin, <span class="keyword">const</span> SrcIter end, DstIter dst_begin) {</div>
<div class="line"><a name="l00529"></a><span class="lineno"> 529</span>&#160; <span class="keyword">typedef</span> <span class="keyword">typename</span> std::iterator_traits&lt;SrcIter&gt;::value_type SrcDType;</div>
<div class="line"><a name="l00530"></a><span class="lineno"> 530</span>&#160; <span class="keyword">typedef</span> <span class="keyword">typename</span> std::iterator_traits&lt;DstIter&gt;::value_type DstDType;</div>
<div class="line"><a name="l00531"></a><span class="lineno"> 531</span>&#160; <span class="keyword">auto</span> cast = [](<span class="keyword">const</span> SrcDType&amp; dim) { <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span>DstDType<span class="keyword">&gt;</span>(dim); };</div>
<div class="line"><a name="l00532"></a><span class="lineno"> 532</span>&#160; <span class="keywordflow">return</span> std::transform(begin, end, dst_begin, cast);</div>
<div class="line"><a name="l00533"></a><span class="lineno"> 533</span>&#160;}</div>
<div class="line"><a name="l00534"></a><span class="lineno"> 534</span>&#160; </div>
<div class="line"><a name="l00536"></a><span class="lineno"> 536</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> SrcIter&gt;</div>
<div class="line"><a name="l00537"></a><span class="lineno"><a class="line" href="namespacennvm.html#a5f6163e61f55b40ecdc68b431b959f0a"> 537</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="classnnvm_1_1TShape.html">TShape</a> <a class="code" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">ShapeTypeCast</a>(<span class="keyword">const</span> SrcIter begin, <span class="keyword">const</span> SrcIter end) {</div>
<div class="line"><a name="l00538"></a><span class="lineno"> 538</span>&#160; <span class="keywordtype">size_t</span> ndim = std::distance(begin, end);</div>
<div class="line"><a name="l00539"></a><span class="lineno"> 539</span>&#160; <a class="code" href="classnnvm_1_1TShape.html">TShape</a> res(ndim);</div>
<div class="line"><a name="l00540"></a><span class="lineno"> 540</span>&#160; <a class="code" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">ShapeTypeCast</a>(begin, end, res.<a class="code" href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">begin</a>());</div>
<div class="line"><a name="l00541"></a><span class="lineno"> 541</span>&#160; <span class="keywordflow">return</span> res;</div>
<div class="line"><a name="l00542"></a><span class="lineno"> 542</span>&#160;}</div>
<div class="line"><a name="l00543"></a><span class="lineno"> 543</span>&#160; </div>
<div class="line"><a name="l00545"></a><span class="lineno"> 545</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> ValueType&gt;</div>
<div class="line"><a name="l00546"></a><span class="lineno"> 546</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> DType, <span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00547"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a259857f398bf1a5fc6f40d1ac3736a3e"> 547</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classnnvm_1_1Tuple.html#a56f14a27c59b03ca62b43835dacbb3b3">Tuple&lt;ValueType&gt;::Save</a>(TStream* strm)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00548"></a><span class="lineno"> 548</span>&#160; strm-&gt;Write(&amp;ndim_, <span class="keyword">sizeof</span>(ndim_));</div>
<div class="line"><a name="l00549"></a><span class="lineno"> 549</span>&#160; <span class="keywordflow">if</span> (<span class="keyword">typeid</span>(DType) == <span class="keyword">typeid</span>(ValueType)) {</div>
<div class="line"><a name="l00550"></a><span class="lineno"> 550</span>&#160; strm-&gt;Write(begin(), <span class="keyword">sizeof</span>(ValueType) * ndim_);</div>
<div class="line"><a name="l00551"></a><span class="lineno"> 551</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00552"></a><span class="lineno"> 552</span>&#160; std::vector&lt;DType&gt; buffer(ndim_);</div>
<div class="line"><a name="l00553"></a><span class="lineno"> 553</span>&#160; <a class="code" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">ShapeTypeCast</a>(begin(), end(), buffer.data());</div>
<div class="line"><a name="l00554"></a><span class="lineno"> 554</span>&#160; strm-&gt;Write(buffer.data(), <span class="keyword">sizeof</span>(DType) * ndim_);</div>
<div class="line"><a name="l00555"></a><span class="lineno"> 555</span>&#160; }</div>
<div class="line"><a name="l00556"></a><span class="lineno"> 556</span>&#160;}</div>
<div class="line"><a name="l00557"></a><span class="lineno"> 557</span>&#160; </div>
<div class="line"><a name="l00559"></a><span class="lineno"> 559</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> ValueType&gt;</div>
<div class="line"><a name="l00560"></a><span class="lineno"> 560</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> DType, <span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00561"></a><span class="lineno"><a class="line" href="classnnvm_1_1Tuple.html#a15bb2b0936368fc5cdef067fbd242b0e"> 561</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classnnvm_1_1Tuple.html#a56d6bfdf4366d323fee62f204b4af045">Tuple&lt;ValueType&gt;::Load</a>(TStream* strm) {</div>
<div class="line"><a name="l00562"></a><span class="lineno"> 562</span>&#160; <span class="keywordflow">if</span> (strm-&gt;Read(&amp;ndim_, <span class="keyword">sizeof</span>(ndim_)) != <span class="keyword">sizeof</span>(ndim_)) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00563"></a><span class="lineno"> 563</span>&#160; this-&gt;SetDim(ndim_);</div>
<div class="line"><a name="l00564"></a><span class="lineno"> 564</span>&#160; <span class="keywordtype">size_t</span> nread = <span class="keyword">sizeof</span>(DType) * ndim_;</div>
<div class="line"><a name="l00565"></a><span class="lineno"> 565</span>&#160; <span class="keywordflow">if</span> (<span class="keyword">typeid</span>(DType) == <span class="keyword">typeid</span>(ValueType)) {</div>
<div class="line"><a name="l00566"></a><span class="lineno"> 566</span>&#160; <span class="keywordflow">if</span> (strm-&gt;Read(begin(), nread) != nread) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00567"></a><span class="lineno"> 567</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00568"></a><span class="lineno"> 568</span>&#160; std::vector&lt;DType&gt; buffer(ndim_);</div>
<div class="line"><a name="l00569"></a><span class="lineno"> 569</span>&#160; <span class="keywordflow">if</span> (strm-&gt;Read(buffer.data(), nread) != nread) <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00570"></a><span class="lineno"> 570</span>&#160; <a class="code" href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">ShapeTypeCast</a>(buffer.begin(), buffer.end(), begin());</div>
<div class="line"><a name="l00571"></a><span class="lineno"> 571</span>&#160; }</div>
<div class="line"><a name="l00572"></a><span class="lineno"> 572</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
<div class="line"><a name="l00573"></a><span class="lineno"> 573</span>&#160;}</div>
<div class="line"><a name="l00574"></a><span class="lineno"> 574</span>&#160; </div>
<div class="line"><a name="l00575"></a><span class="lineno"> 575</span>&#160;} <span class="comment">// namespace nnvm</span></div>
<div class="line"><a name="l00576"></a><span class="lineno"> 576</span>&#160; </div>
<div class="line"><a name="l00577"></a><span class="lineno"> 577</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacestd.html">std</a> {</div>
<div class="line"><a name="l00579"></a><span class="lineno"> 579</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> T&gt;</div>
<div class="line"><a name="l00580"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html"> 580</a></span>&#160;<span class="keyword">struct </span>hash&lt;<a class="code" href="namespacennvm.html">nnvm</a>::Tuple&lt;T&gt; &gt; {</div>
<div class="line"><a name="l00582"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a59a46d1d4bd78a8b62c7e40f4f1d053f"> 582</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="structstd_1_1hash_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a59a46d1d4bd78a8b62c7e40f4f1d053f">operator()</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1Tuple.html">nnvm::Tuple&lt;T&gt;</a>&amp; val)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00583"></a><span class="lineno"> 583</span>&#160; std::hash&lt;uint32_t&gt; hash_uint;</div>
<div class="line"><a name="l00584"></a><span class="lineno"> 584</span>&#160; <span class="keywordtype">size_t</span> res = hash_uint(val.<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>());</div>
<div class="line"><a name="l00585"></a><span class="lineno"> 585</span>&#160; <span class="keywordflow">for</span> (uint32_t i = 0; i &lt; val.<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>(); ++i) {</div>
<div class="line"><a name="l00586"></a><span class="lineno"> 586</span>&#160; res = <a class="code" href="namespacedmlc.html#a8620a9c7572cd3aab1ed3135b7a8e137">dmlc::HashCombine</a>(res, val[i]);</div>
<div class="line"><a name="l00587"></a><span class="lineno"> 587</span>&#160; }</div>
<div class="line"><a name="l00588"></a><span class="lineno"> 588</span>&#160; <span class="keywordflow">return</span> res;</div>
<div class="line"><a name="l00589"></a><span class="lineno"> 589</span>&#160; }</div>
<div class="line"><a name="l00590"></a><span class="lineno"> 590</span>&#160;};</div>
<div class="line"><a name="l00591"></a><span class="lineno"> 591</span>&#160; </div>
<div class="line"><a name="l00593"></a><span class="lineno"> 593</span>&#160;<span class="keyword">template</span> &lt;&gt;</div>
<div class="line"><a name="l00594"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01nnvm_1_1TShape_01_4.html"> 594</a></span>&#160;<span class="keyword">struct </span>hash&lt;<a class="code" href="namespacennvm.html">nnvm</a>::TShape&gt; {</div>
<div class="line"><a name="l00596"></a><span class="lineno"><a class="line" href="structstd_1_1hash_3_01nnvm_1_1TShape_01_4.html#a4817f80df5b0dd03e3cff2ef212ae6cc"> 596</a></span>&#160; <span class="keywordtype">size_t</span> <a class="code" href="structstd_1_1hash_3_01nnvm_1_1TShape_01_4.html#a4817f80df5b0dd03e3cff2ef212ae6cc">operator()</a>(<span class="keyword">const</span> <a class="code" href="classnnvm_1_1TShape.html">nnvm::TShape</a>&amp; val)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00597"></a><span class="lineno"> 597</span>&#160; std::hash&lt;uint32_t&gt; hash_uint;</div>
<div class="line"><a name="l00598"></a><span class="lineno"> 598</span>&#160; <span class="keywordtype">size_t</span> res = hash_uint(val.<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>());</div>
<div class="line"><a name="l00599"></a><span class="lineno"> 599</span>&#160; <span class="keywordflow">for</span> (uint32_t i = 0; i &lt; val.<a class="code" href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">ndim</a>(); ++i) {</div>
<div class="line"><a name="l00600"></a><span class="lineno"> 600</span>&#160; res = <a class="code" href="namespacedmlc.html#a8620a9c7572cd3aab1ed3135b7a8e137">dmlc::HashCombine</a>(res, val[i]);</div>
<div class="line"><a name="l00601"></a><span class="lineno"> 601</span>&#160; }</div>
<div class="line"><a name="l00602"></a><span class="lineno"> 602</span>&#160; <span class="keywordflow">return</span> res;</div>
<div class="line"><a name="l00603"></a><span class="lineno"> 603</span>&#160; }</div>
<div class="line"><a name="l00604"></a><span class="lineno"> 604</span>&#160;};</div>
<div class="line"><a name="l00605"></a><span class="lineno"> 605</span>&#160;} <span class="comment">// namespace std</span></div>
<div class="line"><a name="l00606"></a><span class="lineno"> 606</span>&#160; </div>
<div class="line"><a name="l00607"></a><span class="lineno"> 607</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacedmlc.html">dmlc</a> {</div>
<div class="line"><a name="l00609"></a><span class="lineno"> 609</span>&#160;<a class="code" href="namespacedmlc.html#ae0e0e4f86115e4c4e7f761de5c8a6797">DMLC_DECLARE_TYPE_NAME</a>(optional&lt;nnvm::TShape&gt;, <span class="stringliteral">&quot;Shape or None&quot;</span>);</div>
<div class="line"><a name="l00610"></a><span class="lineno"> 610</span>&#160;<span class="comment">// avoid low version of MSVC</span></div>
<div class="line"><a name="l00611"></a><span class="lineno"> 611</span>&#160;<span class="preprocessor">#if !defined(_MSC_VER)</span></div>
<div class="line"><a name="l00612"></a><span class="lineno"> 612</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> T&gt;</div>
<div class="line"><a name="l00613"></a><span class="lineno"><a class="line" href="structdmlc_1_1type__name__helper_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html"> 613</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structdmlc_1_1type__name__helper.html">type_name_helper</a>&lt;<a class="code" href="namespacennvm.html">nnvm</a>::Tuple&lt;T&gt; &gt; {</div>
<div class="line"><a name="l00614"></a><span class="lineno"><a class="line" href="structdmlc_1_1type__name__helper_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a5510098088b2fe5852125a425b7506cc"> 614</a></span>&#160; <span class="keyword">static</span> <span class="keyword">inline</span> std::string <a class="code" href="structdmlc_1_1type__name__helper_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a5510098088b2fe5852125a425b7506cc">value</a>() { <span class="keywordflow">return</span> <span class="stringliteral">&quot;tuple of &lt;&quot;</span> + type_name&lt;T&gt;() + <span class="stringliteral">&quot;&gt;&quot;</span>; }</div>
<div class="line"><a name="l00615"></a><span class="lineno"> 615</span>&#160;};</div>
<div class="line"><a name="l00616"></a><span class="lineno"> 616</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00617"></a><span class="lineno"> 617</span>&#160;} <span class="comment">// namespace dmlc</span></div>
<div class="line"><a name="l00618"></a><span class="lineno"> 618</span>&#160;<span class="preprocessor">#endif // NNVM_TUPLE_H_</span></div>
</div><!-- fragment --></div><!-- contents -->
<div class="ttc" id="aclassmxnet_1_1Tuple_html_a0c12964770feab5aa1ee3bddb4644e4a"><div class="ttname"><a href="classmxnet_1_1Tuple.html#a0c12964770feab5aa1ee3bddb4644e4a">mxnet::Tuple::begin</a></div><div class="ttdeci">const ValueType * begin() const</div><div class="ttdef"><b>Definition:</b> tuple.h:201</div></div>
<div class="ttc" id="aclassdmlc_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="astructstd_1_1hash_3_01nnvm_1_1TShape_01_4_html_a4817f80df5b0dd03e3cff2ef212ae6cc"><div class="ttname"><a href="structstd_1_1hash_3_01nnvm_1_1TShape_01_4.html#a4817f80df5b0dd03e3cff2ef212ae6cc">std::hash&lt; nnvm::TShape &gt;::operator()</a></div><div class="ttdeci">size_t operator()(const nnvm::TShape &amp;val) const</div><div class="ttdoc">hash a TShape into unsigned int</div><div class="ttdef"><b>Definition:</b> tuple.h:596</div></div>
<div class="ttc" id="astructdmlc_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="aclassmxnet_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:392</div></div>
<div class="ttc" id="aclassmxnet_1_1Tuple_html_aa44cc7208cd93a52a4de536a66d9377b"><div class="ttname"><a href="classmxnet_1_1Tuple.html#aa44cc7208cd93a52a4de536a66d9377b">mxnet::Tuple::end</a></div><div class="ttdeci">const ValueType * end() const</div><div class="ttdef"><b>Definition:</b> tuple.h:209</div></div>
<div class="ttc" id="aclassmxnet_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:57</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a6ff46861d8d09663978d03413b6f8ff7"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a6ff46861d8d09663978d03413b6f8ff7">nnvm::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:100</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a56d6bfdf4366d323fee62f204b4af045"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a56d6bfdf4366d323fee62f204b4af045">nnvm::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:192</div></div>
<div class="ttc" id="aclassdmlc_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 &amp;value)</div><div class="ttdoc">Write value to json.</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html"><div class="ttname"><a href="classnnvm_1_1Tuple.html">nnvm::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:52</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a1d73e23a15c324e534ec35da85d3193e"><div class="ttname"><a href="classnnvm_1_1TShape.html#a1d73e23a15c324e534ec35da85d3193e">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape(RandomAccessIterator begin, RandomAccessIterator end)</div><div class="ttdoc">construct the Tuple from content of iterator</div><div class="ttdef"><b>Definition:</b> tuple.h:363</div></div>
<div class="ttc" id="anamespacedmlc_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="aclassnnvm_1_1TShape_html_a4b149e4050b931230b1ad1896ef4f638"><div class="ttname"><a href="classnnvm_1_1TShape.html#a4b149e4050b931230b1ad1896ef4f638">nnvm::TShape::operator=</a></div><div class="ttdeci">TShape &amp; operator=(const Tuple&lt; dim_t &gt; &amp;src)</div><div class="ttdoc">assignment function from tshape</div><div class="ttdef"><b>Definition:</b> tuple.h:371</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a1126fe9b530a573d983a511beefded30"><div class="ttname"><a href="classnnvm_1_1TShape.html#a1126fe9b530a573d983a511beefded30">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape(Tuple&lt; dim_t &gt; &amp;&amp;s)</div><div class="ttdoc">move constructor.</div><div class="ttdef"><b>Definition:</b> tuple.h:353</div></div>
<div class="ttc" id="anamespacedmlc_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="aclassnnvm_1_1Tuple_html_a96339f99a102ba80329dfd38f4bbd8d7"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a96339f99a102ba80329dfd38f4bbd8d7">nnvm::Tuple::Tuple</a></div><div class="ttdeci">Tuple()=default</div><div class="ttdoc">default constructor</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a68b5366487608a9c31d32849ca22d6cc"><div class="ttname"><a href="classnnvm_1_1TShape.html#a68b5366487608a9c31d32849ca22d6cc">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape(uint32_t ndim)</div><div class="ttdef"><b>Definition:</b> tuple.h:333</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a729e818e61ffc870b87d5c84bfb1af85"><div class="ttname"><a href="classnnvm_1_1TShape.html#a729e818e61ffc870b87d5c84bfb1af85">nnvm::TShape::operator=</a></div><div class="ttdeci">TShape &amp; operator=(Tuple&lt; dim_t &gt; &amp;&amp;src)</div><div class="ttdoc">move assignment function from tshape</div><div class="ttdef"><b>Definition:</b> tuple.h:380</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a39bed8c606eefa4faef1088f21e94800"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a39bed8c606eefa4faef1088f21e94800">nnvm::Tuple::operator&lt;&lt;</a></div><div class="ttdeci">friend std::ostream &amp; operator&lt;&lt;(std::ostream &amp;os, const Tuple&lt; ValueType &gt; &amp;t)</div><div class="ttdoc">allow output string of tuple to ostream</div><div class="ttdef"><b>Definition:</b> tuple.h:203</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a53f8e366ba47090ce8b66689c4a7a912"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a53f8e366ba47090ce8b66689c4a7a912">nnvm::Tuple::Tuple</a></div><div class="ttdeci">Tuple(std::initializer_list&lt; ValueType &gt; init)</div><div class="ttdoc">constructor from initializer list</div><div class="ttdef"><b>Definition:</b> tuple.h:67</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a121c8f6369f53f626779ce9b98b42cee"><div class="ttname"><a href="classnnvm_1_1TShape.html#a121c8f6369f53f626779ce9b98b42cee">nnvm::TShape::data</a></div><div class="ttdeci">dim_t * data()</div><div class="ttdef"><b>Definition:</b> tuple.h:409</div></div>
<div class="ttc" id="anamespacedmlc_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="aclassnnvm_1_1Tuple_html_a3543b5243ccd3931543d846fa0a1f4da"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a3543b5243ccd3931543d846fa0a1f4da">nnvm::Tuple::begin</a></div><div class="ttdeci">const ValueType * begin() const</div><div class="ttdef"><b>Definition:</b> tuple.h:155</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a056441b8ac64e7f88cd1a84bcefa76c6"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a056441b8ac64e7f88cd1a84bcefa76c6">nnvm::Tuple::num_heap_allocated_</a></div><div class="ttdeci">uint32_t num_heap_allocated_</div><div class="ttdoc">number of cells allocated in data_heap_</div><div class="ttdef"><b>Definition:</b> tuple.h:306</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a0aaf6ae47fdf6af1dd2141e892f6a4fe"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a0aaf6ae47fdf6af1dd2141e892f6a4fe">nnvm::Tuple::~Tuple</a></div><div class="ttdeci">~Tuple()</div><div class="ttdoc">destructor</div><div class="ttdef"><b>Definition:</b> tuple.h:57</div></div>
<div class="ttc" id="a3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h_html"><div class="ttname"><a href="3rdparty_2tvm_2nnvm_2include_2nnvm_2base_8h.html">base.h</a></div><div class="ttdoc">Configuration of nnvm as well as basic data structure.</div></div>
<div class="ttc" id="anamespacedmlc_html_ae0e0e4f86115e4c4e7f761de5c8a6797"><div class="ttname"><a href="namespacedmlc.html#ae0e0e4f86115e4c4e7f761de5c8a6797">dmlc::DMLC_DECLARE_TYPE_NAME</a></div><div class="ttdeci">DMLC_DECLARE_TYPE_NAME(optional&lt; int &gt;, &quot;int or None&quot;)</div><div class="ttdoc">description for optional int</div></div>
<div class="ttc" id="aclassmxnet_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:396</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a1fb89f941e64164cebdb3bca612fc828"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a1fb89f941e64164cebdb3bca612fc828">nnvm::Tuple::operator[]</a></div><div class="ttdeci">ValueType &amp; operator[](size_t i)</div><div class="ttdoc">get corresponding index</div><div class="ttdef"><b>Definition:</b> tuple.h:173</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a0d1a4d05cfe3e882f97d2a5a3d4d3ddb"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a0d1a4d05cfe3e882f97d2a5a3d4d3ddb">nnvm::Tuple::kStackCache</a></div><div class="ttdeci">static const uint32_t kStackCache</div><div class="ttdef"><b>Definition:</b> tuple.h:302</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_abd08871f227505b80e9c1f93f3f60b1a"><div class="ttname"><a href="classnnvm_1_1Tuple.html#abd08871f227505b80e9c1f93f3f60b1a">nnvm::Tuple::ndim</a></div><div class="ttdeci">uint32_t ndim() const</div><div class="ttdef"><b>Definition:</b> tuple.h:167</div></div>
<div class="ttc" id="anamespacedmlc_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 &amp;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="aclassnnvm_1_1Tuple_html_a081abda5c3f8532816cc48c498f858b9"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a081abda5c3f8532816cc48c498f858b9">nnvm::Tuple::Tuple</a></div><div class="ttdeci">Tuple(Tuple&lt; ValueType &gt; &amp;&amp;src)</div><div class="ttdoc">move constructor from Tuple</div><div class="ttdef"><b>Definition:</b> tuple.h:80</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a3cf880f095569248102730519974420d"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a3cf880f095569248102730519974420d">nnvm::Tuple::operator!=</a></div><div class="ttdeci">bool operator!=(const Tuple&lt; ValueType &gt; &amp;s) const</div><div class="ttdef"><b>Definition:</b> tuple.h:153</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a9c4038e5f823db0b2129fcd1647b8e23"><div class="ttname"><a href="classnnvm_1_1TShape.html#a9c4038e5f823db0b2129fcd1647b8e23">nnvm::TShape::Size</a></div><div class="ttdeci">size_t Size() const</div><div class="ttdef"><b>Definition:</b> tuple.h:385</div></div>
<div class="ttc" id="ainclude_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:69</div></div>
<div class="ttc" id="astructmshadow_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:86</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a772e6cb922a81c05b5f59c46b271096e"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a772e6cb922a81c05b5f59c46b271096e">nnvm::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:90</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html"><div class="ttname"><a href="classnnvm_1_1TShape.html">nnvm::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:325</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a90a7ea6769707cf482d2a0721674973e"><div class="ttname"><a href="classnnvm_1_1TShape.html#a90a7ea6769707cf482d2a0721674973e">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape()=default</div><div class="ttdoc">default constructor</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a0f33bc2b1cf75b9ef9d738e5fd9ea7ee"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a0f33bc2b1cf75b9ef9d738e5fd9ea7ee">nnvm::Tuple::operator&gt;&gt;</a></div><div class="ttdeci">friend std::istream &amp; operator&gt;&gt;(std::istream &amp;is, Tuple&lt; ValueType &gt; &amp;t)</div><div class="ttdoc">read tuple from the istream</div><div class="ttdef"><b>Definition:</b> tuple.h:220</div></div>
<div class="ttc" id="aclassmxnet_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:394</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_ae3102c5444774e67e78d770707253d04"><div class="ttname"><a href="classnnvm_1_1TShape.html#ae3102c5444774e67e78d770707253d04">nnvm::TShape::data</a></div><div class="ttdeci">const dim_t * data() const</div><div class="ttdef"><b>Definition:</b> tuple.h:407</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_ab0c934d41efb579048dbbe96f96402af"><div class="ttname"><a href="classnnvm_1_1TShape.html#ab0c934d41efb579048dbbe96f96402af">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape(const Tuple&lt; dim_t &gt; &amp;s)</div><div class="ttdoc">copy constructor of TShape</div><div class="ttdef"><b>Definition:</b> tuple.h:341</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a8a93db990eae3c730e55b37736e52f59"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a8a93db990eae3c730e55b37736e52f59">nnvm::Tuple::swap</a></div><div class="ttdeci">void swap(Tuple&lt; ValueType &gt; &amp;other)</div><div class="ttdoc">Swap current object with other.</div><div class="ttdef"><b>Definition:</b> tuple.h:108</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a85cd49b3d6276b15b2ed1ec8fbb86f21"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a85cd49b3d6276b15b2ed1ec8fbb86f21">nnvm::Tuple::end</a></div><div class="ttdeci">ValueType * end()</div><div class="ttdef"><b>Definition:</b> tuple.h:163</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_aa1fb85efc45e1253d9772dff82331173"><div class="ttname"><a href="classnnvm_1_1Tuple.html#aa1fb85efc45e1253d9772dff82331173">nnvm::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:310</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_ac455a9d7c41e598b0de5245fa6bad76b"><div class="ttname"><a href="classnnvm_1_1Tuple.html#ac455a9d7c41e598b0de5245fa6bad76b">nnvm::Tuple::operator==</a></div><div class="ttdeci">bool operator==(const Tuple&lt; ValueType &gt; &amp;s) const</div><div class="ttdef"><b>Definition:</b> tuple.h:145</div></div>
<div class="ttc" id="anamespacennvm_html_a1742f4071051bd6949ef5f4f007a6e9a"><div class="ttname"><a href="namespacennvm.html#a1742f4071051bd6949ef5f4f007a6e9a">nnvm::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> tuple.h:39</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_aad171dde54960916c4bc0a53e567d252"><div class="ttname"><a href="classnnvm_1_1Tuple.html#aad171dde54960916c4bc0a53e567d252">nnvm::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:308</div></div>
<div class="ttc" id="aclassdmlc_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:190</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_aa7c30a4076c45242242e6c47933dc650"><div class="ttname"><a href="classnnvm_1_1Tuple.html#aa7c30a4076c45242242e6c47933dc650">nnvm::Tuple::operator[]</a></div><div class="ttdeci">const ValueType &amp; operator[](size_t i) const</div><div class="ttdoc">get corresponding index</div><div class="ttdef"><b>Definition:</b> tuple.h:179</div></div>
<div class="ttc" id="anamespacemshadow_html_ad2853583180a7dbe9cbf6b0e15ae60ef"><div class="ttname"><a href="namespacemshadow.html#ad2853583180a7dbe9cbf6b0e15ae60ef">mshadow::Shape2</a></div><div class="ttdeci">MSHADOW_XINLINE Shape&lt; 2 &gt; 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:230</div></div>
<div class="ttc" id="anamespacestd_html"><div class="ttname"><a href="namespacestd.html">std</a></div><div class="ttdef"><b>Definition:</b> optional.h:251</div></div>
<div class="ttc" id="astructmshadow_1_1Shape_html"><div class="ttname"><a href="structmshadow_1_1Shape.html">mshadow::Shape&lt; dim &gt;</a></div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_ac513f88b3fe6cdb8b6e35dbea95eb78d"><div class="ttname"><a href="classnnvm_1_1Tuple.html#ac513f88b3fe6cdb8b6e35dbea95eb78d">nnvm::Tuple::end</a></div><div class="ttdeci">const ValueType * end() const</div><div class="ttdef"><b>Definition:</b> tuple.h:159</div></div>
<div class="ttc" id="anamespacennvm_html_aeb3e89603b8701b127dd3671090196fd"><div class="ttname"><a href="namespacennvm.html#aeb3e89603b8701b127dd3671090196fd">nnvm::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:528</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a40f06745a50340512274e204a2bb1420"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a40f06745a50340512274e204a2bb1420">nnvm::Tuple::operator=</a></div><div class="ttdeci">Tuple&lt; ValueType &gt; &amp; operator=(Tuple&lt; ValueType &gt; &amp;&amp;src)</div><div class="ttdoc">assignment from rvalue of another tuple.</div><div class="ttdef"><b>Definition:</b> tuple.h:128</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a2889534b8584905bb3080fdf4a752511"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a2889534b8584905bb3080fdf4a752511">nnvm::Tuple::Tuple</a></div><div class="ttdeci">Tuple(const Tuple&lt; ValueType &gt; &amp;s)</div><div class="ttdoc">copy constructor from another tuple</div><div class="ttdef"><b>Definition:</b> tuple.h:62</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a0aeed1da6d706e42d640aff942afe8f4"><div class="ttname"><a href="classnnvm_1_1TShape.html#a0aeed1da6d706e42d640aff942afe8f4">nnvm::TShape::ProdShape</a></div><div class="ttdeci">size_t ProdShape(int dimstart, int dimend) const</div><div class="ttdef"><b>Definition:</b> tuple.h:398</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a8e951540ce8a2574c60f8719acf564e1"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a8e951540ce8a2574c60f8719acf564e1">nnvm::Tuple::operator=</a></div><div class="ttdeci">Tuple&lt; ValueType &gt; &amp; operator=(const Tuple&lt; ValueType &gt; &amp;src)</div><div class="ttdoc">assignment from another tuple.</div><div class="ttdef"><b>Definition:</b> tuple.h:119</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a65b30701dcaaf1c0253a16f5bcd89dce"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a65b30701dcaaf1c0253a16f5bcd89dce">nnvm::Tuple::ndim_</a></div><div class="ttdeci">uint32_t ndim_</div><div class="ttdoc">number of dimension of the tuple</div><div class="ttdef"><b>Definition:</b> tuple.h:304</div></div>
<div class="ttc" id="aclassmxnet_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:136</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a56f14a27c59b03ca62b43835dacbb3b3"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a56f14a27c59b03ca62b43835dacbb3b3">nnvm::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:184</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a56d8401183374bcea1fef948968fa49d"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a56d8401183374bcea1fef948968fa49d">nnvm::Tuple::Tuple</a></div><div class="ttdeci">Tuple(std::vector&lt; ValueType &gt; init)</div><div class="ttdoc">constructor from vector</div><div class="ttdef"><b>Definition:</b> tuple.h:72</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_afef33bf5464069a4ba6296bbced15485"><div class="ttname"><a href="classnnvm_1_1Tuple.html#afef33bf5464069a4ba6296bbced15485">nnvm::Tuple::begin</a></div><div class="ttdeci">ValueType * begin()</div><div class="ttdef"><b>Definition:</b> tuple.h:157</div></div>
<div class="ttc" id="aclassdmlc_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="aclassnnvm_1_1Tuple_html_aaa4407b3bd18c03b898831d6ced75f5b"><div class="ttname"><a href="classnnvm_1_1Tuple.html#aaa4407b3bd18c03b898831d6ced75f5b">nnvm::Tuple::SetDim</a></div><div class="ttdeci">void SetDim(uint32_t ndim)</div><div class="ttdef"><b>Definition:</b> tuple.h:312</div></div>
<div class="ttc" id="aclassnnvm_1_1TShape_html_a3eb05f4998fda4c0718ab30dcc5f8162"><div class="ttname"><a href="classnnvm_1_1TShape.html#a3eb05f4998fda4c0718ab30dcc5f8162">nnvm::TShape::TShape</a></div><div class="ttdeci">TShape(std::initializer_list&lt; dim_t &gt; init)</div><div class="ttdoc">constructor from initializer list</div><div class="ttdef"><b>Definition:</b> tuple.h:348</div></div>
<div class="ttc" id="aclassnnvm_1_1Tuple_html_a6723bb6ce20e0385353c8ed7a9325289"><div class="ttname"><a href="classnnvm_1_1Tuple.html#a6723bb6ce20e0385353c8ed7a9325289">nnvm::Tuple::operator=</a></div><div class="ttdeci">Tuple&lt; ValueType &gt; &amp; operator=(std::initializer_list&lt; ValueType &gt; init)</div><div class="ttdoc">assignment from initializer list</div><div class="ttdef"><b>Definition:</b> tuple.h:137</div></div>
<div class="ttc" id="aclassmxnet_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:398</div></div>
<div class="ttc" id="aclassmxnet_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&lt; ValueType &gt; &amp;other)</div><div class="ttdoc">Swap current object with other.</div><div class="ttdef"><b>Definition:</b> tuple.h:145</div></div>
<div class="ttc" id="anamespacemshadow_html_a2be3eab8d3469aa48c40d38881558bb9"><div class="ttname"><a href="namespacemshadow.html#a2be3eab8d3469aa48c40d38881558bb9">mshadow::Shape3</a></div><div class="ttdeci">MSHADOW_XINLINE Shape&lt; 3 &gt; 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:241</div></div>
<div class="ttc" id="astructstd_1_1hash_3_01nnvm_1_1Tuple_3_01T_01_4_01_4_html_a59a46d1d4bd78a8b62c7e40f4f1d053f"><div class="ttname"><a href="structstd_1_1hash_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a59a46d1d4bd78a8b62c7e40f4f1d053f">std::hash&lt; nnvm::Tuple&lt; T &gt; &gt;::operator()</a></div><div class="ttdeci">size_t operator()(const nnvm::Tuple&lt; T &gt; &amp;val) const</div><div class="ttdoc">hash a Tuple into unsigned int</div><div class="ttdef"><b>Definition:</b> tuple.h:582</div></div>
<div class="ttc" id="astructdmlc_1_1type__name__helper_3_01nnvm_1_1Tuple_3_01T_01_4_01_4_html_a5510098088b2fe5852125a425b7506cc"><div class="ttname"><a href="structdmlc_1_1type__name__helper_3_01nnvm_1_1Tuple_3_01T_01_4_01_4.html#a5510098088b2fe5852125a425b7506cc">dmlc::type_name_helper&lt; nnvm::Tuple&lt; T &gt; &gt;::value</a></div><div class="ttdeci">static std::string value()</div><div class="ttdef"><b>Definition:</b> tuple.h:614</div></div>
<div class="ttc" id="anamespacennvm_html"><div class="ttname"><a href="namespacennvm.html">nnvm</a></div><div class="ttdef"><b>Definition:</b> base.h:35</div></div>
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