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<li class="navelem"><a class="el" href="dir_8cab8f464681f7cc51cee77e79a434cd.html">3rdparty</a></li><li class="navelem"><a class="el" href="dir_3e48ced36faa4eaa1b41f6d960bf0edb.html">mshadow</a></li><li class="navelem"><a class="el" href="dir_00b035bb2ad81894e6ad291054ea5f82.html">mshadow</a></li> </ul>
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<a href="tensor__container_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>
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<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; </div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="preprocessor">#ifndef MSHADOW_TENSOR_CONTAINER_H_</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#define MSHADOW_TENSOR_CONTAINER_H_</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="tensor_8h.html">./tensor.h</a>&quot;</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="3rdparty_2mshadow_2mshadow_2io_8h.html">./io.h</a>&quot;</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; </div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacemshadow.html">mshadow</a> {</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> Device, <span class="keywordtype">int</span> dimension, <span class="keyword">typename</span> DType = default_real_t&gt;</div>
<div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html"> 40</a></span>&#160;<span class="keyword">class </span><a class="code" href="classmshadow_1_1TensorContainer.html">TensorContainer</a>: <span class="keyword">public</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, dimension, DType&gt; {</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; <span class="keyword">public</span>:</div>
<div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#acb13c62d2ec6c22710386ff3a563caa9"> 46</a></span>&#160; <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1TensorContainer.html#acb13c62d2ec6c22710386ff3a563caa9">TensorContainer</a>(<span class="keywordtype">bool</span> <a class="code" href="namespacemshadow_1_1expr.html#a97c45c821ac8275dd75fa585f47b9e00">pad</a> = <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a72d4e933c0003ccdc01b5d5f054dcf39">MSHADOW_ALLOC_PAD</a>) {</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; this-&gt;pad_ = <a class="code" href="namespacemshadow_1_1expr.html#a97c45c821ac8275dd75fa585f47b9e00">pad</a>;</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = data_.dptr_ = NULL;</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>[0] = 0;</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = 0;</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; this-&gt;data_.stride_ = 0;</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; this-&gt;data_.shape_[0] = 0;</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; }</div>
<div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a83cb2a92e9e79b8c1b81092446e7d63f"> 58</a></span>&#160; <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a83cb2a92e9e79b8c1b81092446e7d63f">TensorContainer</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;dimension&gt;</a> &amp;shape) {</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; this-&gt;pad_ = <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a72d4e933c0003ccdc01b5d5f054dcf39">MSHADOW_ALLOC_PAD</a>;</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; data_.dptr_ = NULL;</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; this-&gt;AllocByShape(shape);</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; }</div>
<div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a876f7c112c6d3da1f22072faeb078a82"> 68</a></span>&#160; <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a876f7c112c6d3da1f22072faeb078a82">TensorContainer</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;dimension&gt;</a> &amp;shape, DType initv) {</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; this-&gt;pad_ = <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a72d4e933c0003ccdc01b5d5f054dcf39">MSHADOW_ALLOC_PAD</a>;</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; data_.dptr_ = NULL;</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; this-&gt;AllocByShape(shape);</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; (*this) = initv;</div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; }</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; <a class="code" href="classmshadow_1_1TensorContainer.html#acb13c62d2ec6c22710386ff3a563caa9">TensorContainer</a></div>
<div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#aee026f0ba6650526f44c7254e2b4c8c5"> 79</a></span>&#160; (<span class="keyword">const</span> <a class="code" href="classmshadow_1_1TensorContainer.html">TensorContainer&lt;Device, dimension, DType&gt;</a> &amp;src)</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; : pad_(src.pad_) {</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = data_.dptr_ = NULL;</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>[0] = 0;</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = 0;</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; this-&gt;data_.stride_ = 0;</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; this-&gt;data_.shape_[0] = 0;</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a> = src.<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a>;</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordflow">if</span> (src.<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> != NULL) {</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; this-&gt;AllocByShape(src.<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>);</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <a class="code" href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">mshadow::Copy</a>(*<span class="keyword">this</span>, src, this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a>);</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; }</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; }</div>
<div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a5e3af5c72d0278ac0b27bfe703e9f3ea"> 92</a></span>&#160; <a class="code" href="classmshadow_1_1TensorContainer.html#a5e3af5c72d0278ac0b27bfe703e9f3ea">~TensorContainer</a>(<span class="keywordtype">void</span>) <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a53a342d1f8cc22d36ed49e4c51c19f0c">MSHADOW_THROW_EXCEPTION</a> {</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; this-&gt;<a class="code" href="classmshadow_1_1TensorContainer.html#ac8aa2c89a5474a7f0e5d1dec26e2e378">Release</a>();</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; }</div>
<div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8"> 99</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8">Resize</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;dimension&gt;</a> &amp;shape) {</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;2&gt;</a> s2 = shape.<a class="code" href="structmshadow_1_1Shape.html#a91c0fd04c351199f119950b044ad9c99">FlatTo2D</a>();</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="keywordflow">if</span> (s2.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1] &gt; data_.stride_ || s2.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[0] &gt; data_.size(0)) {</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; this-&gt;AllocByShape(shape);</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a> = shape;</div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; <span class="keywordflow">if</span> (this-&gt;pad_) {</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = data_.stride_;</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = s2.<a class="code" href="structmshadow_1_1Shape.html#a398d94165ccfbaf1ba0e8fcbedfe48c6">shape_</a>[1];</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; }</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; }</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; }</div>
<div class="line"><a name="l00117"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a3a9d3363747f7a567bb6475a29482874"> 117</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a3a9d3363747f7a567bb6475a29482874">Resize</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;dimension&gt;</a> &amp;shape, DType initv) {</div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; this-&gt;<a class="code" href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8">Resize</a>(shape);</div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; (*this) = initv;</div>
<div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; }</div>
<div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#ac76ea9cb03e4f0f28c62588450bf0b75"> 122</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#ac76ea9cb03e4f0f28c62588450bf0b75">set_pad</a>(<span class="keywordtype">bool</span> <a class="code" href="namespacemshadow_1_1expr.html#a97c45c821ac8275dd75fa585f47b9e00">pad</a>) {</div>
<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; this-&gt;pad_ = <a class="code" href="namespacemshadow_1_1expr.html#a97c45c821ac8275dd75fa585f47b9e00">pad</a>;</div>
<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; }</div>
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00131"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a55018c83a2433cbfafb1554bddb9ba18"> 131</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a55018c83a2433cbfafb1554bddb9ba18">SaveBinary</a>(TStream &amp;fo)<span class="keyword"> const </span>{ <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; <a class="code" href="namespacemshadow.html#ac4e8e743843b86f7a9c7cccec38f1303">mshadow::SaveBinary</a>(fo, *<span class="keyword">this</span>);</div>
<div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; }</div>
<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> TStream&gt;</div>
<div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a15923b9ebaff8cefadc7e299abb25099"> 140</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#a15923b9ebaff8cefadc7e299abb25099">LoadBinary</a>(TStream &amp;fi) { <span class="comment">// NOLINT(*)</span></div>
<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;cpu, dimension, DType&gt;</a> tmp;</div>
<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; <a class="code" href="namespacemshadow.html#ad43315e17aadc0c14467dffb52401984">mshadow::LoadBinary</a>(fi, &amp;tmp, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; this-&gt;<a class="code" href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8">Resize</a>(tmp.<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>);</div>
<div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <a class="code" href="structmshadow_1_1Stream.html">Stream&lt;Device&gt;</a> stream;</div>
<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; <a class="code" href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">Copy</a>(*<span class="keyword">this</span>, tmp, &amp;stream);</div>
<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <a class="code" href="namespacemshadow.html#a3e8485c882dab873525b4b241e5db7ab">mshadow::FreeSpace</a>(&amp;tmp);</div>
<div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; }</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1TensorContainer.html">TensorContainer</a> &amp;<span class="keyword">operator</span>=</div>
<div class="line"><a name="l00154"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#af7477cb5ceca9ae1fe08384789393ac9"> 154</a></span>&#160; (<span class="keyword">const</span> <a class="code" href="classmshadow_1_1TensorContainer.html">TensorContainer&lt;Device, dimension, DType&gt;</a> &amp;src) {</div>
<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; this-&gt;pad_ = src.pad_;</div>
<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a> = src.<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a>;</div>
<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <span class="keywordflow">if</span> (src.<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> != NULL) {</div>
<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; this-&gt;<a class="code" href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8">Resize</a>(src.<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>);</div>
<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <a class="code" href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">mshadow::Copy</a>(*<span class="keyword">this</span>, src, this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a>);</div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; }</div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div>
<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; }</div>
<div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a67775c01cc68e7fbfc49bdfa764f55f4"> 164</a></span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;Device, dimension, DType&gt;</a> &amp;<a class="code" href="classmshadow_1_1TensorContainer.html#a67775c01cc68e7fbfc49bdfa764f55f4">operator=</a>(DType s) {</div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordflow">return</span> this-&gt;<a class="code" href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">__assign</a>(s);</div>
<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; }</div>
<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> E&gt;</div>
<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;Device, dimension, DType&gt;</a> &amp;</div>
<div class="line"><a name="l00170"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#aca16e777b91fb1e164cfac49906fce00"> 170</a></span>&#160; <a class="code" href="classmshadow_1_1TensorContainer.html#aca16e777b91fb1e164cfac49906fce00">operator=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">expr::Exp&lt;E, DType, expr::type::kMapper&gt;</a> &amp;exp) {</div>
<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keywordflow">return</span> this-&gt;<a class="code" href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">__assign</a>(exp);</div>
<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; }</div>
<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> E&gt;</div>
<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;Device, dimension, DType&gt;</a> &amp;</div>
<div class="line"><a name="l00176"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a9bfd7a5098c7ffe90a1f8d99b18a13a5"> 176</a></span>&#160; <a class="code" href="classmshadow_1_1TensorContainer.html#a9bfd7a5098c7ffe90a1f8d99b18a13a5">operator=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">expr::Exp&lt;E, DType, expr::type::kChainer&gt;</a> &amp;exp) {</div>
<div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160; <span class="keywordflow">return</span> this-&gt;<a class="code" href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">__assign</a>(exp);</div>
<div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; }</div>
<div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160; <span class="keyword">template</span>&lt;<span class="keyword">typename</span> E&gt;</div>
<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <span class="keyword">inline</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;Device, dimension, DType&gt;</a> &amp;</div>
<div class="line"><a name="l00182"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#a38be39d87c57ba0d7bcf299a67b7d0d6"> 182</a></span>&#160; <a class="code" href="classmshadow_1_1TensorContainer.html#a38be39d87c57ba0d7bcf299a67b7d0d6">operator=</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">expr::Exp&lt;E, DType, expr::type::kComplex&gt;</a> &amp;exp) {</div>
<div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; <span class="keywordflow">return</span> this-&gt;<a class="code" href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">__assign</a>(exp);</div>
<div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; }</div>
<div class="line"><a name="l00190"></a><span class="lineno"><a class="line" href="classmshadow_1_1TensorContainer.html#ac8aa2c89a5474a7f0e5d1dec26e2e378"> 190</a></span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classmshadow_1_1TensorContainer.html#ac8aa2c89a5474a7f0e5d1dec26e2e378">Release</a>(<span class="keywordtype">void</span>) {</div>
<div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160; <span class="keywordflow">if</span> (data_.dptr_ != NULL) {</div>
<div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>[0] = 0;</div>
<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = 0;</div>
<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; this-&gt;data_.stride_ = 0;</div>
<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; this-&gt;data_.shape_[0] = 0;</div>
<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; <span class="keywordflow">try</span> {</div>
<div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <a class="code" href="namespacemshadow.html#a3e8485c882dab873525b4b241e5db7ab">mshadow::FreeSpace</a>(&amp;data_);</div>
<div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; } <span class="keywordflow">catch</span> (<span class="keyword">const</span> dmlc::Error &amp;e) {</div>
<div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = data_.dptr_ = NULL;</div>
<div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; <span class="keywordflow">throw</span> e;</div>
<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; }</div>
<div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = data_.dptr_ = NULL;</div>
<div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; }</div>
<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; }</div>
<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; </div>
<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; <span class="keyword">private</span>:</div>
<div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="keywordtype">bool</span> pad_;</div>
<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; <a class="code" href="structmshadow_1_1Tensor.html">Tensor&lt;Device, 2, DType&gt;</a> data_;</div>
<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; </div>
<div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; <span class="keyword">inline</span> <span class="keywordtype">void</span> AllocByShape(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Shape.html">Shape&lt;dimension&gt;</a>&amp; shape) {</div>
<div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; <span class="keywordflow">if</span> (data_.<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> != NULL) this-&gt;<a class="code" href="classmshadow_1_1TensorContainer.html#ac8aa2c89a5474a7f0e5d1dec26e2e378">Release</a>();</div>
<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; data_.<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a> = shape.<a class="code" href="structmshadow_1_1Shape.html#a91c0fd04c351199f119950b044ad9c99">FlatTo2D</a>();</div>
<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <a class="code" href="namespacemshadow.html#aef49c3cef522198322017315341ac689">mshadow::AllocSpace</a>(&amp;data_, pad_);</div>
<div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = data_.<a class="code" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a>;</div>
<div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a> = shape;</div>
<div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; <span class="keywordflow">if</span> (this-&gt;pad_) {</div>
<div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = data_.<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a>;</div>
<div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; this-&gt;<a class="code" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a> = data_.<a class="code" href="structmshadow_1_1Tensor.html#a88cbcae11653307bfa4c99804320b638">size</a>(1);</div>
<div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; }</div>
<div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; }</div>
<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160;};</div>
<div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160;} <span class="comment">// namespace mshadow</span></div>
<div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160;<span class="preprocessor">#endif // MSHADOW_TENSOR_CONTAINER_H_</span></div>
</div><!-- fragment --></div><!-- contents -->
<div class="ttc" id="a3rdparty_2mshadow_2mshadow_2base_8h_html_a53a342d1f8cc22d36ed49e4c51c19f0c"><div class="ttname"><a href="3rdparty_2mshadow_2mshadow_2base_8h.html#a53a342d1f8cc22d36ed49e4c51c19f0c">MSHADOW_THROW_EXCEPTION</a></div><div class="ttdeci">#define MSHADOW_THROW_EXCEPTION</div><div class="ttdef"><b>Definition:</b> base.h:250</div></div>
<div class="ttc" id="anamespacemshadow_html_ad43315e17aadc0c14467dffb52401984"><div class="ttname"><a href="namespacemshadow.html#ad43315e17aadc0c14467dffb52401984">mshadow::LoadBinary</a></div><div class="ttdeci">void LoadBinary(TStream &amp;fi, Tensor&lt; cpu, dim, DType &gt; *dst, bool pre_alloc)</div><div class="ttdoc">CPU/GPU: load a tensor by binary format, for GPU version, a temp Tensor&lt;cpu,dim&gt; storage will be allo...</div><div class="ttdef"><b>Definition:</b> io.h:125</div></div>
<div class="ttc" id="astructmshadow_1_1Stream_html"><div class="ttname"><a href="structmshadow_1_1Stream.html">mshadow::Stream</a></div><div class="ttdoc">computaion stream structure, used for asynchronous computations</div><div class="ttdef"><b>Definition:</b> tensor.h:488</div></div>
<div class="ttc" id="a3rdparty_2mshadow_2mshadow_2io_8h_html"><div class="ttname"><a href="3rdparty_2mshadow_2mshadow_2io_8h.html">io.h</a></div><div class="ttdoc">definitions of I/O functions for mshadow tensor</div></div>
<div class="ttc" id="anamespacemshadow_html_a0435f827863555e4ed19bbc0cc81fa39"><div class="ttname"><a href="namespacemshadow.html#a0435f827863555e4ed19bbc0cc81fa39">mshadow::Copy</a></div><div class="ttdeci">void Copy(Tensor&lt; cpu, dim, DType &gt; dst, const Tensor&lt; cpu, dim, DType &gt; &amp;src, Stream&lt; cpu &gt; *stream=NULL)</div><div class="ttdoc">copy data from one tensor to another, with same shape</div><div class="ttdef"><b>Definition:</b> tensor_cpu-inl.h:145</div></div>
<div class="ttc" id="anamespacemshadow_html_a3e8485c882dab873525b4b241e5db7ab"><div class="ttname"><a href="namespacemshadow.html#a3e8485c882dab873525b4b241e5db7ab">mshadow::FreeSpace</a></div><div class="ttdeci">void FreeSpace(Tensor&lt; cpu, dim, DType &gt; *obj)</div><div class="ttdoc">CPU/GPU: free the space of tensor, will set obj.dptr to NULL.</div><div class="ttdef"><b>Definition:</b> tensor_cpu-inl.h:140</div></div>
<div class="ttc" id="astructmshadow_1_1Tensor_html"><div class="ttname"><a href="structmshadow_1_1Tensor.html">mshadow::Tensor</a></div><div class="ttdoc">general tensor</div><div class="ttdef"><b>Definition:</b> tensor.h:525</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a15923b9ebaff8cefadc7e299abb25099"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a15923b9ebaff8cefadc7e299abb25099">mshadow::TensorContainer::LoadBinary</a></div><div class="ttdeci">void LoadBinary(TStream &amp;fi)</div><div class="ttdoc">load by binary format, a temp Tensor&lt;cpu,dim&gt; storage will be allocated</div><div class="ttdef"><b>Definition:</b> tensor_container.h:140</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a5e3af5c72d0278ac0b27bfe703e9f3ea"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a5e3af5c72d0278ac0b27bfe703e9f3ea">mshadow::TensorContainer::~TensorContainer</a></div><div class="ttdeci">~TensorContainer(void) MSHADOW_THROW_EXCEPTION</div><div class="ttdef"><b>Definition:</b> tensor_container.h:92</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a3a9d3363747f7a567bb6475a29482874"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a3a9d3363747f7a567bb6475a29482874">mshadow::TensorContainer::Resize</a></div><div class="ttdeci">void Resize(const Shape&lt; dimension &gt; &amp;shape, DType initv)</div><div class="ttdoc">resize the container to given shape, and initialize, content is NOT preserved</div><div class="ttdef"><b>Definition:</b> tensor_container.h:117</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a67775c01cc68e7fbfc49bdfa764f55f4"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a67775c01cc68e7fbfc49bdfa764f55f4">mshadow::TensorContainer::operator=</a></div><div class="ttdeci">Tensor&lt; Device, dimension, DType &gt; &amp; operator=(DType s)</div><div class="ttdoc">functions to fit expression template</div><div class="ttdef"><b>Definition:</b> tensor_container.h:164</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a83cb2a92e9e79b8c1b81092446e7d63f"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a83cb2a92e9e79b8c1b81092446e7d63f">mshadow::TensorContainer::TensorContainer</a></div><div class="ttdeci">TensorContainer(const Shape&lt; dimension &gt; &amp;shape)</div><div class="ttdoc">constructor</div><div class="ttdef"><b>Definition:</b> tensor_container.h:58</div></div>
<div class="ttc" id="atensor_8h_html"><div class="ttname"><a href="tensor_8h.html">tensor.h</a></div><div class="ttdoc">header file of tensor data structure and functions This lib requires explicit memory allocation and d...</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a876f7c112c6d3da1f22072faeb078a82"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a876f7c112c6d3da1f22072faeb078a82">mshadow::TensorContainer::TensorContainer</a></div><div class="ttdeci">TensorContainer(const Shape&lt; dimension &gt; &amp;shape, DType initv)</div><div class="ttdoc">constructor</div><div class="ttdef"><b>Definition:</b> tensor_container.h:68</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_aca16e777b91fb1e164cfac49906fce00"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#aca16e777b91fb1e164cfac49906fce00">mshadow::TensorContainer::operator=</a></div><div class="ttdeci">Tensor&lt; Device, dimension, DType &gt; &amp; operator=(const expr::Exp&lt; E, DType, expr::type::kMapper &gt; &amp;exp)</div><div class="ttdoc">functions to fit expression template</div><div class="ttdef"><b>Definition:</b> tensor_container.h:170</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="astructmshadow_1_1Tensor_html_a485d1558eaa9eded0b8fd23ed82c6298"><div class="ttname"><a href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">mshadow::Tensor&lt; Device, dimension, default_real_t &gt;::stream_</a></div><div class="ttdeci">Stream&lt; Device &gt; * stream_</div><div class="ttdoc">stream where the computation lies stream is a device dependency concept where each computation</div><div class="ttdef"><b>Definition:</b> tensor.h:551</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a55018c83a2433cbfafb1554bddb9ba18"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a55018c83a2433cbfafb1554bddb9ba18">mshadow::TensorContainer::SaveBinary</a></div><div class="ttdeci">void SaveBinary(TStream &amp;fo) const</div><div class="ttdoc">save by binary format</div><div class="ttdef"><b>Definition:</b> tensor_container.h:131</div></div>
<div class="ttc" id="astructmshadow_1_1Shape_html_a91c0fd04c351199f119950b044ad9c99"><div class="ttname"><a href="structmshadow_1_1Shape.html#a91c0fd04c351199f119950b044ad9c99">mshadow::Shape::FlatTo2D</a></div><div class="ttdeci">MSHADOW_XINLINE Shape&lt; 2 &gt; FlatTo2D(void) const</div><div class="ttdef"><b>Definition:</b> tensor.h:146</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_ac8aa2c89a5474a7f0e5d1dec26e2e378"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#ac8aa2c89a5474a7f0e5d1dec26e2e378">mshadow::TensorContainer::Release</a></div><div class="ttdeci">void Release(void)</div><div class="ttdoc">Release the llocated space, The TensorContainer is still functionable, but will restart allocating sp...</div><div class="ttdef"><b>Definition:</b> tensor_container.h:190</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a9bfd7a5098c7ffe90a1f8d99b18a13a5"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a9bfd7a5098c7ffe90a1f8d99b18a13a5">mshadow::TensorContainer::operator=</a></div><div class="ttdeci">Tensor&lt; Device, dimension, DType &gt; &amp; operator=(const expr::Exp&lt; E, DType, expr::type::kChainer &gt; &amp;exp)</div><div class="ttdoc">functions to fit expression template</div><div class="ttdef"><b>Definition:</b> tensor_container.h:176</div></div>
<div class="ttc" id="astructmshadow_1_1Tensor_html_ad10c7414c5948e789e8761df2083c4e5"><div class="ttname"><a href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">mshadow::Tensor&lt; Device, dimension, default_real_t &gt;::shape_</a></div><div class="ttdeci">Shape&lt; dimension &gt; shape_</div><div class="ttdoc">shape of the tensor</div><div class="ttdef"><b>Definition:</b> tensor.h:541</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a6afe06f823ca587fe0051fbdc2228af8"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a6afe06f823ca587fe0051fbdc2228af8">mshadow::TensorContainer::Resize</a></div><div class="ttdeci">void Resize(const Shape&lt; dimension &gt; &amp;shape)</div><div class="ttdoc">resize the container to given shape, content is NOT preserved</div><div class="ttdef"><b>Definition:</b> tensor_container.h:99</div></div>
<div class="ttc" id="a3rdparty_2mshadow_2mshadow_2base_8h_html_a72d4e933c0003ccdc01b5d5f054dcf39"><div class="ttname"><a href="3rdparty_2mshadow_2mshadow_2base_8h.html#a72d4e933c0003ccdc01b5d5f054dcf39">MSHADOW_ALLOC_PAD</a></div><div class="ttdeci">#define MSHADOW_ALLOC_PAD</div><div class="ttdoc">whether do padding during allocation</div><div class="ttdef"><b>Definition:</b> base.h:73</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_acb13c62d2ec6c22710386ff3a563caa9"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#acb13c62d2ec6c22710386ff3a563caa9">mshadow::TensorContainer::TensorContainer</a></div><div class="ttdeci">TensorContainer(bool pad=MSHADOW_ALLOC_PAD)</div><div class="ttdoc">constructor</div><div class="ttdef"><b>Definition:</b> tensor_container.h:46</div></div>
<div class="ttc" id="astructmshadow_1_1expr_1_1Exp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1Exp.html">mshadow::expr::Exp</a></div><div class="ttdoc">defines how expression exp can be evaluated and stored into dst</div><div class="ttdef"><b>Definition:</b> expression.h:79</div></div>
<div class="ttc" id="anamespacemshadow_1_1expr_html_a97c45c821ac8275dd75fa585f47b9e00"><div class="ttname"><a href="namespacemshadow_1_1expr.html#a97c45c821ac8275dd75fa585f47b9e00">mshadow::expr::pad</a></div><div class="ttdeci">PaddingExp&lt; SrcExp, DType, ExpInfo&lt; SrcExp &gt;::kDim &gt; pad(const Exp&lt; SrcExp, DType, etype &gt; &amp;src, index_t pad)</div><div class="ttdoc">padding expression, pad a image with zeros on boundaries, padding affects shape[0],...</div><div class="ttdef"><b>Definition:</b> pad.h:71</div></div>
<div class="ttc" id="anamespacemshadow_html_aef49c3cef522198322017315341ac689"><div class="ttname"><a href="namespacemshadow.html#aef49c3cef522198322017315341ac689">mshadow::AllocSpace</a></div><div class="ttdeci">void AllocSpace(Tensor&lt; cpu, dim, DType &gt; *obj, bool pad=MSHADOW_ALLOC_PAD)</div><div class="ttdoc">CPU/CPU: allocate space for CTensor, according to the shape in the obj this function is responsible t...</div><div class="ttdef"><b>Definition:</b> tensor_cpu-inl.h:116</div></div>
<div class="ttc" id="anamespacemshadow_html"><div class="ttname"><a href="namespacemshadow.html">mshadow</a></div><div class="ttdoc">overloaded + operator between half_t and bf16_t</div><div class="ttdef"><b>Definition:</b> base.h:319</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_a38be39d87c57ba0d7bcf299a67b7d0d6"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#a38be39d87c57ba0d7bcf299a67b7d0d6">mshadow::TensorContainer::operator=</a></div><div class="ttdeci">Tensor&lt; Device, dimension, DType &gt; &amp; operator=(const expr::Exp&lt; E, DType, expr::type::kComplex &gt; &amp;exp)</div><div class="ttdoc">functions to fit expression template</div><div class="ttdef"><b>Definition:</b> tensor_container.h:182</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html">mshadow::TensorContainer</a></div><div class="ttdoc">tensor container that does memory allocation and resize like STL, use it to save the lines of FreeSpa...</div><div class="ttdef"><b>Definition:</b> tensor_container.h:40</div></div>
<div class="ttc" id="astructmshadow_1_1Shape_html"><div class="ttname"><a href="structmshadow_1_1Shape.html">mshadow::Shape</a></div><div class="ttdoc">shape of a tensor</div><div class="ttdef"><b>Definition:</b> tensor.h:64</div></div>
<div class="ttc" id="astructmshadow_1_1Tensor_html_ad86d6759c585efb5229b3a0659973838"><div class="ttname"><a href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">mshadow::Tensor&lt; Device, dimension, default_real_t &gt;::dptr_</a></div><div class="ttdeci">DType * dptr_</div><div class="ttdoc">pointer to the data</div><div class="ttdef"><b>Definition:</b> tensor.h:539</div></div>
<div class="ttc" id="anamespacemshadow_html_ac4e8e743843b86f7a9c7cccec38f1303"><div class="ttname"><a href="namespacemshadow.html#ac4e8e743843b86f7a9c7cccec38f1303">mshadow::SaveBinary</a></div><div class="ttdeci">void SaveBinary(TStream &amp;fo, const Tensor&lt; cpu, dim, DType &gt; &amp;src)</div><div class="ttdoc">CPU/GPU: save a tensor by binary format, for GPU version, a temp Tensor&lt;cpu,dim&gt; storage will be allo...</div><div class="ttdef"><b>Definition:</b> io.h:107</div></div>
<div class="ttc" id="astructmshadow_1_1Tensor_html_a88cbcae11653307bfa4c99804320b638"><div class="ttname"><a href="structmshadow_1_1Tensor.html#a88cbcae11653307bfa4c99804320b638">mshadow::Tensor::size</a></div><div class="ttdeci">MSHADOW_XINLINE index_t size(int idx) const</div><div class="ttdoc">return size of i-th dimension, start counting from highest dimension</div><div class="ttdef"><b>Definition:</b> tensor.h:610</div></div>
<div class="ttc" id="aclassmshadow_1_1expr_1_1RValueExp_html_a97259deba3e7b8b1876e1c032f62bd08"><div class="ttname"><a href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">mshadow::expr::RValueExp&lt; Tensor&lt; Device, dimension, DType &gt;, DType &gt;::__assign</a></div><div class="ttdeci">Tensor&lt; Device, dimension, DType &gt; &amp; __assign(DType s)</div><div class="ttdoc">operator overload</div><div class="ttdef"><b>Definition:</b> expression.h:178</div></div>
<div class="ttc" id="aclassmshadow_1_1TensorContainer_html_ac76ea9cb03e4f0f28c62588450bf0b75"><div class="ttname"><a href="classmshadow_1_1TensorContainer.html#ac76ea9cb03e4f0f28c62588450bf0b75">mshadow::TensorContainer::set_pad</a></div><div class="ttdeci">void set_pad(bool pad)</div><div class="ttdoc">set whether padding is allowed in tensor</div><div class="ttdef"><b>Definition:</b> tensor_container.h:122</div></div>
<div class="ttc" id="astructmshadow_1_1Tensor_html_afee556f188e29bbd0ecc45fe98d3c1c3"><div class="ttname"><a href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">mshadow::Tensor&lt; Device, dimension, default_real_t &gt;::stride_</a></div><div class="ttdeci">index_t stride_</div><div class="ttdoc">storing the stride information in x dimension this is used to deal with pitch allocation in gpu or ss...</div><div class="ttdef"><b>Definition:</b> tensor.h:546</div></div>
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