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<li class="navelem"><a class="el" href="namespacemshadow.html">mshadow</a></li><li class="navelem"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> &#124;
<a href="#pub-attribs">Public Attributes</a> &#124;
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<div class="title">mshadow::Tensor&lt; Device, dimension, MSHADOW_DEFAULT_DTYPE &gt; Struct Template Reference</div> </div>
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<p>general tensor
<a href="structmshadow_1_1Tensor.html#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="tensor_8h_source.html">tensor.h</a>&gt;</code></p>
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Inheritance diagram for mshadow::Tensor&lt; Device, dimension, MSHADOW_DEFAULT_DTYPE &gt;:</div>
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Collaboration diagram for mshadow::Tensor&lt; Device, dimension, MSHADOW_DEFAULT_DTYPE &gt;:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a8ca611225170e609e8de31abc577474b"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a8ca611225170e609e8de31abc577474b">Tensor</a> (void)</td></tr>
<tr class="memdesc:a8ca611225170e609e8de31abc577474b"><td class="mdescLeft">&#160;</td><td class="mdescRight">default constructor <a href="structmshadow_1_1Tensor.html#a8ca611225170e609e8de31abc577474b">More...</a><br /></td></tr>
<tr class="separator:a8ca611225170e609e8de31abc577474b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a653a1a6ac33e797c18fe5178c99aeb63"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a653a1a6ac33e797c18fe5178c99aeb63">Tensor</a> (const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;shape)</td></tr>
<tr class="memdesc:a653a1a6ac33e797c18fe5178c99aeb63"><td class="mdescLeft">&#160;</td><td class="mdescRight">constructor from shape <br />
<a href="structmshadow_1_1Tensor.html#a653a1a6ac33e797c18fe5178c99aeb63">More...</a><br /></td></tr>
<tr class="separator:a653a1a6ac33e797c18fe5178c99aeb63"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac2d6efce5c9db0b5615669b504cf5a62"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#ac2d6efce5c9db0b5615669b504cf5a62">Tensor</a> (DType *dptr, const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;shape)</td></tr>
<tr class="memdesc:ac2d6efce5c9db0b5615669b504cf5a62"><td class="mdescLeft">&#160;</td><td class="mdescRight">constructor from data pointer and shape, without stride <a href="structmshadow_1_1Tensor.html#ac2d6efce5c9db0b5615669b504cf5a62">More...</a><br /></td></tr>
<tr class="separator:ac2d6efce5c9db0b5615669b504cf5a62"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a56f52a10e9aa77cba64ec497fa764322"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a56f52a10e9aa77cba64ec497fa764322">Tensor</a> (DType *dptr, const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;shape, <a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *stream)</td></tr>
<tr class="memdesc:a56f52a10e9aa77cba64ec497fa764322"><td class="mdescLeft">&#160;</td><td class="mdescRight">constructor from data pointer and shape, without stride <a href="structmshadow_1_1Tensor.html#a56f52a10e9aa77cba64ec497fa764322">More...</a><br /></td></tr>
<tr class="separator:a56f52a10e9aa77cba64ec497fa764322"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a46c74e5aea791724344d059e107cfa34"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a46c74e5aea791724344d059e107cfa34">Tensor</a> (DType *dptr, const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;shape, <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> stride, <a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *stream)</td></tr>
<tr class="memdesc:a46c74e5aea791724344d059e107cfa34"><td class="mdescLeft">&#160;</td><td class="mdescRight">constructor from data pointer and shape <br />
<a href="structmshadow_1_1Tensor.html#a46c74e5aea791724344d059e107cfa34">More...</a><br /></td></tr>
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<tr class="memitem:a6f19dfd9e4181e6b5500b50d48cf7e5c"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a6f19dfd9e4181e6b5500b50d48cf7e5c">set_stream</a> (<a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *stream)</td></tr>
<tr class="memdesc:a6f19dfd9e4181e6b5500b50d48cf7e5c"><td class="mdescLeft">&#160;</td><td class="mdescRight">set the stream to do computation of current tensor <a href="structmshadow_1_1Tensor.html#a6f19dfd9e4181e6b5500b50d48cf7e5c">More...</a><br /></td></tr>
<tr class="separator:a6f19dfd9e4181e6b5500b50d48cf7e5c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a810b0902ab38d4b6a6d55b86a1febd80"><td class="memTemplParams" colspan="2">template&lt;int startdim&gt; </td></tr>
<tr class="memitem:a810b0902ab38d4b6a6d55b86a1febd80"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a810b0902ab38d4b6a6d55b86a1febd80">MemSize</a> (void) const</td></tr>
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<tr class="memitem:a9cc7d01a1eb0825d7a3fcdabc8e58f07"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a9cc7d01a1eb0825d7a3fcdabc8e58f07">CheckContiguous</a> (void) const</td></tr>
<tr class="separator:a9cc7d01a1eb0825d7a3fcdabc8e58f07"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a01a586757f1d2abba12d0f4fdf2fdeb1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a01a586757f1d2abba12d0f4fdf2fdeb1">MSize</a> (void) const</td></tr>
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<tr class="memitem:a88cbcae11653307bfa4c99804320b638"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a88cbcae11653307bfa4c99804320b638">size</a> (int idx) const</td></tr>
<tr class="memdesc:a88cbcae11653307bfa4c99804320b638"><td class="mdescLeft">&#160;</td><td class="mdescRight">return size of i-th dimension, start counting from highest dimension <a href="structmshadow_1_1Tensor.html#a88cbcae11653307bfa4c99804320b638">More...</a><br /></td></tr>
<tr class="separator:a88cbcae11653307bfa4c99804320b638"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a66c736a2899eba9f83ee9ced3d02a944"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, 1, DType &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a66c736a2899eba9f83ee9ced3d02a944">FlatTo1D</a> (void) const</td></tr>
<tr class="memdesc:a66c736a2899eba9f83ee9ced3d02a944"><td class="mdescLeft">&#160;</td><td class="mdescRight">flatten the tensor to 1 dimension <a href="structmshadow_1_1Tensor.html#a66c736a2899eba9f83ee9ced3d02a944">More...</a><br /></td></tr>
<tr class="separator:a66c736a2899eba9f83ee9ced3d02a944"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a48a5927e810fbc45e43e92cfe397d9f2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, 2, DType &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a48a5927e810fbc45e43e92cfe397d9f2">FlatTo2D</a> (void) const</td></tr>
<tr class="memdesc:a48a5927e810fbc45e43e92cfe397d9f2"><td class="mdescLeft">&#160;</td><td class="mdescRight">flatten the tensor to 2 dimension, collapse the higher dimensions together <a href="structmshadow_1_1Tensor.html#a48a5927e810fbc45e43e92cfe397d9f2">More...</a><br /></td></tr>
<tr class="separator:a48a5927e810fbc45e43e92cfe397d9f2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad6d595c2864496f21f9642f102678711"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, <a class="el" href="structmshadow_1_1Tensor.html#a21893468e1d5a595c040e26c77ce8ae2">kSubdim</a>, DType &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#ad6d595c2864496f21f9642f102678711">operator[]</a> (<a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> idx) const</td></tr>
<tr class="memdesc:ad6d595c2864496f21f9642f102678711"><td class="mdescLeft">&#160;</td><td class="mdescRight">get a element of dimension - 1 <a href="structmshadow_1_1Tensor.html#ad6d595c2864496f21f9642f102678711">More...</a><br /></td></tr>
<tr class="separator:ad6d595c2864496f21f9642f102678711"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a95a73cfaf27ceeca3c54cf50fad665e9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a95a73cfaf27ceeca3c54cf50fad665e9">Slice</a> (<a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> begin, <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> end) const</td></tr>
<tr class="memdesc:a95a73cfaf27ceeca3c54cf50fad665e9"><td class="mdescLeft">&#160;</td><td class="mdescRight">slice the tensor in highest dimension [begin,end) <a href="structmshadow_1_1Tensor.html#a95a73cfaf27ceeca3c54cf50fad665e9">More...</a><br /></td></tr>
<tr class="separator:a95a73cfaf27ceeca3c54cf50fad665e9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abbe0542a36bb2ba0f5837a83b47b809d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#abbe0542a36bb2ba0f5837a83b47b809d">operator=</a> (const <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;exp)</td></tr>
<tr class="memdesc:abbe0542a36bb2ba0f5837a83b47b809d"><td class="mdescLeft">&#160;</td><td class="mdescRight">implement the assignment of same type <a href="structmshadow_1_1Tensor.html#abbe0542a36bb2ba0f5837a83b47b809d">More...</a><br /></td></tr>
<tr class="separator:abbe0542a36bb2ba0f5837a83b47b809d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9792526b9a83108c63471788d0c8fa0b"><td class="memTemplParams" colspan="2">template&lt;typename E , int etype&gt; </td></tr>
<tr class="memitem:a9792526b9a83108c63471788d0c8fa0b"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a9792526b9a83108c63471788d0c8fa0b">operator=</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">expr::Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:a9792526b9a83108c63471788d0c8fa0b"><td class="mdescLeft">&#160;</td><td class="mdescRight">functions to fit expression template <a href="structmshadow_1_1Tensor.html#a9792526b9a83108c63471788d0c8fa0b">More...</a><br /></td></tr>
<tr class="separator:a9792526b9a83108c63471788d0c8fa0b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:add6431b4c399ae29151780ce37a9d843"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#add6431b4c399ae29151780ce37a9d843">operator=</a> (const DType &amp;exp)</td></tr>
<tr class="memdesc:add6431b4c399ae29151780ce37a9d843"><td class="mdescLeft">&#160;</td><td class="mdescRight">functions to fit expression template <a href="structmshadow_1_1Tensor.html#add6431b4c399ae29151780ce37a9d843">More...</a><br /></td></tr>
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<tr class="inherit_header pub_methods_classmshadow_1_1expr_1_1RValueExp"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classmshadow_1_1expr_1_1RValueExp')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classmshadow_1_1expr_1_1RValueExp.html">mshadow::expr::RValueExp&lt; Tensor&lt; Device, dimension, DType &gt;, DType &gt;</a></td></tr>
<tr class="memitem:afbddc739cc4f38e6509be4fcab0c6158 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp</a>&lt; <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt;, DType &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#afbddc739cc4f38e6509be4fcab0c6158">T</a> (void) const</td></tr>
<tr class="memdesc:afbddc739cc4f38e6509be4fcab0c6158 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">transpose of a matrix <a href="classmshadow_1_1expr_1_1RValueExp.html#afbddc739cc4f38e6509be4fcab0c6158">More...</a><br /></td></tr>
<tr class="separator:afbddc739cc4f38e6509be4fcab0c6158 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9b71e7ff1b97916f59e80189d00c3397 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a9b71e7ff1b97916f59e80189d00c3397">operator+=</a> (DType s)</td></tr>
<tr class="memdesc:a9b71e7ff1b97916f59e80189d00c3397 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload <a href="classmshadow_1_1expr_1_1RValueExp.html#a9b71e7ff1b97916f59e80189d00c3397">More...</a><br /></td></tr>
<tr class="separator:a9b71e7ff1b97916f59e80189d00c3397 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a90fd315110a1411242d01910a62606b0 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a90fd315110a1411242d01910a62606b0">operator+=</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:a90fd315110a1411242d01910a62606b0 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">implementation of operator+= <a href="classmshadow_1_1expr_1_1RValueExp.html#a90fd315110a1411242d01910a62606b0">More...</a><br /></td></tr>
<tr class="separator:a90fd315110a1411242d01910a62606b0 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5a57ebc2e4664dbd449d5fad81437971 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a5a57ebc2e4664dbd449d5fad81437971">operator-=</a> (DType s)</td></tr>
<tr class="memdesc:a5a57ebc2e4664dbd449d5fad81437971 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload <a href="classmshadow_1_1expr_1_1RValueExp.html#a5a57ebc2e4664dbd449d5fad81437971">More...</a><br /></td></tr>
<tr class="separator:a5a57ebc2e4664dbd449d5fad81437971 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af17249e9767315e4354b47a6f8d32863 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#af17249e9767315e4354b47a6f8d32863">operator-=</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:af17249e9767315e4354b47a6f8d32863 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">implementation of operator-= <a href="classmshadow_1_1expr_1_1RValueExp.html#af17249e9767315e4354b47a6f8d32863">More...</a><br /></td></tr>
<tr class="separator:af17249e9767315e4354b47a6f8d32863 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2e48826ba1a6652d414fc3f18e7da7d3 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a2e48826ba1a6652d414fc3f18e7da7d3">operator*=</a> (DType s)</td></tr>
<tr class="memdesc:a2e48826ba1a6652d414fc3f18e7da7d3 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload <a href="classmshadow_1_1expr_1_1RValueExp.html#a2e48826ba1a6652d414fc3f18e7da7d3">More...</a><br /></td></tr>
<tr class="separator:a2e48826ba1a6652d414fc3f18e7da7d3 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a00168acddb335d598037453e72442f35 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a00168acddb335d598037453e72442f35">operator*=</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:a00168acddb335d598037453e72442f35 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">implementation of operator*= <a href="classmshadow_1_1expr_1_1RValueExp.html#a00168acddb335d598037453e72442f35">More...</a><br /></td></tr>
<tr class="separator:a00168acddb335d598037453e72442f35 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a74899aa6fba6c7244733947b2082e419 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a74899aa6fba6c7244733947b2082e419">operator/=</a> (DType s)</td></tr>
<tr class="memdesc:a74899aa6fba6c7244733947b2082e419 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload <a href="classmshadow_1_1expr_1_1RValueExp.html#a74899aa6fba6c7244733947b2082e419">More...</a><br /></td></tr>
<tr class="separator:a74899aa6fba6c7244733947b2082e419 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abe11ee1a68265237fc9b64aee7df0ff4 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#abe11ee1a68265237fc9b64aee7df0ff4">operator/=</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:abe11ee1a68265237fc9b64aee7df0ff4 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">implementation of operator/= <a href="classmshadow_1_1expr_1_1RValueExp.html#abe11ee1a68265237fc9b64aee7df0ff4">More...</a><br /></td></tr>
<tr class="separator:abe11ee1a68265237fc9b64aee7df0ff4 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a97259deba3e7b8b1876e1c032f62bd08 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">__assign</a> (DType s)</td></tr>
<tr class="memdesc:a97259deba3e7b8b1876e1c032f62bd08 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload <a href="classmshadow_1_1expr_1_1RValueExp.html#a97259deba3e7b8b1876e1c032f62bd08">More...</a><br /></td></tr>
<tr class="separator:a97259deba3e7b8b1876e1c032f62bd08 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a77989f0785ef5c2155af97b1387bf74d inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a77989f0785ef5c2155af97b1387bf74d">__assign</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; E, DType, etype &gt; &amp;exp)</td></tr>
<tr class="memdesc:a77989f0785ef5c2155af97b1387bf74d inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">we can not define container = container <a href="classmshadow_1_1expr_1_1RValueExp.html#a77989f0785ef5c2155af97b1387bf74d">More...</a><br /></td></tr>
<tr class="separator:a77989f0785ef5c2155af97b1387bf74d inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2298529deb71298e6a6a408150772012 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmshadow_1_1expr_1_1RValueExp.html#a2298529deb71298e6a6a408150772012">__assign</a> (const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">Exp</a>&lt; <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt;, DType, type::kRValue &gt; &amp;exp)</td></tr>
<tr class="memdesc:a2298529deb71298e6a6a408150772012 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="mdescLeft">&#160;</td><td class="mdescRight">operator overload, assign <a href="classmshadow_1_1expr_1_1RValueExp.html#a2298529deb71298e6a6a408150772012">More...</a><br /></td></tr>
<tr class="separator:a2298529deb71298e6a6a408150772012 inherit pub_methods_classmshadow_1_1expr_1_1RValueExp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_structmshadow_1_1expr_1_1Exp"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structmshadow_1_1expr_1_1Exp')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="structmshadow_1_1expr_1_1Exp.html">mshadow::expr::Exp&lt; Tensor&lt; Device, dimension, DType &gt;, DType, type::kRValue &gt;</a></td></tr>
<tr class="memitem:adb7e4afd0baed78d66cff87de0a6621f inherit pub_methods_structmshadow_1_1expr_1_1Exp"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1Exp.html#adb7e4afd0baed78d66cff87de0a6621f">self</a> (void) const</td></tr>
<tr class="separator:adb7e4afd0baed78d66cff87de0a6621f inherit pub_methods_structmshadow_1_1expr_1_1Exp"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad6f23b53ba2fc3c2b594cf2ddfba5b22 inherit pub_methods_structmshadow_1_1expr_1_1Exp"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1Exp.html#ad6f23b53ba2fc3c2b594cf2ddfba5b22">ptrself</a> (void)</td></tr>
<tr class="separator:ad6f23b53ba2fc3c2b594cf2ddfba5b22 inherit pub_methods_structmshadow_1_1expr_1_1Exp"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
Public Attributes</h2></td></tr>
<tr class="memitem:ad86d6759c585efb5229b3a0659973838"><td class="memItemLeft" align="right" valign="top">DType *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">dptr_</a> = nullptr</td></tr>
<tr class="memdesc:ad86d6759c585efb5229b3a0659973838"><td class="mdescLeft">&#160;</td><td class="mdescRight">pointer to the data <a href="structmshadow_1_1Tensor.html#ad86d6759c585efb5229b3a0659973838">More...</a><br /></td></tr>
<tr class="separator:ad86d6759c585efb5229b3a0659973838"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad10c7414c5948e789e8761df2083c4e5"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a></td></tr>
<tr class="memdesc:ad10c7414c5948e789e8761df2083c4e5"><td class="mdescLeft">&#160;</td><td class="mdescRight">shape of the tensor <a href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">More...</a><br /></td></tr>
<tr class="separator:ad10c7414c5948e789e8761df2083c4e5"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afee556f188e29bbd0ecc45fe98d3c1c3"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">stride_</a></td></tr>
<tr class="memdesc:afee556f188e29bbd0ecc45fe98d3c1c3"><td class="mdescLeft">&#160;</td><td class="mdescRight">storing the stride information in x dimension this is used to deal with pitch allocation in gpu or sse(align x dimension to 64bit) for efficiency <a href="structmshadow_1_1Tensor.html#afee556f188e29bbd0ecc45fe98d3c1c3">More...</a><br /></td></tr>
<tr class="separator:afee556f188e29bbd0ecc45fe98d3c1c3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a485d1558eaa9eded0b8fd23ed82c6298"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a></td></tr>
<tr class="memdesc:a485d1558eaa9eded0b8fd23ed82c6298"><td class="mdescLeft">&#160;</td><td class="mdescRight">stream where the computation lies stream is a device dependency concept where each computation <a href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">More...</a><br /></td></tr>
<tr class="separator:a485d1558eaa9eded0b8fd23ed82c6298"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-attribs"></a>
Static Public Attributes</h2></td></tr>
<tr class="memitem:ac0d4fee2fcb7f11ee3aaf751df960d20"><td class="memItemLeft" align="right" valign="top">static const bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#ac0d4fee2fcb7f11ee3aaf751df960d20">kDevCPU</a> = Device::kDevCPU</td></tr>
<tr class="memdesc:ac0d4fee2fcb7f11ee3aaf751df960d20"><td class="mdescLeft">&#160;</td><td class="mdescRight">whether current type lies in cpu <a href="structmshadow_1_1Tensor.html#ac0d4fee2fcb7f11ee3aaf751df960d20">More...</a><br /></td></tr>
<tr class="separator:ac0d4fee2fcb7f11ee3aaf751df960d20"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a21893468e1d5a595c040e26c77ce8ae2"><td class="memItemLeft" align="right" valign="top">static const int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1Tensor.html#a21893468e1d5a595c040e26c77ce8ae2">kSubdim</a> = dimension - 1</td></tr>
<tr class="memdesc:a21893468e1d5a595c040e26c77ce8ae2"><td class="mdescLeft">&#160;</td><td class="mdescRight">dimension of subtype <a href="structmshadow_1_1Tensor.html#a21893468e1d5a595c040e26c77ce8ae2">More...</a><br /></td></tr>
<tr class="separator:a21893468e1d5a595c040e26c77ce8ae2"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><h3>template&lt;typename Device, int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt;<br />
struct mshadow::Tensor&lt; Device, dimension, MSHADOW_DEFAULT_DTYPE &gt;</h3>
<p>general tensor </p>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">Device</td><td>which device the tensor is on </td></tr>
<tr><td class="paramname">dimension</td><td>dimension of the tensor </td></tr>
<tr><td class="paramname">DType</td><td>the type of elements in the tensor </td></tr>
</table>
</dd>
</dl>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a8ca611225170e609e8de31abc577474b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8ca611225170e609e8de31abc577474b">&#9670;&nbsp;</a></span>Tensor() <span class="overload">[1/5]</span></h2>
<div class="memitem">
<div class="memproto">
<div class="memtemplate">
template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
<table class="mlabels">
<tr>
<td class="mlabels-left">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a> </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</td>
<td class="mlabels-right">
<span class="mlabels"><span class="mlabel">inline</span></span> </td>
</tr>
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<p>default constructor </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a653a1a6ac33e797c18fe5178c99aeb63">&#9670;&nbsp;</a></span>Tensor() <span class="overload">[2/5]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a> </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;&#160;</td>
<td class="paramname"><em>shape</em></td><td>)</td>
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<p>constructor from shape <br />
</p>
</div>
</div>
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<h2 class="memtitle"><span class="permalink"><a href="#ac2d6efce5c9db0b5615669b504cf5a62">&#9670;&nbsp;</a></span>Tensor() <span class="overload">[3/5]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a> </td>
<td>(</td>
<td class="paramtype">DType *&#160;</td>
<td class="paramname"><em>dptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;&#160;</td>
<td class="paramname"><em>shape</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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<p>constructor from data pointer and shape, without stride </p>
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</div>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a> </td>
<td>(</td>
<td class="paramtype">DType *&#160;</td>
<td class="paramname"><em>dptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;&#160;</td>
<td class="paramname"><em>shape</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *&#160;</td>
<td class="paramname"><em>stream</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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<p>constructor from data pointer and shape, without stride </p>
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</div>
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<h2 class="memtitle"><span class="permalink"><a href="#a46c74e5aea791724344d059e107cfa34">&#9670;&nbsp;</a></span>Tensor() <span class="overload">[5/5]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::<a class="el" href="structmshadow_1_1Tensor.html">Tensor</a> </td>
<td>(</td>
<td class="paramtype">DType *&#160;</td>
<td class="paramname"><em>dptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt; dimension &gt; &amp;&#160;</td>
<td class="paramname"><em>shape</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td>
<td class="paramname"><em>stride</em>, </td>
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<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt; Device &gt; *&#160;</td>
<td class="paramname"><em>stream</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
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<p>constructor from data pointer and shape <br />
</p>
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<h2 class="groupheader">Member Function Documentation</h2>
<a id="a9cc7d01a1eb0825d7a3fcdabc8e58f07"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9cc7d01a1eb0825d7a3fcdabc8e58f07">&#9670;&nbsp;</a></span>CheckContiguous()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> bool <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::CheckContiguous </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<dl class="section return"><dt>Returns</dt><dd>whether the tensor's memory is continuous x dimension same as stride </dd></dl>
</div>
</div>
<a id="a66c736a2899eba9f83ee9ced3d02a944"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a66c736a2899eba9f83ee9ced3d02a944">&#9670;&nbsp;</a></span>FlatTo1D()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, 1, DType&gt; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::FlatTo1D </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<p>flatten the tensor to 1 dimension </p>
<dl class="section return"><dt>Returns</dt><dd>tensor after flatten </dd></dl>
</div>
</div>
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<h2 class="memtitle"><span class="permalink"><a href="#a48a5927e810fbc45e43e92cfe397d9f2">&#9670;&nbsp;</a></span>FlatTo2D()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, 2, DType&gt; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::FlatTo2D </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<p>flatten the tensor to 2 dimension, collapse the higher dimensions together </p>
<dl class="section return"><dt>Returns</dt><dd>tensor after flatten </dd></dl>
</div>
</div>
<a id="a810b0902ab38d4b6a6d55b86a1febd80"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a810b0902ab38d4b6a6d55b86a1febd80">&#9670;&nbsp;</a></span>MemSize()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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template&lt;int startdim&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::MemSize </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
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<dl class="section return"><dt>Returns</dt><dd>memory cost of the tensor, including the aligned x dimension </dd></dl>
<dl class="tparams"><dt>Template Parameters</dt><dd>
<table class="tparams">
<tr><td class="paramname">startdim</td><td>the starting dimension </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a01a586757f1d2abba12d0f4fdf2fdeb1"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a01a586757f1d2abba12d0f4fdf2fdeb1">&#9670;&nbsp;</a></span>MSize()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::MSize </td>
<td>(</td>
<td class="paramtype">void&#160;</td>
<td class="paramname"></td><td>)</td>
<td> const</td>
</tr>
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<dl class="section return"><dt>Returns</dt><dd>memory cost of the tensor, including the aligned x dimension </dd></dl>
</div>
</div>
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<h2 class="memtitle"><span class="permalink"><a href="#add6431b4c399ae29151780ce37a9d843">&#9670;&nbsp;</a></span>operator=() <span class="overload">[1/3]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, dimension, DType&gt;&amp; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::operator= </td>
<td>(</td>
<td class="paramtype">const DType &amp;&#160;</td>
<td class="paramname"><em>exp</em></td><td>)</td>
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<p>functions to fit expression template </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a9792526b9a83108c63471788d0c8fa0b">&#9670;&nbsp;</a></span>operator=() <span class="overload">[2/3]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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template&lt;typename E , int etype&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, dimension, DType&gt;&amp; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::operator= </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1expr_1_1Exp.html">expr::Exp</a>&lt; E, DType, etype &gt; &amp;&#160;</td>
<td class="paramname"><em>exp</em></td><td>)</td>
<td></td>
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<p>functions to fit expression template </p>
</div>
</div>
<a id="abbe0542a36bb2ba0f5837a83b47b809d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#abbe0542a36bb2ba0f5837a83b47b809d">&#9670;&nbsp;</a></span>operator=() <span class="overload">[3/3]</span></h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, dimension, DType&gt;&amp; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::operator= </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt; Device, dimension, DType &gt; &amp;&#160;</td>
<td class="paramname"><em>exp</em></td><td>)</td>
<td></td>
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<p>implement the assignment of same type </p>
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<h2 class="memtitle"><span class="permalink"><a href="#ad6d595c2864496f21f9642f102678711">&#9670;&nbsp;</a></span>operator[]()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, <a class="el" href="structmshadow_1_1Tensor.html#a21893468e1d5a595c040e26c77ce8ae2">kSubdim</a>, DType&gt; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::operator[] </td>
<td>(</td>
<td class="paramtype"><a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a>&#160;</td>
<td class="paramname"><em>idx</em></td><td>)</td>
<td> const</td>
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<p>get a element of dimension - 1 </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">idx</td><td>index </td></tr>
</table>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>the result tensor </dd></dl>
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<h2 class="memtitle"><span class="permalink"><a href="#a6f19dfd9e4181e6b5500b50d48cf7e5c">&#9670;&nbsp;</a></span>set_stream()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname">void <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::set_stream </td>
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<td class="paramname"><em>stream</em></td><td>)</td>
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<p>set the stream to do computation of current tensor </p>
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<tr><td class="paramname">stream</td><td>the computation stream </td></tr>
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<h2 class="memtitle"><span class="permalink"><a href="#a88cbcae11653307bfa4c99804320b638">&#9670;&nbsp;</a></span>size()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::size </td>
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<p>return size of i-th dimension, start counting from highest dimension </p>
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<tr><td class="paramname">idx</td><td>the dimension count from the highest dimensin </td></tr>
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<dl class="section return"><dt>Returns</dt><dd>the size </dd></dl>
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<h2 class="memtitle"><span class="permalink"><a href="#a95a73cfaf27ceeca3c54cf50fad665e9">&#9670;&nbsp;</a></span>Slice()</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <a class="el" href="structmshadow_1_1Tensor.html">Tensor</a>&lt;Device, dimension, DType&gt; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::Slice </td>
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<p>slice the tensor in highest dimension [begin,end) </p>
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<tr><td class="paramname">begin</td><td>begin position of slice </td></tr>
<tr><td class="paramname">end</td><td>end position of slice </td></tr>
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<dl class="section return"><dt>Returns</dt><dd>tensor after slice </dd></dl>
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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ad86d6759c585efb5229b3a0659973838">&#9670;&nbsp;</a></span>dptr_</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname">DType* <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::dptr_ = nullptr</td>
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<p>pointer to the data </p>
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<h2 class="memtitle"><span class="permalink"><a href="#ac0d4fee2fcb7f11ee3aaf751df960d20">&#9670;&nbsp;</a></span>kDevCPU</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname">const bool <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::kDevCPU = Device::kDevCPU</td>
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<p>whether current type lies in cpu </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a21893468e1d5a595c040e26c77ce8ae2">&#9670;&nbsp;</a></span>kSubdim</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname">const int <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::kSubdim = dimension - 1</td>
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<p>dimension of subtype </p>
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<h2 class="memtitle"><span class="permalink"><a href="#ad10c7414c5948e789e8761df2083c4e5">&#9670;&nbsp;</a></span>shape_</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Shape.html">Shape</a>&lt;dimension&gt; <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::shape_</td>
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<p>shape of the tensor </p>
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<h2 class="memtitle"><span class="permalink"><a href="#a485d1558eaa9eded0b8fd23ed82c6298">&#9670;&nbsp;</a></span>stream_</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="structmshadow_1_1Stream.html">Stream</a>&lt;Device&gt;* <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::stream_</td>
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<p>stream where the computation lies stream is a device dependency concept where each computation </p>
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<h2 class="memtitle"><span class="permalink"><a href="#afee556f188e29bbd0ecc45fe98d3c1c3">&#9670;&nbsp;</a></span>stride_</h2>
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template&lt;typename Device , int dimension, typename DType MSHADOW_DEFAULT_DTYPE&gt; </div>
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<td class="memname"><a class="el" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> <a class="el" href="structmshadow_1_1Tensor.html">mshadow::Tensor</a>&lt; Device, dimension, <a class="el" href="3rdparty_2mshadow_2mshadow_2base_8h.html#a1588e3cdf209b0cf13609d1c0e3838c7">MSHADOW_DEFAULT_DTYPE</a> &gt;::stride_</td>
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<p>storing the stride information in x dimension this is used to deal with pitch allocation in gpu or sse(align x dimension to 64bit) for efficiency </p>
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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>/work/mxnet/3rdparty/mshadow/mshadow/<a class="el" href="tensor_8h_source.html">tensor.h</a></li>
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