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<div class="textblock"><code>#include &lt;vector&gt;</code><br />
<code>#include &quot;<a class="el" href="extension_8h_source.html">../extension.h</a>&quot;</code><br />
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<p><a href="broadcast__with__axis_8h_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
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Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1BroadcastWithAxisExp.html">mshadow::expr::BroadcastWithAxisExp&lt; SrcExp, DType, dimsrc, dimdst &gt;</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor in the given axis. If keepdim is off, insert the broadcasting dim after axis. Otherwise broadcasting axis. <a href="structmshadow_1_1expr_1_1BroadcastWithAxisExp.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1BroadcastWithMultiAxesExp.html">mshadow::expr::BroadcastWithMultiAxesExp&lt; SrcExp, DType, dimsrc &gt;</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor in multiple axes. The dimension of the source tensor in the given axes must be 1. <a href="structmshadow_1_1expr_1_1BroadcastWithMultiAxesExp.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1Plan_3_01BroadcastWithAxisExp_3_01SrcExp_00_01DType_00_01dimsrc_00_01dimdst_01_4_00_01DType_01_4.html">mshadow::expr::Plan&lt; BroadcastWithAxisExp&lt; SrcExp, DType, dimsrc, dimdst &gt;, DType &gt;</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmshadow_1_1expr_1_1Plan_3_01BroadcastWithMultiAxesExp_3_01SrcExp_00_01DType_00_01dimsrc_01_4_00_01DType_01_4.html">mshadow::expr::Plan&lt; BroadcastWithMultiAxesExp&lt; SrcExp, DType, dimsrc &gt;, DType &gt;</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:namespacemshadow"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemshadow.html">mshadow</a></td></tr>
<tr class="memdesc:namespacemshadow"><td class="mdescLeft">&#160;</td><td class="mdescRight">overloaded + operator between half_t and bf16_t <br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:namespacemshadow_1_1expr"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemshadow_1_1expr.html">mshadow::expr</a></td></tr>
<tr class="memdesc:namespacemshadow_1_1expr"><td class="mdescLeft">&#160;</td><td class="mdescRight">namespace for abstract expressions and expressions template, have no dependency on <a class="el" href="tensor_8h.html" title="header file of tensor data structure and functions This lib requires explicit memory allocation and d...">tensor.h</a>, These data structure takes no charge in computations, they are only used to define operations and represent expression in a symbolic way <br /></td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a3b40739ff417f5a6ec3d8b0171d1c292"><td class="memTemplParams" colspan="2">template&lt;typename SrcExp , typename DType , int etype&gt; </td></tr>
<tr class="memitem:a3b40739ff417f5a6ec3d8b0171d1c292"><td class="memTemplItemLeft" align="right" valign="top">BroadcastWithAxisExp&lt; SrcExp, DType, ExpInfo&lt; SrcExp &gt;::kDim, ExpInfo&lt; SrcExp &gt;::kDim+1 &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemshadow_1_1expr.html#a3b40739ff417f5a6ec3d8b0171d1c292">mshadow::expr::broadcast_with_axis</a> (const Exp&lt; SrcExp, DType, etype &gt; &amp;src, const int axis, const index_t size)</td></tr>
<tr class="memdesc:a3b40739ff417f5a6ec3d8b0171d1c292"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor after given axis. <a href="namespacemshadow_1_1expr.html#a3b40739ff417f5a6ec3d8b0171d1c292">More...</a><br /></td></tr>
<tr class="separator:a3b40739ff417f5a6ec3d8b0171d1c292"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a79fcd13056e721f69d8bca5a95b023e1"><td class="memTemplParams" colspan="2">template&lt;typename SrcExp , typename DType , int etype&gt; </td></tr>
<tr class="memitem:a79fcd13056e721f69d8bca5a95b023e1"><td class="memTemplItemLeft" align="right" valign="top">BroadcastWithAxisExp&lt; SrcExp, DType, ExpInfo&lt; SrcExp &gt;::kDim, ExpInfo&lt; SrcExp &gt;::kDim &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemshadow_1_1expr.html#a79fcd13056e721f69d8bca5a95b023e1">mshadow::expr::broadcast_keepdim</a> (const Exp&lt; SrcExp, DType, etype &gt; &amp;src, const int axis, const index_t size)</td></tr>
<tr class="memdesc:a79fcd13056e721f69d8bca5a95b023e1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor in the given axis (keepdim turned on) <a href="namespacemshadow_1_1expr.html#a79fcd13056e721f69d8bca5a95b023e1">More...</a><br /></td></tr>
<tr class="separator:a79fcd13056e721f69d8bca5a95b023e1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5d94a706cf164b80bc07f1886edb620a"><td class="memTemplParams" colspan="2">template&lt;typename SrcExp , typename DType , int etype, typename TShape &gt; </td></tr>
<tr class="memitem:a5d94a706cf164b80bc07f1886edb620a"><td class="memTemplItemLeft" align="right" valign="top">BroadcastWithMultiAxesExp&lt; SrcExp, DType, ExpInfo&lt; SrcExp &gt;::kDim &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemshadow_1_1expr.html#a5d94a706cf164b80bc07f1886edb620a">mshadow::expr::broadcast_multi_axes</a> (const Exp&lt; SrcExp, DType, etype &gt; &amp;src, const TShape &amp;axes, const TShape &amp;sizes)</td></tr>
<tr class="memdesc:a5d94a706cf164b80bc07f1886edb620a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor in the given axis (keepdim turned on) <a href="namespacemshadow_1_1expr.html#a5d94a706cf164b80bc07f1886edb620a">More...</a><br /></td></tr>
<tr class="separator:a5d94a706cf164b80bc07f1886edb620a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac5800e088a9fe63b0efc32e1b2097b07"><td class="memTemplParams" colspan="2">template&lt;typename SrcExp , typename DType , int etype, typename TShape &gt; </td></tr>
<tr class="memitem:ac5800e088a9fe63b0efc32e1b2097b07"><td class="memTemplItemLeft" align="right" valign="top">BroadcastWithMultiAxesExp&lt; SrcExp, DType, ExpInfo&lt; SrcExp &gt;::kDim &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemshadow_1_1expr.html#ac5800e088a9fe63b0efc32e1b2097b07">mshadow::expr::broadcast_to</a> (const Exp&lt; SrcExp, DType, etype &gt; &amp;src, const TShape &amp;target_shape)</td></tr>
<tr class="memdesc:ac5800e088a9fe63b0efc32e1b2097b07"><td class="mdescLeft">&#160;</td><td class="mdescRight">Broadcasting the tensor to the target shape, dimension of different sizes must be 1 in the original tensor. <a href="namespacemshadow_1_1expr.html#ac5800e088a9fe63b0efc32e1b2097b07">More...</a><br /></td></tr>
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</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><dl class="section author"><dt>Author</dt><dd>Junyuan Xie, Xingjian Shi </dd></dl>
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