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<div class="title">NEBatchNormalizationLayerKernel Class Reference</div> </div>
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<p>Interface for the batch normalization layer kernel.
<a href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="_n_e_batch_normalization_layer_kernel_8h_source.xhtml">NEBatchNormalizationLayerKernel.h</a>&gt;</code></p>
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Collaboration diagram for NEBatchNormalizationLayerKernel:</div>
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Public Member Functions</h2></td></tr>
<tr class="memitem:a919d4b5219114921ee77fb603f27293d"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#a919d4b5219114921ee77fb603f27293d">NEBatchNormalizationLayerKernel</a> ()</td></tr>
<tr class="memdesc:a919d4b5219114921ee77fb603f27293d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default constructor. <a href="#a919d4b5219114921ee77fb603f27293d">More...</a><br/></td></tr>
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<tr class="memitem:a730c99eba78ee85f75f37933fde6b6da"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#a730c99eba78ee85f75f37933fde6b6da">NEBatchNormalizationLayerKernel</a> (const <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;)=delete</td></tr>
<tr class="memdesc:a730c99eba78ee85f75f37933fde6b6da"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#a730c99eba78ee85f75f37933fde6b6da">More...</a><br/></td></tr>
<tr class="separator:a730c99eba78ee85f75f37933fde6b6da"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a894acf4da15b0487db66df7d393df5e6"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#a894acf4da15b0487db66df7d393df5e6">operator=</a> (const <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;)=delete</td></tr>
<tr class="memdesc:a894acf4da15b0487db66df7d393df5e6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prevent instances of this class from being copied (As this class contains pointers) <a href="#a894acf4da15b0487db66df7d393df5e6">More...</a><br/></td></tr>
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<tr class="memitem:aa18ab98cab2bf614304feea9c95b0e9e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#aa18ab98cab2bf614304feea9c95b0e9e">NEBatchNormalizationLayerKernel</a> (<a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&amp;)=default</td></tr>
<tr class="memdesc:aa18ab98cab2bf614304feea9c95b0e9e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default Move Constructor. <a href="#aa18ab98cab2bf614304feea9c95b0e9e">More...</a><br/></td></tr>
<tr class="separator:aa18ab98cab2bf614304feea9c95b0e9e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae8298898728d539d56119daa4424e10a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#ae8298898728d539d56119daa4424e10a">operator=</a> (<a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&amp;)=default</td></tr>
<tr class="memdesc:ae8298898728d539d56119daa4424e10a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default move assignment operator. <a href="#ae8298898728d539d56119daa4424e10a">More...</a><br/></td></tr>
<tr class="separator:ae8298898728d539d56119daa4424e10a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5d323c6ced8450d0d3d76f5f58952a72"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#a5d323c6ced8450d0d3d76f5f58952a72">~NEBatchNormalizationLayerKernel</a> ()=default</td></tr>
<tr class="memdesc:a5d323c6ced8450d0d3d76f5f58952a72"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default destructor. <a href="#a5d323c6ced8450d0d3d76f5f58952a72">More...</a><br/></td></tr>
<tr class="separator:a5d323c6ced8450d0d3d76f5f58952a72"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aeb75a88fc585946720bf786f50e4b66d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#aeb75a88fc585946720bf786f50e4b66d">configure</a> (<a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *input, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *output, const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *mean, const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *var, const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *beta, const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *gamma, float epsilon)</td></tr>
<tr class="memdesc:aeb75a88fc585946720bf786f50e4b66d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Set the input and output tensors. <a href="#aeb75a88fc585946720bf786f50e4b66d">More...</a><br/></td></tr>
<tr class="separator:aeb75a88fc585946720bf786f50e4b66d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a112b35dd205c62ea6ed1447ef226da82"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml#a112b35dd205c62ea6ed1447ef226da82">run</a> (const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &amp;<a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a>, const <a class="el" href="structarm__compute_1_1_thread_info.xhtml">ThreadInfo</a> &amp;info) override</td></tr>
<tr class="memdesc:a112b35dd205c62ea6ed1447ef226da82"><td class="mdescLeft">&#160;</td><td class="mdescRight">Execute the kernel on the passed window. <a href="#a112b35dd205c62ea6ed1447ef226da82">More...</a><br/></td></tr>
<tr class="separator:a112b35dd205c62ea6ed1447ef226da82"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_p_p_kernel')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml">ICPPKernel</a></td></tr>
<tr class="memitem:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml#a033d17a97e07cea7fe83eefcf23540f6">~ICPPKernel</a> ()=default</td></tr>
<tr class="memdesc:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default destructor. <a href="#a033d17a97e07cea7fe83eefcf23540f6">More...</a><br/></td></tr>
<tr class="separator:a033d17a97e07cea7fe83eefcf23540f6 inherit pub_methods_classarm__compute_1_1_i_c_p_p_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classarm__compute_1_1_i_kernel"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_kernel')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_kernel.xhtml">IKernel</a></td></tr>
<tr class="memitem:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a7250cb8cbaa4104a93a2d77155085507">IKernel</a> ()</td></tr>
<tr class="memdesc:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor. <a href="#a7250cb8cbaa4104a93a2d77155085507">More...</a><br/></td></tr>
<tr class="separator:a7250cb8cbaa4104a93a2d77155085507 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a341b60d15a5e12a5b8f3825194dd3b12">~IKernel</a> ()=default</td></tr>
<tr class="memdesc:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor. <a href="#a341b60d15a5e12a5b8f3825194dd3b12">More...</a><br/></td></tr>
<tr class="separator:a341b60d15a5e12a5b8f3825194dd3b12 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#abfab8f0d4928e1081d9f65b77933e24a">is_parallelisable</a> () const </td></tr>
<tr class="memdesc:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">Indicates whether or not the kernel is parallelisable. <a href="#abfab8f0d4928e1081d9f65b77933e24a">More...</a><br/></td></tr>
<tr class="separator:abfab8f0d4928e1081d9f65b77933e24a inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">virtual <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#aa6daa9b04e2035bf007e5e5c3c4396a8">border_size</a> () const </td></tr>
<tr class="memdesc:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">The size of the border for that kernel. <a href="#aa6daa9b04e2035bf007e5e5c3c4396a8">More...</a><br/></td></tr>
<tr class="separator:aa6daa9b04e2035bf007e5e5c3c4396a8 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353">window</a> () const </td></tr>
<tr class="memdesc:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="mdescLeft">&#160;</td><td class="mdescRight">The maximum window the kernel can be executed on. <a href="#a3f5646133956f06348b310ccc3d36353">More...</a><br/></td></tr>
<tr class="separator:a3f5646133956f06348b310ccc3d36353 inherit pub_methods_classarm__compute_1_1_i_kernel"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Interface for the batch normalization layer kernel. </p>
<p>Definition at line <a class="el" href="_n_e_batch_normalization_layer_kernel_8h_source.xhtml#l00035">35</a> of file <a class="el" href="_n_e_batch_normalization_layer_kernel_8h_source.xhtml">NEBatchNormalizationLayerKernel.h</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<td class="memname"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
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<p>Default constructor. </p>
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<td class="memname"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&#160;</td>
<td class="paramname"></td><td>)</td>
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<span class="mlabels"><span class="mlabel">delete</span></span> </td>
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<p>Prevent instances of this class from being copied (As this class contains pointers) </p>
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<td class="memname"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> </td>
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<td class="paramtype"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> &amp;&amp;&#160;</td>
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<p>Default Move Constructor. </p>
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<td class="memname">~<a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a> </td>
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<p>Default destructor. </p>
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<h2 class="groupheader">Member Function Documentation</h2>
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<td class="memname">void configure </td>
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<p>Set the input and output tensors. </p>
<dl class="section note"><dt>Note</dt><dd>If the output tensor is a nullptr, the batch normalization function will be performed in-place</dd></dl>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramdir">[in,out]</td><td class="paramname">input</td><td>Source tensor. In case of <code>output</code> tensor = nullptr, this tensor will store the result. 3 lower dimensions represent a single input with dimensions [width, height, FM]. The rest are optional and used for representing batches. Data types supported: QS8/QS16/F16/F32. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">mean</td><td>Mean values tensor. 1 dimension with size equal to the feature maps [FM]. Data types supported: Same as <code>input</code> </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">var</td><td>Variance values tensor. 1 dimension with size equal to the feature maps [FM]. Data types supported: Same as <code>input</code> </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">gamma</td><td>Gamma values tensor. 1 dimension with size equal to the feature maps [FM]. Data types supported: Same as <code>input</code> </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">beta</td><td>Beta values tensor. 1 dimension with size equal to the feature maps [FM]. Data types supported: Same as <code>input</code> </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">epsilon</td><td>Small value to avoid division with zero. </td></tr>
<tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Output will have the same number of dimensions as input. Data type supported: same as <code>input</code> </td></tr>
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<td class="memname"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a>&amp; operator= </td>
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<p>Prevent instances of this class from being copied (As this class contains pointers) </p>
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<td class="memname"><a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer_kernel.xhtml">NEBatchNormalizationLayerKernel</a>&amp; operator= </td>
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<p>Default move assignment operator. </p>
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<td class="memname">void run </td>
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<p>Execute the kernel on the passed window. </p>
<dl class="section warning"><dt>Warning</dt><dd>If <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#abfab8f0d4928e1081d9f65b77933e24a" title="Indicates whether or not the kernel is parallelisable. ">is_parallelisable()</a> returns false then the passed window must be equal to <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a></dd></dl>
<dl class="section note"><dt>Note</dt><dd>The window has to be a region within the window returned by the <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a> method</dd>
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The width of the window has to be a multiple of num_elems_processed_per_iteration().</dd></dl>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramdir">[in]</td><td class="paramname">window</td><td>Region on which to execute the kernel. (Must be a region of the window returned by <a class="el" href="classarm__compute_1_1_i_kernel.xhtml#a3f5646133956f06348b310ccc3d36353" title="The maximum window the kernel can be executed on. ">window()</a>) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">info</td><td>Info about executing thread and CPU. </td></tr>
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<p>Implements <a class="el" href="classarm__compute_1_1_i_c_p_p_kernel.xhtml#af814ff5e96f40f1cccf809b2b4ee19ef">ICPPKernel</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
<li>arm_compute/core/NEON/kernels/<a class="el" href="_n_e_batch_normalization_layer_kernel_8h_source.xhtml">NEBatchNormalizationLayerKernel.h</a></li>
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