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| <div class="title">FullyConnectedDescriptor Struct Reference</div> </div> |
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| |
| <p>A <a class="el" href="structarmnn_1_1_fully_connected_descriptor.html" title="A FullyConnectedDescriptor for the FullyConnectedLayer.">FullyConnectedDescriptor</a> for the <a class="el" href="classarmnn_1_1_fully_connected_layer.html" title="This layer represents a fully connected operation.">FullyConnectedLayer</a>. |
| <a href="structarmnn_1_1_fully_connected_descriptor.html#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>></code></p> |
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| Inheritance diagram for FullyConnectedDescriptor:</div> |
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| Collaboration diagram for FullyConnectedDescriptor:</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:ab70cd7344da13580556ea1af358a8a8b"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#ab70cd7344da13580556ea1af358a8a8b">FullyConnectedDescriptor</a> ()</td></tr> |
| <tr class="separator:ab70cd7344da13580556ea1af358a8a8b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a81499fc0c8844290c0f273b6c5e184a1"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#a81499fc0c8844290c0f273b6c5e184a1">operator==</a> (const <a class="el" href="structarmnn_1_1_fully_connected_descriptor.html">FullyConnectedDescriptor</a> &rhs) const</td></tr> |
| <tr class="separator:a81499fc0c8844290c0f273b6c5e184a1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a62938964ffd34d5af3f2d56ca1183b18"><td class="memItemLeft" align="right" valign="top">uint32_t </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#a62938964ffd34d5af3f2d56ca1183b18">GetNumInputs</a> () const</td></tr> |
| <tr class="memdesc:a62938964ffd34d5af3f2d56ca1183b18"><td class="mdescLeft"> </td><td class="mdescRight">Get the number of inputs. <a href="structarmnn_1_1_fully_connected_descriptor.html#a62938964ffd34d5af3f2d56ca1183b18">More...</a><br /></td></tr> |
| <tr class="separator:a62938964ffd34d5af3f2d56ca1183b18"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="inherit_header pub_methods_structarmnn_1_1_base_descriptor"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structarmnn_1_1_base_descriptor')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="structarmnn_1_1_base_descriptor.html">BaseDescriptor</a></td></tr> |
| <tr class="memitem:ac618666b3c6d65d2c88bcbb7abeed343 inherit pub_methods_structarmnn_1_1_base_descriptor"><td class="memItemLeft" align="right" valign="top">virtual bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_base_descriptor.html#ac618666b3c6d65d2c88bcbb7abeed343">IsNull</a> () const</td></tr> |
| <tr class="separator:ac618666b3c6d65d2c88bcbb7abeed343 inherit pub_methods_structarmnn_1_1_base_descriptor"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5e0f82ef2f18eb897e6d6f1845e74033 inherit pub_methods_structarmnn_1_1_base_descriptor"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_base_descriptor.html#a5e0f82ef2f18eb897e6d6f1845e74033">~BaseDescriptor</a> ()=default</td></tr> |
| <tr class="separator:a5e0f82ef2f18eb897e6d6f1845e74033 inherit pub_methods_structarmnn_1_1_base_descriptor"><td class="memSeparator" colspan="2"> </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:aea202e14d8874cefd9a0f778022b7e25"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">m_BiasEnabled</a></td></tr> |
| <tr class="memdesc:aea202e14d8874cefd9a0f778022b7e25"><td class="mdescLeft"> </td><td class="mdescRight">Enable/disable bias. <a href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">More...</a><br /></td></tr> |
| <tr class="separator:aea202e14d8874cefd9a0f778022b7e25"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a281fcaec86e17c97f7b8402633f6b55a"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#a281fcaec86e17c97f7b8402633f6b55a">m_TransposeWeightMatrix</a></td></tr> |
| <tr class="memdesc:a281fcaec86e17c97f7b8402633f6b55a"><td class="mdescLeft"> </td><td class="mdescRight">Enable/disable transpose weight matrix. <a href="structarmnn_1_1_fully_connected_descriptor.html#a281fcaec86e17c97f7b8402633f6b55a">More...</a><br /></td></tr> |
| <tr class="separator:a281fcaec86e17c97f7b8402633f6b55a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2d3dcfc10f90adedc995b64211dab6e9"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html#a2d3dcfc10f90adedc995b64211dab6e9">m_ConstantWeights</a></td></tr> |
| <tr class="memdesc:a2d3dcfc10f90adedc995b64211dab6e9"><td class="mdescLeft"> </td><td class="mdescRight">Enable/disable constant weights and biases. <a href="structarmnn_1_1_fully_connected_descriptor.html#a2d3dcfc10f90adedc995b64211dab6e9">More...</a><br /></td></tr> |
| <tr class="separator:a2d3dcfc10f90adedc995b64211dab6e9"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>A <a class="el" href="structarmnn_1_1_fully_connected_descriptor.html" title="A FullyConnectedDescriptor for the FullyConnectedLayer.">FullyConnectedDescriptor</a> for the <a class="el" href="classarmnn_1_1_fully_connected_layer.html" title="This layer represents a fully connected operation.">FullyConnectedLayer</a>. </p> |
| <dl class="section examples"><dt>Examples</dt><dd><a class="el" href="_async_execution_sample_8cpp-example.html#_a10">AsyncExecutionSample.cpp</a>, <a class="el" href="_custom_memory_allocator_sample_8cpp-example.html#_a10">CustomMemoryAllocatorSample.cpp</a>, and <a class="el" href="_simple_sample_8cpp-example.html#_a10">SimpleSample.cpp</a>.</dd> |
| </dl> |
| |
| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00507">507</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| </div><h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| <a id="ab70cd7344da13580556ea1af358a8a8b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ab70cd7344da13580556ea1af358a8a8b">◆ </a></span>FullyConnectedDescriptor()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="structarmnn_1_1_fully_connected_descriptor.html">FullyConnectedDescriptor</a> </td> |
| <td>(</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> |
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| </div><div class="memdoc"> |
| |
| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00509">509</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  : <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">m_BiasEnabled</a>(<span class="keyword">false</span>)</div> |
| <div class="line"><a name="l00511"></a><span class="lineno"> 511</span>  , <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#a281fcaec86e17c97f7b8402633f6b55a">m_TransposeWeightMatrix</a>(<span class="keyword">false</span>)</div> |
| <div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  , <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#a2d3dcfc10f90adedc995b64211dab6e9">m_ConstantWeights</a>(<span class="keyword">true</span>)</div> |
| <div class="line"><a name="l00513"></a><span class="lineno"> 513</span>  {}</div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <h2 class="groupheader">Member Function Documentation</h2> |
| <a id="a62938964ffd34d5af3f2d56ca1183b18"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a62938964ffd34d5af3f2d56ca1183b18">◆ </a></span>GetNumInputs()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
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| <td class="memname">uint32_t GetNumInputs </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td> const</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
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| <p>Get the number of inputs. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_descriptors_8cpp_source.html#l00474">474</a> of file <a class="el" href="_descriptors_8cpp_source.html">Descriptors.cpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00475"></a><span class="lineno"> 475</span> {</div> |
| <div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#aed508ea8d7b3ef4e171cb6f178acf086">armnn::GetNumInputs</a>(<a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">m_BiasEnabled</a>);</div> |
| <div class="line"><a name="l00477"></a><span class="lineno"> 477</span> }</div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_descriptors_8cpp_source.html#l00454">armnn::GetNumInputs()</a>, and <a class="el" href="_descriptors_8hpp_source.html#l00526">FullyConnectedDescriptor::m_BiasEnabled</a>.</p> |
| |
| <p class="reference">Referenced by <a class="el" href="_cl_fully_connected_workload_8cpp_source.html#l00051">ClFullyConnectedWorkload::ClFullyConnectedWorkload()</a>, and <a class="el" href="_neon_fully_connected_workload_8cpp_source.html#l00055">NeonFullyConnectedWorkload::NeonFullyConnectedWorkload()</a>.</p> |
| |
| </div> |
| </div> |
| <a id="a81499fc0c8844290c0f273b6c5e184a1"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a81499fc0c8844290c0f273b6c5e184a1">◆ </a></span>operator==()</h2> |
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| <td class="mlabels-left"> |
| <table class="memname"> |
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| <td class="memname">bool operator== </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="structarmnn_1_1_fully_connected_descriptor.html">FullyConnectedDescriptor</a> & </td> |
| <td class="paramname"><em>rhs</em></td><td>)</td> |
| <td> const</td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00515">515</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  {</div> |
| <div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">m_BiasEnabled</a> == rhs.m_BiasEnabled</div> |
| <div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  && <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#a281fcaec86e17c97f7b8402633f6b55a">m_TransposeWeightMatrix</a> == rhs.m_TransposeWeightMatrix</div> |
| <div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  && <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html#a2d3dcfc10f90adedc995b64211dab6e9">m_ConstantWeights</a> == rhs.m_ConstantWeights;</div> |
| <div class="line"><a name="l00520"></a><span class="lineno"> 520</span>  }</div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_descriptors_8hpp_source.html#l00526">FullyConnectedDescriptor::m_BiasEnabled</a>, <a class="el" href="_descriptors_8hpp_source.html#l00530">FullyConnectedDescriptor::m_ConstantWeights</a>, and <a class="el" href="_descriptors_8hpp_source.html#l00528">FullyConnectedDescriptor::m_TransposeWeightMatrix</a>.</p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Member Data Documentation</h2> |
| <a id="aea202e14d8874cefd9a0f778022b7e25"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aea202e14d8874cefd9a0f778022b7e25">◆ </a></span>m_BiasEnabled</h2> |
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| <td class="memname">bool m_BiasEnabled</td> |
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| </div><div class="memdoc"> |
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| <p>Enable/disable bias. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00526">526</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| |
| <p class="reference">Referenced by <a class="el" href="_cl_fully_connected_workload_8cpp_source.html#l00051">ClFullyConnectedWorkload::ClFullyConnectedWorkload()</a>, <a class="el" href="_neon_fully_connected_workload_8cpp_source.html#l00112">NeonFullyConnectedWorkload::Execute()</a>, <a class="el" href="_descriptors_8cpp_source.html#l00474">FullyConnectedDescriptor::GetNumInputs()</a>, <a class="el" href="_ref_layer_support_8cpp_source.html#l01525">RefLayerSupport::IsFullyConnectedSupported()</a>, <a class="el" href="_backend_helper_8cpp_source.html#l00703">LayerSupportHandle::IsFullyConnectedSupported()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00515">FullyConnectedDescriptor::operator==()</a>, <a class="el" href="_neon_backend_8cpp_source.html#l00144">NeonBackend::OptimizeSubgraphView()</a>, <a class="el" href="_cl_backend_8cpp_source.html#l00293">ClBackend::OptimizeSubgraphView()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.html#l00209">StringifyLayerParameters< FullyConnectedDescriptor >::Serialize()</a>, and <a class="el" href="_workload_data_8cpp_source.html#l01033">FullyConnectedQueueDescriptor::Validate()</a>.</p> |
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| <a id="a2d3dcfc10f90adedc995b64211dab6e9"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a2d3dcfc10f90adedc995b64211dab6e9">◆ </a></span>m_ConstantWeights</h2> |
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| <div class="memitem"> |
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| <td class="memname">bool m_ConstantWeights</td> |
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| </div><div class="memdoc"> |
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| <p>Enable/disable constant weights and biases. </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00530">530</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_backend_helper_8cpp_source.html#l00703">LayerSupportHandle::IsFullyConnectedSupported()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00515">FullyConnectedDescriptor::operator==()</a>, and <a class="el" href="_serialize_layer_parameters_8cpp_source.html#l00209">StringifyLayerParameters< FullyConnectedDescriptor >::Serialize()</a>.</p> |
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| </div> |
| </div> |
| <a id="a281fcaec86e17c97f7b8402633f6b55a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a281fcaec86e17c97f7b8402633f6b55a">◆ </a></span>m_TransposeWeightMatrix</h2> |
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| <div class="memitem"> |
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| <table class="memname"> |
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| <td class="memname">bool m_TransposeWeightMatrix</td> |
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| <p>Enable/disable transpose weight matrix. </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00528">528</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_arm_compute_utils_8hpp_source.html#l00194">armnn::ConvertFullyConnectedDescriptorToAclFullyConnectedLayerInfo()</a>, <a class="el" href="_fully_connected_layer_8cpp_source.html#l00035">FullyConnectedLayer::InferOutputShapes()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00515">FullyConnectedDescriptor::operator==()</a>, and <a class="el" href="_serialize_layer_parameters_8cpp_source.html#l00209">StringifyLayerParameters< FullyConnectedDescriptor >::Serialize()</a>.</p> |
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| </div> |
| </div> |
| <hr/>The documentation for this struct was generated from the following files:<ul> |
| <li>include/armnn/<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a></li> |
| <li>src/armnn/<a class="el" href="_descriptors_8cpp_source.html">Descriptors.cpp</a></li> |
| </ul> |
| </div><!-- contents --> |
| </div><!-- doc-content --> |
| <div class="ttc" id="astructarmnn_1_1_fully_connected_descriptor_html_a2d3dcfc10f90adedc995b64211dab6e9"><div class="ttname"><a href="structarmnn_1_1_fully_connected_descriptor.html#a2d3dcfc10f90adedc995b64211dab6e9">armnn::FullyConnectedDescriptor::m_ConstantWeights</a></div><div class="ttdeci">bool m_ConstantWeights</div><div class="ttdoc">Enable/disable constant weights and biases.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00530">Descriptors.hpp:530</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_fully_connected_descriptor_html_a281fcaec86e17c97f7b8402633f6b55a"><div class="ttname"><a href="structarmnn_1_1_fully_connected_descriptor.html#a281fcaec86e17c97f7b8402633f6b55a">armnn::FullyConnectedDescriptor::m_TransposeWeightMatrix</a></div><div class="ttdeci">bool m_TransposeWeightMatrix</div><div class="ttdoc">Enable/disable transpose weight matrix.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00528">Descriptors.hpp:528</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_fully_connected_descriptor_html_aea202e14d8874cefd9a0f778022b7e25"><div class="ttname"><a href="structarmnn_1_1_fully_connected_descriptor.html#aea202e14d8874cefd9a0f778022b7e25">armnn::FullyConnectedDescriptor::m_BiasEnabled</a></div><div class="ttdeci">bool m_BiasEnabled</div><div class="ttdoc">Enable/disable bias.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00526">Descriptors.hpp:526</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_aed508ea8d7b3ef4e171cb6f178acf086"><div class="ttname"><a href="namespacearmnn.html#aed508ea8d7b3ef4e171cb6f178acf086">armnn::GetNumInputs</a></div><div class="ttdeci">uint32_t GetNumInputs(bool biasEnabled)</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8cpp_source.html#l00454">Descriptors.cpp:454</a></div></div> |
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