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| <div class="title">FullyConnectedLayer.hpp</div> </div> |
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| <a href="_fully_connected_layer_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_layer_with_parameters_8hpp.html">LayerWithParameters.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> </div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> {</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="keyword">class </span>ScopedCpuTensorHandle;</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00015"></a><span class="lineno"><a class="line" href="classarmnn_1_1_fully_connected_layer.html"> 15</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1_fully_connected_layer.html">FullyConnectedLayer</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_layer_with_parameters.html">LayerWithParameters</a><FullyConnectedDescriptor></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> {</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00019"></a><span class="lineno"><a class="line" href="classarmnn_1_1_fully_connected_layer.html#a2664044e28e69309ea08ef385fe53903"> 19</a></span>  std::unique_ptr<ScopedCpuTensorHandle> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a2664044e28e69309ea08ef385fe53903">m_Weight</a>;</div><div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="classarmnn_1_1_fully_connected_layer.html#a39925bc24d3afcfb322a46a5884fadb9"> 21</a></span>  std::unique_ptr<ScopedCpuTensorHandle> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a39925bc24d3afcfb322a46a5884fadb9">m_Bias</a>;</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keyword">virtual</span> std::unique_ptr<IWorkload> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#adfa912d0c4c6c00f1af2cbfa799572b7">CreateWorkload</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_workload_factory.html">IWorkloadFactory</a>& factory) <span class="keyword">const override</span>;</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> </div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <a class="code" href="classarmnn_1_1_fully_connected_layer.html">FullyConnectedLayer</a>* <a class="code" href="classarmnn_1_1_fully_connected_layer.html#ae23412fdfc6726dc1823a18f5e84f8a9">Clone</a>(<a class="code" href="classarmnn_1_1_graph.html">Graph</a>& graph) <span class="keyword">const override</span>;</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a8c8f543d7e9729362c266d12ec169966">ValidateTensorShapesFromInputs</a>() <span class="keyword">override</span>;</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  std::vector<TensorShape> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a65ca562c882ad619684445a1402f415a">InferOutputShapes</a>(<span class="keyword">const</span> std::vector<TensorShape>& inputShapes) <span class="keyword">const override</span>;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a75a50f464326fefa605ea84ae2c9be85">Accept</a>(<a class="code" href="classarmnn_1_1_i_layer_visitor.html">ILayerVisitor</a>& visitor) <span class="keyword">const override</span>;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">protected</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a88ae76d1f14ba0eaf81701eb38e3682a">FullyConnectedLayer</a>(<span class="keyword">const</span> <a class="code" href="structarmnn_1_1_fully_connected_descriptor.html">FullyConnectedDescriptor</a>& param, <span class="keyword">const</span> <span class="keywordtype">char</span>* name);</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <a class="code" href="classarmnn_1_1_fully_connected_layer.html#a9155d2ec7631b99587504b36ede2412a">~FullyConnectedLayer</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <a class="code" href="classarmnn_1_1_layer.html#a585d59ec610af46a76487fd6c1c55ac1">ConstantTensors</a> <a class="code" href="classarmnn_1_1_fully_connected_layer.html#abe659a5afa7523f5dbc04bcba9b31f1a">GetConstantTensorsByRef</a>() <span class="keyword">override</span>;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> };</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> } <span class="comment">// namespace</span></div><div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a2664044e28e69309ea08ef385fe53903"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a2664044e28e69309ea08ef385fe53903">armnn::FullyConnectedLayer::m_Weight</a></div><div class="ttdeci">std::unique_ptr< ScopedCpuTensorHandle > m_Weight</div><div class="ttdoc">A unique pointer to store Weight values. </div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8hpp_source.html#l00019">FullyConnectedLayer.hpp:19</a></div></div> |
| <div class="ttc" id="_layer_with_parameters_8hpp_html"><div class="ttname"><a href="_layer_with_parameters_8hpp.html">LayerWithParameters.hpp</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_i_workload_factory_html"><div class="ttname"><a href="classarmnn_1_1_i_workload_factory.html">armnn::IWorkloadFactory</a></div><div class="ttdef"><b>Definition:</b> <a href="_workload_factory_8hpp_source.html#l00021">WorkloadFactory.hpp:21</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_abe659a5afa7523f5dbc04bcba9b31f1a"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#abe659a5afa7523f5dbc04bcba9b31f1a">armnn::FullyConnectedLayer::GetConstantTensorsByRef</a></div><div class="ttdeci">ConstantTensors GetConstantTensorsByRef() override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00083">FullyConnectedLayer.cpp:83</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a39925bc24d3afcfb322a46a5884fadb9"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a39925bc24d3afcfb322a46a5884fadb9">armnn::FullyConnectedLayer::m_Bias</a></div><div class="ttdeci">std::unique_ptr< ScopedCpuTensorHandle > m_Bias</div><div class="ttdoc">A unique pointer to store Bias values. </div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8hpp_source.html#l00021">FullyConnectedLayer.hpp:21</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_adfa912d0c4c6c00f1af2cbfa799572b7"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#adfa912d0c4c6c00f1af2cbfa799572b7">armnn::FullyConnectedLayer::CreateWorkload</a></div><div class="ttdeci">virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00022">FullyConnectedLayer.cpp:22</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_ae23412fdfc6726dc1823a18f5e84f8a9"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#ae23412fdfc6726dc1823a18f5e84f8a9">armnn::FullyConnectedLayer::Clone</a></div><div class="ttdeci">FullyConnectedLayer * Clone(Graph &graph) const override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00038">FullyConnectedLayer.cpp:38</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html">armnn::FullyConnectedLayer</a></div><div class="ttdoc">This layer represents a fully connected operation. </div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8hpp_source.html#l00015">FullyConnectedLayer.hpp:15</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_layer_html_a585d59ec610af46a76487fd6c1c55ac1"><div class="ttname"><a href="classarmnn_1_1_layer.html#a585d59ec610af46a76487fd6c1c55ac1">armnn::Layer::ConstantTensors</a></div><div class="ttdeci">std::vector< std::reference_wrapper< std::unique_ptr< ScopedCpuTensorHandle > >> ConstantTensors</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00356">Layer.hpp:356</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_i_layer_visitor_html"><div class="ttname"><a href="classarmnn_1_1_i_layer_visitor.html">armnn::ILayerVisitor</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_layer_visitor_8hpp_source.html#l00016">ILayerVisitor.hpp:16</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a8c8f543d7e9729362c266d12ec169966"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a8c8f543d7e9729362c266d12ec169966">armnn::FullyConnectedLayer::ValidateTensorShapesFromInputs</a></div><div class="ttdeci">void ValidateTensorShapesFromInputs() override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00064">FullyConnectedLayer.cpp:64</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_layer_with_parameters_html"><div class="ttname"><a href="classarmnn_1_1_layer_with_parameters.html">armnn::LayerWithParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_with_parameters_8hpp_source.html#l00013">LayerWithParameters.hpp:13</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_fully_connected_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_fully_connected_descriptor.html">armnn::FullyConnectedDescriptor</a></div><div class="ttdoc">A FullyConnectedDescriptor for the FullyConnectedLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00373">Descriptors.hpp:373</a></div></div> |
| <div class="ttc" id="namespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8hpp_source.html#l00011">BackendHelper.hpp:11</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a65ca562c882ad619684445a1402f415a"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a65ca562c882ad619684445a1402f415a">armnn::FullyConnectedLayer::InferOutputShapes</a></div><div class="ttdeci">std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00051">FullyConnectedLayer.cpp:51</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a88ae76d1f14ba0eaf81701eb38e3682a"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a88ae76d1f14ba0eaf81701eb38e3682a">armnn::FullyConnectedLayer::FullyConnectedLayer</a></div><div class="ttdeci">FullyConnectedLayer(const FullyConnectedDescriptor &param, const char *name)</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00017">FullyConnectedLayer.cpp:17</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_graph_html"><div class="ttname"><a href="classarmnn_1_1_graph.html">armnn::Graph</a></div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00029">Graph.hpp:29</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a9155d2ec7631b99587504b36ede2412a"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a9155d2ec7631b99587504b36ede2412a">armnn::FullyConnectedLayer::~FullyConnectedLayer</a></div><div class="ttdeci">~FullyConnectedLayer()=default</div><div class="ttdoc">Default destructor. </div></div> |
| <div class="ttc" id="classarmnn_1_1_fully_connected_layer_html_a75a50f464326fefa605ea84ae2c9be85"><div class="ttname"><a href="classarmnn_1_1_fully_connected_layer.html#a75a50f464326fefa605ea84ae2c9be85">armnn::FullyConnectedLayer::Accept</a></div><div class="ttdeci">void Accept(ILayerVisitor &visitor) const override</div><div class="ttdef"><b>Definition:</b> <a href="_fully_connected_layer_8cpp_source.html#l00088">FullyConnectedLayer.cpp:88</a></div></div> |
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