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| <a href="#pub-methods">Public Member Functions</a> </div> |
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| <div class="title">FullyConnectedLayer Class Reference</div> </div> |
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| <div class="contents"> |
| |
| <p>Fully connected layer node. |
| <a href="classarm__compute_1_1graph_1_1_fully_connected_layer.xhtml#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml">FullyConnectedLayer.h</a>></code></p> |
| <div class="dynheader"> |
| Collaboration diagram for FullyConnectedLayer:</div> |
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| <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1graph_1_1_fully_connected_layer__coll__graph.svg" width="156" height="112"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe> |
| </div> |
| <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div> |
| <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:adf3581a9eab7a60e6b05c297b065e56d"><td class="memTemplParams" colspan="2">template<typename AccessorTypeWeights , typename AccessorTypeBiases > </td></tr> |
| <tr class="memitem:adf3581a9eab7a60e6b05c297b065e56d"><td class="memTemplItemLeft" align="right" valign="top"> </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1graph_1_1_fully_connected_layer.xhtml#adf3581a9eab7a60e6b05c297b065e56d">FullyConnectedLayer</a> (unsigned int num_neurons, AccessorTypeWeights &&weights, AccessorTypeBiases &&biases)</td></tr> |
| <tr class="memdesc:adf3581a9eab7a60e6b05c297b065e56d"><td class="mdescLeft"> </td><td class="mdescRight">Default constructor. <a href="#adf3581a9eab7a60e6b05c297b065e56d">More...</a><br/></td></tr> |
| <tr class="separator:adf3581a9eab7a60e6b05c297b065e56d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aaa115a53f16316ee0a38398e90415968"><td class="memItemLeft" align="right" valign="top">std::unique_ptr<br class="typebreak"/> |
| < <a class="el" href="classarm__compute_1_1_i_function.xhtml">arm_compute::IFunction</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1graph_1_1_fully_connected_layer.xhtml#aaa115a53f16316ee0a38398e90415968">instantiate_node</a> (<a class="el" href="namespacearm__compute_1_1graph.xhtml#a0e3ca6c9bf8d16363c1be8fddd2cfcae">Hint</a> hint, <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) override</td></tr> |
| <tr class="memdesc:aaa115a53f16316ee0a38398e90415968"><td class="mdescLeft"> </td><td class="mdescRight">Interface to be implemented that instantiates the node. <a href="#aaa115a53f16316ee0a38398e90415968">More...</a><br/></td></tr> |
| <tr class="separator:aaa115a53f16316ee0a38398e90415968"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab9acab91b0e030ef0c969aa9c2fe7529"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1graph_1_1_fully_connected_layer.xhtml#ab9acab91b0e030ef0c969aa9c2fe7529">print_info</a> () override</td></tr> |
| <tr class="separator:ab9acab91b0e030ef0c969aa9c2fe7529"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="inherit_header pub_methods_classarm__compute_1_1graph_1_1_i_node"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1graph_1_1_i_node')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1graph_1_1_i_node.xhtml">INode</a></td></tr> |
| <tr class="memitem:a1356f0d04912be3ec8d8ce7a2b0cddd2 inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1graph_1_1_i_node.xhtml#a1356f0d04912be3ec8d8ce7a2b0cddd2">~INode</a> ()=default</td></tr> |
| <tr class="memdesc:a1356f0d04912be3ec8d8ce7a2b0cddd2 inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="mdescLeft"> </td><td class="mdescRight">Virtual Destructor. <a href="#a1356f0d04912be3ec8d8ce7a2b0cddd2">More...</a><br/></td></tr> |
| <tr class="separator:a1356f0d04912be3ec8d8ce7a2b0cddd2 inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae679e943401cc87945a8847ccb61b80b inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearm__compute_1_1graph.xhtml#a0e3ca6c9bf8d16363c1be8fddd2cfcae">Hint</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1graph_1_1_i_node.xhtml#ae679e943401cc87945a8847ccb61b80b">override_hint</a> (<a class="el" href="namespacearm__compute_1_1graph.xhtml#a0e3ca6c9bf8d16363c1be8fddd2cfcae">Hint</a> hint) const </td></tr> |
| <tr class="memdesc:ae679e943401cc87945a8847ccb61b80b inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="mdescLeft"> </td><td class="mdescRight">Override the existing hint. <a href="#ae679e943401cc87945a8847ccb61b80b">More...</a><br/></td></tr> |
| <tr class="separator:ae679e943401cc87945a8847ccb61b80b inherit pub_methods_classarm__compute_1_1graph_1_1_i_node"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Fully connected layer node. </p> |
| |
| <p>Definition at line <a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml#l00036">36</a> of file <a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml">FullyConnectedLayer.h</a>.</p> |
| </div><h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| <a class="anchor" id="adf3581a9eab7a60e6b05c297b065e56d"></a> |
| <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="classarm__compute_1_1graph_1_1_fully_connected_layer.xhtml">FullyConnectedLayer</a> </td> |
| <td>(</td> |
| <td class="paramtype">unsigned int </td> |
| <td class="paramname"><em>num_neurons</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">AccessorTypeWeights && </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">AccessorTypeBiases && </td> |
| <td class="paramname"><em>biases</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Default constructor. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">num_neurons</td><td>Number of neurons </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">weights</td><td>Weights of the fully connected layer </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">biases</td><td>Biases of the fully connected layer </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p>Definition at line <a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml#l00046">46</a> of file <a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml">FullyConnectedLayer.h</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  : _num_neurons(num_neurons), _weights(std::move(weights)), _biases(std::move(biases))</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  {</div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  }</div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <h2 class="groupheader">Member Function Documentation</h2> |
| <a class="anchor" id="aaa115a53f16316ee0a38398e90415968"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
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| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">std::unique_ptr<<a class="el" href="classarm__compute_1_1_i_function.xhtml">arm_compute::IFunction</a>> instantiate_node </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacearm__compute_1_1graph.xhtml#a0e3ca6c9bf8d16363c1be8fddd2cfcae">Hint</a> </td> |
| <td class="paramname"><em>hint</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td> |
| <td class="paramname"><em>input</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> * </td> |
| <td class="paramname"><em>output</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Interface to be implemented that instantiates the node. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">hint</td><td>Hint to where the node should be executed </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Input tensor of the node </td></tr> |
| <tr><td class="paramdir">[in]</td><td class="paramname">output</td><td>Output tensor of the node </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p>Implements <a class="el" href="classarm__compute_1_1graph_1_1_i_node.xhtml#a85b761476c2895adc8849c50e9a150aa">INode</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab9acab91b0e030ef0c969aa9c2fe7529"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
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| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void print_info </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Implements <a class="el" href="classarm__compute_1_1graph_1_1_i_node.xhtml#a0edc24eb6746005c180249b5130ca62d">INode</a>.</p> |
| |
| </div> |
| </div> |
| <hr/>The documentation for this class was generated from the following file:<ul> |
| <li>arm_compute/graph/nodes/<a class="el" href="arm__compute_2graph_2nodes_2_fully_connected_layer_8h_source.xhtml">FullyConnectedLayer.h</a></li> |
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