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<a href="constant_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> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#ifndef MLPACK_METHODS_ANN_LAYER_CONSTANT_HPP</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#define MLPACK_METHODS_ANN_LAYER_CONSTANT_HPP</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <<a class="code" href="prereqs_8hpp.html">mlpack/prereqs.hpp</a>></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">namespace </span><a class="code" href="namespacemlpack.html">mlpack</a> {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="keyword">namespace </span>ann {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keyword">typename</span> InputDataType = arma::mat,</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="keyword">typename</span> OutputDataType = arma::mat</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> ></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html"> 34</a></span> <span class="keyword">class </span><a class="code" href="classmlpack_1_1ann_1_1Constant.html">Constant</a></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a651218b67fa2b8280bf1d29401e33dcd">Constant</a>(<span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#af196f2d479b645873a44443c6b2b09bb">outSize</a>, <span class="keyword">const</span> <span class="keywordtype">double</span> scalar);</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keyword">template</span><<span class="keyword">typename</span> InputType, <span class="keyword">typename</span> OutputType></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#ad73c7f323c82a05ae82b334641160f15">Forward</a>(<span class="keyword">const</span> InputType&& input, OutputType&& output);</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keyword">template</span><<span class="keyword">typename</span> DataType></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#abf84fb7bc07da880d421ebdc08002a3c">Backward</a>(<span class="keyword">const</span> DataType&& <span class="comment">/* input */</span>,</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  DataType&& <span class="comment">/* gy */</span>,</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  DataType&& g);</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> </div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a4b2faa0f8fa6b07fc20c2bb822e779bf"> 70</a></span>  InputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a4b2faa0f8fa6b07fc20c2bb822e779bf">InputParameter</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#ad7e2be994bb4e04cf27c8c0025657efe">inputParameter</a>; }</div><div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a831d2df2d8dd4910ee72af5eef7b30be"> 72</a></span>  InputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a831d2df2d8dd4910ee72af5eef7b30be">InputParameter</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#ad7e2be994bb4e04cf27c8c0025657efe">inputParameter</a>; }</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a4455732ef2d8b6e4bef0738af29f3be9"> 75</a></span>  OutputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a4455732ef2d8b6e4bef0738af29f3be9">OutputParameter</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#aa29cf61e312d0f8a4b9a097151bbfb00">outputParameter</a>; }</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a08336abea806519ab827307698aa70a3"> 77</a></span>  OutputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a08336abea806519ab827307698aa70a3">OutputParameter</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#aa29cf61e312d0f8a4b9a097151bbfb00">outputParameter</a>; }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a1bb779947dfb369d177623c4dbbb8992"> 80</a></span>  OutputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a1bb779947dfb369d177623c4dbbb8992">Delta</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#acf313c124fafdfb8d8cf418975446d43">delta</a>; }</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a93e56f6053486fc188e786bf0594718b"> 82</a></span>  OutputDataType& <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a93e56f6053486fc188e786bf0594718b">Delta</a>() { <span class="keywordflow">return</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#acf313c124fafdfb8d8cf418975446d43">delta</a>; }</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> </div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keyword">template</span><<span class="keyword">typename</span> Archive></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordtype">void</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a05c0b8c293bc7516305c2f38cc6af3bf">Serialize</a>(Archive& ar, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <span class="comment">/* version */</span>);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a9bb32ccd7dd65e517640ddf9b45d5650"> 92</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a9bb32ccd7dd65e517640ddf9b45d5650">inSize</a>;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#af196f2d479b645873a44443c6b2b09bb"> 95</a></span>  <span class="keywordtype">size_t</span> <a class="code" href="classmlpack_1_1ann_1_1Constant.html#af196f2d479b645873a44443c6b2b09bb">outSize</a>;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#a9ebdcfdcfb8a6e69092e2c42e581be30"> 98</a></span>  OutputDataType <a class="code" href="classmlpack_1_1ann_1_1Constant.html#a9ebdcfdcfb8a6e69092e2c42e581be30">constantOutput</a>;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#acf313c124fafdfb8d8cf418975446d43"> 101</a></span>  OutputDataType <a class="code" href="classmlpack_1_1ann_1_1Constant.html#acf313c124fafdfb8d8cf418975446d43">delta</a>;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00104"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#ad7e2be994bb4e04cf27c8c0025657efe"> 104</a></span>  InputDataType <a class="code" href="classmlpack_1_1ann_1_1Constant.html#ad7e2be994bb4e04cf27c8c0025657efe">inputParameter</a>;</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="classmlpack_1_1ann_1_1Constant.html#aa29cf61e312d0f8a4b9a097151bbfb00"> 107</a></span>  OutputDataType <a class="code" href="classmlpack_1_1ann_1_1Constant.html#aa29cf61e312d0f8a4b9a097151bbfb00">outputParameter</a>;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> }; <span class="comment">// class ConstantLayer</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> } <span class="comment">// namespace ann</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> } <span class="comment">// namespace mlpack</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> </div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> <span class="comment">// Include implementation.</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="preprocessor">#include "constant_impl.hpp"</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> </div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="preprocessor">#endif</span></div><div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a831d2df2d8dd4910ee72af5eef7b30be"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a831d2df2d8dd4910ee72af5eef7b30be">mlpack::ann::Constant::InputParameter</a></div><div class="ttdeci">InputDataType & InputParameter()</div><div class="ttdoc">Modify the input parameter. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00072">constant.hpp:72</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a05c0b8c293bc7516305c2f38cc6af3bf"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a05c0b8c293bc7516305c2f38cc6af3bf">mlpack::ann::Constant::Serialize</a></div><div class="ttdeci">void Serialize(Archive &ar, const unsigned int)</div><div class="ttdoc">Serialize the layer. </div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a08336abea806519ab827307698aa70a3"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a08336abea806519ab827307698aa70a3">mlpack::ann::Constant::OutputParameter</a></div><div class="ttdeci">OutputDataType & OutputParameter()</div><div class="ttdoc">Modify the output parameter. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00077">constant.hpp:77</a></div></div>
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<div class="ttc" id="namespacemlpack_html"><div class="ttname"><a href="namespacemlpack.html">mlpack</a></div><div class="ttdoc">Linear algebra utility functions, generally performed on matrices or vectors. </div><div class="ttdef"><b>Definition:</b> <a href="binarize_8hpp_source.html#l00018">binarize.hpp:18</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a9bb32ccd7dd65e517640ddf9b45d5650"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a9bb32ccd7dd65e517640ddf9b45d5650">mlpack::ann::Constant::inSize</a></div><div class="ttdeci">size_t inSize</div><div class="ttdoc">Locally-stored number of input units. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00092">constant.hpp:92</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_acf313c124fafdfb8d8cf418975446d43"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#acf313c124fafdfb8d8cf418975446d43">mlpack::ann::Constant::delta</a></div><div class="ttdeci">OutputDataType delta</div><div class="ttdoc">Locally-stored delta object. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00101">constant.hpp:101</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a93e56f6053486fc188e786bf0594718b"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a93e56f6053486fc188e786bf0594718b">mlpack::ann::Constant::Delta</a></div><div class="ttdeci">OutputDataType & Delta()</div><div class="ttdoc">Modify the delta. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00082">constant.hpp:82</a></div></div>
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<div class="ttc" id="prereqs_8hpp_html"><div class="ttname"><a href="prereqs_8hpp.html">prereqs.hpp</a></div><div class="ttdoc">The core includes that mlpack expects; standard C++ includes and Armadillo. </div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_abf84fb7bc07da880d421ebdc08002a3c"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#abf84fb7bc07da880d421ebdc08002a3c">mlpack::ann::Constant::Backward</a></div><div class="ttdeci">void Backward(const DataType &&, DataType &&, DataType &&g)</div><div class="ttdoc">Ordinary feed backward pass of a neural network. </div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_aa29cf61e312d0f8a4b9a097151bbfb00"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#aa29cf61e312d0f8a4b9a097151bbfb00">mlpack::ann::Constant::outputParameter</a></div><div class="ttdeci">OutputDataType outputParameter</div><div class="ttdoc">Locally-stored output parameter object. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00107">constant.hpp:107</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a9ebdcfdcfb8a6e69092e2c42e581be30"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a9ebdcfdcfb8a6e69092e2c42e581be30">mlpack::ann::Constant::constantOutput</a></div><div class="ttdeci">OutputDataType constantOutput</div><div class="ttdoc">Locally-stored constant output matrix. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00098">constant.hpp:98</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a651218b67fa2b8280bf1d29401e33dcd"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a651218b67fa2b8280bf1d29401e33dcd">mlpack::ann::Constant::Constant</a></div><div class="ttdeci">Constant(const size_t outSize, const double scalar)</div><div class="ttdoc">Create the Constant object that outputs a given constant scalar value given any input value...</div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_ad7e2be994bb4e04cf27c8c0025657efe"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#ad7e2be994bb4e04cf27c8c0025657efe">mlpack::ann::Constant::inputParameter</a></div><div class="ttdeci">InputDataType inputParameter</div><div class="ttdoc">Locally-stored input parameter object. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00104">constant.hpp:104</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a4b2faa0f8fa6b07fc20c2bb822e779bf"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a4b2faa0f8fa6b07fc20c2bb822e779bf">mlpack::ann::Constant::InputParameter</a></div><div class="ttdeci">InputDataType & InputParameter() const </div><div class="ttdoc">Get the input parameter. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00070">constant.hpp:70</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a4455732ef2d8b6e4bef0738af29f3be9"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a4455732ef2d8b6e4bef0738af29f3be9">mlpack::ann::Constant::OutputParameter</a></div><div class="ttdeci">OutputDataType & OutputParameter() const </div><div class="ttdoc">Get the output parameter. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00075">constant.hpp:75</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_ad73c7f323c82a05ae82b334641160f15"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#ad73c7f323c82a05ae82b334641160f15">mlpack::ann::Constant::Forward</a></div><div class="ttdeci">void Forward(const InputType &&input, OutputType &&output)</div><div class="ttdoc">Ordinary feed forward pass of a neural network. </div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html">mlpack::ann::Constant</a></div><div class="ttdoc">Implementation of the constant layer. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00034">constant.hpp:34</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_af196f2d479b645873a44443c6b2b09bb"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#af196f2d479b645873a44443c6b2b09bb">mlpack::ann::Constant::outSize</a></div><div class="ttdeci">size_t outSize</div><div class="ttdoc">Locally-stored number of output units. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00095">constant.hpp:95</a></div></div>
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<div class="ttc" id="classmlpack_1_1ann_1_1Constant_html_a1bb779947dfb369d177623c4dbbb8992"><div class="ttname"><a href="classmlpack_1_1ann_1_1Constant.html#a1bb779947dfb369d177623c4dbbb8992">mlpack::ann::Constant::Delta</a></div><div class="ttdeci">OutputDataType & Delta() const </div><div class="ttdoc">Get the delta. </div><div class="ttdef"><b>Definition:</b> <a href="constant_8hpp_source.html#l00080">constant.hpp:80</a></div></div>
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