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426 lines
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<li class="navelem"><a class="el" href="namespacemlpack.html">mlpack</a></li><li class="navelem"><a class="el" href="namespacemlpack_1_1ann.html">ann</a></li><li class="navelem"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html">GradientSetVisitor</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> |
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<a href="#pri-attribs">Private Attributes</a> |
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<div class="title">mlpack::ann::GradientSetVisitor Class Reference</div> </div>
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<p><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html" title="GradientSetVisitor update the gradient parameter given the gradient set. ">GradientSetVisitor</a> update the gradient parameter given the gradient set.
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<a href="classmlpack_1_1ann_1_1GradientSetVisitor.html#details">More...</a></p>
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Inheritance diagram for mlpack::ann::GradientSetVisitor:</div>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:aa331d5c5b4458dd7ff5a09a04011b946"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#aa331d5c5b4458dd7ff5a09a04011b946">GradientSetVisitor</a> (arma::mat &&<a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#affa05389932f2659d518d0441f7f680b">gradient</a>, size_t <a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#a3795b799132c8b5fcb6f273d918efc0b">offset</a>=0)</td></tr>
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<tr class="memdesc:aa331d5c5b4458dd7ff5a09a04011b946"><td class="mdescLeft"> </td><td class="mdescRight">Update the gradient parameter given the gradient set. <a href="#aa331d5c5b4458dd7ff5a09a04011b946">More...</a><br /></td></tr>
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<tr class="separator:aa331d5c5b4458dd7ff5a09a04011b946"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a5377e375498464fb992bf9e8eccb062d"><td class="memTemplParams" colspan="2">template<typename LayerType > </td></tr>
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<tr class="memitem:a5377e375498464fb992bf9e8eccb062d"><td class="memTemplItemLeft" align="right" valign="top">size_t </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#a5377e375498464fb992bf9e8eccb062d">operator()</a> (LayerType *layer) const </td></tr>
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<tr class="memdesc:a5377e375498464fb992bf9e8eccb062d"><td class="mdescLeft"> </td><td class="mdescRight">Update the gradient parameter. <a href="#a5377e375498464fb992bf9e8eccb062d">More...</a><br /></td></tr>
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<tr class="separator:a5377e375498464fb992bf9e8eccb062d"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-methods"></a>
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Private Member Functions</h2></td></tr>
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<tr class="memitem:a6f126b07993d8d4b03a9fc5b979ae646"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
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<tr class="memitem:a6f126b07993d8d4b03a9fc5b979ae646"><td class="memTemplItemLeft" align="right" valign="top">std::enable_if< HasGradientCheck< T, arma::mat &(T::*)()>::value &&!HasModelCheck< T, std::vector< <a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a> > &(T::*)()>::value, size_t >::type </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#a6f126b07993d8d4b03a9fc5b979ae646">LayerGradients</a> (T *layer, arma::mat &input) const </td></tr>
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<tr class="memdesc:a6f126b07993d8d4b03a9fc5b979ae646"><td class="mdescLeft"> </td><td class="mdescRight">Update the gradient if the module implements the Gradient() function. <a href="#a6f126b07993d8d4b03a9fc5b979ae646">More...</a><br /></td></tr>
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<tr class="separator:a6f126b07993d8d4b03a9fc5b979ae646"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af3b2a6ad9b749e0d34422153e97c962d"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
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<tr class="memitem:af3b2a6ad9b749e0d34422153e97c962d"><td class="memTemplItemLeft" align="right" valign="top">std::enable_if< !HasGradientCheck< T, arma::mat &(T::*)()>::value &&HasModelCheck< T, std::vector< <a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a> > &(T::*)()>::value, size_t >::type </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#af3b2a6ad9b749e0d34422153e97c962d">LayerGradients</a> (T *layer, arma::mat &input) const </td></tr>
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<tr class="memdesc:af3b2a6ad9b749e0d34422153e97c962d"><td class="mdescLeft"> </td><td class="mdescRight">Update the gradient if the module implements the Model() function. <a href="#af3b2a6ad9b749e0d34422153e97c962d">More...</a><br /></td></tr>
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<tr class="separator:af3b2a6ad9b749e0d34422153e97c962d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6c92ed2955bb2364193beeac815e5ac7"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
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<tr class="memitem:a6c92ed2955bb2364193beeac815e5ac7"><td class="memTemplItemLeft" align="right" valign="top">std::enable_if< HasGradientCheck< T, arma::mat &(T::*)()>::value &&HasModelCheck< T, std::vector< <a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a> > &(T::*)()>::value, size_t >::type </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#a6c92ed2955bb2364193beeac815e5ac7">LayerGradients</a> (T *layer, arma::mat &input) const </td></tr>
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<tr class="memdesc:a6c92ed2955bb2364193beeac815e5ac7"><td class="mdescLeft"> </td><td class="mdescRight">Update the gradient if the module implements the Gradient() and Model() function. <a href="#a6c92ed2955bb2364193beeac815e5ac7">More...</a><br /></td></tr>
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<tr class="separator:a6c92ed2955bb2364193beeac815e5ac7"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa758f9ed7592a443f98510b5e7fc34e5"><td class="memTemplParams" colspan="2">template<typename T , typename P > </td></tr>
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<tr class="memitem:aa758f9ed7592a443f98510b5e7fc34e5"><td class="memTemplItemLeft" align="right" valign="top">std::enable_if< !HasGradientCheck< T, P &(T::*)()>::value &&!HasModelCheck< T, std::vector< <a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a> > &(T::*)()>::value, size_t >::type </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#aa758f9ed7592a443f98510b5e7fc34e5">LayerGradients</a> (T *layer, P &input) const </td></tr>
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<tr class="memdesc:aa758f9ed7592a443f98510b5e7fc34e5"><td class="mdescLeft"> </td><td class="mdescRight">Do not update the gradient parameter if the module doesn't implement the Gradient() or Model() function. <a href="#aa758f9ed7592a443f98510b5e7fc34e5">More...</a><br /></td></tr>
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<tr class="separator:aa758f9ed7592a443f98510b5e7fc34e5"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-attribs"></a>
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Private Attributes</h2></td></tr>
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<tr class="memitem:affa05389932f2659d518d0441f7f680b"><td class="memItemLeft" align="right" valign="top">arma::mat && </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#affa05389932f2659d518d0441f7f680b">gradient</a></td></tr>
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<tr class="memdesc:affa05389932f2659d518d0441f7f680b"><td class="mdescLeft"> </td><td class="mdescRight">The gradient set. <a href="#affa05389932f2659d518d0441f7f680b">More...</a><br /></td></tr>
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<tr class="separator:affa05389932f2659d518d0441f7f680b"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3795b799132c8b5fcb6f273d918efc0b"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html#a3795b799132c8b5fcb6f273d918efc0b">offset</a></td></tr>
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<tr class="memdesc:a3795b799132c8b5fcb6f273d918efc0b"><td class="mdescLeft"> </td><td class="mdescRight">The gradient offset. <a href="#a3795b799132c8b5fcb6f273d918efc0b">More...</a><br /></td></tr>
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<tr class="separator:a3795b799132c8b5fcb6f273d918efc0b"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><p><a class="el" href="classmlpack_1_1ann_1_1GradientSetVisitor.html" title="GradientSetVisitor update the gradient parameter given the gradient set. ">GradientSetVisitor</a> update the gradient parameter given the gradient set. </p>
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<p>Definition at line <a class="el" href="gradient__set__visitor_8hpp_source.html#l00027">27</a> of file <a class="el" href="gradient__set__visitor_8hpp_source.html">gradient_set_visitor.hpp</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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<td class="memname">mlpack::ann::GradientSetVisitor::GradientSetVisitor </td>
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<td>(</td>
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<td class="paramtype">arma::mat && </td>
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<td class="paramname"><em>gradient</em>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">size_t </td>
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<td class="paramname"><em>offset</em> = <code>0</code> </td>
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<td></td>
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<td>)</td>
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<td></td><td></td>
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<p>Update the gradient parameter given the gradient set. </p>
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</div>
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</div>
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<h2 class="groupheader">Member Function Documentation</h2>
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<a class="anchor" id="a6f126b07993d8d4b03a9fc5b979ae646"></a>
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template<typename T > </div>
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<td class="memname">std::enable_if< HasGradientCheck<T, arma::mat&(T::*)()>::value && !HasModelCheck<T, std::vector<<a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a>>&(T::*)()>::value, size_t>::type mlpack::ann::GradientSetVisitor::LayerGradients </td>
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<td>(</td>
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<td class="paramtype">T * </td>
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<td class="paramname"><em>layer</em>, </td>
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<td class="paramtype">arma::mat & </td>
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<td>)</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>Update the gradient if the module implements the Gradient() function. </p>
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<td class="memname">std::enable_if< !HasGradientCheck<T, arma::mat&(T::*)()>::value && HasModelCheck<T, std::vector<<a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a>>&(T::*)()>::value, size_t>::type mlpack::ann::GradientSetVisitor::LayerGradients </td>
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<td>(</td>
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<td class="paramtype">T * </td>
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<td></td>
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<td></td>
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<td>)</td>
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<td></td><td> const</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>Update the gradient if the module implements the Model() function. </p>
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<td class="memname">std::enable_if< HasGradientCheck<T, arma::mat&(T::*)()>::value && HasModelCheck<T, std::vector<<a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a>>&(T::*)()>::value, size_t>::type mlpack::ann::GradientSetVisitor::LayerGradients </td>
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<td>(</td>
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<td class="paramtype">T * </td>
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<td class="paramname"><em>layer</em>, </td>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype">arma::mat & </td>
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<td class="paramname"><em>input</em> </td>
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<tr>
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<td></td>
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<td>)</td>
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<td></td><td> const</td>
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</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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</div><div class="memdoc">
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<p>Update the gradient if the module implements the Gradient() and Model() function. </p>
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</div>
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</div>
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<a class="anchor" id="aa758f9ed7592a443f98510b5e7fc34e5"></a>
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<div class="memitem">
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template<typename T , typename P > </div>
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<td class="memname">std::enable_if< !HasGradientCheck<T, P&(T::*)()>::value && !HasModelCheck<T, std::vector<<a class="el" href="namespacemlpack_1_1ann.html#ab8d68f366a3cbbbc1f0f4990ec70c645">LayerTypes</a>>&(T::*)()>::value, size_t>::type mlpack::ann::GradientSetVisitor::LayerGradients </td>
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<td>(</td>
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<td class="paramtype">T * </td>
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<td class="paramname"><em>layer</em>, </td>
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</tr>
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<tr>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype">P & </td>
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<td class="paramname"><em>input</em> </td>
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</tr>
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<tr>
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<td></td>
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<td>)</td>
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<td></td><td> const</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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</div><div class="memdoc">
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<p>Do not update the gradient parameter if the module doesn't implement the Gradient() or Model() function. </p>
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</div>
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</div>
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<a class="anchor" id="a5377e375498464fb992bf9e8eccb062d"></a>
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<div class="memitem">
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<div class="memproto">
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<div class="memtemplate">
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template<typename LayerType > </div>
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<table class="memname">
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<td class="memname">size_t mlpack::ann::GradientSetVisitor::operator() </td>
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<td>(</td>
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<td class="paramtype">LayerType * </td>
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<td class="paramname"><em>layer</em></td><td>)</td>
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<td> const</td>
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</div><div class="memdoc">
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<p>Update the gradient parameter. </p>
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</div>
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</div>
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<h2 class="groupheader">Member Data Documentation</h2>
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<a class="anchor" id="affa05389932f2659d518d0441f7f680b"></a>
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<div class="memitem">
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<td class="memname">arma::mat&& mlpack::ann::GradientSetVisitor::gradient</td>
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</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The gradient set. </p>
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<p>Definition at line <a class="el" href="gradient__set__visitor_8hpp_source.html#l00039">39</a> of file <a class="el" href="gradient__set__visitor_8hpp_source.html">gradient_set_visitor.hpp</a>.</p>
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<td class="memname">size_t mlpack::ann::GradientSetVisitor::offset</td>
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</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The gradient offset. </p>
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<p>Definition at line <a class="el" href="gradient__set__visitor_8hpp_source.html#l00042">42</a> of file <a class="el" href="gradient__set__visitor_8hpp_source.html">gradient_set_visitor.hpp</a>.</p>
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</div>
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</div>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<li>src/mlpack/methods/ann/visitor/<a class="el" href="gradient__set__visitor_8hpp_source.html">gradient_set_visitor.hpp</a></li>
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</ul>
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