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| <div id="projectname">Apache Singa |
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| <div id="projectbrief">A General Distributed Deep Learning Library</div> |
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| <li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li class="navelem"><a class="el" href="classsinga_1_1SGD.html">SGD</a></li> </ul> |
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| <div class="title">singa::SGD Member List</div> </div> |
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| <p>This is the complete list of members for <a class="el" href="classsinga_1_1SGD.html">singa::SGD</a>, including all inherited members.</p> |
| <table class="directory"> |
| <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1SGD.html#ac73356906d1ca127d7d13c376b5edafe">Apply</a>(int epoch, float lr, const string &name, Tensor &grad, Tensor &value, int step=-1) override</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> |
| <tr><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">singa::Optimizer::Apply</a>(int epoch, const string &name, Tensor &grad, Tensor &value, int step=-1)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"></td></tr> |
| <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>ApplyRegularizerConstraint</b>(int epoch, const string &name, const Tensor &value, Tensor &grad, int step=-1) (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>conf_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>constraint_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>constraints_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>GetLearningRate</b>(int step) (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>learning_rate_generator_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>learning_rate_multplier_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>Optimizer</b>()=default (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"></td></tr> |
| <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">Register</a>(const string &name, const ParamSpec &specs)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>regularizer_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>regularizers_</b> (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> |
| <tr><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">SetLearningRateGenerator</a>(function< float(int)> func)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> |
| <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1SGD.html#a70d7de98ba845ff4deb46f0e1301a34c">SetMomentumGenerator</a>(std::function< float(int)> func)</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> |
| <tr><td class="entry"><a class="el" href="classsinga_1_1SGD.html#a74b836b2a2a33f1d2cf8b7b0dbcdae47">Setup</a>(const OptimizerConf &conf)</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> |
| <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">singa::Optimizer::Setup</a>(const string &str)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> |
| <tr bgcolor="#f0f0f0"><td class="entry"><b>~Optimizer</b>() (defined in <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> |
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