amsgrad_update.hpp File Reference
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Classes | |
| class | AMSGradUpdate |
| AMSGrad is an exponential moving average variant which along with having benefits of optimizers like Adam and RMSProp, also guarantees convergence. More... | |
Namespaces | |
| mlpack | |
.hpp | |
| mlpack::optimization | |
Detailed Description
Implementation of AMSGrad optimizer. AMSGrad is an exponential moving average optimizer that dynamically adapts over time with guaranteed convergence.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Definition in file amsgrad_update.hpp.