adaptive_stepsize.hpp File Reference
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Classes | |
| class | AdaptiveStepsize |
| Definition of the adaptive stepize technique, a non-monotonic stepsize scheme that uses curvature estimates to propose new stepsize choices. More... | |
Namespaces | |
| mlpack | |
.hpp | |
| mlpack::optimization | |
Detailed Description
Definition of the adaptive stepsize technique as described in: "Big Batch SGD: Automated Inference using Adaptive Batch Sizes" by S. De et al.
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 adaptive_stepsize.hpp.