backtracking_line_search.hpp File Reference
This graph shows which files directly or indirectly include this file:
Go to the source code of this file.
Classes | |
| class | BacktrackingLineSearch |
| Definition of the backtracking line search algorithm based on the Armijo–Goldstein condition to determine the maximum amount to move along the given search direction. More... | |
Namespaces | |
| mlpack | |
.hpp | |
| mlpack::optimization | |
Detailed Description
Definition of the backtracking line search 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 backtracking_line_search.hpp.