NoDecay Class Reference
Definition of the NoDecay class. More...
Public Member Functions | |
| NoDecay () | |
| This constructor is called before the first iteration. More... | |
| void | Update (arma::mat &, double &, const arma::mat &) |
| This function is called in each iteration after the policy update. More... | |
| void | Update (const arma::mat &, const arma::mat &, const arma::mat &, const arma::mat &, const size_t, double &) |
| This function is called in each iteration after the SVRG update step. More... | |
Detailed Description
Definition of the NoDecay class.
Use this as a template for your own.
Definition at line 24 of file no_decay.hpp.
Constructor & Destructor Documentation
◆ NoDecay()
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inline |
This constructor is called before the first iteration.
Definition at line 30 of file no_decay.hpp.
Member Function Documentation
◆ Update() [1/2]
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inline |
This function is called in each iteration after the policy update.
- Parameters
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iterate Parameters that minimize the function. stepSize Step size to be used for the given iteration. gradient The gradient matrix.
Definition at line 39 of file no_decay.hpp.
◆ Update() [2/2]
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inline |
This function is called in each iteration after the SVRG update step.
- Parameters
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iterate Parameters that minimize the function. iterate0 The last function parameters at time t - 1. gradient The current gradient matrix at time t. fullGradient The computed full gradient. stepSize Step size to be used for the given iteration.
Definition at line 55 of file no_decay.hpp.
The documentation for this class was generated from the following file:
- src/mlpack/core/optimizers/sgd/decay_policies/no_decay.hpp