Note: This page has been translated by MathWorks. Please click here

To view all translated materals including this page, select Japan from the country navigator on the bottom of this page.

To view all translated materals including this page, select Japan from the country navigator on the bottom of this page.

Training options for stochastic gradient descent with momentum

Class that is comprising training options such as learning rate information, L2 regularization factor, and mini-batch size for stochastic gradient descent with momentum.

`options = trainingOptions(`

returns
a set of training options for the solver specified by `solverName`

)`solverName`

.

`options = trainingOptions(`

returns
a set of training options, with additional options specified by one
or more `solverName`

,`Name,Value`

)`Name,Value`

pair arguments.

For more options on the name-value pair arguments, see `trainingOptions`

.

Value. To learn how value classes affect
copy operations, see Copying Objects (MATLAB) in
the MATLAB^{®} documentation.

[1] Bishop, C. M. *Pattern Recognition
and Machine Learning*. Springer, New York, NY, 2006.

[2] Murphy, K. P. *Machine Learning:
A Probabilistic Perspective*. The MIT Press, Cambridge,
Massachusetts, 2012.

Was this topic helpful?