/// <summary>
/// Create an instance of the CNTK built-in SGD learner.
/// </summary>
/// <param name="parameters">Parameters of the learner.</param>
/// <param name="learningRateSchedule">Learning rate schedule.</param>
/// <param name="additionalOptions">Additional options.</param>
/// <returns></returns>
public static Learner SGDLearner(IList <Parameter> parameters, TrainingParameterScheduleDouble learningRateSchedule, AdditionalLearningOptions additionalOptions = null)
{
ParameterVector parameterVector = Helper.AsParameterVector(parameters);
if (additionalOptions == null)
{
return(CNTKLib.SGDLearner(parameterVector, learningRateSchedule));
}
else
{
return(CNTKLib.SGDLearner(parameterVector, learningRateSchedule, additionalOptions));
}
}
/// <summary>
/// Create an instance of the CNTK built-in SGD learner.
/// </summary>
/// <param name="parameters">Parameters of the learner.</param>
/// <param name="learningRateSchedule">Learning rate schedule.</param>
/// <param name="additionalOptions">Additional options.</param>
/// <returns></returns>
public static Learner SGDLearner(IList <Parameter> parameters, TrainingParameterScheduleDouble learningRateSchedule, AdditionalLearningOptions additionalOptions)
{
ParameterVector parameterVector = Helper.AsParameterVector(parameters);
return(SGDLearner(parameterVector, learningRateSchedule, additionalOptions));
}
