NlpFixedParameters Class

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.2.0-beta.3

Source:

NlpFixedParameters.cs

Fixed training parameters that won't be swept over during AutoML NLP training.

public class NlpFixedParameters

type NlpFixedParameters = class

Public Class NlpFixedParameters

Inheritance

Object

NlpFixedParameters

Constructors

NlpFixedParameters()

Initializes a new instance of NlpFixedParameters.

Properties

GradientAccumulationSteps	Number of steps to accumulate gradients over before running a backward pass.
LearningRate	The learning rate for the training procedure.
LearningRateScheduler	The type of learning rate schedule to use during the training procedure.
ModelName	The name of the model to train.
NumberOfEpochs	Number of training epochs.
TrainingBatchSize	The batch size for the training procedure.
ValidationBatchSize	The batch size to be used during evaluation.
WarmupRatio	The warmup ratio, used alongside LrSchedulerType.
WeightDecay	The weight decay for the training procedure.