ImageClassificationTrainer.TrainMetrics Class

Reference

Definition

Namespace:: Microsoft.ML.Vision

Assembly:: Microsoft.ML.Vision.dll

Package:: Microsoft.ML.Vision v3.0.1

Package:: Microsoft.ML.Vision v1.4.0

Package:: Microsoft.ML.Vision v1.5.5

Package:: Microsoft.ML.Vision v1.6.0

Package:: Microsoft.ML.Vision v1.7.0

Package:: Microsoft.ML.Vision v2.0.0

Important

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DNN training metrics.

public sealed class ImageClassificationTrainer.TrainMetrics

type ImageClassificationTrainer.TrainMetrics = class

Public NotInheritable Class ImageClassificationTrainer.TrainMetrics

Inheritance: Object
ImageClassificationTrainer.TrainMetrics

Constructors

ImageClassificationTrainer.TrainMetrics()

Properties

Accuracy	Accuracy of the batch on this Epoch. Higher the better.
BatchProcessedCount	The number of batches processed in an epoch.
CrossEntropy	Cross-Entropy (loss) of the batch on this Epoch. Lower the better.
DatasetUsed	Indicates the dataset on which metrics are being reported. ImageClassificationTrainer.ImageClassificationMetrics.Dataset
Epoch	The training epoch index for which this metric is reported.
LearningRate	Learning Rate used for this Epoch. Changes for learning rate scheduling.

Methods

ToString()

String representation of the metrics.

Applies to

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