MPSCNNBatchNormalizationGradientNode(3)

NAME
MPSCNNBatchNormalizationGradientNode

SYNOPSIS

#import <MPSNNGraphNodes.h>

Inherits MPSNNGradientFilterNode, and <MPSNNTrainableNode>.

  Instance Methods
(nonnull instancetype) - initWithSourceGradient:sourceImage:gradientState:

  Class Methods
(nonnull instancetype) + nodeWithSourceGradient:sourceImage:gradientState:

  Additional Inherited Members

Detailed Description

A node representing batch normalization gradient for training This filter encapsulates the MPSCNNBatchNormalizationStatisticsGradient and MPSCNNBatchNormalizationGradient low level filters as a single node. They will be called in sequence: statistics gradient until the batch is complete, then batch normalization gradient on the result.

Method Documentation

  - (nonnull instancetype) initWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull) sourceImage(MPSNNGradientStateNode *__nonnull) gradientState

  + (nonnull instancetype) nodeWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull) sourceImage(MPSNNGradientStateNode *__nonnull) gradientState

Author

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