mpscnnbatchnormalizationgradientnode(3) [mojave man page]

MPSCNNBatchNormalizationGradientNode(3) 		 MetalPerformanceShaders.framework		   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
       Generated automatically by Doxygen for MetalPerformanceShaders.framework from the source code.

Version MetalPerformanceShaders-100				  Thu Feb 8 2018			   MPSCNNBatchNormalizationGradientNode(3)

MPSCNNSpatialNormalizationGradientNode(3)		 MetalPerformanceShaders.framework		 MPSCNNSpatialNormalizationGradientNode(3)

NAME

       MPSCNNSpatialNormalizationGradientNode

SYNOPSIS

       #import <MPSNNGraphNodes.h>

       Inherits MPSNNGradientFilterNode.

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

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

   Properties
       NSUInteger kernelWidth
       NSUInteger kernelHeight
       float alpha
       float beta
       float delta

Method Documentation
   - (nonnull instancetype) initWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull)
       sourceImage(MPSNNGradientStateNode *__nonnull) gradientState(NSUInteger) kernelSize
   + (nonnull instancetype) nodeWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull)
       sourceImage(MPSNNGradientStateNode *__nonnull) gradientState(NSUInteger) kernelSize
Property Documentation
   - alpha [read],  [write],  [nonatomic],  [assign]
       The value of alpha. Default is 1.0. Must be non-negative.

   - beta [read],  [write],  [nonatomic],  [assign]
       The value of beta. Default is 5.0

   - delta [read],  [write],  [nonatomic],  [assign]
       The value of delta. Default is 1.0

   - (NSUInteger) kernelHeight [read],	[write],  [nonatomic],	[assign]
   - (NSUInteger) kernelWidth [read],  [write],  [nonatomic],  [assign]
Author
       Generated automatically by Doxygen for MetalPerformanceShaders.framework from the source code.

Version MetalPerformanceShaders-100				  Thu Feb 8 2018			 MPSCNNSpatialNormalizationGradientNode(3)