mojave man page for mpscnnconvolutiongradientnode

Query: mpscnnconvolutiongradientnode

OS: mojave

Section: 3

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MPSCNNConvolutionGradientNode(3)			 MetalPerformanceShaders.framework			  MPSCNNConvolutionGradientNode(3)

NAME
MPSCNNConvolutionGradientNode
SYNOPSIS
#import <MPSNNGraphNodes.h> Inherits MPSNNGradientFilterNode, and <MPSNNTrainableNode>. Instance Methods (nonnull instancetype) - initWithSourceGradient:sourceImage:convolutionGradientState:weights: Class Methods (nonnull instancetype) + nodeWithSourceGradient:sourceImage:convolutionGradientState:weights: Additional Inherited Members Method Documentation - (nonnull instancetype) initWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull) sourceImage(MPSCNNConvolutionGradientStateNode *__nonnull) gradientState(nullable id< MPSCNNConvolutionDataSource >) weights A node to represent the gradient calculation for convolution training. Parameters: sourceGradient The input gradient from the 'downstream' gradient filter. Often that is a neuron gradient filter node. sourceImage The input image from the forward convolution node gradientState The gradient state from the forward convolution weights The data source from the forward convolution. It may not contain an integrated neuron. Similary, any normalization should be broken out into a separate node. Pass nil to use the weights from the forward convolution pass. Returns: A MPSCNNConvolutionGradientNode + (nonnull instancetype) nodeWithSourceGradient: (MPSNNImageNode *__nonnull) sourceGradient(MPSNNImageNode *__nonnull) sourceImage(MPSCNNConvolutionGradientStateNode *__nonnull) gradientState(nullable id< MPSCNNConvolutionDataSource >) weights A node to represent the gradient calculation for convolution training. Parameters: sourceGradient The input gradient from the 'downstream' gradient filter. Often that is a neuron gradient filter node. sourceImage The input image from the forward convolution node gradientState The gradient state from the forward convolution weights The data source from the forward convolution. It may not contain an integrated neuron. Similary, any normalization should be broken out into a separate node. Pass nil to use the weights from the forward convolution pass. Returns: A MPSCNNConvolutionGradientNode Author Generated automatically by Doxygen for MetalPerformanceShaders.framework from the source code. Version MetalPerformanceShaders-100 Thu Feb 8 2018 MPSCNNConvolutionGradientNode(3)
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