mpscnnconvolutionnode(3) [mojave man page]

MPSCNNConvolutionNode(3)				 MetalPerformanceShaders.framework				  MPSCNNConvolutionNode(3)

NAME

       MPSCNNConvolutionNode

SYNOPSIS

       #import <MPSNNGraphNodes.h>

       Inherits MPSNNFilterNode.

       Inherited by MPSCNNBinaryConvolutionNode, MPSCNNConvolutionTransposeNode, and MPSCNNFullyConnectedNode.

   Instance Methods
       (nonnull instancetype) - initWithSource:weights:

   Class Methods
       (nonnull instancetype) + nodeWithSource:weights:

   Properties
       MPSCNNConvolutionGradientStateNode * convolutionGradientState

Method Documentation
   - (nonnull instancetype) initWithSource: (MPSNNImageNode *__nonnull) sourceNode(nonnull id< MPSCNNConvolutionDataSource >) weights
       Init a node representing a MPSCNNConvolution kernel

       Parameters:
	   sourceNode The MPSNNImageNode representing the source MPSImage for the filter
	   weights A pointer to a valid object conforming to the MPSCNNConvolutionDataSource protocol. This object is provided by you to
	   encapsulate storage for convolution weights and biases. If it is used for training, it may not have a neuron embedded in the
	   convolution descriptor.

       Returns:
	   A new MPSNNFilter node for a MPSCNNConvolution kernel.

       Implemented in MPSCNNFullyConnectedNode.

   + (nonnull instancetype) nodeWithSource: (MPSNNImageNode *__nonnull) sourceNode(nonnull id< MPSCNNConvolutionDataSource >) weights
       Init an autoreleased not representing a MPSCNNConvolution kernel

       Parameters:
	   sourceNode The MPSNNImageNode representing the source MPSImage for the filter
	   weights A pointer to a valid object conforming to the MPSCNNConvolutionDataSource protocol. This object is provided by you to
	   encapsulate storage for convolution weights and biases. If it is used for training, it may not have a neuron embedded in the
	   convolution descriptor.

       Returns:
	   A new MPSNNFilter node for a MPSCNNConvolution kernel.

       Implemented in MPSCNNFullyConnectedNode.

Property Documentation
   - (MPSCNNConvolutionGradientStateNode*) convolutionGradientState [read],  [nonatomic],  [assign]
       A node to represent a MPSCNNConvolutionGradientState object  Use this if the convolution is mirrored by a convolution transpose node later
       on in the graph to make sure that the size of the image returned from the convolution transpose matches the size of the image passed in to
       this node.

Author
       Generated automatically by Doxygen for MetalPerformanceShaders.framework from the source code.

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