mpscnnconvolutiontransposenode(3) [mojave man page]

MPSCNNConvolutionTransposeNode(3)			 MetalPerformanceShaders.framework			 MPSCNNConvolutionTransposeNode(3)

NAME

       MPSCNNConvolutionTransposeNode

SYNOPSIS

       #import <MPSNNGraphNodes.h>

       Inherits MPSCNNConvolutionNode.

   Instance Methods
       (nonnull instancetype) - initWithSource:convolutionGradientState:weights:

   Class Methods
       (nonnull instancetype) + nodeWithSource:convolutionGradientState:weights:

   Properties
       MPSCNNConvolutionGradientStateNode * convolutionGradientState

Detailed Description
       A MPSNNFilterNode representing a MPSCNNConvolutionTranspose kernel

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

       Parameters:
	   sourceNode The MPSNNImageNode representing the source MPSImage for the filter
	   convolutionGradientState When the convolution transpose is used to 'undo' an earlier convolution in the graph, it is generally desired
	   that the output image be the same size as the input image to the earlier convolution. You may optionally specify this size identity by
	   passing in the MPSCNNConvolutionGradientState node here.
	   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.

       Returns:
	   A new MPSNNFilter node for a MPSCNNConvolutionTransposeNode kernel.

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

       Parameters:
	   sourceNode The MPSNNImageNode representing the source MPSImage for the filter
	   convolutionGradientState When the convolution transpose is used to 'undo' an earlier convolution in the graph, it is generally desired
	   that the output image be the same size as the input image to the earlier convolution. You may optionally specify this size identity by
	   passing in the MPSNNConvolutionGradientStateNode created by the convolution node here.
	   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.

       Returns:
	   A new MPSNNFilter node for a MPSCNNConvolutionTransposeNode kernel.

Property Documentation
   - (MPSCNNConvolutionGradientStateNode*) convolutionGradientState [read],  [nonatomic],  [assign]
       unavailable

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

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

Check Out this Related 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)

Linux and UNIX Man Pages

mpscnnconvolutiontransposenode(3) [mojave man page]

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