MPSMatrixMultiplication(3) MetalPerformanceShaders.framework MPSMatrixMultiplication(3)
NAME
MPSMatrixMultiplication
SYNOPSIS
#import <MPSMatrixMultiplication.h>
Inherits MPSKernel.
Instance Methods
(nonnull instancetype) - initWithDevice:transposeLeft:transposeRight:resultRows:resultColumns:interiorColumns:alpha:beta:
(nonnull instancetype) - initWithDevice:resultRows:resultColumns:interiorColumns:
(nonnull instancetype) - initWithDevice:
(void) - encodeToCommandBuffer:leftMatrix:rightMatrix:resultMatrix:
Properties
MTLOrigin resultMatrixOrigin
MTLOrigin leftMatrixOrigin
MTLOrigin rightMatrixOrigin
NSUInteger batchStart
NSUInteger batchSize
Additional Inherited Members
Detailed Description
MPSMatrixMultiplication.h MetalPerformanceShaders.framework
Copyright:
Copyright (c) 2016 Apple Inc. All rights reserved. MetalPerformanceShaders filter base classes
This depends on Metal.framework.
A matrix multiplication kernel.
A MPSMatrixMultiplication object computes:
C = alpha * op(A) * op(B) + beta * C
A, B, and C are matrices which are represented by MPSMatrix
objects. alpha and beta are scalar values (of the same data type
as values of C) which are applied as shown above. A and B may
each have an optional transposition operation applied.
A, B, and C (also referred to in later discussions as the left input
matrix, the right input matrix, and the result matrix respectively).
A MPSMatrixMultiplication object is initialized with the transpose
operators to apply to A and B, sizes for the operation to perform,
and the scalar values alpha and beta.
Method Documentation
- (void) encodeToCommandBuffer: (nonnull id< MTLCommandBuffer >) commandBuffer(MPSMatrix *__nonnull) leftMatrix(MPSMatrix *__nonnull)
rightMatrix(MPSMatrix *__nonnull) resultMatrix
Encode a MPSMatrixMultiplication object to a command buffer.
Parameters:
commandBuffer A valid MTLCommandBuffer to receive the encoded kernel.
leftMatrix A valid MPSMatrix object which specifies the left input matrix.
rightMatrix A valid MPSMatrix object which specifies the right input matrix.
resultMatrix A valid MPSMatrix object which specifies the addend matrix which will also be overwritten by the result.
Certain constraints apply to the sizes of the matrices depending on the transposition operations and sizes requested at initialization time
as well as the origins at the time this routine is called:
The left input matrix must be large enough to hold an array of size resultRows x interiorColumns elements beginning at leftMatrixOrigin.
The right input matrix must be large enough to hold an array of size interiorColumns x resultColumns elements beginning at
rightMatrixOrigin.
The result matrix must be large enough to hold an array of size resultRows x resultColumns elements beginning at resultMatrixOrigin.
Each matrix within the range specified by batchStart and batchSize, which also specifies a valid set of matrices within leftMatrix,
rightMatrix, and resultMatrix, will be processed.
- (nonnull instancetype) initWithDevice: (nonnull id< MTLDevice >) device
Use the above initialization method instead.
Reimplemented from MPSKernel.
- (nonnull instancetype) initWithDevice: (nonnull id< MTLDevice >) device(NSUInteger) resultRows(NSUInteger) resultColumns(NSUInteger)
interiorColumns
Convenience initialization for a matrix-matrix multiplication with no transpositions, unit scaling of the product, and no accumulation of
the result. The scaling factors alpha and beta are taken to be 1.0 and 0.0 respectively.
Parameters:
device The device on which the kernel will execute.
resultRows The number of rows in the result matrix, M in BLAS GEMM description.
resultColumns The number of columns in the result matrix, N in BLAS GEMM description.
interiorColumns The number of columns of the left input matrix. K in BLAS GEMM description.
Returns:
A valid MPSMatrixMultiplication object or nil, if failure.
- (nonnull instancetype) initWithDevice: (nonnull id< MTLDevice >) device(BOOL) transposeLeft(BOOL) transposeRight(NSUInteger)
resultRows(NSUInteger) resultColumns(NSUInteger) interiorColumns(double) alpha(double) beta
Initialize an MPSMatrixMultiplication object on a device for a given size and desired transpose and scale values.
Parameters:
device The device on which the kernel will execute.
transposeLeft A boolean value which indicates if the left input matrix should be used in transposed form. If 'YES' then op(A) = A**T,
otherwise op(A) = A.
transposeRight A boolean value which indicates if the right input matrix should be used in transposed form. If 'YES' then op(B) = B**T,
otherwise op(B) = B.
resultRows The number of rows in the result matrix, M in BLAS GEMM description.
resultColumns The number of columns in the result matrix, N in BLAS GEMM description.
interiorColumns The number of columns of the left input matrix after the appropriate transpose operation has been applied. K in BLAS
GEMM description.
alpha The scale factor to apply to the product. Specified in double precision. Will be converted to the appropriate precision in the
implementation subject to rounding and/or clamping as necessary.
beta The scale factor to apply to the initial values of C. Specified in double precision. Will be converted to the appropriate
precision in the implementation subject to rounding and/or clamping as necessary.
Returns:
A valid MPSMatrixMultiplication object or nil, if failure.
Property Documentation
- batchSize [read], [write], [nonatomic], [assign]
The number of matrices in the batch to process. This property is modifiable and by default allows all matrices available at encoding time
to be processed.
- batchStart [read], [write], [nonatomic], [assign]
The index of the first matrix in the batch. This property is modifiable and defaults to 0 at initialization time. If batch processing
should begin at a different matrix this value should be modified prior to encoding the kernel.
- leftMatrixOrigin [read], [write], [nonatomic], [assign]
The origin, relative to [0, 0] in the left input matrix, at which to start reading values. This property is modifiable and defaults to [0,
0] at initialization time. If a different origin is desired then this should be modified prior to encoding the kernel. The z value must be
0.
- resultMatrixOrigin [read], [write], [nonatomic], [assign]
The origin, relative to [0, 0] in the result matrix, at which to start writing (and reading if necessary) results. This property is
modifiable and defaults to [0, 0] at initialization time. If a different origin is desired then this should be modified prior to encoding
the kernel. The z value must be 0.
- rightMatrixOrigin [read], [write], [nonatomic], [assign]
The origin, relative to [0, 0] in the right input matrix, at which to start reading values. This property is modifiable and defaults to [0,
0] at initialization time. If a different origin is desired then this should be modified prior to encoding the kernel. The z value must be
0.
Author
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Version MetalPerformanceShaders-100 Thu Feb 8 2018 MPSMatrixMultiplication(3)