Class MetalOptimizedKernels

Namespace

DotCompute.Backends.Metal.Kernels

Assembly

DotCompute.Backends.Metal.dll

Provides optimized kernel implementations for Metal.

public static class MetalOptimizedKernels

Inheritance

object

MetalOptimizedKernels

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

CreateActivationKernel(ActivationType)

Creates a neural network activation kernel.

public static KernelDefinition CreateActivationKernel(ActivationType activation)

Parameters

activation ActivationType

Returns

KernelDefinition

CreateConvolution2DKernel()

Creates a convolution kernel optimized for Metal (useful for neural networks).

public static KernelDefinition CreateConvolution2DKernel()

Returns

KernelDefinition

CreateElementWiseKernel(string, string)

Creates a simple element-wise operation kernel.

public static KernelDefinition CreateElementWiseKernel(string operation, string operationCode)

Parameters

operation string

operationCode string

Returns

KernelDefinition

CreateMatrixMultiplyKernel()

Creates a matrix multiplication kernel optimized for Metal.

public static KernelDefinition CreateMatrixMultiplyKernel()

Returns

KernelDefinition

CreateReductionKernel(ReductionOperation)

Creates a parallel reduction kernel optimized for Metal.

public static KernelDefinition CreateReductionKernel(ReductionOperation operation = ReductionOperation.Sum)

Parameters

operation ReductionOperation

Returns

KernelDefinition

CreateVectorAddKernel()

Creates a vector addition kernel optimized for Metal.

public static KernelDefinition CreateVectorAddKernel()

Returns

KernelDefinition