Class TensorCoreConfiguration

Namespace

DotCompute.Backends.CUDA.Configuration

Assembly

DotCompute.Backends.CUDA.dll

Comprehensive configuration for Tensor Core operations on NVIDIA GPUs. Tensor Cores provide specialized hardware acceleration for matrix operations.

public class TensorCoreConfiguration

Inheritance

object

TensorCoreConfiguration

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Properties

DataType

Gets or sets the data type string for Tensor Core operations. Supported types include TF32, FP16, BF16, INT8, and FP8.

public string DataType { get; set; }

Property Value

string

Default

Gets a default configuration optimized for general use.

public static TensorCoreConfiguration Default { get; }

Property Value

TensorCoreConfiguration

EnableAutoMixedPrecision

Gets or sets whether to enable automatic mixed precision.

public bool EnableAutoMixedPrecision { get; set; }

Property Value

bool

EnableProfiling

Gets or sets whether to enable performance profiling.

public bool EnableProfiling { get; set; }

Property Value

bool

EnableSparsity

Gets or sets whether to enable sparsity acceleration.

public bool EnableSparsity { get; set; }

Property Value

bool

ForAI

Gets a configuration optimized for AI/ML workloads.

public static TensorCoreConfiguration ForAI { get; }

Property Value

TensorCoreConfiguration

ForHPC

Gets a configuration optimized for HPC workloads.

public static TensorCoreConfiguration ForHPC { get; }

Property Value

TensorCoreConfiguration

MinMatrixSize

Gets or sets the minimum matrix size to use tensor cores.

public int MinMatrixSize { get; set; }

Property Value

int

Precision

Gets or sets the precision mode for Tensor Core operations. Options include "High" for maximum precision, "Medium" for balanced performance, and "Fast" for maximum throughput with reduced precision.

public string Precision { get; set; }

Property Value

string

PreferredDataType

Gets or sets the preferred data type for computations.

public DataType PreferredDataType { get; set; }

Property Value

DataType

UseTransformerEngine

Gets or sets whether to use the Transformer Engine on Hopper.

public bool UseTransformerEngine { get; set; }

Property Value

bool