velox::dl Namespace Reference

Namespace for deep learning-related utilities and kernels. More...

Enumerations
enum class	KernelType {   MatMul , MatAdd , ReLU , Softmax ,   BatchNorm , Argmax , Sigmoid }
	Enumeration of kernel types used in deep learning operations. More...

Functions
std::string	kernelTypeToString (KernelType kernelType)
	Converts a KernelType enum value to its string representation.
std::ostream &	operator<< (std::ostream &os, KernelType kernelType)
	Overloads the << operator for KernelType.

Detailed Description

Namespace for deep learning-related utilities and kernels.

Enumeration Type Documentation

KernelType

enum class velox::dl::KernelType

strong

Enumeration of kernel types used in deep learning operations.

Enumerator
MatMul	Matrix multiplication kernel.
MatAdd	Matrix addition kernel.
ReLU	Rectified Linear Unit activation kernel.
Softmax	Softmax activation kernel.
BatchNorm	Batch normalization kernel.
Argmax	Argmax operation kernel.
Sigmoid	Sigmoid activation kernel.

Function Documentation

kernelTypeToString()

std::string velox::dl::kernelTypeToString

(

KernelType

kernelType

)

Converts a KernelType enum value to its string representation.

Parameters

kernelType

The kernel type to convert.

Returns

A string representing the kernel type.

operator<<()

std::ostream & velox::dl::operator<<	(	std::ostream &	os,
		KernelType	kernelType )

Overloads the << operator for KernelType.

Parameters

os	The output stream.
kernelType	The kernel type to stream.

Returns

The output stream with the kernel type string representation.