A class that implements max pooling, inheriting from MLFunction. More...

#include <functions.h>

Inheritance diagram for MaxPool:

Public Member Functions
	MaxPool (int side, int rows, int cols)
	Constructor that initializes the max pooling operation with dimensions.

void	apply (const SelectivityVector &rows, std::vector< VectorPtr > &args, const TypePtr &type, exec::EvalCtx &context, VectorPtr &output) const override
	Applies max pooling to the input array.

float *	getTensor () const override
	Returns the tensor associated with this function.

std::string	getFuncName ()
	Returns the name of the function.

Public Member Functions inherited from MLFunction
virtual	~MLFunction ()=default
	Virtual destructor.

virtual std::vector< int >	getDims ()
	Returns the dimensions of the function.

virtual int	getNumDims ()
	Returns the number of dimensions of the function.

virtual CostEstimate	getCost (std::vector< int > inputDims)
	Estimates the computational cost of applying the function.

Static Public Member Functions
static std::vector< std::shared_ptr< exec::FunctionSignature > >	signatures ()
	Returns the function signatures supported by this class.

static std::string	getName ()
	Static method to return the name of the function.

Additional Inherited Members
Protected Member Functions inherited from MLFunction
double	getWeightedCost (std::string name, float cost)
	Calculates the weighted cost of the function.

std::vector< double >	getCoefficientVector (std::string name)
	Retrieves the cost coefficients for the function.

Protected Attributes inherited from MLFunction
std::vector< int >	dims
	Dimensions of the function.

Detailed Description

A class that implements max pooling, inheriting from MLFunction.

This class provides functionality to apply max pooling to an input array.

Constructor & Destructor Documentation

◆ MaxPool()

MaxPool::MaxPool	(	int	side,
		int	rows,
		int	cols )

inline

Constructor that initializes the max pooling operation with dimensions.

Parameters

side	The size of the pooling window.
rows	The number of rows in the input.
cols	The number of columns in the input.

Member Function Documentation

◆ apply()

void MaxPool::apply	(	const SelectivityVector &	rows,
		std::vector< VectorPtr > &	args,
		const TypePtr &	type,
		exec::EvalCtx &	context,
		VectorPtr &	output ) const

inlineoverride

Applies max pooling to the input array.

This method processes the input array, applies max pooling, and stores the result in the output vector.

Parameters

rows	A SelectivityVector specifying the rows to process.
args	A vector of input arguments (e.g., the input array).
type	The type of the output vector.
context	The execution context.
output	The output vector where the result will be stored.

◆ getFuncName()

std::string MaxPool::getFuncName ( )

inlinevirtual

Returns the name of the function.

Returns: The name of the function as a string.

Reimplemented from MLFunction.

◆ getName()

static std::string MaxPool::getName ( )

inlinestatic

Static method to return the name of the function.

Returns: The name of the function as a string ("max_pool").

◆ getTensor()

float * MaxPool::getTensor ( ) const

inlineoverridevirtual

Returns the tensor associated with this function.

Returns: A pointer to an empty float array (no weights for MaxPool).

Implements MLFunction.

◆ signatures()

static std::vector< std::shared_ptr< exec::FunctionSignature > > MaxPool::signatures ( )

inlinestatic

Returns the function signatures supported by this class.

Returns: A vector of shared pointers to FunctionSignature objects.

The documentation for this class was generated from the following file:

functions.h

Public Member Functions

Static Public Member Functions

Additional Inherited Members