tannic::transformation::Transformation< Operation, Operands > Class Template Reference

Expression template for tensor transformations. More...

#include <transformations.hpp>

Public Member Functions
constexpr	Transformation (Operation operation, typename Trait< Operands >::Reference... operands)
	Constructs a Transformation expression.
constexpr type	dtype () const
	Gets the result data type after promotion.
constexpr Shape const &	shape () const
	Gets the broadcasted output shape.
constexpr Strides const &	strides () const
	Gets the computed strides for the result.
std::ptrdiff_t	offset () const
	Gets the data offset (always 0 for new tensors)
Tensor	forward () const
	Evaluates the transformation.

Public Attributes
Operation	operation
std::tuple< typename Trait< Operands >::Reference... >	operands

Detailed Description

template<class Operation, Expression ... Operands>
class tannic::transformation::Transformation< Operation, Operands >

Expression template for tensor transformations.

Represents a lazily evaluated transformation operation between multiple tensors. Handles type promotion, shape broadcasting, and proper stride computation.

Template Parameters

Operation	The transformation operation type
Operands	Variadic template for input expressions

Constructor & Destructor Documentation

Transformation()

template<class Operation , Expression ... Operands>

constexpr tannic::transformation::Transformation< Operation, Operands >::Transformation ( Operation  operation, typename Trait< Operands >::Reference...  operands  )

inlineconstexpr

Constructs a Transformation expression.

Parameters

operation	The transformation operation
operands	Input tensor expressions

Member Function Documentation

dtype()

template<class Operation , Expression ... Operands>

constexpr type tannic::transformation::Transformation< Operation, Operands >::dtype ( ) const

inlineconstexpr

Gets the result data type after promotion.

Returns

Promoted data type

forward()

template<class Operation , Expression ... Operands>

Tensor tannic::transformation::Transformation< Operation, Operands >::forward ( ) const

inline

Evaluates the transformation.

Returns

New tensor containing the transformed result

offset()

template<class Operation , Expression ... Operands>

std::ptrdiff_t tannic::transformation::Transformation< Operation, Operands >::offset ( ) const

inline

Gets the data offset (always 0 for new tensors)

Returns

Always returns 0

shape()

template<class Operation , Expression ... Operands>

constexpr Shape const & tannic::transformation::Transformation< Operation, Operands >::shape ( ) const

inlineconstexpr

Gets the broadcasted output shape.

Returns

Shape after broadcasting and transformation

strides()

template<class Operation , Expression ... Operands>

constexpr Strides const & tannic::transformation::Transformation< Operation, Operands >::strides ( ) const

inlineconstexpr

Gets the computed strides for the result.

Returns

Strides based on output shape (row-major)

Member Data Documentation

operands

template<class Operation , Expression ... Operands>

std::tuple<typename Trait<Operands>::Reference...> tannic::transformation::Transformation< Operation, Operands >::operands

operation

template<class Operation , Expression ... Operands>

Operation tannic::transformation::Transformation< Operation, Operands >::operation

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

• include/tannic/transformations.hpp