transformations.hpp File Reference

#include <tuple>
#include <array>
#include <vector>
#include <cassert>
#include "concepts.hpp"
#include "types.hpp"
#include "traits.hpp"
#include "shape.hpp"
#include "tensor.hpp"
#include "exceptions.hpp"

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Classes
class	tannic::transformation::Transformation< Operation, Operands >
	Expression template for tensor transformations. More...
struct	tannic::transformation::Composition
	Transformation composition (Known as Matrix Multiplication) operation. More...
struct	tannic::transformation::Outer
	Represents the outer product operation between two vectors. More...
struct	tannic::transformation::Repetition
	Repetition operation along a specified axis. More...
struct	tannic::transformation::Concatenation
	Concatenation operation along a specified axis. More...
struct	tannic::transformation::Repack
	Repack operation (makes a tensor contiguous in memory) More...

Namespaces
namespace	tannic
namespace	tannic::transformation

Functions
template<Expression Outer, Expression Inner>
constexpr auto	tannic::transformation::composition (Outer &&outer, Inner &&inner, double scale)
	Creates a composition (matrix multiplication) expression.
template<Expression First, Expression Second>
constexpr auto	tannic::transformation::outer (First &&first, Second &&second)
	Creates an outer product expression.
template<Expression Source>
constexpr auto	tannic::transformation::repeat (Source &&source, int repeats, int axis=0)
	Creates a repetition transformation.
template<Expression First, Expression Second>
constexpr auto	tannic::transformation::concatenate (First &&first, Second &&second, int axis=0)
	Helper function to create a concatenation transformation.
template<Expression Source>
constexpr auto	tannic::transformation::repack (Source &&source)
	Creates a repack transformation.
template<Expression Source, Integral ... Indexes>
constexpr auto	tannic::transformation::reshape (Source &&source, Indexes ... indexes)
	Creates a view but always repacks the tensor into a contiguous layout.
template<Expression Multiplicand, Expression Multiplier>
constexpr auto	tannic::matmul (Multiplicand &&multiplicand, Multiplier &&multiplier, double scale=1.0)
	Matrix multiplication convenience function.