convolutions.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"
#include "transformations.hpp"

Include dependency graph for convolutions.hpp:

Go to the source code of this file.

Classes
class	tannic::transformation::Convolution1D
	Expression for 1D convolution operations. More...
class	tannic::transformation::Convolution2D
	Expression for 2D convolution operations. More...

Namespaces
namespace	tannic
namespace	tannic::transformation

Functions
template<Expression Signal, Expression Kernel>
constexpr auto	tannic::transformation::convolve1D (Signal &&signal, Kernel &&kernel, std::size_t stride, std::size_t padding)
	Creates a 1D convolution expression with uniform stride and padding.
template<Expression Signal, Expression Kernel>
constexpr auto	tannic::transformation::convolve1D (Signal &&signal, Kernel &&kernel, std::array< std::size_t, 1 > strides, std::array< std::size_t, 1 > padding)
	Creates a 1D convolution expression with explicit stride and padding arrays.
template<Expression Signal, Expression Kernel>
constexpr auto	tannic::transformation::convolve2D (Signal &&signal, Kernel &&kernel, std::size_t stride, std::size_t padding)
	Creates a 2D convolution expression with uniform stride and padding.
template<Expression Signal, Expression Kernel>
constexpr auto	tannic::transformation::convolve2D (Signal &&signal, Kernel &&kernel, std::array< std::size_t, 2 > strides, std::array< std::size_t, 2 > padding)
	Creates a 2D convolution expression with explicit stride and padding arrays.