convolutions.hpp File Reference

Defines tensor convolutional operations. More...

#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.

Detailed Description

Defines tensor convolutional operations.

Author

Eric Hermosis

Date

2025

This header provides tensor convolution operations implemented as expression templates.

Part of the Tannic Tensor Library.