loss.hpp File Reference

#include "./operation.hpp"
#include "./tensor.hpp"
#include "./utils/debug.hpp"

Go to the source code of this file.

Namespaces
	ceras

Functions
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::mean_squared_logarithmic_error (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::squared_loss (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::mean_squared_error (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::mse (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::abs_loss (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::mean_absolute_error (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::mae (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::cross_entropy (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::binary_cross_entropy_loss (Lhs_Expression const &ground_truth, Rhs_Expression const &prediction) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::cross_entropy_loss (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept
template<Expression Lhs_Expression, Expression Rhs_Expression>
constexpr auto	ceras::hinge_loss (Lhs_Expression const &lhs_ex, Rhs_Expression const &rhs_ex) noexcept

Variables
auto	ceras::MeanSquaredError
	Computes the mean of squares of errors between labels and predictions. More...
auto	ceras::MSE
	An alias name of function MeanSquaredError. More...
auto	ceras::MeanAbsoluteError
	Computes the mean of absolute errors between labels and predictions. More...
auto	ceras::MAE
	An alias name of function MeanAbsoluteError. More...
auto	ceras::Hinge
auto	ceras::CategoricalCrossentropy
auto	ceras::CategoricalCrossEntropy
auto	ceras::BinaryCrossentropy
auto	ceras::BinaryCrossEntropy