Struct LocalResponseNormOptions

• Defined in File normalization.h

Struct Documentation

struct LocalResponseNormOptions

Options for the LocalResponseNorm module.

Example:

LocalResponseNorm
model(LocalResponseNormOptions(2).alpha(0.0002).beta(0.85).k(2.));

Public Functions

inline LocalResponseNormOptions(int64_t size)

inline auto size(const int64_t &new_size) -> decltype(*this)

amount of neighbouring channels used for normalization

inline auto size(int64_t &&new_size) -> decltype(*this)

inline const int64_t &size() const noexcept

inline int64_t &size() noexcept

inline auto alpha(const double &new_alpha) -> decltype(*this)

multiplicative factor. Default: 1e-4

inline auto alpha(double &&new_alpha) -> decltype(*this)

inline const double &alpha() const noexcept

inline double &alpha() noexcept

inline auto beta(const double &new_beta) -> decltype(*this)

exponent. Default: 0.75

inline auto beta(double &&new_beta) -> decltype(*this)

inline const double &beta() const noexcept

inline double &beta() noexcept

inline auto k(const double &new_k) -> decltype(*this)

additive factor. Default: 1

inline auto k(double &&new_k) -> decltype(*this)

inline const double &k() const noexcept

inline double &k() noexcept