Struct BatchNormFuncOptions

• Defined in File batchnorm.h

Struct Documentation

struct BatchNormFuncOptions

Options for torch::nn::functional::batch_norm.

Example:

namespace F = torch::nn::functional;
F::batch_norm(input, mean, variance,
F::BatchNormFuncOptions().weight(weight).bias(bias).momentum(0.1).eps(1e-05).training(false));

Public Functions

inline auto weight(const Tensor &new_weight) -> decltype(*this)

inline auto weight(Tensor &&new_weight) -> decltype(*this)

inline const Tensor &weight() const noexcept

inline Tensor &weight() noexcept

inline auto bias(const Tensor &new_bias) -> decltype(*this)

inline auto bias(Tensor &&new_bias) -> decltype(*this)

inline const Tensor &bias() const noexcept

inline Tensor &bias() noexcept

inline auto training(const bool &new_training) -> decltype(*this)

inline auto training(bool &&new_training) -> decltype(*this)

inline const bool &training() const noexcept

inline bool &training() noexcept

inline auto momentum(const c10::optional<double> &new_momentum) -> decltype(*this)

A momentum multiplier for the mean and variance.

Changing this parameter after construction is effective.

inline auto momentum(c10::optional<double> &&new_momentum) -> decltype(*this)

inline const c10::optional<double> &momentum() const noexcept

inline c10::optional<double> &momentum() noexcept

inline auto eps(const double &new_eps) -> decltype(*this)

The epsilon value added for numerical stability.

Changing this parameter after construction is effective.

inline auto eps(double &&new_eps) -> decltype(*this)

inline const double &eps() const noexcept

inline double &eps() noexcept