Struct RMSpropOptions

• Defined in File rmsprop.h

Inheritance Relationships

Base Type

• public torch::optim::OptimizerCloneableOptions< RMSpropOptions > (Template Class OptimizerCloneableOptions)

Struct Documentation

struct RMSpropOptions : public torch::optim::OptimizerCloneableOptions<RMSpropOptions>

Public Functions

RMSpropOptions(double lr = 1e-2)

inline auto lr(const double &new_lr) -> decltype(*this)

inline auto lr(double &&new_lr) -> decltype(*this)

inline const double &lr() const noexcept

inline double &lr() noexcept

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

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

inline const double &alpha() const noexcept

inline double &alpha() noexcept

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

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

inline const double &eps() const noexcept

inline double &eps() noexcept

inline auto weight_decay(const double &new_weight_decay) -> decltype(*this)

inline auto weight_decay(double &&new_weight_decay) -> decltype(*this)

inline const double &weight_decay() const noexcept

inline double &weight_decay() noexcept

inline auto momentum(const double &new_momentum) -> decltype(*this)

inline auto momentum(double &&new_momentum) -> decltype(*this)

inline const double &momentum() const noexcept

inline double &momentum() noexcept

inline auto centered(const bool &new_centered) -> decltype(*this)

inline auto centered(bool &&new_centered) -> decltype(*this)

inline const bool &centered() const noexcept

inline bool &centered() noexcept

virtual void serialize(torch::serialize::InputArchive &archive) override

virtual void serialize(torch::serialize::OutputArchive &archive) const override

virtual double get_lr() const override

virtual void set_lr(const double lr) override

Friends

friend bool operator==(const RMSpropOptions &lhs, const RMSpropOptions &rhs)