Struct AdamOptions

• Defined in File adam.h

Inheritance Relationships

Base Type

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

Struct Documentation

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

Public Functions

AdamOptions(double lr = 1e-3)

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 betas(const betas_t &new_betas) -> decltype(*this)

inline auto betas(betas_t &&new_betas) -> decltype(*this)

inline const betas_t &betas() const noexcept

inline betas_t &betas() 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 amsgrad(const bool &new_amsgrad) -> decltype(*this)

inline auto amsgrad(bool &&new_amsgrad) -> decltype(*this)

inline const bool &amsgrad() const noexcept

inline bool &amsgrad() 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 AdamOptions &lhs, const AdamOptions &rhs)