Struct AdamOptions#
Defined in File adam.h
Page Contents
Inheritance Relationships#
Base Type#
public torch::optim::OptimizerCloneableOptions< AdamOptions >(Template Class OptimizerCloneableOptions)
Struct Documentation#
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struct AdamOptions : public torch::optim::OptimizerCloneableOptions<AdamOptions>#
Public Functions
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AdamOptions(double lr = 1e-3)#
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inline auto lr(const double &new_lr) -> decltype(*this)#
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inline auto lr(double &&new_lr) -> decltype(*this)#
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inline const double &lr() const noexcept#
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inline double &lr() noexcept#
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inline auto betas(const betas_t &new_betas) -> decltype(*this)#
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inline auto betas(betas_t &&new_betas) -> decltype(*this)#
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inline const betas_t &betas() const noexcept#
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inline betas_t &betas() noexcept#
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inline auto eps(const double &new_eps) -> decltype(*this)#
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inline auto eps(double &&new_eps) -> decltype(*this)#
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inline const double &eps() const noexcept#
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inline double &eps() noexcept#
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inline auto weight_decay(const double &new_weight_decay) -> decltype(*this)#
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inline auto weight_decay(double &&new_weight_decay) -> decltype(*this)#
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inline const double &weight_decay() const noexcept#
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inline double &weight_decay() noexcept#
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inline auto amsgrad(const bool &new_amsgrad) -> decltype(*this)#
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inline auto amsgrad(bool &&new_amsgrad) -> decltype(*this)#
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inline const bool &amsgrad() const noexcept#
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inline bool &amsgrad() noexcept#
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virtual void serialize(torch::serialize::InputArchive &archive) override#
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virtual void serialize(torch::serialize::OutputArchive &archive) const override#
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virtual double get_lr() const override#
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virtual void set_lr(const double lr) override#
Friends
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friend bool operator==(const AdamOptions &lhs, const AdamOptions &rhs)#
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AdamOptions(double lr = 1e-3)#