Struct AdagradOptions#
Defined in File adagrad.h
Page Contents
Inheritance Relationships#
Base Type#
public torch::optim::OptimizerCloneableOptions< AdagradOptions >(Template Class OptimizerCloneableOptions)
Struct Documentation#
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struct AdagradOptions : public torch::optim::OptimizerCloneableOptions<AdagradOptions>#
Public Functions
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AdagradOptions(double lr = 1e-2)#
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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 lr_decay(const double &new_lr_decay) -> decltype(*this)#
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inline auto lr_decay(double &&new_lr_decay) -> decltype(*this)#
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inline const double &lr_decay() const noexcept#
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inline double &lr_decay() 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 initial_accumulator_value(const double &new_initial_accumulator_value) -> decltype(*this)#
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inline auto initial_accumulator_value(double &&new_initial_accumulator_value) -> decltype(*this)#
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inline const double &initial_accumulator_value() const noexcept#
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inline double &initial_accumulator_value() 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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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 AdagradOptions &lhs, const AdagradOptions &rhs)#
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AdagradOptions(double lr = 1e-2)#