Struct SGDOptions#
Defined in File sgd.h
Page Contents
Inheritance Relationships#
Base Type#
public torch::optim::OptimizerCloneableOptions< SGDOptions >(Template Class OptimizerCloneableOptions)
Struct Documentation#
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struct SGDOptions : public torch::optim::OptimizerCloneableOptions<SGDOptions>#
Public Functions
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SGDOptions(double lr)#
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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 momentum(const double &new_momentum) -> decltype(*this)#
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inline auto momentum(double &&new_momentum) -> decltype(*this)#
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inline const double &momentum() const noexcept#
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inline double &momentum() noexcept#
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inline auto dampening(const double &new_dampening) -> decltype(*this)#
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inline auto dampening(double &&new_dampening) -> decltype(*this)#
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inline const double &dampening() const noexcept#
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inline double &dampening() 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 nesterov(const bool &new_nesterov) -> decltype(*this)#
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inline auto nesterov(bool &&new_nesterov) -> decltype(*this)#
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inline const bool &nesterov() const noexcept#
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inline bool &nesterov() 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 SGDOptions &lhs, const SGDOptions &rhs)#
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SGDOptions(double lr)#