Struct RMSpropParamState

• Defined in File rmsprop.h

Inheritance Relationships

Base Type

• public torch::optim::OptimizerCloneableParamState< RMSpropParamState > (Template Class OptimizerCloneableParamState)

Struct Documentation

struct RMSpropParamState : public torch::optim::OptimizerCloneableParamState<RMSpropParamState>

Public Functions

inline auto step(const int64_t &new_step) -> decltype(*this)

inline auto step(int64_t &&new_step) -> decltype(*this)

inline const int64_t &step() const noexcept

inline int64_t &step() noexcept

inline auto square_avg(const torch::Tensor &new_square_avg) -> decltype(*this)

inline auto square_avg(torch::Tensor &&new_square_avg) -> decltype(*this)

inline const torch::Tensor &square_avg() const noexcept

inline torch::Tensor &square_avg() noexcept

inline auto momentum_buffer(const torch::Tensor &new_momentum_buffer) -> decltype(*this)

inline auto momentum_buffer(torch::Tensor &&new_momentum_buffer) -> decltype(*this)

inline const torch::Tensor &momentum_buffer() const noexcept

inline torch::Tensor &momentum_buffer() noexcept

inline auto grad_avg(const torch::Tensor &new_grad_avg) -> decltype(*this)

inline auto grad_avg(torch::Tensor &&new_grad_avg) -> decltype(*this)

inline const torch::Tensor &grad_avg() const noexcept

inline torch::Tensor &grad_avg() noexcept

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

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

Friends

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