Struct AdagradOptions

• Defined in File adagrad.h

Inheritance Relationships

Base Type

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

Struct Documentation

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

Public Functions

AdagradOptions(double lr = 1e-2)

auto lr(const double &new_lr) -> decltype(*this)

auto lr(double &&new_lr) -> decltype(*this)

const double &lr() const noexcept

double &lr() noexcept

auto lr_decay(const double &new_lr_decay) -> decltype(*this)

auto lr_decay(double &&new_lr_decay) -> decltype(*this)

const double &lr_decay() const noexcept

double &lr_decay() noexcept

auto weight_decay(const double &new_weight_decay) -> decltype(*this)

auto weight_decay(double &&new_weight_decay) -> decltype(*this)

const double &weight_decay() const noexcept

double &weight_decay() noexcept

auto initial_accumulator_value(const double &new_initial_accumulator_value) -> decltype(*this)

auto initial_accumulator_value(double &&new_initial_accumulator_value) -> decltype(*this)

const double &initial_accumulator_value() const noexcept

double &initial_accumulator_value() noexcept

auto eps(const double &new_eps) -> decltype(*this)

auto eps(double &&new_eps) -> decltype(*this)

const double &eps() const noexcept

double &eps() noexcept

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

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

~AdagradOptions() override = default

double get_lr() const override

void set_lr(const double lr) override

Friends

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