optimizer.hpp File Reference

#include <iostream>
#include <core/core.hpp>

Go to the source code of this file.

Classes
struct	iganet::optimizer_options_type< torch::optim::Adagrad >
struct	iganet::optimizer_options_type< torch::optim::Adam >
struct	iganet::optimizer_options_type< torch::optim::AdamW >
struct	iganet::optimizer_options_type< torch::optim::LBFGS >
struct	iganet::optimizer_options_type< torch::optim::RMSprop >
struct	iganet::optimizer_options_type< torch::optim::SGD >

Namespaces
namespace	iganet
namespace	torch
namespace	torch::optim

Concepts
concept	iganet::OptimizerType
	Concept to identify template parameters that are derived from torch::optim::Optimizer.

Functions
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::AdagradOptions &obj)
	Print (as string) a torch::optim::AdagradOptions object.
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::AdamOptions &obj)
	Print (as string) a torch::optim::AdamOptions object.
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::AdamWOptions &obj)
	Print (as string) a torch::optim::AdamWOptions object.
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::LBFGSOptions &obj)
	Print (as string) a torch::optim::LBFGSOptions object.
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::RMSpropOptions &obj)
	Print (as string) a torch::optim::RMSpropOptions object.
std::ostream &	torch::optim::operator<< (std::ostream &os, const torch::optim::SGDOptions &obj)
	Print (as string) a torch::optim::SGDOptions object.

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Class Documentation

iganet::optimizer_options_type< torch::optim::Adagrad >

struct iganet::optimizer_options_type< torch::optim::Adagrad >

Class Members
typedef AdagradOptions	type

iganet::optimizer_options_type< torch::optim::Adam >

struct iganet::optimizer_options_type< torch::optim::Adam >

Class Members
typedef AdamOptions	type

iganet::optimizer_options_type< torch::optim::AdamW >

struct iganet::optimizer_options_type< torch::optim::AdamW >

Class Members
typedef AdamWOptions	type

iganet::optimizer_options_type< torch::optim::LBFGS >

struct iganet::optimizer_options_type< torch::optim::LBFGS >

Class Members
typedef LBFGSOptions	type

iganet::optimizer_options_type< torch::optim::RMSprop >

struct iganet::optimizer_options_type< torch::optim::RMSprop >

Class Members
typedef RMSpropOptions	type

iganet::optimizer_options_type< torch::optim::SGD >

struct iganet::optimizer_options_type< torch::optim::SGD >

Class Members
typedef SGDOptions	type