optimizer.hpp File Reference

Optimizier type traits. More...

#include <iostream>
#include <iganet/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.

Detailed Description

Optimizier type traits.

Author

Matthias Moller.

Copyright

This file is part of the IgANet project.

This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at http://mozilla.org/MPL/2.0/.

---

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