dl::optimization Namespace Reference

Classes
class	Adam
	Adam optimizer with autograd support. More...
class	AdamW
	AdamW optimizer with autograd support. More...
class	AutogradOptimizer
	Base class for autograd-compatible optimizers. More...
class	LRScheduler
	Learning rate scheduler base class. More...
class	RMSprop
	RMSprop optimizer with autograd support. More...
class	SGD
	Stochastic Gradient Descent optimizer with autograd support. More...
class	StepLR
	Step learning rate scheduler Decays learning rate by gamma every step_size epochs. More...

Typedefs
using	SGDD = SGD< double >
using	SGDF = SGD< float >
using	AdamD = Adam< double >
using	AdamF = Adam< float >
using	AdamWD = AdamW< double >
using	AdamWF = AdamW< float >
using	RMSpropD = RMSprop< double >
using	RMSpropF = RMSprop< float >
using	StepLRD = StepLR< double >
using	StepLRF = StepLR< float >

Typedef Documentation

AdamD

using dl::optimization::AdamD = typedef Adam<double>

Definition at line 337 of file optimizers.hpp.

AdamF

using dl::optimization::AdamF = typedef Adam<float>

Definition at line 338 of file optimizers.hpp.

AdamWD

using dl::optimization::AdamWD = typedef AdamW<double>

Definition at line 339 of file optimizers.hpp.

AdamWF

using dl::optimization::AdamWF = typedef AdamW<float>

Definition at line 340 of file optimizers.hpp.

RMSpropD

using dl::optimization::RMSpropD = typedef RMSprop<double>

Definition at line 341 of file optimizers.hpp.

RMSpropF

using dl::optimization::RMSpropF = typedef RMSprop<float>

Definition at line 342 of file optimizers.hpp.

SGDD

using dl::optimization::SGDD = typedef SGD<double>

Definition at line 335 of file optimizers.hpp.

SGDF

using dl::optimization::SGDF = typedef SGD<float>

Definition at line 336 of file optimizers.hpp.

StepLRD

using dl::optimization::StepLRD = typedef StepLR<double>

Definition at line 343 of file optimizers.hpp.

StepLRF

using dl::optimization::StepLRF = typedef StepLR<float>

Definition at line 344 of file optimizers.hpp.