dl::loss Namespace Reference

Classes
class	AutogradLoss
	Base class for autograd-compatible loss functions. More...
class	BCELoss
	Binary Cross Entropy Loss with autograd support. More...
class	BCEWithLogitsLoss
	Binary Cross Entropy with Logits Loss. More...
class	CrossEntropyLoss
	Cross Entropy Loss with autograd support. More...
class	HingeLoss
	Hinge Loss with autograd support. More...
class	HuberLoss
	Huber Loss with autograd support. More...
class	MSELoss
	Mean Squared Error Loss with autograd support. More...

Typedefs
using	MSELossD = MSELoss< double >
using	MSELossF = MSELoss< float >
using	CrossEntropyLossD = CrossEntropyLoss< double >
using	CrossEntropyLossF = CrossEntropyLoss< float >
using	BCELossD = BCELoss< double >
using	BCELossF = BCELoss< float >
using	BCEWithLogitsLossD = BCEWithLogitsLoss< double >
using	BCEWithLogitsLossF = BCEWithLogitsLoss< float >
using	HingeLossD = HingeLoss< double >
using	HingeLossF = HingeLoss< float >
using	HuberLossD = HuberLoss< double >
using	HuberLossF = HuberLoss< float >

Typedef Documentation

BCELossD

using dl::loss::BCELossD = typedef BCELoss<double>

Definition at line 235 of file losses.hpp.

BCELossF

using dl::loss::BCELossF = typedef BCELoss<float>

Definition at line 236 of file losses.hpp.

BCEWithLogitsLossD

using dl::loss::BCEWithLogitsLossD = typedef BCEWithLogitsLoss<double>

Definition at line 237 of file losses.hpp.

BCEWithLogitsLossF

using dl::loss::BCEWithLogitsLossF = typedef BCEWithLogitsLoss<float>

Definition at line 238 of file losses.hpp.

CrossEntropyLossD

using dl::loss::CrossEntropyLossD = typedef CrossEntropyLoss<double>

Definition at line 233 of file losses.hpp.

CrossEntropyLossF

using dl::loss::CrossEntropyLossF = typedef CrossEntropyLoss<float>

Definition at line 234 of file losses.hpp.

HingeLossD

using dl::loss::HingeLossD = typedef HingeLoss<double>

Definition at line 239 of file losses.hpp.

HingeLossF

using dl::loss::HingeLossF = typedef HingeLoss<float>

Definition at line 240 of file losses.hpp.

HuberLossD

using dl::loss::HuberLossD = typedef HuberLoss<double>

Definition at line 241 of file losses.hpp.

HuberLossF

using dl::loss::HuberLossF = typedef HuberLoss<float>

Definition at line 242 of file losses.hpp.

MSELossD

using dl::loss::MSELossD = typedef MSELoss<double>

Definition at line 231 of file losses.hpp.

MSELossF

using dl::loss::MSELossF = typedef MSELoss<float>

Definition at line 232 of file losses.hpp.