dl::layers Namespace Reference

Classes
class	Dropout
	Dropout layer for regularization. More...
class	Linear
	Linear (fully connected) layer: y = xW^T + b. More...
class	Module
	Base class for all neural network modules (PyTorch-like nn.Module) More...
class	ReLU
	ReLU activation function. More...
class	Sequential
	Sequential container for chaining modules. More...
class	Sigmoid
	Sigmoid activation function. More...
class	Tanh
	Tanh activation function. More...

Typedefs
using	LinearD = Linear< double >
using	LinearF = Linear< float >
using	ReLUD = ReLU< double >
using	ReLUF = ReLU< float >
using	SigmoidD = Sigmoid< double >
using	SigmoidF = Sigmoid< float >
using	TanhD = Tanh< double >
using	TanhF = Tanh< float >
using	DropoutD = Dropout< double >
using	DropoutF = Dropout< float >
using	SequentialD = Sequential< double >
using	SequentialF = Sequential< float >

Typedef Documentation

DropoutD

using dl::layers::DropoutD = typedef Dropout<double>

Definition at line 213 of file layers.hpp.

DropoutF

using dl::layers::DropoutF = typedef Dropout<float>

Definition at line 214 of file layers.hpp.

LinearD

using dl::layers::LinearD = typedef Linear<double>

Definition at line 205 of file layers.hpp.

LinearF

using dl::layers::LinearF = typedef Linear<float>

Definition at line 206 of file layers.hpp.

ReLUD

using dl::layers::ReLUD = typedef ReLU<double>

Definition at line 207 of file layers.hpp.

ReLUF

using dl::layers::ReLUF = typedef ReLU<float>

Definition at line 208 of file layers.hpp.

SequentialD

using dl::layers::SequentialD = typedef Sequential<double>

Definition at line 215 of file layers.hpp.

SequentialF

using dl::layers::SequentialF = typedef Sequential<float>

Definition at line 216 of file layers.hpp.

SigmoidD

using dl::layers::SigmoidD = typedef Sigmoid<double>

Definition at line 209 of file layers.hpp.

SigmoidF

using dl::layers::SigmoidF = typedef Sigmoid<float>

Definition at line 210 of file layers.hpp.

TanhD

using dl::layers::TanhD = typedef Tanh<double>

Definition at line 211 of file layers.hpp.

TanhF

using dl::layers::TanhF = typedef Tanh<float>

Definition at line 212 of file layers.hpp.