Class Layer

Barracuda Model Layer

Inheritance

Object

Layer

Namespace: Unity.Barracuda

Syntax

public class Layer : object

Constructors

Layer(String, Layer.Activation)

Constructs Activation Layer

Declaration

public Layer(string layerName, Layer.Activation activationType)

Parameters

Type	Name	Description
String	layerName	layer name
Layer.Activation	activationType	layer activation type

Layer(String, Layer.Type, Layer.Activation)

Constructs Layer

Declaration

public Layer(string layerName, Layer.Type layerType, Layer.Activation activationType = default(Layer.Activation))

Parameters

Type	Name	Description
String	layerName	layer name
Layer.Type	layerType	layer type
Layer.Activation	activationType	layer activation type

Fields

activation

Layer activation type

Declaration

public Layer.Activation activation

Field Value

Type	Description
Layer.Activation

alpha

Alpha

Declaration

public float alpha

Field Value

Type	Description
Single

axes

Axes (not serialized) - used for conversion

Declaration

public Int32[] axes

Field Value

Type	Description
Int32[]

axis

Axis

Declaration

public Int32 axis

Field Value

Type	Description
Int32

beta

Beta

Declaration

public float beta

Field Value

Type	Description
Single

datasets

Datasets bound to layer

Declaration

public Layer.DataSet[] datasets

Field Value

Type	Description
Layer.DataSet[]

flags

Layer flags (not serialized) - used for conversion

Declaration

public Layer.Flags flags

Field Value

Type	Description
Layer.Flags

inputs

Input (layer) names

Declaration

public string[] inputs

Field Value

Type	Description
String[]

name

Layer name

Declaration

public string name

Field Value

Type	Description
String

outputs

Output (layer) names (not serialized) - used for conversion

Declaration

public string[] outputs

Field Value

Type	Description
String[]

pad

Padding shape

Declaration

public Int32[] pad

Field Value

Type	Description
Int32[]

pool

Pooling

Declaration

public Int32[] pool

Field Value

Type	Description
Int32[]

stride

Stride

Declaration

public Int32[] stride

Field Value

Type	Description
Int32[]

type

Layer type

Declaration

public Layer.Type type

Field Value

Type	Description
Layer.Type

weights

Flat weights array (for actual shape see datasets)

Declaration

public BarracudaArray weights

Field Value

Type	Description
BarracudaArray

Methods

ApplyTensorToDataSet(Tensor, Int32)

Converts Tensor to DataSet

Declaration

public void ApplyTensorToDataSet(Tensor X, int index)

Parameters

Type	Name	Description
Tensor	X	input Tensor
Int32	index	dataset index

DataSetToTensor(Int32)

Converts DataSet to Tensor

Declaration

public Tensor DataSetToTensor(int index)

Parameters

Type	Name	Description
Int32	index	dataset index

Returns

Type	Description
Tensor	Tensor

ToString()

Layer summary string

Declaration

public override string ToString()

Returns

Type	Description
String	layer summary string