Class Layer
Barracuda Model Layer
Namespace: Unity.Barracuda
Syntax
public class Layer : objectConstructors
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 activationField Value
| Type | Description |
|---|---|
| Layer.Activation |
alpha
Alpha
Declaration
public float alphaField Value
| Type | Description |
|---|---|
| Single |
axis
Axis
Declaration
public Int32 axisField Value
| Type | Description |
|---|---|
| Int32 |
beta
Beta
Declaration
public float betaField Value
| Type | Description |
|---|---|
| Single |
datasets
Datasets bound to layer
Declaration
public Layer.DataSet[] datasetsField Value
| Type | Description |
|---|---|
| Layer.DataSet[] |
inputs
Input (layer) names
Declaration
public string[] inputsField Value
| Type | Description |
|---|---|
| String[] |
name
Layer name
Declaration
public string nameField Value
| Type | Description |
|---|---|
| String |
pad
Padding shape
Declaration
public Int32[] padField Value
| Type | Description |
|---|---|
| Int32[] |
pool
Pooling
Declaration
public Int32[] poolField Value
| Type | Description |
|---|---|
| Int32[] |
stride
Stride
Declaration
public Int32[] strideField Value
| Type | Description |
|---|---|
| Int32[] |
type
Layer type
Declaration
public Layer.Type typeField Value
| Type | Description |
|---|---|
| Layer.Type |
weights
Flat weights array (for actual shape see datasets)
Declaration
public float[] weightsField Value
| Type | Description |
|---|---|
| Single[] |
Methods
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 |