Class Layer

Represents the base class for all model layers.

Inheritance
Object
Layer
Activation
ArgReduce
BatchNormalization
Broadcast
Cast
CastLike
Clip
Compress
Concat
ConstantOfShape
CumSum
CustomLayer
DepthToSpace
Einsum
Expand
Flatten
FusedActivation
Gather
GatherElements
GatherND
GlobalPool
Identity
InstanceNormalization
IsInf
IsNaN
LayerNormalization
LocalPool
LRN
LSTM
MatMul
MatMul2D
NonMaxSuppression
NonZero
Not
OneHot
Pad
RandomLayer
Range
Reduce
Reshape
Resize
RoiAlign
ScaleBias
ScatterElements
ScatterND
Shape
Shrink
Sign
Size
Slice
SpaceToDepth
Split
Squeeze
Tile
TopK
Transpose
Trilu
Unsqueeze
Inherited Members
Object.Equals(Object)
Object.Equals(Object, Object)
Object.ReferenceEquals(Object, Object)
Object.GetHashCode()
Object.GetType()
Namespace: Unity.Sentis.Layers
Syntax
[Serializable]
public abstract class Layer

Fields

flags

The flags set on the layer.

Declaration
[NonSerialized]
public Flags flags
Field Value
Type Description
Flags

inputs

The names to use for the input tensors for a layer.

Declaration
public string[] inputs
Field Value
Type Description
String[]

name

The name to use for the first output tensor for a layer.

Declaration
public string name
Field Value
Type Description
String

outputs

The names to use for all of the output tensors for a layer. This is null if a layer has only one output.

Declaration
public string[] outputs
Field Value
Type Description
String[]

Methods

Execute(Tensor[], ExecutionContext)

Executes the layer using the operations and variables from the ExecutionContext and returns the output tensor.

If the layer has more than one output, output tensors are saved to variables.

Declaration
public abstract Tensor Execute(Tensor[] inputTensors, ExecutionContext ctx)
Parameters
Type Name Description
Tensor[] inputTensors
ExecutionContext ctx
Returns
Type Description
Tensor

ToString()

Returns a string that represents the Layer.

Declaration
public override string ToString()
Returns
Type Description
String
Overrides