Class Reshape

Represents a Reshape layer. The layer calculates the output tensor by copying the data from the input tensor and using a given shape. The data from the input tensor is unchanged.

Only one of the elements of the shape can be -1. The layer infers the size of this dimension from the remaining dimensions and the length of the input tensor.

Inheritance

Object

Layer

Reshape

Inherited Members

Layer.inputs

Layer.name

Layer.outputs

Layer.flags

Object.Equals(Object)

Object.Equals(Object, Object)

Object.ReferenceEquals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Namespace: Unity.Sentis.Layers

Syntax

[Serializable]
public class Reshape : Layer

Constructors

Reshape(String, String, String, Boolean)

Initializes and returns an instance of Reshape layer.

Declaration

public Reshape(string name, string input, string shape, bool allowZero = false)

Parameters

Type	Name	Description
String	name	The name to use for the output tensor of the layer.
String	input	The name to use for the input tensor of the layer.
String	shape	The name to use for the 1D shape tensor of the layer.
Boolean	allowZero	Whether to handle zeros in the shape like numpy. The default value is false and zero-sized dimensions in the shape take their value from the input tensor shape.

Fields

allowZero

Whether to handle zeros in the shape like numpy.

If the shape has a dimension of size 0 and allowZero is true, the output tensor has a dimension of size zero in the same place.

If the shape has a dimension of size 0 and if allowZero is false, the output tensor has the same dimension as the input tensor at this axis.

Declaration

public bool allowZero

Field Value

Type	Description
Boolean

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 override Tensor Execute(Tensor[] inputTensors, ExecutionContext ctx)

Parameters

Type	Name	Description
Tensor[]	inputTensors
ExecutionContext	ctx

Returns

Type	Description
Tensor

Overrides

Layer.Execute(Tensor[], ExecutionContext)

ToString()

Returns a string that represents the Layer.

Declaration

public override string ToString()

Returns

Type	Description
String

Overrides

Layer.ToString()