Class RecurrentState

Object that represent memory (recurrent state) between the executions of a given model.

Inheritance

Object

RecurrentState

Inherited Members

Object.ToString()

Object.Equals(Object)

Object.Equals(Object, Object)

Object.ReferenceEquals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Namespace: Unity.Barracuda

Syntax

public class RecurrentState : IDisposable

Constructors

RecurrentState(Model, Int32, Dictionary<String, Tensor>)

Constructs recurrent state for a specific model model is the associated model. batchSize has to match the batch dimension of the input tensor(s). Specifying -1 will use batch size of the memory tensors as declared in the model. grabFromInputs optional dictionary of named tensors that can be used as a memory. If name of the tensor matches the memory, tensor will be removed from the dictionary and used as memory.

Declaration

public RecurrentState(Model model, int batchSize = -1, Dictionary<string, Tensor> grabFromInputs = null)

Parameters

Type	Name	Description
Model	model
Int32	batchSize
Dictionary<String, Tensor>	grabFromInputs

Methods

AfterExecution(IWorker)

Internal callback called after execution of the model finished. This callback stores results of the current iteration in the memory.

Declaration

public void AfterExecution(IWorker worker)

Parameters

Type	Name	Description
IWorker	worker

BeforeExecution(IWorker)

Internal callback called before the execution of the model. This callback prepares model for the next iteration according to the memory.

Declaration

public void BeforeExecution(IWorker worker)

Parameters

Type	Name	Description
IWorker	worker

Dispose()

Declaration

public virtual void Dispose()

Implements

IDisposable.Dispose()

Finalize()

Declaration

protected void Finalize()

GetBatchSize()

Returns batch dimension used for the memories.

Declaration

public int GetBatchSize()

Returns

Type	Description
Int32