org.eclipse.kura.ai.inference

Class Tensor

java.lang.Object

org.eclipse.kura.ai.inference.Tensor

@ProviderType
public class Tensor
extends java.lang.Object

The Tensor class represents the input or output of a model for Artificial Intelligence and Machine Learning algorithms

Since:

2.3

Constructor Summary

Constructors

Constructor and Description
Tensor(java.lang.Class<T> type, TensorDescriptor descriptor, java.util.List<T> data) Instantiates a Tensor

Method Summary

Modifier and Type	Method and Description
<T> java.util.Optional<java.util.List<T>>	getData(java.lang.Class<T> type) Return the data contained in the tensor
TensorDescriptor	getDescriptor() Return the descriptor of the tensor
java.lang.Class<?>	getType() Return the type of the tensor

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Tensor

public Tensor(java.lang.Class<T> type,
              TensorDescriptor descriptor,
              java.util.List<T> data)

Instantiates a Tensor

Parameters:

type - the type of tensor data as Java class

descriptor - the TensorDescriptor of this tensor

data - the list of data of this tensor

Method Detail

getDescriptor

public TensorDescriptor getDescriptor()

Return the descriptor of the tensor

Returns:

the TensorDescriptor of the tensor

getData

public <T> java.util.Optional<java.util.List<T>> getData(java.lang.Class<T> type)

Return the data contained in the tensor

Parameters:

type - the type of the data as Java class. The type argument must match the type of the tensor.

Returns:

a list of data of the given type

getType

public java.lang.Class<?> getType()

Return the type of the tensor

Returns:

the Class of the data contained in the tensor