org.bytedeco.javacpp

Class tensorflow.DiagPart

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.DiagPart

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.DiagPart
extends Pointer

Returns the diagonal part of the tensor. This operation returns a tensor with the diagonal part of the input. The diagonal part is computed as follows: Assume input has dimensions [D1,..., Dk, D1,..., Dk], then the output is a tensor of rank k with dimensions [D1,..., Dk] where: diagonal[i1,..., ik] = input[i1, ..., ik, i1,..., ik]. For example:

  # 'input' is [[1, 0, 0, 0]
                [0, 2, 0, 0]
                [0, 0, 3, 0]
                [0, 0, 0, 4]]
 
  tf.diag_part(input) ==> [1, 2, 3, 4]
  

Arguments: * scope: A Scope object * input: Rank k tensor where k is even and not zero. Returns: * Output: The extracted diagonal.

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
DiagPart(Pointer p) Pointer cast constructor.
DiagPart(tensorflow.Scope scope, tensorflow.Input input)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Output	diagonal()
tensorflow.DiagPart	diagonal(tensorflow.Output diagonal)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.DiagPart	operation(tensorflow.Operation operation)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

DiagPart

public DiagPart(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

DiagPart

public DiagPart(@Const @ByRef
                tensorflow.Scope scope,
                @ByVal
                tensorflow.Input input)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public tensorflow.Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public tensorflow.Input asInput()

node

public tensorflow.Node node()

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.DiagPart operation(tensorflow.Operation operation)

diagonal

@ByRef
public tensorflow.Output diagonal()

diagonal

public tensorflow.DiagPart diagonal(tensorflow.Output diagonal)