org.bytedeco.javacpp

Class tensorflow.MatrixDiag

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.MatrixDiag

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Returns a batched diagonal tensor with a given batched diagonal values. Given a diagonal, this operation returns a tensor with the diagonal and everything else padded with zeros. The diagonal is computed as follows: Assume diagonal has k dimensions [I, J, K, ..., N], then the output is a tensor of rank k+1 with dimensions [I, J, K, ..., N, N]where: output[i, j, k, ..., m, n] = 1{m=n} * diagonal[i, j, k, ..., n]. For example: # 'diagonal' is [[1, 2, 3, 4], [5, 6, 7, 8]] and diagonal.shape = (2, 4) tf.matrix_diag(diagonal) ==> [[[1, 0, 0, 0] [0, 2, 0, 0] [0, 0, 3, 0] [0, 0, 0, 4]], [[5, 0, 0, 0] [0, 6, 0, 0] [0, 0, 7, 0] [0, 0, 0, 8]]] which has shape (2, 4, 4)

{@code
 
  Arguments:
  * scope: A Scope object
  * diagonal: Rank `k`, where `k >= 1`.
 
  Returns:
  * `Output`: Rank `k+1`, with `output.shape = diagonal.shape + [diagonal.shape[-1]]`.

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
MatrixDiag(Pointer p) Pointer cast constructor.
MatrixDiag(tensorflow.Scope scope, tensorflow.Input diagonal)

Method Summary

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

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

MatrixDiag

public MatrixDiag(Pointer p)

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

MatrixDiag

public MatrixDiag(@Const @ByRef
                  tensorflow.Scope scope,
                  @ByVal
                  tensorflow.Input diagonal)

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.MatrixDiag operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.MatrixDiag output(tensorflow.Output output)