org.bytedeco.javacpp

Class tensorflow.LogMatrixDeterminant

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.LogMatrixDeterminant

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Computes the sign and the log of the absolute value of the determinant of one or more square matrices. The input is a tensor of shape [N, M, M] whose inner-most 2 dimensions form square matrices. The outputs are two tensors containing the signs and absolute values of the log determinants for all N input submatrices [..., :, :] such that the determinant = sign*exp(log_abs_determinant). The log_abs_determinant is computed as det(P)*sum(log(diag(LU))) where LU is the LU decomposition of the input and P is the corresponding permutation matrix. Arguments: * scope: A Scope object * input: Shape is [N, M, M]. Returns: * Output sign: The signs of the log determinants of the inputs. Shape is [N]. * Output log_abs_determinant: The logs of the absolute values of the determinants of the N input matrices. Shape is [N].

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
LogMatrixDeterminant(Pointer p) Pointer cast constructor.
LogMatrixDeterminant(tensorflow.Scope scope, tensorflow.Input input)

Method Summary

Modifier and Type	Method and Description
tensorflow.Output	log_abs_determinant()
tensorflow.LogMatrixDeterminant	log_abs_determinant(tensorflow.Output log_abs_determinant)
tensorflow.Operation	operation()
tensorflow.LogMatrixDeterminant	operation(tensorflow.Operation operation)
tensorflow.Output	sign()
tensorflow.LogMatrixDeterminant	sign(tensorflow.Output sign)

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

LogMatrixDeterminant

public LogMatrixDeterminant(Pointer p)

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

LogMatrixDeterminant

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

Method Detail

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.LogMatrixDeterminant operation(tensorflow.Operation operation)

sign

@ByRef
public tensorflow.Output sign()

sign

public tensorflow.LogMatrixDeterminant sign(tensorflow.Output sign)

log_abs_determinant

@ByRef
public tensorflow.Output log_abs_determinant()

log_abs_determinant

public tensorflow.LogMatrixDeterminant log_abs_determinant(tensorflow.Output log_abs_determinant)