org.bytedeco.tensorflow

Class MatrixInverse

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.MatrixInverse

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class MatrixInverse
extends Pointer

Computes the inverse of one or more square invertible matrices or their adjoints (conjugate transposes). The input is a tensor of shape [..., M, M] whose inner-most 2 dimensions form square matrices. The output is a tensor of the same shape as the input containing the inverse for all input submatrices [..., :, :]. The op uses LU decomposition with partial pivoting to compute the inverses. If a matrix is not invertible there is no guarantee what the op does. It may detect the condition and raise an exception or it may simply return a garbage result. Arguments: * scope: A Scope object * input: Shape is [..., M, M]. Returns: * Output: Shape is [..., M, M]. \compatibility(numpy) Equivalent to np.linalg.inv \end_compatibility

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MatrixInverse.Attrs Optional attribute setters for MatrixInverse

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
MatrixInverse(Pointer p) Pointer cast constructor.
MatrixInverse(Scope scope, Input input)
MatrixInverse(Scope scope, Input input, MatrixInverse.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static MatrixInverse.Attrs	Adjoint(boolean x)
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
MatrixInverse	operation(Operation setter)
Output	output()
MatrixInverse	output(Output setter)

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, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

MatrixInverse

public MatrixInverse(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

MatrixInverse

public MatrixInverse(@Const @ByRef
                     Scope scope,
                     @ByVal
                     Input input)

MatrixInverse

public MatrixInverse(@Const @ByRef
                     Scope scope,
                     @ByVal
                     Input input,
                     @Const @ByRef
                     MatrixInverse.Attrs attrs)

Method Detail

asOutput

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

asInput

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

node

public Node node()

Adjoint

@ByVal
public static MatrixInverse.Attrs Adjoint(@Cast(value="bool")
                                                  boolean x)

operation

@ByRef
public Operation operation()

operation

public MatrixInverse operation(Operation setter)

output

@ByRef
public Output output()

output

public MatrixInverse output(Output setter)