org.bytedeco.javacpp

Class tensorflow.TopK

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.TopK

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Finds values and indices of the k largest elements for the last dimension. If the input is a vector (rank-1), finds the k largest entries in the vector and outputs their values and indices as vectors. Thus values[j] is the j-th largest entry in input, and its index is indices[j]. For matrices (resp. higher rank input), computes the top k entries in each row (resp. vector along the last dimension). Thus, values.shape = indices.shape = input.shape[:-1] + [k] If two elements are equal, the lower-index element appears first. Arguments: * scope: A Scope object * input: 1-D or higher with last dimension at least k. * k: 0-D. Number of top elements to look for along the last dimension (along each row for matrices). Optional attributes (see Attrs): * sorted: If true the resulting k elements will be sorted by the values in descending order. Returns: * Output values: The k largest elements along each last dimensional slice. * Output indices: The indices of values within the last dimension of input.

Nested Class Summary

Nested Classes

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

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
TopK(Pointer p) Pointer cast constructor.
TopK(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input k)
TopK(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input k, tensorflow.TopK.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Output	indices()
tensorflow.TopK	indices(tensorflow.Output indices)
tensorflow.Operation	operation()
tensorflow.TopK	operation(tensorflow.Operation operation)
static tensorflow.TopK.Attrs	Sorted(boolean x)
tensorflow.Output	values()
tensorflow.TopK	values(tensorflow.Output values)

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

TopK

public TopK(Pointer p)

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

TopK

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

TopK

public TopK(@Const @ByRef
            tensorflow.Scope scope,
            @ByVal
            tensorflow.Input input,
            @ByVal
            tensorflow.Input k,
            @Const @ByRef
            tensorflow.TopK.Attrs attrs)

Method Detail

Sorted

@ByVal
public static tensorflow.TopK.Attrs Sorted(@Cast(value="bool")
                                                   boolean x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.TopK operation(tensorflow.Operation operation)

values

@ByRef
public tensorflow.Output values()

values

public tensorflow.TopK values(tensorflow.Output values)

indices

@ByRef
public tensorflow.Output indices()

indices

public tensorflow.TopK indices(tensorflow.Output indices)