org.bytedeco.javacpp

Class tensorflow.InTopKV2

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.InTopKV2

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.InTopKV2
extends Pointer

Says whether the targets are in the top K predictions. This outputs a batch_size bool array, an entry out[i] is true if the prediction for the target class is among the top k predictions among all predictions for example i. Note that the behavior of InTopK differs from the TopK op in its handling of ties; if multiple classes have the same prediction value and straddle the top-k boundary, all of those classes are considered to be in the top k. More formally, let \\(predictions_i\\) be the predictions for all classes for example i, \\(targets_i\\) be the target class for example i, \\(out_i\\) be the output for example i, $$out_i = predictions_{i, targets_i} \in TopKIncludingTies(predictions_i)$$ Arguments: * scope: A Scope object * predictions: A batch_size x classes tensor. * targets: A batch_size vector of class ids. * k: Number of top elements to look at for computing precision. Returns: * Output: Computed precision at k as a bool Tensor.

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
InTopKV2(Pointer p) Pointer cast constructor.
InTopKV2(tensorflow.Scope scope, tensorflow.Input predictions, tensorflow.Input targets, tensorflow.Input k)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.InTopKV2	operation(tensorflow.Operation operation)
tensorflow.Output	precision()
tensorflow.InTopKV2	precision(tensorflow.Output precision)

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

InTopKV2

public InTopKV2(Pointer p)

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

InTopKV2

public InTopKV2(@Const @ByRef
                tensorflow.Scope scope,
                @ByVal
                tensorflow.Input predictions,
                @ByVal
                tensorflow.Input targets,
                @ByVal
                tensorflow.Input k)

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.InTopKV2 operation(tensorflow.Operation operation)

precision

@ByRef
public tensorflow.Output precision()

precision

public tensorflow.InTopKV2 precision(tensorflow.Output precision)