org.bytedeco.javacpp

Class tensorflow.SoftmaxCrossEntropyWithLogits

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.SoftmaxCrossEntropyWithLogits

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Computes softmax cross entropy cost and gradients to backpropagate. Inputs are the logits, not probabilities. Arguments: * scope: A Scope object * features: batch_size x num_classes matrix * labels: batch_size x num_classes matrix The caller must ensure that each batch of labels represents a valid probability distribution. Returns: * Output loss: Per example loss (batch_size vector). * Output backprop: backpropagated gradients (batch_size x num_classes matrix).

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
SoftmaxCrossEntropyWithLogits(Pointer p) Pointer cast constructor.
SoftmaxCrossEntropyWithLogits(tensorflow.Scope scope, tensorflow.Input features, tensorflow.Input labels)

Method Summary

Modifier and Type	Method and Description
tensorflow.Output	backprop()
tensorflow.SoftmaxCrossEntropyWithLogits	backprop(tensorflow.Output backprop)
tensorflow.Output	loss()
tensorflow.SoftmaxCrossEntropyWithLogits	loss(tensorflow.Output loss)
tensorflow.Operation	operation()
tensorflow.SoftmaxCrossEntropyWithLogits	operation(tensorflow.Operation operation)

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

SoftmaxCrossEntropyWithLogits

public SoftmaxCrossEntropyWithLogits(Pointer p)

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

SoftmaxCrossEntropyWithLogits

public SoftmaxCrossEntropyWithLogits(@Const @ByRef
                                     tensorflow.Scope scope,
                                     @ByVal
                                     tensorflow.Input features,
                                     @ByVal
                                     tensorflow.Input labels)

Method Detail

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.SoftmaxCrossEntropyWithLogits operation(tensorflow.Operation operation)

loss

@ByRef
public tensorflow.Output loss()

loss

public tensorflow.SoftmaxCrossEntropyWithLogits loss(tensorflow.Output loss)

backprop

@ByRef
public tensorflow.Output backprop()

backprop

public tensorflow.SoftmaxCrossEntropyWithLogits backprop(tensorflow.Output backprop)