org.tensorflow.op.core

Class MaxPoolGradWithArgmax<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.MaxPoolGradWithArgmax<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

public final class MaxPoolGradWithArgmax<T extends Number>
extends PrimitiveOp
implements Operand<T>

Computes gradients of the maxpooling function.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number,U extends Number> MaxPoolGradWithArgmax<T>	create(Scope scope, Operand<T> input, Operand<T> grad, Operand<U> argmax, List<Long> ksize, List<Long> strides, String padding) Factory method to create a class to wrap a new MaxPoolGradWithArgmax operation to the graph.
Output<T>	output() Gradients w.r.t.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <T extends Number,U extends Number> MaxPoolGradWithArgmax<T> create(Scope scope,
                                                                                  Operand<T> input,
                                                                                  Operand<T> grad,
                                                                                  Operand<U> argmax,
                                                                                  List<Long> ksize,
                                                                                  List<Long> strides,
                                                                                  String padding)

Factory method to create a class to wrap a new MaxPoolGradWithArgmax operation to the graph.

Parameters:

scope - current graph scope

input - The original input.

grad - 4-D with shape `[batch, height, width, channels]`. Gradients w.r.t. the output of `max_pool`.

argmax - The indices of the maximum values chosen for each output of `max_pool`.

ksize - The size of the window for each dimension of the input tensor.

strides - The stride of the sliding window for each dimension of the input tensor.

padding - The type of padding algorithm to use.

Returns:

a new instance of MaxPoolGradWithArgmax

output

public Output<T> output()

Gradients w.r.t. the input of `max_pool`.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T extends Number>

See Also:

OperationBuilder.addInput(Output)