org.tensorflow.op.core

Class StridedSliceGrad<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.StridedSliceGrad<U>

Type Parameters:

U - data type for output() output

All Implemented Interfaces:

Op, Operand<U>

@Operator
public final class StridedSliceGrad<U>
extends PrimitiveOp
implements Operand<U>

Returns the gradient of `StridedSlice`.

Since `StridedSlice` cuts out pieces of its `input` which is size `shape`, its gradient will have the same shape (which is passed here as `shape`). The gradient will be zero in any element that the slice does not select.

Arguments are the same as StridedSliceGrad with the exception that `dy` is the input gradient to be propagated and `shape` is the shape of `StridedSlice`'s `input`.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	StridedSliceGrad.Options Optional attributes for StridedSliceGrad

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<U>	asOutput() Returns the symbolic handle of a tensor.
static StridedSliceGrad.Options	beginMask(Long beginMask)
static <U,T extends Number> StridedSliceGrad<U>	create(Scope scope, Operand<T> shape, Operand<T> begin, Operand<T> end, Operand<T> strides, Operand<U> dy, StridedSliceGrad.Options... options) Factory method to create a class wrapping a new StridedSliceGrad operation.
static StridedSliceGrad.Options	ellipsisMask(Long ellipsisMask)
static StridedSliceGrad.Options	endMask(Long endMask)
static StridedSliceGrad.Options	newAxisMask(Long newAxisMask)
Output<U>	output()
static StridedSliceGrad.Options	shrinkAxisMask(Long shrinkAxisMask)

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <U,T extends Number> StridedSliceGrad<U> create(Scope scope,
                                                              Operand<T> shape,
                                                              Operand<T> begin,
                                                              Operand<T> end,
                                                              Operand<T> strides,
                                                              Operand<U> dy,
                                                              StridedSliceGrad.Options... options)

Factory method to create a class wrapping a new StridedSliceGrad operation.

Parameters:

scope - current scope

shape -

begin -

end -

strides -

dy -

options - carries optional attributes values

Returns:

a new instance of StridedSliceGrad

beginMask

public static StridedSliceGrad.Options beginMask(Long beginMask)

Parameters:

beginMask -

endMask

public static StridedSliceGrad.Options endMask(Long endMask)

Parameters:

endMask -

ellipsisMask

public static StridedSliceGrad.Options ellipsisMask(Long ellipsisMask)

Parameters:

ellipsisMask -

newAxisMask

public static StridedSliceGrad.Options newAxisMask(Long newAxisMask)

Parameters:

newAxisMask -

shrinkAxisMask

public static StridedSliceGrad.Options shrinkAxisMask(Long shrinkAxisMask)

Parameters:

shrinkAxisMask -

output

public Output<U> output()

asOutput

public Output<U> 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<U>

See Also:

OperationBuilder.addInput(Output)