StridedSliceGrad

public final class StridedSliceGrad

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 Classes

class

StridedSliceGrad.Options

Optional attributes for StridedSliceGrad

Public Methods

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, 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)

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.Operand

abstract Output<U>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<U> asOutput ()

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.

public static StridedSliceGrad.Options beginMask (Long beginMask)

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

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

• a new instance of StridedSliceGrad

public static StridedSliceGrad.Options ellipsisMask (Long ellipsisMask)

public static StridedSliceGrad.Options endMask (Long endMask)

public static StridedSliceGrad.Options newAxisMask (Long newAxisMask)

public Output<U> output ()

public static StridedSliceGrad.Options shrinkAxisMask (Long shrinkAxisMask)