Watch keynotes, product sessions, workshops, and more from Google I/O See playlist

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

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of the tensor.
static StridedSliceGrad.Options
beginMask (Long beginMask)
static <U extends TType , T extends TNumber > 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>
static StridedSliceGrad.Options
shrinkAxisMask (Long shrinkAxisMask)

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "StridedSliceGrad"

Public Methods

public Output <U> asOutput ()

Returns the symbolic handle of the 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)