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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

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)