Creates a TensorArray for storing multiple gradients of values in the given handle.
tf.raw_ops.TensorArrayGradWithShape(
handle, flow_in, shape_to_prepend, source, name=None
)
Similar to TensorArrayGradV3. However it creates an accumulator with an expanded shape compared to the input TensorArray whose gradient is being computed. This enables multiple gradients for the same TensorArray to be calculated using the same accumulator.
Args | |
|---|---|
handle
|
A Tensor of type resource.
The handle to the forward TensorArray.
|
flow_in
|
A Tensor of type float32.
A float scalar that enforces proper chaining of operations.
|
shape_to_prepend
|
A Tensor of type int32.
An int32 vector representing a shape. Elements in the gradient accumulator will
have shape which is this shape_to_prepend value concatenated with shape of the
elements in the TensorArray corresponding to the input handle.
|
source
|
A string.
The gradient source string, used to decide which gradient TensorArray
to return.
|
name
|
A name for the operation (optional). |
Returns | |
|---|---|
A tuple of Tensor objects (grad_handle, flow_out).
|
|
grad_handle
|
A Tensor of type resource.
|
flow_out
|
A Tensor of type float32.
|