Creates a dataset that passes a sliding window over input_dataset
.
tf.raw_ops.SlidingWindowDataset(
input_dataset,
window_size,
window_shift,
window_stride,
output_types,
output_shapes,
drop_remainder=True,
name=None
)
Args |
input_dataset
|
A Tensor of type variant .
|
window_size
|
A Tensor of type int64 .
A scalar representing the number of elements in the
sliding window.
|
window_shift
|
A Tensor of type int64 .
A scalar representing the steps moving the sliding window
forward in one iteration. It must be positive.
|
window_stride
|
A Tensor of type int64 .
A scalar representing the stride of the input elements of the sliding window.
It must be positive.
|
output_types
|
A list of tf.DTypes that has length >= 1 .
|
output_shapes
|
A list of shapes (each a tf.TensorShape or list of ints ) that has length >= 1 .
|
drop_remainder
|
An optional bool . Defaults to True .
|
name
|
A name for the operation (optional).
|
Returns |
A Tensor of type variant .
|