Creates a dataset that passes a sliding window over input_dataset.
tf.raw_ops.ExperimentalSlidingWindowDataset(
input_dataset, window_size, window_shift, window_stride, output_types,
output_shapes, 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.
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A Tensor of type variant.
|
