Creates a dataset that passes a sliding window over input_dataset
.
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Compat aliases for migration
See Migration guide for more details.
tf.raw_ops.SlidingWindowDataset(
input_dataset, window_size, window_shift, window_stride, output_types,
output_shapes, name=None
)
Args | |
---|---|
input_
|
A Tensor of type variant .
|
window_
|
A Tensor of type int64 .
A scalar representing the number of elements in the
sliding window.
|
window_
|
A Tensor of type int64 .
A scalar representing the steps moving the sliding window
forward in one iteration. It must be positive.
|
window_
|
A Tensor of type int64 .
A scalar representing the stride of the input elements of the sliding window.
It must be positive.
|
output_
|
A list of tf. that has length >= 1 .
|
output_
|
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 .
|