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tf.raw_ops.ExperimentalSlidingWindowDataset

Creates a dataset that passes a sliding window over input_dataset.

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.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/ExperimentalSlidingWindowDataset