W3cubDocs

/TensorFlow 2.3

tf.nn.max_pool1d

View source on GitHub

Performs the max pooling on the input.

Note internally this op reshapes and uses the underlying 2d operation.

Args
input A 3-D Tensor of the format specified by data_format.
ksize An int or list of ints that has length 1 or 3. The size of the window for each dimension of the input tensor.
strides An int or list of ints that has length 1 or 3. The stride of the sliding window for each dimension of the input tensor.
padding A string, either 'VALID' or 'SAME'. The padding algorithm. See the "returns" section of tf.nn.convolution for details.
data_format An optional string from: "NWC", "NCW". Defaults to "NWC".
name A name for the operation (optional).
Returns
A Tensor of format specified by data_format. The max pooled output tensor.

© 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/r2.3/api_docs/python/tf/nn/max_pool1d