Performs the max pooling on the input.
tf.compat.v1.nn.max_pool(
value, ksize, strides, padding, data_format='NHWC', name=None, input=None
)
| Args | |
|---|---|
value | A 4-D Tensor of the format specified by data_format. |
ksize | An int or list of ints that has length 1, 2 or 4. The size of the window for each dimension of the input tensor. |
strides | An int or list of ints that has length 1, 2 or 4. 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 | A string. 'NHWC', 'NCHW' and 'NCHW_VECT_C' are supported. |
name | Optional name for the operation. |
input | Alias for value. |
| Returns | |
|---|---|
A Tensor of format specified by data_format. The max pooled output tensor. |
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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/compat/v1/nn/max_pool