tf.nn.max_pool

Performs the max pooling on the input.

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.nn.max_pool

tf.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.