tf.layers.max_pooling2d

Max pooling layer for 2D inputs (e.g. images). (deprecated)

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.layers.max_pooling2d

tf.layers.max_pooling2d(
    inputs, pool_size, strides, padding='valid', data_format='channels_last',
    name=None
)

Arguments
inputs	The tensor over which to pool. Must have rank 4.
pool_size	An integer or tuple/list of 2 integers: (pool_height, pool_width) specifying the size of the pooling window. Can be a single integer to specify the same value for all spatial dimensions.
strides	An integer or tuple/list of 2 integers, specifying the strides of the pooling operation. Can be a single integer to specify the same value for all spatial dimensions.
padding	A string. The padding method, either 'valid' or 'same'. Case-insensitive.
data_format	A string. The ordering of the dimensions in the inputs. channels_last (default) and channels_first are supported. channels_last corresponds to inputs with shape (batch, height, width, channels) while channels_first corresponds to inputs with shape (batch, channels, height, width).
name	A string, the name of the layer.

Returns
Output tensor.

Raises
ValueError	if eager execution is enabled.