tf.keras.backend.pool2d

TensorFlow 2 version View source on GitHub

2D Pooling.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.backend.pool2d, `tf.compat.v2.keras.backend.pool2d`

 
tf.keras.backend.pool2d(
    x, pool_size, strides=(1, 1), padding='valid', data_format=None, pool_mode='max'
)

x Tensor or variable.
pool_size tuple of 2 integers.
strides tuple of 2 integers.
padding string, "same" or "valid".
data_format string, "channels_last" or "channels_first".
pool_mode string, "max" or "avg".

A tensor, result of 2D pooling.

ValueError if data_format is neither "channels_last" or "channels_first".
ValueError if pool_size is not a tuple of 2 integers.
ValueError if strides is not a tuple of 2 integers.
ValueError if pool_mode is neither "max" or "avg".