tf.layers.PoolerLayer module#

class tf.layers.PoolerLayer.PoolerLayer(*args: Any, **kwargs: Any)#


The pooler layer.

Currently supports the following pooler types:

  • "mean": Mean reduction.

  • "max": Max reduction.

  • "first": First slice in the axis dimension.

  • "last": Last slice in the axis dimension.

  • "sum": Takes the sum over the axis dimension. Defaults to the entire Tensor.

  • None: No pooling (output=input).

call(inputs, padding_mask=None, **kwargs)#

Apply pooler of a given type.

Takes in a padding mask with 1s for tokens and 0s for padding.