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tfnlp.layers.SelfAttentionMask

Create 3D attention mask from a 2D tensor mask.

float Tensor of shape [batch_size, from_seq_length, to_seq_length].

Methods

call

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This is where the layer's logic lives.

Note here that call() method in tf.keras is little bit different from keras API. In keras API, you can pass support masking for layers as additional arguments. Whereas tf.keras has compute_mask() method to support masking.

Args
inputs Input tensor, or list/tuple of input tensors.
*args Additional positional arguments. Currently unused.
**kwargs Additional keyword arguments. Currently unused.

Returns
A tensor or list/tuple of tensors.