transe_interaction

transe_interaction(h, r, t, p=2, power_norm=False)

Evaluate the TransE interaction function.

Parameters

• h (FloatTensor) – shape: (batch_size, num_heads, 1, 1, dim) The head representations.

• r (FloatTensor) – shape: (batch_size, 1, num_relations, 1, dim) The relation representations.

• t (FloatTensor) – shape: (batch_size, 1, 1, num_tails, dim) The tail representations.

• p (Union[int, str]) – The p for the norm.

• power_norm (bool) – Whether to return the powered norm.

Return type

FloatTensor

Returns

shape: (batch_size, num_heads, num_relations, num_tails) The scores.