ermlp_interaction

ermlp_interaction(h, r, t, hidden, activation, final)

Evaluate the ER-MLP 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.

• hidden (Linear) – The first linear layer.

• activation (Module) – The activation function of the hidden layer.

• final (Linear) – The second linear layer.

Return type

FloatTensor

Returns

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