simple_interaction

simple_interaction(h, r, t, h_inv, r_inv, t_inv, clamp=None)

Evaluate the SimplE interaction function.

Parameters:

• h (FloatTensor) – shape: (*batch_dims, dim) The head representations.

• r (FloatTensor) – shape: (*batch_dims, dim, dim) The relation representations.

• t (FloatTensor) – shape: (*batch_dims, dim) The tail representations.

• h_inv (FloatTensor) – shape: (*batch_dims, dim) The inverse head representations.

• r_inv (FloatTensor) – shape: (*batch_dims, dim, dim) The relation representations.

• t_inv (FloatTensor) – shape: (*batch_dims, dim) The tail representations.

• clamp (Optional[Tuple[float, float]]) – Clamp the scores to the given range.

Return type:

FloatTensor

Returns:

shape: batch_dims The scores.