simple_interaction¶
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simple_interaction(h, r, t, h_inv, r_inv, t_inv, clamp=None)[source]¶ Evaluate the SimplE 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, dim) The relation representations.t (
FloatTensor) – shape: (batch_size, 1, 1, num_tails, dim) The tail representations.h_inv (
FloatTensor) – shape: (batch_size, num_heads, 1, 1, dim) The inverse head representations.r_inv (
FloatTensor) – shape: (batch_size, 1, num_relations, 1, dim, dim) The relation representations.t_inv (
FloatTensor) – shape: (batch_size, 1, 1, num_tails, dim) The tail representations.clamp (
Optional[Tuple[float,float]]) – Clamp the scores to the given range.
- Return type
FloatTensor- Returns
shape: (batch_size, num_heads, num_relations, num_tails) The scores.