transe_interaction

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

Evaluate the TransE interaction function.

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

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

  • t (FloatTensor) – shape: (*batch_dims, 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_dims The scores.