transe_interaction
- transe_interaction(h, r, t, p=2, power_norm=False)[source]
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.power_norm (
bool
) – Whether to return the powered norm.
- Return type
FloatTensor
- Returns
shape: (batch_size, num_heads, num_relations, num_tails) The scores.