transr_interaction
- transr_interaction(h, r, t, m_r, p, power_norm=True)[source]
Evaluate the TransR interaction function.
- Parameters:
h (
FloatTensor) – shape: (*batch_dims, d_e) Head embeddings.r (
FloatTensor) – shape: (*batch_dims, d_r) Relation embeddings.m_r (
FloatTensor) – shape: (*batch_dims, d_e, d_r) The relation specific linear transformations.t (
FloatTensor) – shape: (*batch_dims, d_e) Tail embeddings.p (
int) – The parameter p for selecting the norm.power_norm (
bool) – Whether to return the powered norm instead.
- Return type:
FloatTensor- Returns:
shape: batch_dims The scores.