transd_interaction
- transd_interaction(h, r, t, h_p, r_p, t_p, p, power_norm=False)[source]
Evaluate the TransD interaction function.
- Parameters:
h (
FloatTensor
) – shape: (*batch_dims, d_e) The head representations.r (
FloatTensor
) – shape: (*batch_dims, d_r) The relation representations.t (
FloatTensor
) – shape: (*batch_dims, d_e) The tail representations.h_p (
FloatTensor
) – shape: (*batch_dims, d_e) The head projections.r_p (
FloatTensor
) – shape: (*batch_dims, d_r) The relation projections.t_p (
FloatTensor
) – shape: (*batch_dims, d_e) The tail projections.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.