transh_interaction
- transh_interaction(h, w_r, d_r, t, p, power_norm=False)[source]
Evaluate the DistMult interaction function.
- Parameters
h (
FloatTensor) – shape: (*batch_dims, dim) The head representations.w_r (
FloatTensor) – shape: (*batch_dims, dim) The relation normal vector representations.d_r (
FloatTensor) – shape: (*batch_dims, dim) The relation difference vector representations.t (
FloatTensor) – shape: (*batch_dims, dim) The tail representations.p (
int) – The p for the norm. cf.torch.linalg.vector_norm().power_norm (
bool) – Whether to return \(|x-y|_p^p\).
- Return type
FloatTensor- Returns
shape: batch_dims The scores.