ComplExInteraction
- class ComplExInteraction[source]
Bases:
FunctionalInteraction[FloatTensor,FloatTensor,FloatTensor]A module wrapper for the stateless ComplEx interaction function.
Initializes internal Module state, shared by both nn.Module and ScriptModule.
Methods Summary
func(r, t)Evaluate the ComplEx interaction function.
Methods Documentation
- func(r, t)
Evaluate the ComplEx interaction function.
\[Re(\langle h, r, conj(t) \rangle)\]Note
this method expects all tensors to be of complex datatype, i.e., torch.is_complex(x) to evaluate to True.
- Parameters
h (
FloatTensor) – shape: (*batch_dims, dim) The complex head representations.r (
FloatTensor) – shape: (*batch_dims, dim) The complex relation representations.t (
FloatTensor) – shape: (*batch_dims, dim) The complex tail representations.
- Return type
FloatTensor- Returns
shape: batch_dims The scores.