DistMultInteraction¶
- class DistMultInteraction[source]¶
Bases:
pykeen.nn.modules.FunctionalInteraction[torch.FloatTensor,torch.FloatTensor,torch.FloatTensor]A module wrapper for the stateless DistMult interaction function.
Initializes internal Module state, shared by both nn.Module and ScriptModule.
Methods Summary
func(r, t)Evaluate the DistMult interaction function.
Methods Documentation
- func(r, t)¶
Evaluate the DistMult 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.
- Return type
FloatTensor- Returns
shape: (batch_size, num_heads, num_relations, num_tails) The scores.