ermlp_interaction

ermlp_interaction(h, r, t, hidden, activation, final)[source]

Evaluate the ER-MLP interaction function.

Parameters:

  • h (FloatTensor) – shape: (*batch_dims, dim) The head representations.

  • r (FloatTensor) – shape: (*batch_dims, dim) The relation representations.

  • t (FloatTensor) – shape: (*batch_dims, dim) The tail representations.

  • hidden (Linear) – The first linear layer.

  • activation (Module) – The activation function of the hidden layer.

  • final (Linear) – The second linear layer.

Return type:

FloatTensor

Returns:

shape: batch_dims The scores.