Source code for epynn.embedding.forward

# EpyNN/epynn/embedding/

[docs]def initialize_forward(layer, A): """Forward cache initialization. :param layer: An instance of embedding layer. :type layer: :class:`epynn.embedding.models.Embedding` :param A: Output of forward propagation from previous layer. :type A: :class:`numpy.ndarray` :return: Input of forward propagation for current layer. :rtype: :class:`numpy.ndarray` """ X = layer.fc['X'] = A return X
[docs]def embedding_forward(layer, A): """Forward propagate signal to next layer. """ # (1) Initialize cache X = initialize_forward(layer, A) # (2) Pass forward A = layer.fc['A'] = X return A # To next layer