QAnet memory problem: In the HighWay Network, projection layer should be set to decrease the hidden dimension. In the Attention Layer, avoid the similarity tensor's shape expand to [batch_size, q_max_len, p_max_len, hidden_size].

Other details: LayerNorm before each layer, LayerDropout after each layer.