Before revision:  To achieve a better performance, we develop a special training approach for AdderNetsby investigating the \ell_p-norm. We then propose an adaptive learning rate strategy  to enhance the training procedure of AdderNets according to the magnitude of each neuron's gradient.
After revision:  To achieve a better performance, we develop a special training scheme for AdderNets. Based on the gradient magnitude, an adaptive learning rate strategy to enhance the training procedure of AdderNets according to the magnitude of each neuron's gradient.