NITI: Training Integer Neural Networks Using Integer-only Arithmetic

Maolin Wang, Seyedramin Rasoulinezhad, Philip H. W. Leong +1

While integer arithmetic has been widely adopted for improved performance in deep quantized neural network inference, training remains a task primarily executed using floating poin…