Dr Jimmy Hsiao, Director – Skymizer | Topic: Opening the pathway for Semiconductor Industry to Enter AI Era
The AI applications get more effective and more popular with the evolution of deep learning. However there still many issues to land AI applications onto IoT devices. One of the main issues is that hardware capability cannot meet the requirement of AI application. The neural-network (NN) compiler translates deep-learning application to hardware operations. With NN compiler, the hardware provider can see the software requirement represented in hardware capability. In this way, the hardware provider can catch up the requirement of AI application. The open-source project of NN compiler has been committed to facilitate diversified AI applications onto various chips.