Water-Cooling-free. How to fulfill ultra low energy consumption NPU IP for ptivate Large Language Model(LLM)

Generative AI is very popular this year, and major software and hardware companies have invested in it.
This trend will quickly extend to mobile or edge devices in the future.
For example, PC, mobile phone, AR/VR, home products, etc.
Not only performs LLM model inference, Vision LLM combined with 4K Vision AI will also become mainstream.
To perform Vision LLM model inference on mobile or edge devices, and to reduce the font factor of the end product,not only the known problems of memory configuration, computing power, and memory bandwidth,how to solve the overheating problem with the advanced package of COWOS and WOW stacked up will be a more severe challenge.

The Inventec Magna™ NPU IP series provides ultra-low power consumption solutions with the highest computing density for Vision LLM, which can systematically solve the above problems.