Hello everyone, I am Vince, a veteran in operations with 10 years of experience. In the rapidly evolving technology landscape, Linux operations engineers play an indispensable role in the internet industry. They are like unsung heroes, silently safeguarding the stable operation of systems and ensuring the smooth functioning of various network services and application systems. … Read more
This study systematically reviews and analyzes the technological development of Large Multimodal Reasoning Models (LMRMs). It outlines the evolution of the field from early modular, perception-driven architectures to unified, language-centric frameworks, and introduces the cutting-edge concept of Native Large Multimodal Reasoning Models (N-LMRMs). The paper constructs a structured roadmap for the development of multimodal reasoning, … Read more
In December 2016, Vivienne Sze, Yu-Hsin Chen, and others (authors of Eyeriss) published a good review article titled “Hardware for Machine Learning: Challenges and Opportunities” on arXiv. Here, I would like to discuss my understanding of the “challenges” and “opportunities” in conjunction with this article [8] and the ISSCC2017 paper [1-7]. First, this discussion mainly … Read more
