(Source: semiwiki)According to Quadric, although NPUs are currently developing rapidly, many traditional and emerging manufacturers are striving in this field. They believe that tightly integrating matrix computation with general-purpose computing, rather than welding two different engines onto a single bus and then partitioning the algorithms, seems to be an obvious advantage. Why don’t some larger, … Read more
Artificial Intelligence (AI) has undergone unprecedented expansion in recent years. The dissemination of AI tools has transcended the boundaries of data centers and high-performance devices, entering embedded systems, from IoT sensors and portable medical devices to the most complex industrial applications. Running AI models effectively in embedded environments faces certain limitations due to a lack … Read more
Remember to star the public account ⭐️ to receive notifications promptly. Source: ContentTranslated fromsemiwiki. According to Quadric, although NPU development is currently rapid, many traditional and emerging manufacturers are striving in this field. They believe that tightly integrating matrix computation with general-purpose computing, rather than welding two different engines onto a single bus and then … Read more
Large Language Models (LLMs) are just getting started. The CEOs of OpenAI, Anthropic, and xAI share remarkably similar visions—exponential growth in artificial intelligence will transform humanity, with impacts far exceeding most people’s expectations. This is not just speculation. Today, the market and value of artificial intelligence have become a reality: Human developers using GitHub CoPilot … Read more
Click the blue textto follow us With thedevelopment ofLLM, the importance of accelerators capable of efficiently processingLLM computations has become increasingly prominent. This article discusses the necessity ofLLM accelerators and provides a comprehensive analysis of the main hardware and software features of currently available commercialLLM accelerators. Based on this, it proposes development ideas and future … Read more
According to reports from Electronic Enthusiasts (by Zhou Kaiyang), data centers, as the most focused market for CPU, GPU, and accelerator manufacturers, naturally cannot miss the involvement of the new architecture RISC-V. In previous articles, we have introduced some progress of RISC-V in data centers. Although RISC-V has not shown significant momentum in general-purpose CPUs … Read more