Core Insights - Moore Threads unveiled its next-generation GPU architecture "Huagang" at the first MUSA Developer Conference, showcasing a full-stack technology system centered around its self-developed MUSA unified architecture [2][3] Group 1: New GPU Architecture - The "Huagang" architecture achieves significant breakthroughs in computing density, energy efficiency, precision support, interconnect capabilities, and graphics technology [3] - Key features include a 50% increase in computing density, substantial energy efficiency optimization, and support for full precision calculations from FP4 to FP64, along with new MTFP6/MTFP4 and mixed low precision support [3] - It integrates a new asynchronous programming model and self-developed MTLink high-speed interconnect technology, supporting the expansion of intelligent computing clusters with over 100,000 cards [3] Group 2: Future Chip Releases - Moore Threads announced two upcoming chips based on the "Huagang" architecture: "Huashan" focuses on AI training and inference integration for large-scale intelligent computing, serving as a robust foundation for the next-generation "AI factory" [4] - The "Lushan" chip specializes in high-performance graphics rendering, boasting a 64-fold increase in AI computing performance, a 16-fold increase in geometric processing performance, and a 50-fold increase in ray tracing performance [4] Group 3: Launch of Intelligent Computing Cluster - The company officially launched the "Kua'a" intelligent computing cluster, which offers full precision and general computing capabilities, achieving efficient and stable AI training and inference at a scale of 10,000 cards [5] - Core breakthroughs include a floating-point computing capability of 10 Exa-Flops, with training utilization rates of 60% on Dense models and 40% on MOE models, and a linear training expansion efficiency of 95% [5] Group 4: Competitive Landscape - Moore Threads did not showcase the products at the event, while Inspur unveiled the "Shuguang scaleX" ultra-cluster system, marking the first public appearance of a domestic 10,000-card computing cluster [6] - The industry is witnessing significant innovations in super-node architecture, high-speed interconnect networks, and storage performance optimization, with some technologies surpassing NVIDIA's 2027 roadmap milestones [6]
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