Arm plc(US:ARM) 半导体行业观察·2025-09-12 01:14Core Viewpoint - The article discusses the transition of AI technology from centralized cloud computing to distributed edge deployment, emphasizing the importance of mobile devices in delivering intelligent user experiences. The launch of the Arm Lumex CSS platform is highlighted as a solution to performance bottlenecks in edge AI, enabling smarter, more efficient, and personalized experiences in consumer electronics [1][2][5]. Group 1: Industry Trends - AI technology is shifting from centralized cloud computing to distributed edge deployment, with mobile devices becoming the core carriers of intelligent experiences [1]. - The demand for low-latency, high-smoothness, and long-endurance edge AI is increasing, making edge AI a defining factor in product competitiveness [1]. - The edge computing industry faces challenges such as traditional architectures struggling to handle high-density AI tasks and increased chip design complexity leading to longer development cycles [1]. Group 2: Arm Lumex CSS Platform - Arm introduced the Lumex CSS platform, which integrates high-performance CPU, GPU, and system IP to address performance bottlenecks and development challenges in edge AI [2][5]. - The platform is designed for flagship smartphones and next-generation personal computers, aiming to optimize edge AI performance through technological innovation [7]. Group 3: Technical Innovations - The Arm C1 CPU cluster, a core component of the Lumex CSS platform, features the second-generation Scalable Matrix Extension (SME2) technology, enhancing AI workload performance by up to 5 times and energy efficiency by up to 3 times [8][10]. - The Mali G1-Ultra GPU, another key component, offers significant improvements in graphics and AI performance, including a 40% increase in game frame rates and a 20% boost in AI inference speed [18][22]. Group 4: Software Ecosystem - The KleidiAI software library is integrated with major AI frameworks, allowing developers to activate SME2 acceleration without code modifications, thus reducing development costs and barriers [26][29]. - The platform's design enables seamless integration of hardware capabilities with software, facilitating the large-scale deployment of edge AI [32][43]. Group 5: Market Impact - The global edge AI market is projected to grow from 321.9 billion yuan in 2025 to 1,223 billion yuan in 2029, with a compound annual growth rate of 39.6% [44]. - Arm's Lumex CSS platform represents a significant shift from traditional IP supplier to a full-stack solution provider, addressing industry pain points and enhancing the overall value chain [44][45].