神经超级采样(Neural Super Sampling
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Arm神经技术,打造移动端图形性能新标杆
半导体芯闻· 2025-08-21 10:26
Core Viewpoint - The article emphasizes Arm's commitment to enhancing mobile graphics technology through innovation and the introduction of specialized AI capabilities, aiming to meet the growing demand for immersive gaming experiences and high-quality graphics on mobile devices [1][3][25]. Group 1: Technological Advancements - Arm has consistently pushed the boundaries of mobile graphics performance, introducing features like ray tracing and variable rate shading in 2022, and vertex shading technology in 2023, with further enhancements planned for 2024 [1][3]. - The introduction of Arm's Neural Technology aims to integrate dedicated neural accelerators into GPUs, significantly enhancing AI computing capabilities on mobile devices, potentially achieving PC-level AI graphics performance [3][6][10]. Group 2: Developer Support and Ecosystem - Arm has launched an open development kit to empower developers, providing tools and resources to facilitate the integration of AI technologies into their graphics applications [12][14]. - The open development kit includes a plugin for Unreal Engine and a Vulkan PC emulation environment, allowing developers to test and develop applications even before mobile hardware is ready [12][14]. Group 3: Key Applications and Future Directions - The first application of Arm's Neural Technology, Neural Super Sampling (NSS), combines super-resolution techniques with AI neural networks to enhance image quality while reducing GPU workload [16][18]. - Future applications such as Neural Frame Rate Upscaling (NFRU) and Neural Super Sampling and Denoising (NSSD) are planned to further improve graphics performance and user experience [19][22]. - Arm's strategy of providing open access to its neural technology contrasts with traditional closed ecosystems, allowing developers to customize and optimize their applications according to specific needs [23][25].