Neural Super Sampling is here!
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A Blog post by Arm on Hugging Face
Back to Articles Neural Super Sampling is here! Enterprise Article Published August 12, 2025 Upvote 4 EricSondhi sondhiArm Follow Arm Will Lord willlordarm Follow Arm Neural Super Sampling (NSS), a next-generation AI-powered upscaling solution from Arm is released for graphics and gaming developers to start experimenting today! Elevated by machine learning NSS is designed for real-time performance on future mobile devices with Arm Neural Technology. However, latency depends on implementation factors such as GPU configuration, resolution, and use case. In our Enchanted Castle demo video below, NSS reduced GPU workload by 50 percent. The model rendered at 540p and upscaled to 1080p in just 4ms in sustained performance setup. Your browser does not support the video tag. Learn about our NSS Model Neural Super Sampling (NSS) is a parameter prediction model for real-time temporal super sampling developed by Arm, optimized for execution on Neural Accelerators (NX) in mobile GPUs. It enables high-resolution rendering at a lower compute cost by reconstructing high-quality output frames from low-resolution temporal inputs. NSS is particularly suited for mobile gaming, XR, and other power-constrained graphics use cases. Get started with our NSS model today. If you want to go deeper check out the following resources: 💻 Technical Blog: How Neural Super Sampling works 📃 White Paper: Building for Tomorrow: Try Neural Super Sampling Today with the Unreal Plugin & ML extensions for Vulkan ...