Who is this for?
This Learning Path is for game developers and graphics engineers evaluating Arm Neural Technology for mobile games.
What will you learn?
Upon completion of this Learning Path, you will be able to:
- Understand why Arm Neural Technology matters for mobile games
- Learn what Arm built with Neural Dawn
- Evaluate whether Neural Frame Rate Upscaling (NFRU) and Neural Screen Space Denoising (NSSD) are a fit for your game
Prerequisites
Before starting, you will need the following:
- Familiarity with game development in Unreal Engine
- Basic understanding of real-time rendering concepts (motion vectors, temporal techniques, denoising, upscaling)
- Awareness of mobile rendering constraints (bandwidth, power efficiency, thermal management)
Summary
This summary was drafted with an approved AI-assisted workflow and reviewed by Arm contributors before publication. Human technical review remains part of the process so the final page reflects engineering rigor, accuracy, and Arm editorial standards.
You’ll evaluate Arm Neural Technology for mobile games, focusing on NFRU and NSSD. First, you’ll review the Neural Graphics Development Kit, including Unreal Engine plugins, models, and its Vulkan runtime. Then, you’ll learn to assess fit for your content, camera behavior, and performance targets, and begin hands-on trials with the available components.
Frequently asked questions
These FAQs were drafted with an approved AI-assisted workflow and reviewed by Arm contributors before publication. Human technical review remains part of the process so the final page reflects engineering rigor, accuracy, and Arm editorial standards.
Evaluate your content type, camera behavior, and performance targets. These neural techniques aren’t equally useful everywhere, so weigh visual goals and runtime constraints specific to your project.
NFRU is a good entry point. Integrate the Unreal Engine plugin, enable it in your project, and evaluate it like any other rendering feature.
You can start with NSSD and the Neural Graphics Development Kit today. The current runtime path is centered on Vulkan on Arm platforms.
Arm provides Unreal Engine plugins, an SDK, prebuilt models, and tooling, along with reference implementations and sample content in the Neural Graphics Development Kit. Use them to integrate and assess the techniques in your project.
Neural Dawn is a mobile game built with Sumo Digital that showcases a rendering pipeline designed around neural graphics. It demonstrates high-fidelity visuals on mobile with a target of 60 FPS and helps set expectations for what these techniques can achieve.