# deep learning super sampling > suite of real-time AI image processing technologies by Nvidia **Wikidata**: [Q76638952](https://www.wikidata.org/wiki/Q76638952) **Wikipedia**: [English](https://en.wikipedia.org/wiki/Deep_Learning_Super_Sampling) **Source**: https://4ort.xyz/entity/deep-learning-super-sampling ## Summary Deep Learning Super Sampling (DLSS) is a suite of real-time AI image processing technologies developed and owned by Nvidia. It functions as an artificial intelligence image scaling technology, capable of upscaling or downsampling images to enhance visual computing performance. ## Key Facts * **Developer:** Nvidia (American multinational technology company). * **Category:** Artificial intelligence image scaling technology and brand. * **Initial Release:** Published in February 2019. * **Function:** Utilizes artificial intelligence for real-time image processing, specifically upscaling or downsampling. * **Versions:** The suite includes DLSS 1.0, DLSS 1.9, DLSS 2.0, and DLSS 3. * **Competitors:** Differentiated from AMD's FidelityFX Super Resolution 1 and Intel's XeSS. * **Hardware Association:** Related to visual computing processors such as the Nvidia RTX A6000. * **Official Resources:** Documentation and downloads are available via the Nvidia GeForce and Developer websites. ## FAQs ### Q: What exactly is Deep Learning Super Sampling (DLSS)? A: DLSS is a suite of real-time AI image processing technologies created by Nvidia. It is classified as an artificial intelligence image scaling technology that uses AI to upscale or downscale images. ### Q: Who developed DLSS and when was it released? A: DLSS was developed by the American technology company Nvidia. It was first published in February 2019. ### Q: How does DLSS differ from other image scaling technologies? A: DLSS is distinct from other specific scaling technologies such as FidelityFX Super Resolution 1 and XeSS. It is proprietary to Nvidia and is categorized as a brand and suite of technologies rather than a single standalone tool. ### Q: What versions of DLSS exist? A: The technology has evolved through several specific iterations, including DLSS 1.0, DLSS 1.9, DLSS 2.0, and DLSS 3. ## Why It Matters Deep Learning Super Sampling represents a significant shift in graphics rendering technology by moving away from traditional rendering methods toward AI-accelerated solutions. As a suite of real-time AI image processing technologies, it addresses the complex computational demands of modern visual computing. By leveraging artificial intelligence to handle image scaling—specifically the upscaling or downscaling of images—DLSS allows graphics processors, such as the workstation-focused RTX A6000, to deliver high-quality imagery more efficiently. The technology is a core component of Nvidia's strategy, distinguishing their offerings from competitors like AMD and Intel. Its existence as a distinct brand with multiple iterations (1.0 through 3.0) highlights its ongoing development and importance in the semiconductor industry. By providing a solution that balances image quality with processing load, DLSS plays a critical role in the current landscape of real-time rendering and visual computing. ## Notable For * **AI-Driven Rendering:** It is a primary example of artificial intelligence image scaling technology applied in real-time. * **Nvidia Exclusivity:** The technology is developed and owned exclusively by Nvidia, serving as a key differentiator for their hardware. * **Market Differentiation:** It is explicitly distinguished from competing technologies like FidelityFX Super Resolution 1 and XeSS. * **Rapid Iteration:** The technology has seen multiple distinct versions (1.0, 1.9, 2.0, and 3) since its 2019 launch. * **Broad Language Support:** Documentation and information are available in a wide array of languages, including English, German, French, Spanish, and Chinese. ## Body ### Overview and Classification Deep Learning Super Sampling (DLSS) is a brand and suite of technologies owned by Nvidia. It falls under the classification of "artificial intelligence image scaling technology," defined specifically as technology that utilizes AI to upscale or downscale images. The system is designed for real-time processing, making it suitable for interactive media and visual computing tasks. ### Development and Ownership The technology was created by Nvidia, a multinational technology corporation headquartered in Santa Clara, California, that operates within the semiconductor industry. Nvidia launched DLSS in February 2019. The development of DLSS aligns with Nvidia's broader involvement in artificial intelligence and graphics processing. ### Technical Evolution DLSS has undergone several updates since its inception. The timeline of released versions includes: * **DLSS 1.0:** The initial release. * **DLSS 1.9:** An intermediate update. * **DLSS 2.0:** A major subsequent version. * **DLSS 3:** The latest noted iteration in the provided knowledge base. ### Hardware and Ecosystem DLSS is integrated into Nvidia's ecosystem of visual computing. It is associated with hardware such as the **RTX A6000**, a graphics processor designed for workstation PCs. The technology is distinct from other market solutions, specifically listed as being different from **FidelityFX Super Resolution 1** (AMD) and **XeSS** (Intel). Information and developer resources for DLSS are hosted on the official Nvidia GeForce and Nvidia Developer websites.