DLSS (Deep Learning Super Sampling)

E41923

deep learning-based graphics technology image upscaling technology real-time rendering technology

DLSS (Deep Learning Super Sampling) is an NVIDIA graphics technology that uses deep learning to upscale lower-resolution images in real time, improving performance and visual quality in video games.

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Observed surface forms (9)

Surface form	Occurrences
DLSS	1
DLSS 1.0	1
DLSS 2.0	1
DLSS 2.1	1
DLSS 2.2	1
DLSS 3	1
DLSS 3.5	1
Deep Learning Super Sampling	1
RTX Video Super Resolution	1

Statements (51)

Predicate	Object
instanceOf	deep learning-based graphics technology ⓘ image upscaling technology ⓘ real-time rendering technology ⓘ
appliesTo	real-time 3D rendering ⓘ video games ⓘ
competesWith	AMD FidelityFX Super Resolution ⓘ XeSS ⓘ surface form: Intel XeSS
componentOf	RTX ⓘ surface form: NVIDIA RTX technologies
developer	NVIDIA Corporation ⓘ surface form: NVIDIA
fullName	DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: Deep Learning Super Sampling
hardwareRequirement	NVIDIA Tesla data center GPUs ⓘ surface form: NVIDIA GPU with Tensor Cores NVIDIA RTX graphics card ⓘ
improves	4K gaming performance ⓘ ray-traced game performance ⓘ
initialReleaseDate	2018 ⓘ
introducedBy	RTX ⓘ surface form: NVIDIA Turing architecture
keyBenefit	better performance at high resolutions ⓘ higher frame rates ⓘ improved image sharpness ⓘ
manufacturer	NVIDIA Corporation ⓘ surface form: NVIDIA
operatesOn	lower-resolution input images ⓘ
primaryPurpose	improve gaming performance ⓘ improve visual quality ⓘ real-time image upscaling ⓘ
produces	higher-resolution output images ⓘ
qualityMode	Balanced ⓘ Performance ⓘ Quality ⓘ Ultra Performance ⓘ
relatedTo	NVIDIA Image Scaling ⓘ NVIDIA Ray Tracing ⓘ NVIDIA Reflex ⓘ
requires	NVIDIA driver support ⓘ game integration ⓘ
supports	multiple quality modes ⓘ
targetPlatform	Windows PC ⓘ cloud gaming services ⓘ some game consoles with NVIDIA GPUs ⓘ
uses	generalized AI model (DLSS 2.x and later) ⓘ motion vectors ⓘ per-game trained AI models (DLSS 1.0) ⓘ temporal accumulation ⓘ
usesTechnology	AI upscaling ⓘ deep learning ⓘ neural networks ⓘ
version	DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 1.0 DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 2.0 DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 2.1 DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 2.2 DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 3 DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ surface form: DLSS 3.5

Referenced by (10)

Full triples — surface form annotated when it differs from this entity's canonical label.

DLSS (Deep Learning Super Sampling) → fullName → DLSS (Deep Learning Super Sampling) self-linksurface differs ⓘ

subject surface form: DLSS

this entity surface form: Deep Learning Super Sampling

RTX → includesFeature → DLSS (Deep Learning Super Sampling) ⓘ

this entity surface form: DLSS

NVIDIA Corporation → notableTechnology → DLSS (Deep Learning Super Sampling) ⓘ

RTX → supportsTechnology → DLSS (Deep Learning Super Sampling) ⓘ

this entity surface form: RTX Video Super Resolution