Nvidia’s supercomputer is constantly improving DLSS

Nvidia’s supercomputer is constantly improving DLSS

By admin, Ocak 17, 2025

Nvidia’s supercomputer is constantly improving DLSS





Nvidia's supercomputer is constantly improving DLSS




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Six years ago, Nvidia introduced image enhancement and scaling technology DLSSHe introduced (Deep Learning Super Sampling). The latest version of this technology, which started with the GeForce 20 Series, was introduced at CES 2025. DLSS 4 made a big splash with. So how did Nvidia get to this point? Apparently, a large supercomputer was always at play during this process.

The only purpose of the supercomputer is DLSS

VP of applied deep learning research at Nvidia Bryan CatanzaroIn his statement at CES, he stated that the development of DLSS technology was a six-year learning process. Catanzaro is a massive supercomputer equipped with Nvidia’s latest and most powerful GPUs. works 24/7, 365 days a year and this computer Its sole purpose is to improve DLSS is he emphasized.

The process in developing DLSS relies heavily on analyzing failures. When the DLSS model fails, this usually manifests itself in games such as blurring, juddering or ghosting. When such errors are detected, Nvidia engineers try to understand the cause of the error and examine the factors that caused the model to make the wrong choice. It is possible to improve training data by analyzing errors. The model is then retrained with this new data and tested on hundreds of games. This cycle continues constantly.




Nvidia's supercomputer is constantly improving DLSS




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Introduced at CES 2025, DLSS 4 was announced along with Nvidia’s new RTX 50 Blackwell series GPUs. Nvidia claimed that the RTX 5070, which will be available for $ 549, offers 4090 level performance with DLSS 4, and the reality of this claim is awaited with great excitement by many technology enthusiasts.

According to performance tests shared by Nvidia, the RTX 5090 is approximately 30 percent faster than the 4090 without using DLSS. Additionally, the RTX 5080 performs 15 percent faster than the 4080, and the RTX 5070 performs 20 percent faster than the 4070. However, since these data are based on Nvidia’s own test results, more objective results will be obtained through real-world testing.

























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