Sony and AMD formally announced "Project Amethyst," their collaboration to develop machine-learning technology to improve graphics and gameplay, in 2024. The partnership has already benefitted both companies: Cerny says Sony contributed to the development of AMD's FSR 4 and similar improvements are now trickling back to the PS5 Pro. Both companies' plans to improve everything from upscaling performance to energy efficiency could also pay further dividends in future consoles and GPUs.
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Instead of taking the nearest candidates to , we can look for a set of candidates whose centroid is close to . The N-convex algorithm works by finding the closest colour to a given target colour for iterations, where the target is first initialised to be equal to the input pixel. Every iteration the closest colour added to the candidate list, and the quantisation error between it and the original input pixel is added to the target.