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Instead of perturbing each pixel in the input image at random, we can choose to dither by a predetermined amount depending on the pixel’s position in the image. This can be achieved using a threshold map; a small, fixed-size matrix where each entry tells us the amount by which to perturb the input value , producing the dithered value . This matrix is tiled across the input image and sampled for every pixel during the dithering process.  The following describes a dithering function for a 4×4 matrix given the pixel raster coordinates :

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Running a container in privileged modeThis is worth calling out because it comes up surprisingly often. Some isolation approaches require Docker’s privileged flag. For example, building a custom sandbox that uses nested PID namespaces inside a container often leads developers to use privileged mode, because mounting a new /proc filesystem for the nested sandbox requires the CAP_SYS_ADMIN capability (unless you also use user namespaces).

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PSSR is "an AI library that analyzes game images pixel by pixel as it upscales them," Cerny says, which boosts the visual fidelity of games on the PS5 Pro, while running them at a less demanding resolution. The upgraded version of PSSR "takes a very different approach to not only the neural network but also the overall algorithm," and is now able to keep both framerate and image quality high when it's enabled.