Write and speed up an image filter for on-device use

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Write an image filter (a convolution over pixels, such as a blur) and make it fast enough to run on a device. Discuss the cost per pixel, separable kernels, edge handling, memory layout, vectorizing, and running it on the GPU or neural accelerator.

AppleML designLast asked Mar 2026
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