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dzogchen | 1 month ago
Also note that lightweight encodings are built into the format, and different tiles can even be encoded in a completely different way. So you have to use heuristics to find the best combination of encodings and often you need to make a trade off between tile size and decoding performance. It is still early days for MLT, but all this means there are a lot of possibilities for optimization. In fact, AWS is again financing work on MLT this year, with a focus on optimization.
Lastly, when benchmarking tile size, it is good to look at actual usage patterns instead of size of the total tile set. Nobody is zooming into a random spot in the ocean, for example. ;-)
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