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That's not true. If there are measurable performance differences.



"strict" means something. People, including yourself, only care if there is a practical difference in performance. "this is lossless and that isn't lossless" is a completely useless statement in this realm. In many domains lossy compression is either not tolerated, not legal or not practical.


If you get any accuracy degradation with full 8 bits of precision you're doing it wrong.


Or your model wasn't trained so well (weights are too spiky)




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