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Real-Time Image Super-Resolution at AIS2024 CVPR Forum

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> How to ensure 2K MACs per pixel Hard constrain for model's efficiency?

How to ensure 2K MACs per pixel Hard constrain for model's efficiency? can anyone give a suggestion?Thanks~

Posted by: PixelBE @ March 3, 2024, 12:01 a.m.

Given an input image, you can calculate the MACs and FLOPs of the model following: https://github.com/eduardzamfir/NTIRE23-RTSR
then divide your number of MACs/FLOPs by the number of pixels (e.g. 1080x 1920).

Posted by: nanashi @ March 4, 2024, 11:31 p.m.

Thank you for your reply, I need to confirm with you whether the pixels are 540x960 or 3840x2160 output?

Posted by: PixelBE @ March 5, 2024, 1:14 a.m.

Hi, if you could directly provide the maximum limit for MACs or Flops from 540p to 2160p, this would be more helpful for the participants.

Posted by: trytrytry @ March 5, 2024, 3:12 a.m.

As it is a mandatory requirement for the competition, it is necessary to provide a unified reference code.

Posted by: PixelArtAI @ March 5, 2024, 6:33 a.m.
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