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Saving INT8 weights

Open willbattel opened this issue 5 years ago • 5 comments

I'd like to save the INT8 weights, to get the benefit of the smaller file size. I'm deploying YOLO to devices that are limited in disk space where going from 240MB to 60MB would be extremely helpful. Tiny YOLOv3 is not quite good enough for small objects, as much as we'd like to use it. The smaller file size is even more important to us than the 30% gain in speed, and we're okay with losing a little bit of accuracy.

I know several months ago you said you don't have plans to add the ability to save the INT8 weights. Is this still the case?

willbattel avatar Apr 08 '19 19:04 willbattel

May be I will add it later.

AlexeyAB avatar Apr 08 '19 19:04 AlexeyAB

@AlexeyAB is this functionality added ??

abhigoku10 avatar Jul 09 '19 06:07 abhigoku10

@AlexeyAB Has this repo been updated to save the int8 weights functionality?

sicarioakki avatar Jul 11 '19 04:07 sicarioakki

Hi @willbattel , did you be able to obtain INT8 weight? Anyone can do this?

ambr89 avatar Nov 20 '19 15:11 ambr89

Hi, I am sorry to ask. Is this functionality added. i am interested in saving yolov3 with int8 weights

ilpapds avatar Jul 10 '23 15:07 ilpapds