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cpu memory requirement for ZCA #11

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balibata opened this issue Jun 24, 2024 · 1 comment
Open

cpu memory requirement for ZCA #11

balibata opened this issue Jun 24, 2024 · 1 comment

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@balibata
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Hi, appreciate your work. I got a problem when I try to apply your method to larger dataset of 90,000 images with 224*224 size. It seems that during buffer, the loading of images will automatically be killed at round 1800/90000 at "Train ZCA". Is there any way to solve such problem?

@GzyAftermath
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Sorry for the late response.
Unfortunately, we didn't solve that. BTW, according to my experiments, ZCA might not be that useful in high-resolution cases. You might even see a performance improvement when performing the distillation on Tiny ImageNet without using ZCA

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