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Unable to adapt to different resolution #12

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KruskalLin opened this issue Jun 29, 2021 · 4 comments

KruskalLin commented Jun 29, 2021 •

edited

Hi, thanks for your contribution. The model is unable to adapt to different resolutions except for 224 for both height and width. The error often occurs as

RuntimeError: shape '[xxx, xxx, xxx, xxx, xxx]' is invalid for input of size xxx

KruskalLin closed this as completed

weiaicunzai commented Jun 29, 2021 •

edited

HI, did you solve that? I have also encountered this problem

Author

KruskalLin commented Jun 29, 2021

No. However, the Swin model itself requires an input size of 224. It also cannot adapt to resolutions other than 224. I choose to crop the original image for training.

weiaicunzai commented Jun 30, 2021

No. However, the Swin model itself requires an input size of 224. It also cannot adapt to resolutions other than 224. I choose to crop the original image for training.

Ok, thanks for your replay.

dichen-cd commented Jan 11, 2022

Hi @KruskalLin, you may try other resolutions that are dividable by 28 (patch_size=4 * window_size=7) such as 252, 280, 308, 336, etc.

yarinbar mentioned this issue

config that works on images 512, 512? #99

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