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Couldn't reach the effectiveness. #12

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hxp2396 opened this issue Aug 10, 2023 · 3 comments
Open

Couldn't reach the effectiveness. #12

hxp2396 opened this issue Aug 10, 2023 · 3 comments

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@hxp2396
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hxp2396 commented Aug 10, 2023

I downloaded the processed kit dataset and followed the instruction to train, but the training 40epoch test dice is very low (0.002), don't know if this is normal. How many epochs did you train to achieve convergence? And the batchsize in the code seems to be unadjustable, which will cause size mismatch. How to solve it?

@peterant330
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I downloaded the processed kit dataset and followed the instruction to train, but the training 40epoch test dice is very low (0.002), don't know if this is normal. How many epochs did you train to achieve convergence? And the batch size in the code seems to be unadjustable, which will cause a size mismatch. How to solve it?

It normally takes around 200 epochs to converge, but your reported dice is too low so there must be some bug. Sorry that we haven't made the code flexible enough to support multiple batch sizes yet.

I already received your email, we can discuss in detail about what modification you did and how to solve the problem.

@liryy
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liryy commented Aug 28, 2023

I also encountered the same problem. Have you solved this problem? How to solve it? Thank you for your reply.

@peterant330
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I also encountered the same problem. Have you solved this problem? How to solve it? Thank you for your reply.

Hi,

Could you download the latest code and try again? We made a few modifications in the past few weeks.

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