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validation wer of training mode and test mode are different. #64

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burin-n opened this issue Oct 16, 2020 · 2 comments
Open

validation wer of training mode and test mode are different. #64

burin-n opened this issue Oct 16, 2020 · 2 comments

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@burin-n
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burin-n commented Oct 16, 2020

I trained the model and got a good validation WER.
However, I got very poor decoded results when I tried to load that checkpoint and ran it in --test mode.

Do you have any suggestion on this?
@kouohhashi
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I have a similar experience. have you find a solution?

@burin-n
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burin-n commented Nov 21, 2020

There is a problem with the saved checkpoint. I'm not sure what happened and how was it happen.
As I found, the weights of latest.pth were not actually come from the last epoch.
I retrained the model and never found this problem again.

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@kouohhashi @burin-n