8000 Different F1 scores with the same hyperparameters and same random seeds · Issue #33 · allenai/kb · GitHub
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Different F1 scores with the same hyperparameters and same random seeds #33

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abdkiwan opened this issue Dec 12, 2020 · 1 comment
Open

Different F1 scores with the same hyperparameters and same random seeds #33

abdkiwan opened this issue Dec 12, 2020 · 1 comment

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@abdkiwan
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Hello,

I trained a knowbert language model on some medical data, and want to fine-tune it on a relation classification task. However, I get different Micro/Macro F1 scores every time a fine-tune it while keeping the same hyperparameters and the same random seeds.

Does anybody know what the problem could be ?

thanks in advance,
@MichalPitr
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Probably check if you are setting random seeds for all random number generators - Python's random, numpy, torch, sklearn, etc...

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@MichalPitr @abdkiwan
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