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Fluctuating Validation Performance #1

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sondosaabed opened this issue May 11, 2024 · 2 comments
Open
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Fluctuating Validation Performance #1

sondosaabed opened this issue May 11, 2024 · 2 comments
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sondosaabed commented May 11, 2024 •
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  • Work on stabilizing training before the 20th epoch, the validation is fluctuating
@sondosaabed sondosaabed self-assigned this May 11, 2024
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It's not a problem as long as it's following an up pattern in case of accuracy and a down pattern in terms of loss.
This might be due to the split rule of 10% for the validation split or due to the disharmony between batch normalization and dropout regularization.

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I have changed the LR the learning curve shows a clearer convergence, still there is fluctuating in validation, my guess this is due to variability in the dataset ? will look further for a smoother curve

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