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Accuracy improves but loss is stuck

This story is from 2026-09-12. It is preserved in the archive; the latest stories are on the live feed.

I have trained my custom model, ResNet-18, CNN6 from PANNs paper and EfficientNet-B0 from scratch on extracted spectrograms. CNN6 had a stable training process but other three models' validation loss was stuck between 0.1 and 0.2 while training loss was decreasing. I couldn't find the reason behind…

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  1. 2026-09-12 21:42 · r/learnmachinelearning
    Accuracy improves but loss is stuck

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