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@ -118,12 +118,10 @@ After filling in the values, click `Save Training Configuration`, and it should
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### Suggested Settings
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The following settings are robust enough that I can suggest them, for small or large datasets.
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* Epochs: `100` (50 is usually "enough", large datasets can get 20)
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* Epochs: `50` (increase/decrease as needed, according to how big your dataset is)
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* Learning Rate: `0.0001`
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* Learning Rate Scheme: `MultiStepLR`
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* Learning Rate Schedule:
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- small datasets: `[9, 18, 25, 33, 50, 59]`
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- large datasets: `[2, 4, 9, 18, 25, 33, 50, 59]`
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* Learning Rate Schedule: `[2, 4, 9, 18, 25, 33, 50, 59]`
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However, if you want accuracy, I suggest an LR of 1e-5 (0.00001), as longer training at low LRs definitely make the best models.
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mrq