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Finetuning is not stable #169

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VimukthiRandika1997 opened this issue Feb 18, 2025 · 1 comment

VimukthiRandika1997 commented Feb 18, 2025

Finetuned the best model (object365+coco) on a custom dataset:

Dataset size: 28, 000 (for training) and 5, 000 (for validation)
No.of classes: 18
No.of GPUs used: 4
No.of epochs: 80
Batch-size: 4

Observations:

After 10 epochs, training loss were not reduced. it was slightly decreased

Have you guys have experienced this ?
I would like to know your insights on this finetuning process!

Thank you!

S130111 commented Feb 19, 2025

I have the same problem, hope someone can solve it

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