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Why is the training performance of my VPT so poor? #62

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Jolaris opened this issue Apr 5, 2024 · 1 comment
Open

Why is the training performance of my VPT so poor? #62

Jolaris opened this issue Apr 5, 2024 · 1 comment

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@Jolaris
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Jolaris commented Apr 5, 2024

I trained a model for skin disease image binary classification using a pre-trained ViT model with VPT. However, after training, my accuracy only reached 60%, and the loss remained at 0.6, unable to further increase accuracy. Why is this happening? I am a beginner in deep learning. Please give me some advice. Thank you!
@GrantorShadow
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could you give more details? maybe number of tokens used? shallow or deep prompts? any more info?

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@GrantorShadow @Jolaris