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Question regarding the batch size #74

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won5830 opened this issue Nov 16, 2024 · 1 comment
Open

Question regarding the batch size #74

won5830 opened this issue Nov 16, 2024 · 1 comment

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@won5830
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won5830 commented Nov 16, 2024

Hi thank you for your wonderful contribution.
I'm currently trying to retrain the model using your data with mixed precision.
However, I have a question about your batch size regarding CellViT initiated with SAM-B, H, and L.
What was your batch size for the training ? was it all 1 ?
I found that you used 16 for in your supplementary data but I found that GPU run out of its memory even with 80 GB memory.
Is there any more things to pay attention other than mixed precision for training such large model ?

@FabianHoerst
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On which dataset do you try to train the network? We used 16 as the batch-size for PanNuke.

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