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Very high memory usage when training Stage 1 #10

@godspirit00

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@godspirit00

Hello,
Thanks for the great work.
I'm trying to train a model on my dataset using an A5000 (24GB VRAM). I kept getting OOM at the beginning of Stage 1. I kept reducing batch size, and finally, the training could go on with a batch size of 4.
Is this normal? What hardware were you using?
Thanks!

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