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Problems when training with fp16 mixed precision #1

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@yhhhli

Hi,

Thank you for sharing the code. When I am trying to use option1 to run the textural inversion in the Example notebook. There is error showing that vae's parameters are fp32. Setting the mixed_precision and revision to fp32 can run the code normally. Could you please check why fp16 is not working?

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