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CUDA out of memory occurs when the training length reaches 450k on a100 #73

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luoshengtangxiademao opened this issue Jul 9, 2024 · 1 comment
Open

CUDA out of memory occurs when the training length reaches 450k on a100 #73

luoshengtangxiademao opened this issue Jul 9, 2024 · 1 comment

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@luoshengtangxiademao
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luoshengtangxiademao commented Jul 9, 2024 •
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CUDA out of memory occurs when the training length reaches 450k on a100 (80G).I used the huggingface version, hyenadna-medium-450k-seqlen-hf. I'm trying the species classification task.Is the version on huggingface optimized? I don't seem to see flash-attn used.
@luoshengtangxiademao luoshengtangxiademao changed the title CUDA out of memory occurs when the training length reaches 450k on a CUDA out of memory occurs when the training length reaches 450k on a100 Jul 9, 2024
@CHNFTQ
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CHNFTQ commented Jul 27, 2024

I have the same issue when trying to train the hyenadna-medium-450k-seqlen model with a DNA sequence of 256k.

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@CHNFTQ @luoshengtangxiademao