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CUDA ERROR: out of memory #17

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ll0ruc opened this issue Sep 21, 2019 · 2 comments
Open

CUDA ERROR: out of memory #17

ll0ruc opened this issue Sep 21, 2019 · 2 comments

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@ll0ruc
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ll0ruc commented Sep 21, 2019

when I set the batch_size = 32, after the Epoch 1 training, the validiation will CUDA Error: out of memory. My device is T100, GPU[16G]
Aslo, when set batch_size = 16, it will be OK but two slow. Is there some adjustment in your code?
@nramrakhiyani
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Hi @ScuLilei2014.. Were you able to solve this problem (in case of batch_size = 32)? I am facing the same issue. My device is a 1080Ti with 12G RAM.

@ll0ruc
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ll0ruc commented Oct 23, 2019

@nramrakhiyani the code occupys computing resources much. 1080ti may can't apply for batch32, So i recommend the batch=16

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@nramrakhiyani @ll0ruc