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Cuda Memory Error #39

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atulnagane45 opened this issue Mar 11, 2021 · 1 comment
Open

Cuda Memory Error #39

atulnagane45 opened this issue Mar 11, 2021 · 1 comment

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@atulnagane45
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I am getting this error
RuntimeError: CUDA out of memory. Tried to allocate 648.00 MiB (GPU 0; 3.82 GiB total capacity; 1.57 GiB already allocated; 665.06 MiB free; 1.98 GiB reserved in total by PyTorch)

My hardware is Geforce GTX1650 4GB dedicated memory
I tried this on google colab too.

I already tried :
Batch size from 128 to 2
Cleared GPU cache.

I think it need to be fixed from code. Some variables unnecessarily taking too much space. Please help me.
Thanks in advance
@atulnagane45
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Solved on google collab with batch size 2. What is minimum hardware requirement?

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@atulnagane45