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Out of memory for starter pipiline?
Help · 23 Sep 2024, 08:30 · 3

Hello, I try to run starter pipeline on kaggle with P100 or T4 X2 with 16GB of GPU, but it is out of memory. What GPU did you use?

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lovemorengubane

Kindly not that you are running one notebook at an instance.This is because when you run 2 or more notebooks: each is trying to access one GPU resource which in turn results in memory error.

23 Sep 2024, 16:30
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lovemorengubane

Run one project at a time

On Kaggle, select the T4 X2 GPU, and make sure to set the device in the train call to (0, 1). That way, Kaggle trains on both GPUs and it should fit. You can also reduce the batch size.

24 Sep 2024, 08:49
Upvotes 1