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First GPU use more memory,and lead to OOM #79

Description

@Lzhang-hub

Condition:

GPU: A100 40G *8
batch size=2

error

CUDA out of memory.

some confusion

We find the gpu 0 use more memory than other gpus
image

And there are 7 additional processes on GPU 0.
image

What are these 7 processes used for? Or Is there any way to reduce the memory usage of GPU 0?

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