facebookresearch / facebookresearch/moco

Issue with batch size

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Description

Hello @KaimingHe, I am running the MoCo pre-training with the following configurations:

Num of GPUs = 8
GPU type: NVIDIA Quadro RTX 8000

But I am unable to run this with a batch size greater than 8. It throws a PyTorch Spawn error when I set the batch size greater than 8 (ex:16, 32). I confirmed that all GPUs are running at full utilization when I run the pre training with the above mentioned batch size. Do you have any suggestions or thoughts on how I might proceed? With a batch size this small, would it provide any meaningful results?

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