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Which GPU was used for training?

Open leksshil opened this issue 2 years ago • 4 comments

From read me, I realized that V100. Do I understand correctly that Nvidia Tesla V100 Pcie 32Gb Graphics Accelerator PN: 699-2g500-0202-400?

leksshil avatar Feb 21 '23 16:02 leksshil

The authors have stated in the paper:

We train our image editing model for 10,000 steps on 8× 40GB NVIDIA A100 GPUs over 25.5 hours

alphacoder01 avatar Feb 26 '23 11:02 alphacoder01

Can you tell me if the tesla V100 pcie 32Gb is suitable for training?

leksshil avatar Feb 26 '23 20:02 leksshil

You should be fine with a batch size of 8-16. If you run out of memory decrease it and up the "accumulate_grad_batches" in configs/train.yaml

andreemic avatar Apr 03 '23 23:04 andreemic

Thanks.

leksshil avatar May 12 '23 14:05 leksshil