timothybrooks / instruct-pix2pix

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Which GPU was used for training? #82

Open leksshil opened 1 year ago

leksshil commented 1 year ago

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

alphacoder01 commented 1 year ago

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

leksshil commented 1 year ago

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

andreemic commented 1 year ago

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

leksshil commented 1 year ago

Thanks.