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universome avatar universome commented on June 4, 2024 2

Welcome! Feel free to ask any further questions if you'll face any issues.
Oh, I forgot to add that in fact our model does not need 32GB of memory when trained on 4 GPUs.
In fact, it consumes <10GB of memory on each GPU.

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universome avatar universome commented on June 4, 2024 1

Hi! We trained all the 256x256 models on 4 V100s with 32 GB each for ~2 days. It is very similar in training time to StyleGAN2-ADA. When training on a custom dataset, please keep in mind that the model.generator.time_enc.min_period_len parameter affects the motion quality a lot: for example, we used model.generator.time_enc.min_period_len=16 for Face Forensics and model.generator.time_enc.min_period_len=256 for SkyTimelapse. In some sense, it reflects the speed of motion — the smaller it is, the more high-frequency the motions would be

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CodeBlo avatar CodeBlo commented on June 4, 2024

Thanks a lot!!!

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