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ranftlr avatar ranftlr commented on May 21, 2024 1

The model was trained on 2 Quadro RTX 6000s for about 6 days: 1 day for pre-training on RedWeb + about 5 days for training on MIX5. Multi-GPU with low batch size was not an issue, because we froze all batch norm layers.

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Tord-Zhang avatar Tord-Zhang commented on May 21, 2024

@ranftlr thanks for your quick responce. I am training MidasNet on 2 tesla v100 gpus, but it's much slower. So the mean and val of bn layers is not updated during the training process?

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ranftlr avatar ranftlr commented on May 21, 2024

Correct, mean and variance are fixed and are not updated. I can't comment on the speed on a v100 as I don't have any available.

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mathmax12 avatar mathmax12 commented on May 21, 2024

@Tord-Zhang
I am reproducing the training processing on one V100. I am pretty new to this. I wonder what's the amount of data and how long the training takes?
Thanks

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