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silvia1993 / HyMOS

Hyperspherical classification for Multi-source Open-Set domain adaptation
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I cannot install the torchlars library which is said to be inconsistent with others installed as required. #3

Closed Anyway2022 closed 2 years ago

Anyway2022 commented 2 years ago

Does anyone have the same problem?

silvia1993 commented 2 years ago

Do you try to install torchlars as the last one?

Anyway2022 commented 2 years ago

Other libraries are installed without problems. Only Torchlars cannot be installed. So, Am I supposed to install Torchlars as the first one? or the last one?

Anyway2022 commented 2 years ago

Almost same error here：https://github.com/kakaobrain/torchlars/issues/10

silvia1993 commented 2 years ago

You should install Torchlars as the last one.

Anyway2022 commented 2 years ago

Unfortunately, I tried but failed at last. Now that Lars facilitates a large batch size, Is it appropriate that I use sgd instead?

FrancescoCappio commented 2 years ago

LARS is implemented as a wrapper around SGD, so you could try removing it and use directly SGD. We never tried training HyMOS without LARS, in principle it should work, even if we cannot guarantee that it would obtain the exact same results

Anyway2022 commented 2 years ago

Thank you~ Actually, I tried to use SGD directly but failed to reproduce the results. But the good news is that I succeeded in installing torchlars lib on another server with different OS and GPUs. Now, I can reproduce these results in the paper. Fantastic research work！