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ShadeAlsha / LTR-weight-balancing

CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197
MIT License
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Cannot Reproduce Your Performance #14

Closed piltgha closed 1 year ago

piltgha commented 1 year ago

Hi, thank you for your work,

nothing but, I cannot reproduce your work, while I'm using the exactly same parameters that you use.

Moreover, even if I follow the ipynotebook cell by cell, you achieved 91% in training data at 41 epoch, but I can only get 6~70% even if I try many times.

ShadeAlsha commented 1 year ago

Hi, Based on your description, it seems like the issue could be related to your local environment. I have just ran the provided notebooks on Colab GPUs and it's giving pretty consistent results. I hope that this would help you debugging.