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VICO-UoE / DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)
MIT License
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How to use DM with ResNet18BN #32

Closed chenxiang3luo closed 6 months ago

chenxiang3luo commented 8 months ago

Hi, I want to use DM with ResNet18BN and test in the ResNet18BN, but the performance is poor e.g. 12%(worse than random selection which is 14.6% in your report) under the setting where dataset=cifar100, ipc=10. I only replace the --model parameter. I don't know if that's normal. Do I need to change other hyperparameters?. Thanks very much for your replay.

PatrickZH commented 8 months ago

Hi, please refer to the closed issues on this question.
https://github.com/VICO-UoE/DatasetCondensation/issues/30 https://github.com/VICO-UoE/DatasetCondensation/issues/11 https://github.com/VICO-UoE/DatasetCondensation/issues/8

chenxiang3luo commented 8 months ago

Thank you very much. I will try it with smaller learning rate.