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Some questions about the results of ImageNet100 #5

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WilyZhao8 opened this issue May 28, 2021 · 1 comment
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Some questions about the results of ImageNet100 #5

WilyZhao8 opened this issue May 28, 2021 · 1 comment

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@WilyZhao8
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Thank you for your wonderful work, I want to do some more works based on your code. But I meet some questions about the results.
I use the JigsawClustering and the dataset ImageNet100 to train the model. I only changed one line in the model to fit this dataset(I added model.fc = nn.Linear(2048, 100) in line 162 of main_lincls.py). However, despite using 4 GPUs, and did not change the configuration file. I only got an accuracy of 79.24. There is still a certain gap between this and the 80.9 reported in the paper. How can I achieve the accuracy reported in the paper now?
Once again, thank you for your excellent work and code.
I am looking forward to your reply.

@akuxcw
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akuxcw commented May 31, 2021

Hi, sorry, please try to use lr=1 during the linear eval on ImageNet-100, thanks!

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