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RobustBench / robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
https://robustbench.github.io
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avg_pool kernel size? #190

Closed ryang-25 closed 1 month ago

ryang-25 commented 4 months ago

Hi, I was taking a look at the ResNet models here and I was wondering why the kernel_size for avg_pool is 4x4 rather than 8x8?

https://github.com/RobustBench/robustbench/blob/776bc95bb4167827fb102a32ac5aea62e46cfaab/robustbench/model_zoo/architectures/resnet.py#L115

fra31 commented 4 months ago

Hi,

I think that's the model definition used by some of the first classifiers we added (in fact, there are several ResNets versions corresponding to different works).

fra31 commented 1 month ago

Closing this for now, feel free to re-open if needed.