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View Code? Open in Web Editor NEWOfficial implementation for Zhong et al., One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. NeurIPS 2023
Official implementation for Zhong et al., One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. NeurIPS 2023
Hi @henryzhongsc, thanks for your work on this repo.
I was wondering whether it could be possible to train a different model than a ResNet20 with your current state of the code.
I am trying to prune a ResNet18, but looks like I cannot perform the standard pretraining with this current code state:
2024-02-19 15:39:53,474 | ERROR : Input task <train> is not supported.
Likewise, it is a bit hard to load the state dict of an externally pretrained model into your ModifiedResNet class in prune_cifar.py (line 33)
Any chance you are planning to solve the problems in the code, or load some pretrained?
Thanks,
Giorgio
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