Score function used in d2pruning

[hamedbehzadi]

Score function used in d2pruning

[adymaharana]

Hi Hamed,

Thank you for your interest in our work! Our graph-based framework is not specific to any single score function and can work with any score function. However, for our experiments, we followed the score functions recommended by Zheng et al. 2022. See under 'Implementation' in Sec. 4. We use the forgetting score for all image datasets except ImageNet; for ImageNet, we use the AUM score. For NLP datasets, we use the variance score. For DataComp, we use the CLIP score as score function. Let me know if you have any additional or follow-up questions.