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Autoslim on mmsegmentation models example?

Open kinglintianxia opened this issue 2 years ago • 3 comments

Describe the question you meet

Can autoslim be used on mmsegmentation models like pspnet or segformer? I can't find search_mmseg.py in dir tools/mmseg like search_mmcls.py in dir tools/mmcls Do you please offer some more prune method or detailed examples ? Thanks!

kinglintianxia avatar Mar 13 '22 14:03 kinglintianxia

Currently, pruner only supports CNN-based models. We have not verified the performance of AutoSlim on segmentation, and we will release related settings after verification.

pppppM avatar Mar 16 '22 09:03 pppppM

Thanks for your reply! Got the message 'pruner only supports CNN-based models' . Can you offer me detailed instructions to aplly AutoSlim on pspnet? I can verify the preformance. By the way, what time will you release the segmentation settings and do you have a plan to support other pruning method, like Network Slimming-ICCV2017, Rethinking the Value of Network Pruning-NIPS2018 Best Paper

kinglintianxia avatar Mar 16 '22 13:03 kinglintianxia

Due to a lack of manpower, the progress of transferring AutoSlim to other tasks is not very satisfactory. We are reproducing BigNAS, if it goes well, we will release the BigNAS example on semantic segmentation in June

pppppM avatar Apr 11 '22 11:04 pppppM