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[Feature] Support a SOTA channel pruning method, ResRep. #21

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DingXiaoH opened this issue Dec 24, 2021 · 1 comment
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[Feature] Support a SOTA channel pruning method, ResRep. #21

DingXiaoH opened this issue Dec 24, 2021 · 1 comment
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enhancement New feature or request

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@DingXiaoH
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DingXiaoH commented Dec 24, 2021 •
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Describe the feature

A SOTA channel pruning method, ResRep.

Motivation

This method is the SOTA static channel pruning method. It prunes a standard Res50 with over 50% FLOPs reduction and zero accuracy drop.

MMRazor is an awesome framework, but I am too busy these days so I would really appreciate it you could implement it in MMRazor.

Related resources

https://openaccess.thecvf.com/content/ICCV2021/html/Ding_ResRep_Lossless_CNN_Pruning_via_Decoupling_Remembering_and_Forgetting_ICCV_2021_paper.html

https://github.com/DingXiaoH/ResRep

Additional context
@DingXiaoH DingXiaoH added the enhancement New feature or request label Dec 24, 2021
@pppppM
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pppppM commented Dec 24, 2021

Thanks for your attention to MMRazor.

I'm very excited to receive your issue！
My colleagues and I agree that ResRep is excellent work, and we will start to reproduce ResRep as soon as possible.
Could we invite you to review at that time? @DingXiaoH

@pppppM pppppM closed this as completed Mar 7, 2022
humu789 pushed a commit to humu789/mmrazor that referenced this issue Feb 13, 2023
@grimoire
[Feature] add register for ort custom op (open-mmlab#21)
04a8046 
* add register for ort custom op

* ort_mmcv_util->ort_util

* ortApi->kOrtApi
humu789 pushed a commit to humu789/mmrazor that referenced this issue Feb 13, 2023
@Stephenfang51 @AllentDan
modified device selection (open-mmlab#21)
f203306 
* modified device selection

device cannot sucessfully control through argments "device"

* update with_sync

* Update ORTWrapper

change the way to create ort session, previous work would load same model twice.

* Update wrapper.py

fixed for lint

* Update wrapper.py

* Update wrapper.py

remove the backslash

* formating

using yapf to format the file

Co-authored-by: AllentDan <AllentDan@yeah.net>
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@DingXiaoH @pppppM