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Title: GitHub - epfml/powersgd: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

Open Graph Title: GitHub - epfml/powersgd: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

X Title: GitHub - epfml/powersgd: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

Description: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727 - epfml/powersgd

Open Graph Description: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727 - epfml/powersgd

X Description: Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727 - epfml/powersgd

Opengraph URL: https://github.com/epfml/powersgd

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a49f3d21-90b9-ddbc-18f1-b2d0465f8333
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
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og:image:altPractical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727 - epfml/powersgd
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https://arxiv.org/abs/1905.13727https://arxiv.org/abs/1905.13727
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READMEhttps://patch-diff.githubusercontent.com/epfml/powersgd
MIT licensehttps://patch-diff.githubusercontent.com/epfml/powersgd
https://patch-diff.githubusercontent.com/epfml/powersgd#powersgd
Videohttps://www.youtube.com/watch?v=xVxSu7KGtHw
https://patch-diff.githubusercontent.com/epfml/powersgd#reference-implementation
https://patch-diff.githubusercontent.com/epfml/powersgd#differences-with-the-paper-version
this follow-up paperhttps://arxiv.org/pdf/2008.01425.pdf
follow-up paperhttps://arxiv.org/pdf/2008.01425.pdf
https://patch-diff.githubusercontent.com/epfml/powersgd#pytorch-implementation
communucation hookhttps://pytorch.org/docs/stable/ddp_comm_hooks.html
https://patch-diff.githubusercontent.com/epfml/powersgd#research-code
PowerSGD paperhttps://arxiv.org/abs/1905.13727
paper-codehttps://patch-diff.githubusercontent.com/epfml/powersgd/blob/master/paper-code/README.md
https://patch-diff.githubusercontent.com/epfml/powersgd#selected-follow-up-work
(Cho et al., 2019)http://learningsys.org/neurips19/assets/papers/1_CameraReadySubmission_mlsys_grz_camera_ready.pdf
(Ramesh et al., 2021 - DALL-E)https://arxiv.org/abs/2102.12092
(Agarwal et al., 2020)https://arxiv.org/pdf/2010.16248.pdf
(Vogels et al., 2020)https://arxiv.org/abs/2008.01425
(Wang, 2021)https://medium.com/pytorch/accelerating-pytorch-ddp-by-10x-with-powersgd-585aef12881d
(Song et al., 2023)https://arxiv.org/abs/2301.09830
https://patch-diff.githubusercontent.com/epfml/powersgd#reference
paperhttps://arxiv.org/abs/1905.13727
https://arxiv.org/abs/1905.13727https://arxiv.org/abs/1905.13727
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