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If you are wondering where the data of this site comes from, please visit https://api.github.com/users/SymbioticLab/events. GitMemory does not store any data, but only uses NGINX to cache data for a period of time. The idea behind GitMemory is simply to give users a better reading experience.

SymbioticLab/Infiniswap 166

Efficient Memory Disaggregation with Infiniswap

SymbioticLab/Salus 88

Fine-grained GPU sharing primitives

SymbioticLab/Tiresias 80

A GPU Cluster Manager for Distributed Deep Learning Training

SymbioticLab/FedScale 46

FedScale: Benchmarking Model and System Performance of Federated Learning

SymbioticLab/Oort 31

Oort: Efficient Federated Learning via Guided Participant Selection

SymbioticLab/Leap 24

Prefetching and efficient data path for memory disaggregation

SymbioticLab/Sol 19

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

SymbioticLab/Fluid 12

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

SymbioticLab/Kayak 8

Proactive-adaptive arbitration between shipping compute and shipping data

issue openedSymbioticLab/FedScale

Missing FEMNIST Preprocessed Data

Just wondering if you have any script for downloading and partitioning FEMNIST, as the authors have mentioned in both the paper and some README that FEMNIST is currently supported.

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startedSymbioticLab/Oort

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startedSymbioticLab/Oort

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Fine-grained GPU sharing primitives

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MemberEvent

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A GPU Cluster Manager for Distributed Deep Learning Training

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issue openedSymbioticLab/SymbioticLab.github.io

Migrate Conference Calendar Event Notification to MS Teams

Conference watchlist calendar notification still sends to slack, which we no longer use.

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startedSymbioticLab/Tiresias

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startedSymbioticLab/Salus

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Yiwen Zhang

commit sha c70a91bc822dbee0263f4cb67aa0d12ea703d9f9

tweaks in output logging

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fanlai0990

commit sha 4b055adf3429bcecdcf5a4410b2da18edfa376ba

Fix nlp error

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Fan Lai

commit sha 8da74a085a16a19ea671ea188424392696ce4ada

Merge pull request #29 from fanlai0990/master Fix nlp error

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PR merged SymbioticLab/FedScale

Fix nlp error

The return loss of bert model is a list instead of a single value.

+3 -2

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fanlai0990

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PR opened SymbioticLab/FedScale

Fix nlp error

The return loss of bert model is a list instead of a single value.

+3 -2

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Yiwen Zhang

commit sha 3091e2e538de5e30e6badec0e667d5b91d131f90

simplfied & correct impl of Qjump

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Yiwen Zhang

commit sha c7f77aa73cb56632f5391d5647b792df13d4a8f1

cleanup for last commit

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Prefetching and efficient data path for memory disaggregation

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Yiwen Zhang

commit sha bbd1a506997603ff7b3ed928162547d5e655788c

[Qjump] more accurate epoch impl

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startedSymbioticLab/FedScale

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issue commentSymbioticLab/SymbioticLab.github.io

Memtrade (arXiv) in Pubs

Closed by #93

mosharaf

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issue closedSymbioticLab/FedScale

qfedavg not converge

Anyone can take a look at qfedavg or have run the new version of qfedavg? https://github.com/SymbioticLab/FedScale/blob/master/core/optimizer.py#L26

I set q=1 and it never converges as before, which is the wrong version though. But, I cannot find any reason why that fails.

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AmberLJC

issue commentSymbioticLab/FedScale

qfedavg not converge

Issue solved. Tuning q for different dataset is important lol

AmberLJC

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issue commentSymbioticLab/FedScale

qfedavg not converge

Could it be because of this? acef26f @AmberLJC

But why

AmberLJC

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startedSymbioticLab/Oort

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startedSymbioticLab/FedScale

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commit sha ac3acef2d5b10903d55769814018d5bb855fafd3

Merge pull request #93 from hasan3050/develop\n\nmemtrade arxiv added

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Hasan Al Maruf

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memtrade arxiv added

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Hasan Al Maruf

commit sha 5ccbfb04d1ff8c7a761bfdfc83f2216877cb52fa

memtrade arxiv added

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Hasan Al Maruf

commit sha 5015288502b9b043513548dee0f50bfabf9490f8

merge conflict resolved

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Hasan Al Maruf

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merge conflict resolved

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Hasan Al Maruf

commit sha b8e503e05f77c5feb52cd27f5933363f58f5f35a

Merge branch 'develop' of https://github.com/hasan3050/SymbioticLab.github.io into develop

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Xiangfeng Zhu

commit sha 9c191a334347444c9a0915fe60d565cb7b854157

Merge pull request #93 from hasan3050/develop memtrade arxiv added

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