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Thanks for the very helpful repo. I would like to know if there any interface for non-iid data setting for each client?
I don't find it in the src code.
Thanks.
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Hello author, I am currently testing your code, but I am curious to know where in the code files the non-iid setting implemented in the ./data/cityscapes/data/ folder is achieved? Specifically, where …
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Hi, I want to ask questions about non-iid partition method used. In image_helper.py, the dirichlet non-iid partition is done by function sample_dirichlet_train_data.
It seems like the code sample a…
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**Context:** Today in S&T @Carriquiry brought up the fact that a lot of problems CSAFE works on are learning from non-iid data. e.g. compare shoe 1 to shoe 2, then shoe 1 to shoe 3, then shoe 1 to sho…
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Hello, I am working on non-iid partition method in FL, and have some problems with Dirichlet partition.
In ./src/loaders/split.py, it seems like that :
1. Do not consider the situation where a clie…
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Is this the code of the paper named Overcoming Forgetting in Federated Learning on Non-IID Data?
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### Paper
Xin-Chun Li, De-Chuan Zhan. FedRS: Federated Learning with Restricted Softmax for Label Distribution Non-IID Data (KDD'21)
### Link
https://dl.acm.org/doi/10.1145/3447548.3467254
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When reproducing results for CIFAR-10 in a non-independent and identically distributed (non-IID) setting, the accuracy from the code for FedGKT drops significantly after around 100 rounds. Is there a …
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### Conflicts of interest
- [X] I declare that I have no known conflicts of interest with the authors.
### Reviewed version
fef096a
### Review
### Review
This is a fantastic paper demonstratin…
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running ea_non_iid --version still reports v1.1.7 instead of v1.1.8