-
I would like to ask if Fedopt is only available in the simulation mode? Is there any way to use it in the cross-silo mode with MQTT as FedAvg.
Thanks
-
in fedml_api folder, fedopt's FedOptClientManager and FedOptTrainer are almost same to those of fedavg. But, in fedopt paper, clients should return the delta weights to server. Btw, server optimizer i…
-
I'm using a custom script for `tf/fedopt_ctl` with the example in `my_new_home/NVFlare/examples/getting_started/tf`. I commented out line 127 of the code in `fedopt_ctl_10` , which should cause an er…
-
### Describe the bug
When I use any of the FedOpt strategies (FedAdam, FedYogi, FedAdagrad) it seems very unstable, the model outputs NaNs after second/third aggregation.
### Steps/Code to Repr…
-
Hi
I tried to use other strategy rather than fedavg.
I simply change fl.server.strategy.FedAvg to fl.server.strategy.FedAdagrad in the sample code (advanced_tensorflow/server.py).
And also change o…
-
Hello, I have a question.Do you implement the Fedadagrad, FedYogi, FedAdam algorithm of the paper "Adaptive Federated Optimization" in the code fedopt?
-
We need to clearly separate OpenFL samples (which would just show how to integrate OpenFL and various use-cases) and tutorials or lifehachks (how to add your custom aggregation function/play with assi…
-
Hello，I want to ask for a help：
In the "main_fedml_image_segmentation. py" file of the fedcv module, "SegmentationTrainer. py" and "SegmentationAggregator. py" under the "image_segmentation/trai…
-
Hi Chaoyang! @chaoyanghe @yuchenlin
I try to reproduce some results in [FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks](https://arxiv.org/abs/2104.08815).
I f…
-
Hi,
Thanks for starting the refactoring. Here are a few comments to go even further. I will not mark anything as compulsory given the time constraints, but it would be great to save what will not b…