FedML
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FedML-AI
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on a...
FedML starts with command of ‘mpirun’, and only assigns one cpu core to each process. As far as I know, 'mpi4py' used by FedML can not support multi-cores per process,...
We hope to provide a download address of MINIST dataset in China
When I look at the result display graph in Weights&biases, it shows that the operation failed, check the reason, is it because of insufficient memory? wandb: Run data is saved...
Hi, I'm trying to test **FedGKT** on raspberry pi 4 using **MQTT** as a communication backend, and I'm confused about some params: - whether_training_on_client; - whether_distill_on_the_server; - sweep. The issue...
Traceback (most recent call last): File "fedavg_jetson_nano_client.py", line 177, in model_trainer.set_id(client_index) NameError: name 'client_index' is not defined Using the: fedavg_jetson_nano_client.py file. python3 fedavg_jetson_nano_client.py --server_ip http://127.0.0.0:5000 --client_uuid '0' The server is...
I wonder whether FedML support homomorphic encryption and multi-party secure computing functions. I found "norm_diff_clipping" and "weak_dp" part in RobustAggregator while it is not enough for the applications. Whether more...
Could developers add [GitHub Sponsors](https://github.com/sponsors) option in this repository? Thanks.
I modified the way of communication in distribution FL, making the communication parallel. I mainly change the code of the section: In file FedAvgServerManager.py ``` for receiver_id in range(1, self.size):...
Error in file https://github.com/FedML-AI/FedML/blob/master/fedml_experiments/distributed/fedavg/GPU_MAPPING.md. In section "Skip some GPU devices inside a machine", configuration for client2 and client3 is wrong. It should be "client 2 -- host2:GPU:0, client 3 --...
I have one central server with 4 GPUs and other 4 computers with a single gpu each that can act as clients. I followed the instructions for installation given in...
