Chaoyang He

@Doodlera @JLU-Neal we do have MPC-based algorithm, check this example: https://github.com/FedML-AI/FedML/tree/master/python/examples/cross_silo/light_sec_agg_example. It's our new paper published at MLSys 2022: https://proceedings.mlsys.org/paper/2022/hash/d2ddea18f00665ce8623e36bd4e3c7c5-Abstract.html

@yangyong-y you can customize the data loader. Examples are here: https://github.com/FedML-AI/FedML/tree/master/fedml_api/data_preprocessing/cifar10

@jplnasa5 @v-thaian please check our latest examples at: https://github.com/FedML-AI/FedML/tree/master/python/examples We've upgraded our library a lot in recent version. Here is a brief introduction: https://medium.com/@FedML/fedml-ai-platform-releases-the-worlds-federated-learning-open-platform-on-public-cloud-with-an-8024e68a70b6

@Amir-zsh please have a test of this and report the result here.

test results on Windows 10 Version: 21H2 (internal version 19044.1645) https://mpi4py.readthedocs.io/en/latest/install.html python -m pip install mpi4py

https://github.com/FedML-AI/FedML/commit/16c78406ced7b9a17b348d709852b6107733ba44 if "nt" in os.name: def GetUUID(): cmd = 'wmic csproduct get uuid' uuid = str(subprocess.check_output(cmd)) pos1 = uuid.find("\\n") + 2 uuid = uuid[pos1:-15] return str(uuid) device_id = GetUUID() click.echo(device_id)

@lepangdan VFL is always there: https://github.com/FedML-AI/FedML/tree/master/python/fedml/simulation/mpi/classical_vertical_fl https://github.com/FedML-AI/FedML/tree/master/python/fedml/simulation/sp/classical_vertical_fl for both SP and Distributed training with MPI.

@pranavgundewar @khoaanhtran yeah, we are trying to migrate it to Python in the next iteration. Please try 3.8 or 3.7 first.

@pranavgundewar have you solved the issue? You can configure your GPU mapping in each silo separately. Please refer to this example and related configuration at: https://github.com/FedML-AI/FedML/tree/master/python/examples/cross_silo/mqtt_s3_fedavg_hierarchical_mnist_lr_example and https://github.com/FedML-AI/FedML/blob/master/python/examples/cross_silo/mqtt_s3_fedavg_hierarchical_mnist_lr_example/config/fedml_config.yaml

From [email protected] Hello, when I tried the Installation part at [GitHub - FedML-AI/FedIoT: Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection](https://urldefense.com/v3/__https://github.com/FedML-AI/FedIoT__;!!LIr3w8kk_Xxm!sq8vsJGI2ODhaJnLQLxmX2UtQPBCbiEqELSXCWXRw1ervg0KvFAIjYjR87z3KvlZi4kVg64NYBcMkezY5yi5$) in my...