Chaoyang He

icon indicating a website link http://chaoyanghe.com icon indicating an email [email protected]

icon company FedML, USC icon location California icon location Co-founder at TensorOpera AI, FedML, and ChainOpera AI; Ph.D. in Computer Science, University of Southern California, Los Angeles

Results 162 comments of Chaoyang He

error with mpi simulation

@lyydd the 1st shows "memory error". For the 2nd one, we've fixed it. Please check our master source code or install 0.7.300

How to customize the federated learning algorithm?

@Alan-JW Here is a blog introducing our customization APIs: https://medium.com/@FedML/fedml-releases-simple-and-flexible-apis-boosting-innovation-in-algorithm-and-system-optimization-b21c2f4b88c8 You can also find an example at: https://github.com/FedML-AI/FedML/tree/master/python/examples/cross_silo/mpi_customized_fedavg_mnist_lr_example And many examples using customization APIs at: https://github.com/FedML-AI/FedML/tree/master/python/app If customized trainer and...

How to customize the federated learning algorithm?

@jlewi this is a great question. You can find our engine architecture here: https://github.com/FedML-AI/FedML/tree/master/android. For Android, we've developed our engine on MNN and PyTorch Mobile. The MobileNN is an adaptor...

How to customize the federated learning algorithm?

> So is the idea to use Python code to construct a computation graph using either PyTorch or TensorFlow and then export it to a PyTorch/TensorFlow which can be executed...

Error owith mpirun & rank 0 & exited on signal 11

@alex-liang-kh please help

Error occured when trying to run FedCV-objectdetection-MPI: bash run_simulation.sh [CLIENT_NUM]

@ludabai FedML doesn't require root permission. I guess it's due to your system configuration for MPI. Are you using Windows?

ModuleNotFoundError: No module named 'fedml.simulation.sp.mime'

@Avalonooooo @stayt1 Please try 0.7.328 and let me whether this issue still exists.

ModuleNotFoundError: No module named 'fedml.simulation.sp.mime'

@Avalonooooo @stayt1 Please try the latest version 0.7.332

ModuleNotFoundError: No module named 'fedml.simulation.sp.mime'

@stayt1 @Avalonooooo is this issue resolved?

[fednlp]when run "bash run_simulation.sh 5" , error "MPI_ABORT was invoked on......."

@stayt1 Hi for FedNLP project, we only support distributed computing with MPI and real cross-silo training. We will retire SP and NCCL soon. You can save the checking point at...