FedML-AI/FedML
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 any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
PythonApache-2.0
Issues
- 5
运行fedml.run_simulation()时就会出现TypeError: bind_simulation_device() takes 2 positional arguments but 3 were given
#1777 opened by buaaYYC - 0
Object Detection code does not work
#2231 opened by haseebsultankhan - 1
Error when running fedml.run_simulation()
#2213 opened by DuanYuFi - 0
missing "adapter_model.bin" or "pytorch_model.bin"
#2215 opened by zhao1402072392 - 0
- 1
Rookie question
#1968 opened by Salterwater23 - 1
[FedML-HE] How is the merging of decrypted weights done?
#2103 opened by LeMB2A - 0
- 2
Support automaticly infer world rank
#1098 opened by fedml-zijianhu - 2
FedGraphnn -- wandb utilization
#2025 opened by pleonidou - 0
- 0
typo "salve" instead of "slave" in identifiers
#1997 opened by bene-ges - 0
- 0
from fedml.core.distributed.server.server_manager import ServerManager from fedml.core.distributed.client.client_manager import ClientManager from fedml.core.distributed.communication.comm_manager import CommManager显示
#1969 opened by qazxswcd - 0
log_file_dir arg not work
#1949 opened by flylzj - 0
Quickstart Guide
#1916 opened by ArturNiederfahrenhorst - 0
The compatibility issues of Nvidia Jetson
#1854 opened by rekkles2 - 0
- 2
FedOpt for cross-silo
#1818 opened by kamelferrahi - 3
where is FedGraphNN
#1782 opened by HanyueXu - 1
On the problem of gradient processing in FedML
#1739 opened by Zyangzzz - 2
Where can I find FedGraphNN?
#1632 opened by SpeeeedLee - 1
KeyError. msg_type = 5. Please check whether you launch the server or client with the correct args.rank
#1592 opened by ShoaibSajid - 0
- 1
fednlp disappeared? can you restore it?
#1589 opened by springfall2018 - 1
DP Sensitivity Calculation
#1586 opened by eardic - 3
Problem with the function " _local_test_on_all_clients" in "https://github.com/FedML-AI/FedML/blob/master/python/fedml/simulation/sp/fedavg/fedavg_api.py"
#1578 opened by shubham22124 - 1
why does fednlp disappear?
#1540 opened by springfall2018 - 0
Data Privacy in FedML
#1260 opened by Croquembouche - 3
- 2
Support test in ClientTrainer
#1096 opened by fedml-zijianhu - 1
ERROR while running FedML-master/python/examples/simulation/mpi_torch_async_fedavg/run.sh
#1182 opened by yaokunxu - 0
Decentralized Federated Learning Application
#1194 opened by afaanbayes - 0
Web 3 Storage program is stuck
#1338 opened by Faizack - 0
Ubuntu 22 compatibility
#1204 opened by hpdic - 0
- 0
Adding docstrings to the codebase
#1259 opened by rajveer43 - 1
- 0
Bugs while running ~/FedML/python/examples/simulation/mpi_torch_async_fedavg/torch_fedavg_mnist_lr_custum_data_and_model_example.py
#1179 opened by yaokunxu - 1
errors in Network Connection Checking
#1178 opened by Oswald1997 - 0
- 0
How to get the mAP50 after server aggregation when training the fedcv_detection?
#1137 opened by howhomiee - 0
TypeError: __init__() takes from 1 to 4 positional arguments but 5 were given
#1177 opened by ggiggit - 4
- 0
How to change data transform on built-in dataset?
#1115 opened by HeywardLiu - 3
How to implement serverless i.e. purely decentralized simulation (single process)
#1102 opened by vmromero - 0
Cannot handle connection ready
#1094 opened by dalqattan - 2
- 0
Training process never starts
#1441 opened by miguel436 - 0
duplicate code in FedML
#1301 opened by rajveer43