FedML-AI/FedML

Hierarchical server stuck in a loop after finishing the communication rounds.

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#810 opened on Mar 13, 2023

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Description

Hi Hierarchical server stuck in a loop after finishing the communication rounds.

[FedML-Server(0) @device-id-0] [Mon, 13 Mar 2023 23:33:26] [INFO] [mqtt_s3_multi_clients_comm_manager.py:277:send_message] mqtt_s3.send_message: to python client.
INFO:/home/sdc-lab/fedml-server/fedml/logs/fedml-run-0-edge-0.log:mqtt_s3.send_message: to python client.
[FedML-Server(0) @device-id-0] [Mon, 13 Mar 2023 23:33:26] [INFO] [fedml_server_manager.py:209:handle_message_receive_model_from_client] 

==========end 10-th round training===========

INFO:/home/sdc-lab/fedml-server/fedml/logs/fedml-run-0-edge-0.log:

==========end 10-th round training===========

What should I do if I want that server be finished after finishing the rounds?

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Research direction
Examine the server's main loop in fedml server manager.py and add a termination condition after the final round, such as checking if the current round equals the total number of rounds.
Tech stack
python
Domain
backendmachine learning
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
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Active
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Clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70