alibaba / alibaba/FederatedScope
Unable to run demo in hyperparameter optimization
- Dominant language
- Python
- Stars
- 1.5k
- Forks
- 261
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- No merged PRs in 30d
Description
**Describe the bug**
HPO demo https://federatedscope.io/docs/use-hpo/
**To Reproduce**
Steps to reproduce the behavior:
https://federatedscope.io/docs/use-hpo/#an-hands-on-exercise
```
python federatedscope/hpo.py --cfg scripts/example_configs/toy_rs.yaml
```
**Expected behavior**
https://federatedscope.io/docs/use-hpo/#an-hands-on-exercise
**Screenshots**
```
2024-01-25 10:55:55,376 (cfg_fl_setting:221)WARNING: We found the number of gpu is insufficient, thus cfg.federate.process_num=0
Traceback (most recent call last):
File "/Users/xxf/code/FederatedScope/federatedscope/hpo.py", line 34, in
update_logger(init_cfg, clear_before_add=True)
File "/Users/xxf/code/FederatedScope/federatedscope/core/auxiliaries/logging.py", line 125, in update_logger
f" {socket.gethostbyname(socket.gethostname())}")
socket.gaierror: [Errno 8] nodename nor servname provided, or not known
```
**Desktop (please complete the following information):**
- OS: Mac
- Version 14.2.1
Contributor guide
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Research direction
Start with federatedscope/hpo.py at line 34 and federatedscope/core/auxiliaries/logging.py at line 125, then run the documented command with scripts/example_configs/toy_rs.yaml. Check the HPO demo instructions and verify that the demo runs on the reported Mac environment without the socket.gaierror.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100