Comments (2)
You can specify the logging level, even for certain modules. You can also switch off status reporting (the big table).
One example for how to change the log level is in:
https://github.com/awslabs/syne-tune/blob/main/benchmarking/commons/hpo_main_common.py#L134
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If you want to get information out of Syne Tune during an experiment, we have a callback which is quite powerful. See example here:
https://syne-tune.readthedocs.io/en/latest/faq.html#how-do-i-append-additional-information-to-the-results-which-are-stored
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Related Issues (20)
- Unit tests in test_remote_launcher_path are commented out HOT 3
- RemoteLauncher corrupts requirements.txt when not ending with newline HOT 5
- Conditional/Inactive hyperparameters HOT 6
- Troubles with maximising using MORandomScalarizationBayesOpt HOT 4
- Run BOHB/SyncBOHB using lcbench HOT 2
- Open `MultiObjectiveMultiSurrogateSearcher` to additional arguments HOT 2
- Simple example for learning curve plotting HOT 7
- Surprising results of trial values over time HOT 3
- Conditional sampling in configuration space HOT 4
- Using sigterm / catching sigterm to enable checkpointing HOT 10
- Convenience transformation for config spaces HOT 8
- Docs for continuing aborted runs HOT 12
- Hard to find default configurations for schedulers HOT 3
- Difficulties setting rungs / stopping HOT 20
- GP not robust to NaN metric HOT 2
- Direct support for time as a resource? HOT 7
- Acquisition functions in Bayesian optimization HOT 1
- Update Ray dependencies, as dependabot flags them as security vulnerabilities
- Set custom GPU Ids for LocalBackend HOT 2
- [Question] Multiple runs for same parameter values HOT 5
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