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Improve surrogate evaluation
- #49
#49
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robin-janssen
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Aug 13, 2025
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Improve surrogate evaluation
#49
robin-janssen
merged 16 commits into
main
AstroAI-Lab/CODES-Benchmark:main
from
improve-surrogate-evaluation
AstroAI-Lab/CODES-Benchmark:improve-surrogate-evaluation
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Commits on Aug 5, 2025
cleanups and new hyperparams
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threading for more accurate inference time measurement
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new tuning evaluation using hypervolume (i.e., area) covered by pareto front
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refine database handling for remote pg server
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improved handling of OOM failures during hyperparameter tuning
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fix saving of arrays for per-species normalisation to yaml
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Commits on Aug 11, 2025
new hyperparameter outcomes
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small fixes
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more new optimal hyperparams
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implement hyperparameter finetuning mode
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bugfixes
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improve hyperparam parsing for model saving
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Merge branch 'improve-surrogate-evaluation' of https://github.com/robin-janssen/CODES-Benchmark into improve-surrogate-evaluation
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optimal hyperparameters for cloud_parametric
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change codecov badge to main branch
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fix tests
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