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Optimize short runs on compute clusters #26

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PascalIversen opened this issue Feb 25, 2025 · 1 comment
Open

Optimize short runs on compute clusters #26

PascalIversen opened this issue Feb 25, 2025 · 1 comment
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enhancement New feature or request hackathon Something to fix in a hackathon

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@PascalIversen
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Description of feature

Currently, we start a job for every model fitting procedure, which is optimal for compute-intensive model fitting procedures like neural networks. For simpler models, such as naive predictors and linear models, we should consider reverting to a loop or parallel execution on a single node to avoid allocation overhang

@PascalIversen PascalIversen added the enhancement New feature or request label Feb 25, 2025
@JudithBernett
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e.g., for SingleDrugProteomicsElasticNet

@JudithBernett JudithBernett added the hackathon Something to fix in a hackathon label Feb 26, 2025
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Labels
enhancement New feature or request hackathon Something to fix in a hackathon
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