https://mariuslange.com/tag/slurm-sweep/Recent content in slurm-sweep on Marius LangeHugo -- gohugo.ioenmarius.lange.lab@gmail.com (Marius Lange)marius.lange.lab@gmail.com (Marius Lange)© 2026 Marius Lange. This work is licensed under [CC BY-NC-ND 4.0](https://creativecommons.org/licenses/by-nc-nd/4.0/).Thu, 01 May 2025 12:00:00 +0000https://mariuslange.com/post/slurm_sweep_utility/Thu, 01 May 2025 12:00:00 +0000marius.lange.lab@gmail.com (Marius Lange)https://mariuslange.com/post/slurm_sweep_utility/<p>For those of you working on SLURM clusters who struggle with running hyperparameter sweeps, I&rsquo;ve released a small utility package called <a href="https://github.com/quadbio/slurm_sweep" target="_blank" rel="noreferrer">slurm_sweep</a> that might save you some time and effort.</p> <h2 class="relative group">What is slurm_sweep? 🤔 <div id="what-is-slurm_sweep-" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#what-is-slurm_sweep-" aria-label="Anchor">#</a> </span> </h2> <p><code>slurm_sweep</code> is a command-line utility that bridges the gap between <a href="https://wandb.ai/" target="_blank" rel="noreferrer">Weights &amp; Biases (W&amp;B)</a> hyperparameter sweeps and SLURM job arrays. It solved a specific workflow problem I kept encountering: efficiently parallelizing hyperparameter sweeps on cluster infrastructure while keeping experiment tracking organized.</p>