facebookincubator/submitit
Python 3.8+ toolbox for submitting jobs to Slurm observed · 2026-08-28
Health v2 · maintenance only
51/100
- Activity 62
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2322
- days_rel: n/a
- days_push: 231
- n_releases_24m: 0
Adoption not part of the score
1635 stars · 149 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Submitit is a lightweight Python library for submitting Python functions as jobs to a Slurm cluster, wrapping submission and providing access to results and logs. It allows seamless switching between local execution and Slurm cluster execution.
Use cases
- submit python functions to a slurm cluster
- run machine learning training jobs on hpc
- schedule batch computations on a cluster
- run experiments in parallel on slurm
- switch between local and cluster execution seamlessly
- checkpoint and resume long-running cluster jobs
When to choose
- you have access to a Slurm cluster and want to run Python code on it
- you want a simple Pythonic API for job submission with log and result access
- you need checkpointing and error handling for cluster jobs
- you want to develop locally and run on Slurm with minimal code changes
When to avoid
- your cluster uses a scheduler other than Slurm
- you need a full workflow manager with complex DAG dependencies
- you are not working in Python
Facets
library · maturity active
workflow-automation scheduling developer-tools developer-tools infrastructure-as-code machine-learning microservices python cli slurm job-submission hpc cluster-computing batch-jobs linux
2 sources
- readme: https://github.com/facebookincubator/submitit · fetched 2026-08-28 · 9e3bda3d1147
- registry_pypi: https://pypi.org/pypi/submitit/json · fetched 2026-08-29 · fcb2760dc238
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| facebookincubator/submitit | main | 51 |
For agents
markdown · JSON · MCP: product_card(name="facebookincubator/submitit")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem