Scimba

Scimba is a framework used in the Exa-MA project.

Overview

Repository

gitlab.inria.fr/scimba/scimba

License

OSS::MIT

Documentation

scimba.gitlabpages.inria.fr/scimba/

Discussion

1. Exascale Bottlenecks Addressed

B6 Data management B7 Exascale algorithms B9 Resilience, robustness and accuracy B10 Scientific productivity B11 Reproducibility and replicability

2. Criteria Evaluation

2.1. Packaging

Software should be packaged (preferably using Spack or Guix package formats) and published in public repositories.

  • Packages exist

  • Available in Spack

  • Available in Guix-HPC

  • Docker image available

  • Apptainer/Singularity available

2.2. Testing & CI/CD

Software should include validation tests triggered through automated mechanisms.

  • Unit tests exist

  • Continuous Integration configured

  • CI runs on each release

  • Benchmarking tests exist

2.3. Repository & Contributions

  • Public source repository available

  • Supports contributions via pull requests

Repository: gitlab.inria.fr/scimba/scimba

2.4. License

Sources should be published under a clearly-identified free software license.

  • License clearly stated

  • FLOSS license (FSF/OSI conformant)

  • SPDX identifiers used

  • REUSE compliant

  • MIT

2.5. Documentation

  • Documentation exists

  • Easily browsable online

Documentation: scimba.gitlabpages.inria.fr/scimba/

2.6. API Compatibility

  • API changes documented

  • Semantic versioning used

  • Release policy defined

3. Work Packages

This framework is involved in the following work packages:

3.1. WP2

Topics: NN/Autoencoder, PINN Benchmarked in this WP

4. Technical Details

Languages: Python

Parallelism: GPU

Data Formats: in-house format

5. Partners

Lead Partner: Unistra

Consortium: UNISTRA, INRIA

6. Used by Applications

The following Exa-MA applications use Scimba:

Application Type Status

Shape Opt NN

Mini App

Planned