Skip to content
/ kubedl Public
forked from kubedl-io/kubedl

Run your deep learning workloads on Kubernetes more easily and efficiently.

License

Notifications You must be signed in to change notification settings

lwangbm/kubedl

 
 

KubeDL

License FOSSA Status KubeDL Action Status CII Best Practices

KubeDL enables deep learning workloads to run on Kubernetes more easily and efficiently.


KubeDL is a CNCF sandbox project.

Its core functionalities include:

  • Automatically tunes the best container-level configurations before an ML model is deployed as inference services. - Morphling Github
  • Model lineage and versioning to track the history of a model natively in CRD: when the model is trained using which data and which image, each version of the model, which version is running etc.
  • Enables storing and versioning a model leveraging container images. Each model version is stored as its own image and can later be served with Serving framework.
  • Support inference frameworks and training workloads (Tensorflow, Pytorch. Mars etc.)in a single unified controller.

Check the website: https://kubedl.io


License

FOSSA Status

About

Run your deep learning workloads on Kubernetes more easily and efficiently.

Resources

License

Code of conduct

Security policy

Stars

Watchers

Forks

Packages

No packages published

Languages

  • Go 71.4%
  • JavaScript 26.1%
  • Less 1.2%
  • Python 0.4%
  • EJS 0.3%
  • Makefile 0.2%
  • Other 0.4%