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@SimonCqk SimonCqk released this 05 Nov 04:00
· 250 commits to master since this release
v0.1.0
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Learn about vigilant mode.

v0.1.0 is the first formally release version of KubeDL, including a list of stable features:

  • Support running prevalent ML/DL workloads in a single operator.
  • Support submitting a job with artifacts synced from remote source such as github without rebuilding the image.
  • Support advanced scheduling features such as gang scheduling with pluggable backend schedulers.
  • Instrumented with unified prometheus metrics for different types of DL jobs, such as job launch delay, current number of pending/running jobs.
  • Support job metadata persistency with a pluggable storage backend such as Mysql.
  • Enable specific workload type according to the installed CRDs automatically or through the startup flags explicitly.
  • A modular architecture that can be easily extended for more types of DL/ML workloads with shared libraries, see how to add a custom job workload.

The official docker.io/kubedl/kubedl:v0.1.0 is hosted under dockerhub

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