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v0.8.0

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@srinivas212 srinivas212 released this 19 Aug 15:53
· 2417 commits to main since this release
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CloudAI v0.8 release notes

Compatibility

CloudAI v0.8 has been tested with: PyTorch/JAX NGC Container 24.05, NCCL 2.19/2.21, and SPC-X 1.1.

Key Features and Enhancements:

  • Applied the registry pattern to enhance the flexibility and scalability of CloudAI.
  • Extensive unit and integration testing framework using PyTest
  • Enhanced error messages and user guide to improve user experience, helping users troubleshoot issues swiftly.
  • Enhanced the installation feature, focusing on Slurm systems.

What’s next

  • Improve schema for easier validation
  • Support automated grading mechanism
  • Support K8S scheduler
  • Support preflight and post-flight tests