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@clearml-bot clearml-bot released this 07 Jun 08:16
· 65 commits to main since this release
1.0.0
a12311c
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Stable Release

Notice: This release is not backwards compatible

  • Breaking Changes

    • pre / post processing class functions get 3 arguments, see example
    • Add support for per-request state storage, passing information between the pre/post processing functions

  • Features & Bug fixes

    • Optimize serving latency while collecting statistics
    • Fix metric statistics collecting auto-refresh issue
    • Fix live update of model preprocessing code
    • Add pandas to the default serving container
    • Add per endpoint/variable statistics collection control
    • Add CLEARML_EXTRA_PYTHON_PACKAGES for easier additional python package support (serving inference container)
    • Upgrade Nvidia Triton base container image to 22.04 (requires Nvidia drivers 510+)
    • Add Kubernetes Helm chart
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