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PyPI v0.14.2
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@clearml-bot clearml-bot released this 28 Apr 12:36
· 1947 commits to master since this release
0.14.2
3f52a60

Features

  • Add media (audio) support for both Logger and Tensorboard binding using Logger.report_media() #120
  • Add autokeras example (see here) #125
  • Add caching of extracted zip artifacts
  • Add Task.get_tasks() filtering support
  • Add trains.storage.StorageManager
  • Add nicer stdout log flush
  • Add text logging to TF V1 example
  • Improve SSL retries and error handling
  • Improve shutdown behavior in case of a user abort (Ctrl-C)
  • Improve repository and module detection
  • Improve resource monitor
    • Report memory usage for process (and sub-processes)
    • Report GPU memory usage for process (and sub-processes)
    • Stability
  • Improve Jupyter support
    • Make sure trains is included in Jupyter requirements
    • Ignore IPython directives in converted Python script (like % and ! lines)
  • Update Pytorch/TensorboardX examples

Bug Fixes

  • Fix renaming/deleting model file right after saving will break asynchronous upload #123
  • Fix shutdown behavior:
    • Logger flush delay and termination
    • Repository/package detection termination
    • Threads termination
  • Fix text encoding utf-8 and pr_curve broken in Tensorboard support
  • Fix single log request exceeds max packet size
  • Fix upload debug assets with series / title including , or / did not add iteration index to the filename
  • Fix scikit-learn module detection
  • Use UID in message if user name cannot be retrieved (from the Trains Slack channel)
  • Fix cast in Tensorflow v2 example
Assets 3
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