allegroai/clearml 0.14.2

PyPI v0.14.2

on GitHub

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