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PyPI v0.13.3

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@clearml-bot clearml-bot released this 23 Feb 09:22
· 2059 commits to master since this release

Features and Bug Fixes

  • Add binding for tensorboard.summarywriter.addscalars
  • Add Logger.tensorboard_single_series_per_graph() configuration option to allow per-series TensorBoard-like graphs
  • Add docker image interface using Task.set_base_docker() and Task.get_base_docker()
  • Use standard OS environment variables to obtain default credentials for:
    • AWS: AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY and AWS_DEFAULT_REGION
    • Azure: AZURE_STORAGE_ACCOUNT and AZURE_STORAGE_KEY
    • Google: GOOGLE_APPLICATION_CREDENTIALS
  • Add simple dictionary task parameters interface using Task.get_parameters_as_dict() and Task.set_parameters_as_dict() allowing getting and setting parameters for task instances obtained using Task.get_task()
  • Make sure Task.connect() always returns the connected instance passed to it
  • Prefer tensorflow_gpu over tensorflow when inspecting installed packages and recording experiment dependencies
  • Remove title/series naming restrictions (allow $ and .) when reporting metrics
  • Fix incorrect printouts in initialization wizard and upgrade notifications
  • Fix debug images URL for uploaded files with % in their name

Breaking Changes

  • Rename trains.debugging.apply_args() to trains.debugging.apply_logging_args()