allegroai/clearml 0.13.3

PyPI v0.13.3

on GitHub

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()