PyPI v1.4.0 - ClearML

New Features

• Add OpenMMLab example #655 (thanks @zhouzaida!)
• Add support for saving artifacts with different formats #634
• Add support for setting reported values for NaN and Inf #604
• Support more than 500 results in Task.get_tasks() using the fetch_only_first_page argument #612
• Support links in clearml-data #585
• Support deferred task initialization using Task.init() argument deferred_init (beta feature)
• Support resuming experiments when importing an Offline session
• Add --import-offline-session command line option to clearml-task
• Support automatically logging Tensorboard Hparams
• Add wildcard support for model auto-logging, see Task.init() (ClearML Slack)
• Add support for Lightning CLI
• Support None values in Task.connect()
• Add Model.project getter/setter
• Add support for Task progress indication
• Datasets
  • Improve Dataset version table
  • Add warning to Dataset creation on current Task
• Examples and documentation
  • Add manual seaborn logging example #628
  • Change package author
  • Change pipeline example to run locally #642
  • Update Pytorch Lightning example for pytorch-lightning>=v1.6.0 #650

Bug Fixes

• Fix Keras model config serialization in PatchKerasModelIO #616 (thanks @bzamecnik!)
• Fix task.get_parameters_as_dict(cast=True) casts False to True #622 (thanks @bewt85!)
• Fix Fire integration is not compatible with typing library #610
• Fix remote execution with argparse mutually exclusive groups raises "required" error even when no argument is required
• Fix Hydra tasks never fail and are only set to completed (fix handling return code)
• Fix clearml-data wildcard support
• Fix HPO randomly aborts running tasks before the time limit
• Fix matplotlib capture
• Fix issue with accessing images in projects containing /
• AutoScaler
  • Fix resource name with a prefix matching a resource type may cause the auto-scaler to avoid spinning down idle instances
  • Fix Idle workers should contain resource name and not instance type
• Fix backwards compatibility issue when using abstractmethod
• Matplotlib
  • Fix uploading 3D plots with matplotlib plt shows 2D plot on task results page
  • Fix wrong Histogram plotting using when matplotlib
• Fix PyTorch ScriptModule autobind
• Fix PyTorch auto-magic logging torchscript models
• Fix forked process will not call _at_exit and flush all outstanding reports
• Fix matplotlib to plotly conversion fails on subplots (convert as image if figure has subplots)
• Fix Windows sub process might end up waiting forever for uploads to finish if subprocess is very shot lived
• Fix StorageManager.get_local_copy() returning None for a valid path in Windows
• Fix Jupyter notebook cannot be detected
• Fix PipelineController does not change node Task name, only pipeline step name
• Fix Task.query_tasks() specifying page size or page number