allegroai/clearml v1.11.0

PyPI v1.11.0 - ClearML

on GitHub

New Features and Improvements

• Add offline mode for ClearML Datasets (#854)
• Improve performance of Dataset.add_external_files() (#962, thanks @john-zielke-snkeos!)
• Add Task.launch_multi_node() for distributed experiment execution
• Add Task.get_all_reported_scalars() to fetch all available scalar data
• Add Task.remove_input_models() to disassociate input models from a task
• Improve Dataset.list_datasets() to include dataset version in the result
• Add support for PyTorch Lightning CLI >=2.0
• Add support for automatic Dataset content preview for JSON files
• Improve docstrings

Bug Fixes

• Fix multiple local parallel experiments conflicting on storage access validation (#897)
• Fix code running with joblib hangs (#1009)
• Fix comment for storage scheme gs:// (#1018, thanks @pzarfos!)
• Fix typo "Categories per column" (#1021, thanks @antonaleks!)
• Fix downloading artifacts from GCP when the download URI includes unsafe characters
• Fix pipeline step cache is not cleared when the only change to the step is that the docker image changed
• Fix Task.report_text() sometimes reporting to an incorrect task when multiple tasks run simultaneously
• Fix Task.set_offline(offline_mode=False) raising an UnboundLocalError
• Fix scikit-image package (skimage) is sometimes not detected as a dependency
• Fix PipelineDecorator sometimes causing a race condition when starting a remote execution