clearml-docs/docs/release_notes/ver_1_11.md

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Version 1.11

ClearML SDK 1.11.1

New Features and Improvements

• Support lightning>=2.0 (ClearML GitHub issue #1032)
• Add clearml-init support for standard HTTP and HTTPS ports in webapp in conjunction with non-default api/files server ports (ClearML Server GitHub issue #198)
• Improve docstrings

Bug Fixes

• Fix remote execution does not log configuration values from modified jsonargparse configuration files
• Fix ValueError when setting task properties at the start of a pipeline component
• Fix OS exceptions on passing Path where str expected
• Fix infinite recursion when remotely updating a dict added to task with Task.connect()
• Fix Task.connect() race condition overwriting task description with connected input model

ClearML SDK 1.11.0

New Features and Improvements

• Add offline mode for ClearML Datasets (ClearML GitHub issue #854)
• Improve performance of Dataset.add_external_files() (ClearML GitHub PR #962)
• 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

Bug Fixes

• Fix multiple local parallel experiments conflicting on storage access validation (ClearML GitHub issue #897)
• Fix code running with joblib hangs (ClearML GitHub issue #1009)
• Fix comment for storage scheme gs:// (ClearML GitHub issue #986)
• Fix typo "Categories per column" (ClearML GitHub PR #1021)
• 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

ClearML Server 1.11.0

New Features and Improvements

• New model comparison UI: compare model configuration, metrics, and plots
• Add Preview tab to UI pipeline for viewing debug samples and plots attached to a pipeline
• Add dynamic side panel width in UI experiment artifacts and configuration (ClearML Server GitHub issue #160)
• Add support for embedding following UI resources in reports:
  • Single-value-scalar table plots
  • Application dashboard graphs
  • Model scalars and plots
• Add custom columns for model scalars in UI model tables
• Add "Return to original resource" button to embedded content in UI reports
• Improve image quality when exported as PNG from UI experiments
• Add parent task name to UI dataset version info panel
• Add support for embedded content in collapsible panel in UI reports
• Add dynamic legend to UI project overview metric snapshot - click to view/hide items

Bug Fixes

• Fix UI experiment plot history navigation not working correctly (ClearML GitHub issue #955)
• Support browser native context menu (via right click) in UI experiment hyperparameters (ClearML GitHub issue #990)
• Fix series argument not in UI experiment debug samples when using logger.report_media (ClearML GitHub issue #685)
• Fix smoothing bar not displayed in UI experiment comparison scalars in full screen mode (ClearML GitHub issue #996)
• Fix uploading image in UI report raises error (ClearML GitHub issue #1020)
• Add mobile device support for UI experiment tab selection
• Fix deleting models doesn't remove their weight files from fileserver
• Fix "Load More" button does not work in UI experiment comparison "Add Experiment" modal
• Fix copying credentials from UI New Credentials modal adds whitespaces to the pasted strings in Firefox
• Fix UI tag color list is empty in report page
• Fix clicking on UI project card navigates to experiments table instead of project overview
• Fix filters do not persist in UI resource card pages (datasets, pipelines, Hyper-Datasets, Reports)
• Fix UI experiment table's "Parent" filter not working
• Fix UI experiment scalar plot type can't be changed from linear to logarithmic in fullscreen mode
• Fix UI tables sort numeric parameters alphabetically instead of numerically
• Fix model that has been unarchived remains in UI model archive
• Fix failed task configuration is editable
• Fix UI Reports page in project view is empty when all projects are in Root project
• Fix UI project card does not display all sub-projects
• Fix UI experiment table does not display in full page in full screen mode
• Fix UI experiment filters do not persist when navigate to archive
• Fix missing settings button in UI model scalars
• Fix UI running task's artifact selection is reset upon auto-refresh
• Fix UI experiment table plot header titles exceed cells
• Fix pipeline parameters with long names are cut off in UI "New Run" modal
• Fix long-named tags obscure other tags in UI Tag Colors list
• Fix long-named experiments cropped in Reset/Delete experiment popup
• Fix embedded audio sample's name covers audio controls in UI reports