Skip to main content

Version 1.11

ClearML SDK 1.11.1​

New Features and Improvements

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