clearml-docs/docs/release_notes/ver_1_4.md

title
Version 1.4

ClearML SDK 1.4.0

New Features

• Add OpenMMLab example ClearML GitHub issue #654
• Add support for saving artifacts with different formats ClearML GitHub issue #634
• Add support for setting reported values for NaN and Inf ClearML GitHub issue #604
• Support more than 500 results in Task.get_tasks() using the fetch_only_first_page argument ClearML GitHub issue #612
• Support links in clearml-data ClearML GitHub issue #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()
• 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 ClearML GitHub PR #628
  • Change package author
  • Change pipeline example to run locally ClearML GitHub PR #642
  • Update Pytorch Lightning example for pytorch-lightning>=v1.6.0 ClearML GitHub PR #650

Bug Fixes

• Fix Keras model config serialization in PatchKerasModelIO ClearML GitHub issue #614
• Fix task.get_parameters_as_dict(cast=True) casts False to True ClearML GitHub PR #622
• Fix Fire integration is not compatible with typing library ClearML GitHub issue #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

ClearML Server 1.4.0

New Features and Improvements

• Allow serving with a URL path prefix ClearML Server GitHub issue #119
• Allow overriding clearml web git url on build ClearML Server GitHub Pull Request #122
• Ensure agent-services waits for API server to be ready ClearML Server GitHub issue #113
• Add filter to UI experiment table "Project" column ClearML GitHub issue #529
• Add filters to UI model table custom metadata columns
• Improve UI table object selection. Add buttons and context menu actions to switch between table and info panel mode
• Add task detail header to UI experiment comparison debug image section addressed in ClearML GitHub issue #81 (comment)
• Improve series name truncation behavior in UI scalar plots ClearML GitHub issue #562

Bug Fixes

• Fix server limiting image and artifact upload size ClearML GitHub issue #606
• Fix server unnecessarily displays deletion error message ClearML Server GitHub issue #112
• Fix UI experiment comparison sections overly wide for many tag experiments ClearML GitHub issue #594
• Fix model name display in UI pipeline run info panel
• Fix UI pipeline run info panel missing artifacts and models sections
• Fix UI pipeline run info panel displays unneeded resource utilization metrics
• Fix UI project cards missing task summary values
• Fix pipeline tag colors can't be changed in UI pipeline page
• Fix pipeline run UI page not displaying pipeline steps ClearML GitHub issue #618
• Fix breadcrumb links don't navigate anywhere
• Fix horizontal scroll in UI experiment table causes column headers to jump
• Fix removing UI table column creates a blank column
• Fix internal server error (500) on events.get_scalar_metrics_and_variants ClearML Server GitHub issue #120