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clearml-docs/docs/release_notes/ver_1_13.md

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Version 1.13

ClearML Server 1.13.0

New Features and Improvements

  • Improve UI comparison
  • UI Search improvements
    • Dashboard search results ordered by update time
    • Top bar search query saved in URL
  • Improve UI experiment debug sample iteration fetching speed ClearML Server GitHub issue #170
  • Add UI cloud credentials support for GCS signed URLs with HMAC authentication
  • Add Experiment plot UI support for displaying subplots

Bug Fixes

  • Fix UI single-value scalars table does not display all single-value scalars ClearML GitHub issue #1111
  • Fix UI pipeline step duration does not update during runtime ClearML GitHub issue #1090
  • Fix UI experiment comparison parallel coordinates plot crops the metric and parameter names ClearML GitHub issue #1111
  • Fix hidden experiments appear in UI All Experiments search results ClearML GitHub issue #1139
  • Fix disabled graphs in UI scalars reappear in full-screen mode
  • Fix UI auto-refresh sometimes causes many error message to be raised
  • Fix "All" tag filter not working in UI object pages
  • Fix tag filter in UI dataset page does not persist on refresh
  • Fix scalars and plots are not displayed in UI model page
  • Fix UI pipeline step status does not update
  • Fix UI experiment comparison plots don't display all experiments in legend
  • Fix UI Model Lineage tab sometimes doesn't display models
  • Fix some plots present partial data in UI experiment comparison plots
  • Fix clicking URL of deleted UI report navigates to empty page
  • Fix applying UI tag in bulk raises an error
  • Fix task IDs appear multiple times in UI task comparison plot legends
  • Fix UI project filter in All Experiments table takes a long time load
  • Fix custom columns in UI tables do not persist on refresh
  • Fix UI report card missing creating user's name
  • Fix new tag is not displayed in "Add Tag" table action menu until page refresh
  • Fix clicking on worker name in Orchestration page's Queue info panel does not navigate to the worker's info panel
  • Fix clicking on older empty UI datasets redirects to 404 page
  • Fix experiment names don't appear in the plot legend in UI experiment comparison scalar plots grouped by metric
  • Fix task ID does not appear in UI task comparison plots of tasks with the same name
  • Fix UI scalar comparison's Horizontal Axis, Smoothing, and Group by selections do not persist upon experiment selection modification
  • Fix UI scalars sometimes missing plots in Chrome
  • Fix values can't be input into the UI scalar smoothing field
  • Fix UI experiment configuration is sometimes not editable
  • Fix UI project name tooltips don't appear for projects with long names
  • Fix debug samples appear in UI experiment only after refresh
  • Fix cropped names in tag list in "Add Tag" action in UI table action menu
  • Fix UI experiment configuration tooltip obscure the "Edit" button

ClearML SDK v1.13.2

New Features and Improvements

  • Support parallel dataset verification ClearML GitHub issue #1130
  • Support lightgbm model loading from a string ClearML GitHub issue #1135
  • Add support for Hydra command-line syntax for modifying omegaconf
  • Add support for setting output_uri in pipeline decorators and functions
  • Add more visibility when overriding jsonargparse arguments
  • Use StorageManager cache when downloading models
  • Support parsing GS credentials as a JSON string if they do not point to a JSON file
  • Support ignoring default_output_uri on remote runs when Task.init(output_uri=False) was specified and the backend task data has no output_uri specified
  • Add configuration files logging example
  • Support raising LoginError when initializing
  • Add HuggingFace Transformers example ClearML GitHub PR #1146
  • Improve docstrings for tag filters
  • Add a security policy file to the repository ClearML GitHub issue #1148

Bug Fixes

  • Fix Google Storage subdir path in bucket URL breaks validation ClearML GitHub PR #1117
  • Fix jsonschema DeprecationWarning in newer versions ClearML GitHub PR #1128
  • Fix task.set_script(diff="") does not clear the uncommitted changes ClearML GitHub issue #1106
  • Fix parallel dataset verification fails on older Python versions ClearML GitHub issue #1144
  • Fix attrs.__version__ deprecation warning ClearML GitHub issue #1145
  • Fix Task.get_parameters_as_dict(cast=True) raises a YAML parser error
  • Fix potential threading issues when setting self.lock to None
  • Fix pipeline version is not displayed in the table view and version list
  • Fix displayed pipeline run time in pipeline components is not the same as that shown in the info tab in full detail
  • Fix Model.connect() in remote execution might result in the wrong model being connected
  • Fix exception raised on ConnectionError (which actually indicates that a read has timed out, and should be retried)
  • Fix missing configuration error not raised in certain cases
  • Fix loading queues containing metadata fails due to an incorrect queue metadata scheme
  • Fix pyjwt requirements for Python < 2.9
  • Fix pipeline examples

ClearML SDK 1.13.1

Bug Fixes

  • Fix Hydra overrides integration ClearML GitHub issue #1120
  • Fix GPU memory used reports 0 when memory can not be queried per process (edge case)

ClearML SDK 1.13.0

New Features

  • Add support for recursive list, dict, and tuple ref parsing for PipelineController.add step() parameter overrides ClearML GitHub issue #1089
  • Update PyNVML to the latest NVIDIA version for better GPU monitoring
  • Add force_single_script_file argument to Task.create() to avoid git repository auto detection
  • Use os.register_at_fork instead of monkey patching fork for python>3.6
  • Add support to programmatically archive and unarchive models from the model registry using the Model.archive() and Model.unarchive() methods ClearML GitHub issue #1096

Bug Fixes

  • Fix model reporting in TensorFlow 2.13 does not work properly ClearML GitHub issue #1112
  • Fix GPU memory used reports 0 when memory can not be queried per process
  • Fix FastAI binding not reporting scalars if TensorBoard is installed
  • Fix JSON serialization error does not raise exception
  • Fix OutputModel should prefer connected task name over filename stem
  • Fix dataset zip extraction might fail when creating folders concurrently (with Exception [Errno 17] File exists warning)
  • Fix import sys should not appear in pipeline component auto-detected packages
  • Fix compatibility issue with requests<2.28