clearml-docs/docs/release_notes/ver_1_3.md

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Version 1.3

ClearML Serving 1.3.0

New Features and Improvements

• 20% Overall performance increase
• gRPC channel configuration ClearML Serving GitHub issue #49
• Huggingface Transformer example

Bug fixes

• Fix NumPy compatibility ClearML Serving GitHub issue #47 & #46
• Fix Triton examples ClearML Serving GitHub issue #48
• Add storage environment variables ClearML Serving GitHub PR #45

ClearML Agent 1.3.0

New Features and Improvements

• Support private repos from requirements.txt file ClearML Agent GitHub PR #107
• Bump PyJWT version due to "Key confusion through non-blocklisted public key formats" vulnerability
• Add support for additional command line arguments in k8s glue example
• Add Python 3.10 support

Bug Fixes

• Fix git unsafe directory issue (disable check on cached vcs folder)
• Fix dynamic GPUs with "all" GPUs on the same worker
• Fix broken pytorch setuptools incompatibility (force setuptools < 59 if torch is below 1.11)
• Fix setuptools requirement issue by making sure that if we have "setuptools" in the original required packages, we preserve the line in the pip freeze list
• Fix optional priority packaged always compare lower case package name
• Fix potential requirement installation failure by making pygobject an optional package (i.e. if installation fails continue the Task package environment setup)
• Fix repository URL contains credentials even when agent.force_git_ssh_protocol: true

ClearML Server 1.3.1

Bug Fixes

• Fix scalar graph smoothing ClearML Server GitHub issue #127

ClearML SDK 1.3.2

New Features and Improvements

• Add support for setting reported values for NaN and Inf ClearML GitHub issue #604
• Add reserved OS environments warning
• Add git credentials to colab example ClearML GitHub PR #621
• Add jsonargparse support ClearML GitHub issue #403
• Update autokeras example

Bug Fixes

• Fix sub-project separators are incorrectly quoted in generated URLs ClearML GitHub PR #584
• Revert Optuna deprecation fix ClearML GitHub PR #613
• Fix HPO randomly aborts running tasks before the time limit
• Fix cloud driver overwrites agent.extra_docker_arguments
• Fix Pipeline Controller auto-magic framework connect
• Fix unused scroll is not cleared in Task.get_reported_plots()

ClearML SDK 1.3.1

New Features and Improvements

• Add Python 3.10 support

Bug Fixes

• Update Slack SDK requirement ClearML GitHub issue #597
• Fix fork after task.close() is called ClearML GitHub issue #605
• Fix Azure storage upload ClearML GitHub issue #598
• Fix offline mode crash
• Fix task delete response not checked
• Fix pipeline controller kwargs with list
• Fix PipelineDecorator.debug_pipeline()
• Fix PipelineDecorator example
• Fix Python 3.10 issues
• Fix handling of legacy fileserver (files.community.clear.ml)
• Fix cloud driver may use None credentials
• Fix APIClient worker raises exception when accessing .name attribute
• Fix minimum/default API version setting

ClearML Server 1.3.0

New Features and Improvements

• New UI pipelines page:
  • Pipelines statistics dashboard
  • Pipeline run history: View pipeline structure, run configuration and outputs
  • Pipeline control: Abort/Run pipelines from UI
• Add support for exporting UI table plots in CSV formats ClearML GitHub issue #400
• Improve UI breadcrumbs use of screen real-estate ClearML GitHub issue #529
• Add UI adherence to user specification of plot colors and labels ClearML GitHub issue #518
• Add Model metadata to UI model information (Model table and details page)
• Add multi-selection in UI experiment info-panel mode
• Add labels to workspace credentials
• Add UI Queues "Clear" action
• Add "Show/Hide" controls to UI experiments scalars tab.
• Add Previous/Next controls to UI text area search bars

Bug Fixes

• Fix UI plots do not display Plotly imshow texttemplate ClearML GitHub issue #538
• Fix clicking F5 clears storage credentials from UI settings page
• Fix UI plots "Wall time" horizontal axis option is not working
• Fix disappearing UI full-screen scalar plot
• Fix disappearing object names in table info-panel mode
• Fix clicking "group by" menu in UI experiment scalars page opens the incorrect menu
• Fix disappearing scalar plots in UI experiment comparison page
• Fix hidden custom UI table column is not removed from main column list
• Fix UI plot toolbar missing tools
• Fix UI table plot tools only appear when hovering over the end of the plot
• Fix resizing UI table column causes subsequent columns to thin
• Fix "Tip of the day" window continues appearing after user-requested removal

ClearML SDK 1.3.0

New Features and Improvements

• Add new pipeline visualization support (requires ClearML Server v1.3)
• Support IAM Instance Profile in AWS auto-scaler
• Remove old server API versions support (pre-ClearML Server)
• Restructure FastAI examples

Bug Fixes

• Fix failed catboost bind on GPU ClearML GitHub issue #592
• Fix Optuna n_jobs deprecation warning
• Fix invalid method called on delete() error