---
title: Version 1.13
---

### ClearML Server 1.13.1

**Bug Fixes**
* Fix GCS credentials keep popping up
* Fix long name overflows onto show/hide button in scalar metric list

### ClearML Server 1.13.0 

**New Features and Improvements**
* Improve UI comparison
  * Add visual comparison of single value scalars [ClearML Server GitHub issue #202](https://github.com/allegroai/clearml-server/issues/202) 
  * Scalar value comparison: metrics are presented in a single table [ClearML GitHub issue #760](https://github.com/allegroai/clearml/issues/760)
  * Add global experiment legend: Experiment name, tags and color [ClearML GitHub issue #81](https://github.com/allegroai/clearml/issues/81)
  * Clickable URLs/object IDs in experiment details comparison [ClearML GitHub issue #1073](https://github.com/allegroai/clearml/issues/1073)
* 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](https://github.com/allegroai/clearml-server/issues/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](https://github.com/allegroai/clearml/issues/1111)
* Fix UI pipeline step duration does not update during runtime [ClearML GitHub issue #1090](https://github.com/allegroai/clearml/issues/1090)
* Fix UI experiment comparison parallel coordinates plot crops the metric and parameter names [ClearML GitHub issue #1111](https://github.com/allegroai/clearml/issues/1111)
* Fix hidden experiments appear in UI All Experiments search results [ClearML GitHub issue #1139](https://github.com/allegroai/clearml/issues/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](https://github.com/allegroai/clearml/issues/1130)
* Support `lightgbm` model loading from a string [ClearML GitHub issue #1135](https://github.com/allegroai/clearml/issues/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](https://github.com/allegroai/clearml/blob/e6f1cc8a5c65f7007cf6452745d09795e776a548/examples/reporting/config_files.py)
* Support raising `LoginError` when initializing
* Add HuggingFace Transformers example [ClearML GitHub PR #1146](https://github.com/allegroai/clearml/pull/1146)
* Improve docstrings for tag filters
* Add a security policy file to the repository [ClearML GitHub issue #1148](https://github.com/allegroai/clearml/issues/1148)


**Bug Fixes**
* Fix Google Storage subdir path in bucket URL breaks validation [ClearML GitHub PR #1117](https://github.com/allegroai/clearml/pull/1117)
* Fix jsonschema `DeprecationWarning` in newer versions [ClearML GitHub PR #1128](https://github.com/allegroai/clearml/pull/1128)
* Fix `task.set_script(diff="")` does not clear the uncommitted changes [ClearML GitHub issue #1106](https://github.com/allegroai/clearml/issues/1106)
* Fix parallel dataset verification fails on older Python versions [ClearML GitHub issue #1144](https://github.com/allegroai/clearml/issues/1144)
* Fix `attrs.__version__` deprecation warning [ClearML GitHub issue #1145](https://github.com/allegroai/clearml/issues/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](https://github.com/allegroai/clearml/issues/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](https://github.com/allegroai/clearml/issues/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](https://github.com/allegroai/clearml/issues/1096)

**Bug Fixes**
* Fix model reporting in TensorFlow 2.13 does not work properly [ClearML GitHub issue #1112](https://github.com/allegroai/clearml/issues/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`