Add clearml-server 1.12.0 release notes (#625)

docs/release_notes/ver_1_12.md

@@ -2,6 +2,74 @@
 title: Version 1.12
 ---
 
+### ClearML Server 1.12.0
+
+**New Features and Improvements**
+* Additional UI cloud storage access options:
+  * Support for AWS S3 temporary access tokens [ClearML GitHub issue #200](https://github.com/allegroai/clearml-server/issues/200) & [ClearML Web GitHub issue #52](https://github.com/allegroai/clearml-web/issues/52)
+  * Support credentials for private GCS buckets
+* Add multiple smoothing algorithms to UI scalar plots [ClearML GitHub issue #996](https://github.com/allegroai/clearml/issues/996)
+  * Running average
+  * Exponential running average
+  * Gaussian
+* Add exporting UI object table data in CSV format [ClearML GitHub issue #882](https://github.com/allegroai/clearml/issues/882)
+* Increase console log page size [ClearML Web GitHub PR #58](https://github.com/allegroai/clearml-web/pull/58)
+* Add Python executable to UI experiment execution tab
+* Improve naming scheme for UI plots download as PNG: files are saved with same name as plot object
+* Add keyboard arrow-key controls for UI "Add tag" menu
+* Add full screen mode to UI model details
+* Add zoom functionality to UI experiment overview metric snapshot display
+* Improve UI task type icons for easier distinction
+* Add iteration specification to plots in task comparison plots page
+  
+**Bug Fixes**
+* Fix handling of the subpaths with nginx templating [ClearML Server GitHub PR #204](https://github.com/allegroai/clearml-server/pull/204)
+* Fix fullscreen single-iteration plot displays history slider [ClearML GitHub issue #909](https://github.com/allegroai/clearml/issues/909)
+* Fix UI new project modal does not accept Azure URLs for default output destination field [ClearML GitHub issue #1047](https://github.com/allegroai/clearml/issues/1047)
+* Fix missing "Description" column in UI dataset version table
+* Fix UI scalar plots notation for small and large scale values
+* Fix UI experiment comparison does not display experiments' last reported iterations
+* Fix double click in UI object table does not open object details page
+* Fix UI Redacted Arguments allows adding whitespace-only strings
+* Fix "Clear all filters" button not working
+* Fix new tags not displayed in UI table tag filters
+* Fix long named tag can't be removed from UI experiment
+* Fix UI table searches return incorrect results when new table filters are applied
+* Fix UI experiment table "All matching filter" selection does not work with custom HyperParameter filter
+* Improve UI comparison pages item selection modal:
+  * Fix non-persistent filters
+  * Fix user filter does not display all users
+  * Fix project filter doesn't display selected projects on top
+  * Fix empty "User" filter in experiment
+  * Fix plots merged inappropriately instead of being displayed side-by-side
+  * Fix missing legend in scatter plots
+  * Fix missing plots when the compared experiments have more than 500 plots cumulatively
+* Fix UI experiment line plot comparison:
+  * Fix changing single line color changes color of multiple lines in plot
+  * Fix hiding single line hides multiple lines in plots
+  * Fix compared plots incorrectly display same name
+* Fix UI objects can be renamed with blank spaces
+* Fix hidden UI graph reappears in plot when smoothing values are changed
+* Fix missing search bar in UI pipelines "New Run" modal's "Execution Queue" field
+* Fix "Restore from archive" button not displayed in context menu of UI Model archive table
+* Fix "All" tag filter not working in UI object tables
+* Fix UI allows adding empty tags
+* Fix resetting pairs of experiments in UI freezes screen
+* Fix missing tag list in "Add Tag" action in UI table action bar
+* Fix UI report shareable link copied from report page opens to page with error
+* Fix UI pages not loading after updating project overview
+* Fix missing download button in UI experiment video debug samples
+* Fix UI embedded resources for experiment comparison table plots display incomplete information
+* Fix UI table action bar displayed when no objects are selected
+* Fix UI project search bar results do not include sub-projects
+* Fix error when removing deleted task from UI queue
+* Fix UI report remains in root project after it is moved to another project
+* Fix missing filter button in UI models table "Updated" column
+* Fix UI experiment comparison hyperparameter parallel coordinate plot metric and parameter selections do not persist on refresh
+* Fix UI generated resource embed codes do not maintain plot's x-axis units
+* Fix long model names obscure model page menu
+* Fix some model details missing in UI experiment artifacts
+
 ### ClearML SDK 1.12.0 
 
 :::info BREAKING CHANGES
@@ -11,7 +79,7 @@ GCS from ClearML SDK versions 1.11.0 to 1.11.1, see
 the instructions [here](https://github.com/allegroai/clearml/tree/master/docs/errata_breaking_change_gcs_sdk_1_11_x.md).
 :::
 
-**New Features**
+**New Features and Improvements**
 * Add `include_archive` parameter to `Dataset.list_datasets()`: include archived datasets in list [ClearML GitHub issue #1067](https://github.com/allegroai/clearml/issues/1067)
 * Add support to specify the multipart chunk size and threshold using the `aws.boto3.multipart_chunksize` and 
 `aws.boto3.multipart_threshold` configuration options in the clearml.conf [ClearML GitHub issue #1058](https://github.com/allegroai/clearml/issues/1058)