mirror of
https://github.com/clearml/clearml-docs
synced 2025-01-31 14:37:18 +00:00
59 lines
4.0 KiB
Markdown
59 lines
4.0 KiB
Markdown
---
|
|
title: Version 1.14
|
|
---
|
|
|
|
### ClearML SDK 1.14.0
|
|
**New Features and Improvements**
|
|
* Add support for decorated pipeline steps [ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154)
|
|
* Improve `torch.distributed` behavior and auto-detect Huggingface accelerate distributed execution
|
|
* Improve `jsonargparse` integration: `_ignore_ui_overrides_` argument added for enabling/disabling
|
|
overriding configuration file entries
|
|
* Add `raise_on_error` parameter to `Model.update_weights()` and `Model.update_weights_package()`
|
|
* Add HPO multi-objective optimization support by specifying multiple optimization objectives to the HyperParameterOptimizer class
|
|
* Improve pipelines from functions: libraries used by pipeline steps no longer have to be imported in the step itself
|
|
and can be imported globally instead
|
|
* Support clearing repository details in `Task.set_repo()`
|
|
* Auto-detect `tensorflow-intel` as `tensorflow`
|
|
* Add support for auto-detecting `torch` and transformers `accelerate` distributed execution
|
|
* Add tabular data multi-stage pipeline process example
|
|
|
|
**Bug Fixes**
|
|
* Fix `langchain` integration [ClearML GitHub issues #1124](https://github.com/allegroai/clearml/issues/1124) and [ClearML GitHub issue #1126](https://github.com/allegroai/clearml/issues/1126)
|
|
* Fix using `target_project` with `TaskScheduler.add_task()` corrupts project if used with pipelines [ClearML GitHub issue #1137](https://github.com/allegroai/clearml/issues/1137)
|
|
* Fix `PipelineController.add_function_step()` fails when adding custom decorated step [ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154)
|
|
* Fix `jsonargparse` binding does not capture parameters before `Task.init()` is called [ClearML GitHub issue #1164](https://github.com/allegroai/clearml/issues/1164)
|
|
* Fix invalid `jsonargparse` arguments should be deleted
|
|
* Fix handling of appended parameters to Hydra defaults list
|
|
* Fix `Task.set_repo()` and `Task.set_packages()` do not wait for automatic asynchronous repository detection
|
|
* Fix active GPU filtering in resource monitor to support GPU ID and not just GPU idx
|
|
* Fix misleading error raised when using the SDK with no configuration file or an invalid configuration file
|
|
* Fix process sometimes hangs issue by improving exit and exception handlers, unregistering signal handling in child
|
|
processes except for the `BackgroundMonitor`
|
|
|
|
### ClearML Server 1.14.0
|
|
|
|
**New Features and Improvements**
|
|
* New UI experiment table comparative view: compare plots and scalars of all selected experiments
|
|
* Add UI experiment display of original python requirements along with actual packages used [ClearML GitHub issue #793](https://github.com/allegroai/clearml/issues/793)
|
|
* Add UI project metric snapshot support for multiple metrics
|
|
* Add compressed UI experiment table info panel mode displaying only experiment name and status
|
|
* Add "x unified" hover mode to UI plots
|
|
* Add experiment hyperparameter UI section dataset IDs link to datasets page
|
|
* Make all URLs clickable in UI experiment artifacts
|
|
* Redesign WebApp tabs: tabs now appear in UI header
|
|
* Add option to force setting original task as clone's parent when cloning a task
|
|
|
|
**Bug Fixes**
|
|
* Fix CVE-2023-45133 Web App vulnerability
|
|
* Fix "select all" in UI dataset archive displays count of all archived and unarchived experiments
|
|
* Fix hyperparameter keys with dots in their names displayed incorrectly in UI experiment table and task info
|
|
* Fix UI experiment scalar comparison raising error
|
|
* Fix "Project" column redundantly appears inside a specific project's model table
|
|
* Fix UI models with many labels slowing down web app
|
|
* Fix simple UI plots (scatter, bar, etc.) in experiment comparisons not merging by experiment
|
|
* Fix UI pipeline details panel does not display information
|
|
* Fix UI plot "Show/hide" legend button sometimes disappears
|
|
* Fix can't select root project in UI report creation modal when workspace has no projects
|
|
* Fix "load more" button displayed unnecessarily in UI object tables
|
|
* Fix archive action in UI dataset table archives unselected datasets
|