--- title: Version 1.11 --- ### ClearML SDK 1.11.1 **New Features and Improvements** * Support `lightning>=2.0` [ClearML GitHub issue #1032](https://github.com/allegroai/clearml/issues/1032) * Add `clearml-init` support for standard HTTP and HTTPS ports in webapp in conjunction with non-default api/files server ports [ClearML Server GitHub issue #198](https://github.com/allegroai/clearml-server/issues/198) * Improve docstrings **Bug Fixes** * Fix remote execution does not log configuration values from modified `jsonargparse` configuration files * Fix `ValueError` when setting task properties at the start of a pipeline component * Fix OS exceptions on passing `Path` where `str` expected * Fix infinite recursion when remotely updating a `dict` added to task with `Task.connect()` * Fix `Task.connect()` race condition overwriting task description with connected input model ### ClearML SDK 1.11.0 **New Features and Improvements** * Add offline mode for ClearML Datasets [ClearML GitHub issue #854](https://github.com/allegroai/clearml/issues/854) * Improve performance of `Dataset.add_external_files()` [ClearML GitHub PR #962](https://github.com/allegroai/clearml/pull/962) * Add `Task.launch_multi_node()` for distributed experiment execution * Add `Task.get_all_reported_scalars()` to fetch all available scalar data * Add `Task.remove_input_models()` to disassociate input models from a task * Improve `Dataset.list_datasets()` to include dataset version in the result * Add support for PyTorch Lightning CLI >=2.0 * Add support for automatic Dataset content preview for JSON files **Bug Fixes** * Fix multiple local parallel experiments conflicting on storage access validation [ClearML GitHub issue #897](https://github.com/allegroai/clearml/issues/897) * Fix code running with `joblib` hangs [ClearML GitHub issue #1009](https://github.com/allegroai/clearml/issues/1009) * Fix comment for storage scheme `gs://` [ClearML GitHub issue #986](https://github.com/allegroai/clearml/issues/986) * Fix typo "Categories per column" [ClearML GitHub PR #1021](https://github.com/allegroai/clearml/pull/1021) * Fix downloading artifacts from GCP when the download URI includes unsafe characters * Fix pipeline step cache is not cleared when the only change to the step is that the docker image changed * Fix `Task.report_text()` sometimes reporting to an incorrect task when multiple tasks run simultaneously * Fix` Task.set_offline(offline_mode=False)` raising an `UnboundLocalError` * Fix `scikit-image` package (`skimage`) is sometimes not detected as a dependency * Fix `PipelineDecorator` sometimes causing a race condition when starting a remote execution ### ClearML Server 1.11.0 **New Features and Improvements** * New model comparison UI: compare model configuration, metrics, and plots * Add Preview tab to UI pipeline for viewing debug samples and plots attached to a pipeline * Add dynamic side panel width in UI experiment artifacts and configuration [ClearML Server GitHub issue #160](https://github.com/allegroai/clearml-server/issues/160) * Add support for embedding following UI resources in reports: * Single-value-scalar table plots * Application dashboard graphs * Model scalars and plots * Add custom columns for model scalars in UI model tables * Add "Return to original resource" button to embedded content in UI reports * Improve image quality when exported as PNG from UI experiments * Add parent task name to UI dataset version info panel * Add support for embedded content in collapsible panel in UI reports * Add dynamic legend to UI project overview metric snapshot - click to view/hide items **Bug Fixes** * Fix UI experiment plot history navigation not working correctly [ClearML GitHub issue #955](https://github.com/allegroai/clearml/issues/955) * Support browser native context menu (via right click) in UI experiment hyperparameters [ClearML GitHub issue #990](https://github.com/allegroai/clearml/issues/990) * Fix `series` argument not in UI experiment debug samples when using `logger.report_media` [ClearML GitHub issue #685](https://github.com/allegroai/clearml/issues/685) * Fix smoothing bar not displayed in UI experiment comparison scalars in full screen mode [ClearML GitHub issue #996](https://github.com/allegroai/clearml/issues/996) * Fix uploading image in UI report raises error [ClearML GitHub issue #1020](https://github.com/allegroai/clearml/issues/1020) * Add mobile device support for UI experiment tab selection * Fix deleting models doesn't remove their weight files from fileserver * Fix "Load More" button does not work in UI experiment comparison "Add Experiment" modal * Fix copying credentials from UI New Credentials modal adds whitespaces to the pasted strings in Firefox * Fix UI tag color list is empty in report page * Fix clicking on UI project card navigates to experiments table instead of project overview * Fix filters do not persist in UI resource card pages (datasets, pipelines, Hyper-Datasets, Reports) * Fix UI experiment table's "Parent" filter not working * Fix UI experiment scalar plot type can't be changed from linear to logarithmic in fullscreen mode * Fix UI tables sort numeric parameters alphabetically instead of numerically * Fix model that has been unarchived remains in UI model archive * Fix failed task configuration is editable * Fix UI Reports page in project view is empty when all projects are in Root project * Fix UI project card does not display all sub-projects * Fix UI experiment table does not display in full page in full screen mode * Fix UI experiment filters do not persist when navigate to archive * Fix missing settings button in UI model scalars * Fix UI running task's artifact selection is reset upon auto-refresh * Fix UI experiment table plot header titles exceed cells * Fix pipeline parameters with long names are cut off in UI "New Run" modal * Fix long-named tags obscure other tags in UI Tag Colors list * Fix long-named experiments cropped in Reset/Delete experiment popup * Fix embedded audio sample's name covers audio controls in UI reports