--- title: Version 1.11 --- ### ClearML 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 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