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Add ClearML 1.16.3 release notes (#894)
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title: Version 1.16
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---
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### ClearML SDK 1.16.3
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**New Features and Improvements**
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* Add `--tags` option to `clearml-task` ([ClearML GitHub issue #1284](https://github.com/allegroai/clearml/issues/1284))
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* Add `retries` parameter to `StorageManager.upload_folder()` ([ClearML GitHub issue #1305](https://github.com/allegroai/clearml/issues/1305))
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* Add `clearml-task` and `CreateAndPopulate` support for bash scripts, ipynb, and python modules (requires `clearml-agent v1.9+`)
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* Add support for HTTP file upload progress reporting
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* Add `CLEARML_MULTI_NODE_SINGLE_TASK` (values -1, 0, 1, 2) for easier multi-node single Task workloads
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* Add `Model.original_task` property to models
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* Change `Model.task` property to return connected task
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**Bug Fixes**
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* Fix Kerastuner framework and examples ([ClearML GitHub issue #1279](https://github.com/allegroai/clearml/issues/1279))
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* Fix scalar logging bug with Fire ([ClearML GitHub issue #1300](https://github.com/allegroai/clearml/issues/1300))
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* Fix support passing folder to `Task.get_script_info()` to get the git info
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* Fix `Task.launch_multi_node()` to enforce the parent of sub-tasks to be the master node 0 task
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* Fix tensorboard numpy 2.0 incompatibility breaks binding
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* Fix `Task.launch_multi_node()` not supported when used via Pytorch Lightning
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* Fix Jupyter notebook packages and uncommitted changes are sometimes not fetched
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* Fix `"can't create new thread at interpreter shutdown"` errors (known issue with Python v3.12.0 and other versions)
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* Fix injected task import in `Task.populate()`
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* Fix dataset with external links will not reuse downloaded data from parents
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* Fix hierarchy for pipeline nodes without args
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* Fix when abort callback is set, set task status to stopped only if running locally, otherwise leave it for the Agent to set it
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* Fix `jsonschema` / `referencing` import to include `TypeError` protection
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* Fix Dataset offline behavior
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### ClearML Server 1.16.1
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**Bug Fix**
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