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Add clearml 1.8.1 release notes (#378)
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title: Version 1.8
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---
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### ClearML SDK 1.8.1
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**New Features and Improvements**
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* Raise error on failed uploads [ClearML GitHub issue #810](https://github.com/allegroai/clearml/issues/819)
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* Add hyperdataset examples [ClearML GitHub PR #823](https://github.com/allegroai/clearml/commit/f6b9efe54e1246adba4036c56bc6e8a0bdb99948)
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* Change `report_event_flush_threshold` default to 100
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* Add `ModelInfo.weights_object()` to store callback access to the actual model object being stored (valid for both
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pre/post save calls, otherwise `None`)
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* Support `num_workers` in dataset operation
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* Support max connections setting for Azure storage using the `sdk.azure.storage.max_connection` configuration option
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**Bug Fixes**
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* Fix clearml logger default level cannot be changed [ClearML GitHub issue #741](https://github.com/allegroai/clearml/issues/741)
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* Fix Hydra doesn't get overridden information from ClearML [ClearML GitHub issue #751](https://github.com/allegroai/clearml/issues/751)
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* Fix `StorageManager.list(“s3://..”, with_metadata=True)` doesn't work
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* Fix `ModelsList.keys()` is missing
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* Fix `CLEARML_DEFERRED_TASK_INIT=1` doesn't work
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* Fix default API method does not work when set in configuration
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### ClearML SDK 1.8.0
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**New Features and Improvements**
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