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Update release notes
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polyaxon-ci committed Mar 17, 2023
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2 changes: 2 additions & 0 deletions releases/2-0.md
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* **New**: Add new `set_readme` method on run client.
* **New**: Add new notifications/alerts/events layer to the clients to allow sending mid-run events to external systems.
* **New**: Add new `OfflineRunClient` that allows writing, reading, and interacting with persisted runs.
* **New**: Always snapshot a logs to prevent complete loss of logs in case of preemption or unhandled crashes.
* **Breaking**: Drop support for all python versions below 3.7.
* **Enhancement**: Make all libraries compatible with Python 3.11.
* **Enhancement**: Rework the schema and validation layer based on `pydantic`.
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* **Enhancement**: Upgrade pynvml's version for GPU tracking.
* **Enhancement**: Improve log processing and streaming for run managed manually.
* **Enhancement**: Improve tensor/array sanitization.
* **Enhancement**: Fix PytorchLightning tracking callback.

### UI

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