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docs: task config policies release note (#10087)
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kkunapuli authored Oct 21, 2024
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**New Features**

- Cluster: Add :ref:`config policies <config-policies>` to enable administrators to set limits on
how users can define workloads (e.g., experiments, notebooks, TensorBoards, shells, and
commands). Administrators can define two types of configurations:

- **Invariant Configs for Experiments**: Settings applied to all experiments within a specific
scope (global or workspace). Invariant configs for other tasks (e.g. notebooks, TensorBoards,
shells, and commands) is not yet supported.

- **Constraints**: Restrictions that prevent users from exceeding resource limits within a
scope. Constraints can be set independently for experiments and tasks.

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