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docs: add release notes for 0.21.1 (#6530)
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azhou-determined authored Apr 11, 2023
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53 changes: 51 additions & 2 deletions docs/release-notes.rst
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Version 0.21
**************

Version 0.21.1
==============

**Release Date:** April 11, 2023

**Breaking Change**

- Remove old master logs ``/logs`` endpoint. Users should use ``/api/v1/master/logs`` instead.

**Bug Fixes**

- Fix an issue introduced in 0.19.9 where ``task_container_defaults`` for the default resource
pools were not respected for experiments and tasks unless they specified the resource pool name
explicitly.

- Checkpoints: Fix an issue where checkpoint insertion on a cluster with a lot of checkpoints and
reported metrics could take a long time.

- Kubernetes: Fix a crash affecting zero-slot workloads when ``resources.limits`` and
``resources.requests`` overrides were explicitly specified in the pod spec.

**Deprecated Features**

- HDFS checkpoint storage support has been deprecated and will be removed in a future version.
Please contact Determined if you still need it, or else migrate to a different storage backend.

**Improvement**

- Cluster: Add HPC Launcher support for JVM resource configuration.

- The master configuration option ``resource_manager.launcher_jvm_args`` can be used to override
the default HPC Launcher JVM heap configuration. This support requires HPC Launcher version
3.2.6 or greater.

**New Features**

- Python SDK: Add methods for efficient export of training and validation metrics to the Python
SDK. The methods are listed below.

- :meth:`~determined.experimental.client.stream_trials_training_metrics`
- :meth:`~determined.experimental.client.stream_trials_validation_metrics`
- :meth:`~determined.experimental.client.TrialReference.stream_training_metrics`
- :meth:`~determined.experimental.client.TrialReference.stream_validation_metrics`

**Removed Features**

- The separate ``det-deploy`` executable was deprecated in 0.15.0 (April 2021) and is now removed.
Use the ``det deploy`` subcommand instead.

Version 0.21.0
==============

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**Improvements**

- CLI: Command-line deployments will now default to provisioning Nvidia T4 GPU instances instead of
K80 instances. This change is intended to improve the performance/cost and driver support of
the default deployment.
K80 instances. This change is intended to improve the performance/cost and driver support of the
default deployment.

- Kubernetes: Ease permission requirements in Kubernetes so master no longer requires access to all
Kubernetes namespaces. This only affects custom modified Helm chart configurations.
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11 changes: 0 additions & 11 deletions docs/release-notes/metric-stream.rst

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