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docs: Minor edits to release notes for 0.14.0.
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(cherry picked from commit f5947a1)
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determined-dsw committed Feb 5, 2021
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Expand Up @@ -41,6 +41,11 @@ Version 0.14.0

**Improvements**

- **Breaking Change** REST API: The trial and checkpoint API endpoints
can now return non-scalar metric values, which are represented as
JSON objects or `protobuf structs
<https://developers.google.com/protocol-buffers/docs/reference/google.protobuf#google.protobuf.Struct>`__.

- Documentation: Add a topic guide on :ref:`debugging models
<model-debug>`. The new guide will walk you step-by-step through
solving problems with a model in Determined, with a focus on testing
Expand All @@ -51,11 +56,6 @@ Version 0.14.0
<commands-and-shells>`. It describes how to use Determined's support
for managing GPU-powered batch commands and interactive shells.

- **Breaking Change** Metrics: The trial and checkpoint API endpoints
can now return non-scalar metric values, which are represented as
JSON objects or `protobuf structs
<https://developers.google.com/protocol-buffers/docs/reference/google.protobuf#google.protobuf.Struct>`__.

- PyTorch: Upgrade the default PyTorch version to 1.7.0.

- TensorFlow: Upgrade the default TensorFlow versions to 1.15.5 and
Expand All @@ -65,16 +65,16 @@ Version 0.14.0

**Bug Fixes**

- API: Fix an issue where requesting checkpoint or trial details of a
trial that had non-scalar metric values associated with it would
fail.

- Database: Migrate ``public.trial_logs.id`` to be an ``int8`` in
Postgres, instead of an ``int4``. This avoids issues for customers
with extremely large amounts of trial logs. **Note**: This migration
may be more time-consuming than usual for deployments with large
will be more time-consuming than usual for deployments with large
amounts of trial logs.

- REST API: Fix an issue where requesting checkpoint or trial details
of a trial that had non-scalar metric values associated with it would
fail.

- Trial: Fix an issue where the trial was not deallocating resources
when it failed to write to the DB.

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