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docs: Release notes for 0.14.6. (#2158)
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determined-dsw authored Apr 1, 2021
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Version 0.14
**************

Version 0.14.6
==============

**Release Date:** April 1, 2021

**New Features**

- REST API: Add a new endpoint to delete experiments. This endpoint is
only enabled for admin users and deletes all resources associated
with an experiment. This includes checkpoint storage, Tensorboards,
trial logs from all backends and metadata such as history and
metrics, stored in PostgreSQL.

- REST API: Add a new endpoint to fetch aggregated historical resource
allocation information.

- CLI: Add new commands ``det resources raw`` and ``det resources
aggregated`` to access resource allocation information.

- PyTorch Lightning: Add an adapter to support ``LightningModule`` from
PyTorch Lightning in the PyTorchTrial API. See
:ref:`lightning-adapter` for more information.

**Improvements**

- Images: The default environment images have been updated to CUDA
10.2, PyTorch 1.8, and TensorFlow 1.15.5 with Python 3.7. Previous
images are still available but must be specified in the experiment or
command configuration. It is recommended to validate the performance
of models when changing CUDA versions as some models can experience
significant changes in training time, etc. See :ref:`custom-env` for
more information.

- WebUI: Improve the hyperparameter scatter plot and heat map
visualizations by adding support for showing categorical
hyperparameters.

**Bug Fixes**

- WebUI: Fix the hyperparameter visualization page crashing when
viewing single trial or PBT experiments, both of which are
intentionally unsupported for hyperparameter visualizations.

Version 0.14.5
==============

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