Sparsezoo

New Features:
* None

Changes:
* Download progress bar changed to use byte units.
* Click as a root dependency added as the new preferred route for CLI invocation and arg management.

Resolved Issues:
* Protobuf version pinned to prevent issues with ONNX dependencies.

Known Issues:
* None

This is a patch release for 0.12.0 that contains the following changes:

- Protobuf is restricted to version < 4.0 as the newer version breaks ONNX.

New Features:
* DistilBERT models added.

Changes:
* None

Resolved Issues:
* None

Known Issues:
* None

New Features:
* New ResNet-50 models added with improved performance and recovery.
* BERT 12-layer token classification recipes added.
* BERT 3-layer and 6-layer models added.

Changes:
* Documentation updated to align with UI.

Resolved Issues:
* The package version check is now wrapped in an exception so that the background thread for checking does not error out when outbound network restrictions are in place.

Known Issues:
* None

New Features:
* [sparsezoo.download CLI ](https://github.com/neuralmagic/sparsezoo#console-scripts) added to easily download models from the SparseZoo by their stub.

Changes:
* Docs updated to reflect latest state of the SparseZoo UI.
* Version check API updated to use POST rather than GET methods to prevent potential caching issues.

Resolved Issues:
* Wrapped tests addressed that were failing intermittently with flaky to prevent improper test failures.

Known Issues:
* None

New Features:

* Up-to-date version check implemented for SparseZoo.
* [Sparse and sparse-quantized YOLACT models](https://sparsezoo.neuralmagic.com/?page=1&repo=dbolya) deployed.

Changes:

* API docs recompiled.

Resolved Issues:

* None

Known Issues:

* None


v.0.8.0
New Features:

* Support added for more recipe types and names in preparation for BERT sparse transfer learning.
* [Sparse BERT mask language modeling models](https://sparsezoo.neuralmagic.com/?domain=nlp&sub_domain=masked_language_modeling&page=1) pushed to the SparseZoo with example recipes for transferring to other downstream datasets.

Changes:

* None

Resolved Issues:

* None

Known Issues:

* None


v.0.7.0
New Features:

* [Pruned-Quantized BERT models on SQuAD added](https://sparsezoo.neuralmagic.com/?dataset=squad&page=1).
* Support added for
* Python 3.9.
* ONNX versions 1.8 - 1.10.

Changes:

* None

Resolved Issues:

* 403 errors no longer occasionally occur when trying to download models.

Known Issues:

* None