Larq

:tada: Features

* :arrow_up: TensorFlow 2.9 (724) lgeiger

:construction_worker_man: Internal Improvements

* Use Java 8 for building Android benchmark binaries (752) lgeiger
* Remove `--copt=-O2` from CI (751) lgeiger
* Run linting on Python 3.9 (746) lgeiger
* Add Python 3.10 to setuptools metadata (738) lgeiger
* Remove `weak` attribute for `RegisterSelectedOps` (734) Tombana
* Add Python 3.10 to release builds (733) CNugteren

:arrow_up: Dependencies

* Bump styfle/cancel-workflow-action from 0.9.1 to 0.10.0 (743) dependabot
* Bump actions/setup-python from 3 to 4 (741) dependabot
* Bump DoozyX/clang-format-lint-action from 0.13 to 0.14 (740) dependabot
* Bump toolmantim/release-drafter from 5.19.0 to 5.20.1 (737, 747) dependabot

:warning: Breaking Changes :warning:
* Drop Python 3.6 pip metadata (701) lgeiger
* Enable bitpacked activation optimisations by default. (597) AdamHillier

:tada: Features
* :arrow_up: tensorflow2.8.0 (687, 722) CNugteren, lgeiger
* LCE benchmark and interpreter flags (717) simonmaurer
* Add a pass to translate from TFL CustomOp to the relevant Larq ops (698) panickal-xmos

:bug: Bug Fixes
* Fix segfaults in benchmark binaries when setting `num_threads > 1` (727) CNugteren

:book: Documentation
* Update QuickNet documentation. (663) AdamHillier

:construction_worker_man: Internal Improvements
* Fix build cache for windows release build (731) Tombana
* Deal with non-deterministic input order for interpreter test (729) CNugteren
* Add bazel cache for release jobs (728) Tombana
* Make assembly compatible with clang (720) Tombana
* Fuse padding layers into (Depthwise) Convolutions (712) Tombana
* Remove unused environment variable in wheel build (704) lgeiger
* Simplify Python Linux wheel release scripts (700) CNugteren
* Converter internals unification (699) CNugteren
* Add `td_library` target to be able to include `lce_ops.td` (694) panickal-xmos
* Switch to `google-github-actions/auth` (695) lgeiger
* Add SetBatchSize pass to MLIR converter (690) Tombana

:arrow_up: Dependencies
* Bump actions/download-artifact from 2 to 3 (726) dependabot
* Bump actions/upload-artifact from 2 to 3 (725) dependabot
* Update lint package versions (721) Tombana
* Bump actions/cache from 2.1.6 to 3 (689, 719) dependabot
* Bump actions/checkout from 2 to 3 (716) dependabot
* Bump actions/setup-python from 2 to 3 (715) dependabot
* Bump toolmantim/release-drafter from 5.15.0 to 5.19.0 (702, 703, 708, 709, 718) dependabot
* Bump google-github-actions/setup-gcloud from 0.2.1 to 0.3 (691) dependabot
* Bump DoozyX/clang-format-lint-action from 0.12 to 0.13 (684) dependabot

:tada: Features

* QuantConv2D binarized activations with tf.int32 bitpacked output (611) simonmaurer
* Automatically build macOS ARM wheels on CI (681) lgeiger

:book: Documentation

* Fix docstring of Python interpreter (677) Tombana

:construction_worker_man: Internal Improvements

* Split Python interpreter in two classes (675) Tombana

:arrow_up: Dependencies

* Bump styfle/cancel-workflow-action from 0.9.0 to 0.9.1 (678) dependabot

:tada: Features

* Extend quantiser support so as to accelerate more binary models. (668) AdamHillier
* Support for macos_arm64 platform (664) simonmaurer

:bug: Bug Fixes

* Fix default ranges in saved model converter (671) Tombana

:construction_worker_man: Internal Improvements

* Remove manylinux container from CI (670) Tombana
* Add quantization properties to python interpreter (667) Tombana
* Disable mkl for windows builds (666) AdamHillier

:tada: Features

* Add support for saved model conversion (655) lgeiger
* Add grouped binary convolution support (3/3): indirect BGEMM kernel. (551) AdamHillier
* Fuse `tfl.Quantize(lq.Dequantize(x))` -> `lq.Dequantize(x)` (644) lgeiger

:bug: Bug Fixes

* Fix windows build of grouped convolutions. (656) Tombana
* Prevent spurious int8 Quantize/Dequantize ops (646) lgeiger
* Statically link GLIBC in benchmark binaries (610) lgeiger
* Update QuantOp check (608) lgeiger

:book: Documentation

* Remove spectrum badge since we moved to GitHub discussions (616) lgeiger

:construction_worker_man: Internal Improvements

* Upload release wheels even if some jobs fail. (660) AdamHillier
* Add constant folding for `lq.quantize` and `lq.dequantize` (654) lgeiger
* Add `test-requirements.txt` file (652) lgeiger
* Add pytype linting to CI (651) lgeiger
* Fork `ConvertTFExecutorToTFLOrFlatbuffer` to re-enable argname truncation (649) lgeiger
* Add check for float32 in IsBinaryTensor (642) Tombana
* Configure the Android SDK/NDK interactively in configure.py. (627) AdamHillier
* Simplify bazel build flags on CI (626) lgeiger
* Fix lce_benchmark_model linking on Aarch32 (623) Tombana
* Add -lm link option to lce_benchmark_model (622) Tombana
* :arrow_up: CI dependencies (618) lgeiger
* Run AAR build on Ubuntu 18.04 (617) lgeiger
* Raise an error if mixed-precision models are being converted (607) CNugteren
* Automatically upload AAR package to release (603) lgeiger
* Update release.yml to actually push Windows wheels. (596) AdamHillier

:arrow_up: Dependencies

* Bump actions/cache from 2.1.5 to 2.1.6 (650) dependabot
* Pin flatbuffers to <2.0 (648) Tombana
* Upgrade TF dependency to v2.5. (628) AdamHillier
* Bump DoozyX/clang-format-lint-action from v0.11 to v0.12 (634) dependabot
* Bump actions/cache from v2.1.4 to v2.1.5 (630) dependabot
* Bump styfle/cancel-workflow-action from 0.8.0 to 0.9.0 (629) dependabot
* Bump toolmantim/release-drafter from v5.14.0 to v5.15.0 (621) dependabot
* Bump google-github-actions/setup-gcloud from v0.2.0 to v0.2.1 (612) dependabot
* Bump styfle/cancel-workflow-action from 0.7.0 to 0.8.0 (605) dependabot
* Bump toolmantim/release-drafter from v5.13.0 to v5.14.0 (606) dependabot
* Bump actions/cache from v2 to v2.1.4 (600) dependabot

:warning: Breaking Changes :warning:

* :arrow_up: `larq0.8.0` which drops support for TensorFlow 1.13 (87) lgeiger

:tada: Features

* Add names to all models (88) koenhelwegen

:book: Documentation

* Fix markdown syntax in DoReFa docstring (76) lgeiger

:construction_worker_man: Internal Improvements

* Run unit tests in parallel using `pytest-xdist` (83) lgeiger
* Test against TensorFlow 1.15.0 stable (81) lgeiger
* Use GitHub actions to run unittests and auto-release (80) lgeiger

:arrow_up: Dependencies

* Bump larq to 0.8.1 (90) leonoverweel
* Bump scipy from 1.3.2 to 1.3.3 (89) dependabot-preview
* Bump scipy from 1.3.1 to 1.3.2 (85) dependabot-preview
* Upgrade black (84) lgeiger
* Bump pillow from 6.2.0 to 6.2.1 (82) dependabot-preview
* Bump pillow from 6.1.0 to 6.2.0 (78) dependabot-preview
* Bump tensorflow==2.0.0 (77) lgeiger