Larq-compute-engine

:warning: Breaking Changes :warning:

- Drop support for Python <=3.8 and TensorFlow <=2.4 (787) lgeiger

:tada: Features

- Build wheels for Python 3.11 (786) lgeiger
- ⬆️ tensorflow2.13.0 (784) CNugteren

:construction_worker_man: Internal Improvements

- Upgrade Android NDK version (789) lgeiger
- Use static library in cmake build (780) Tombana
- Fix trailing slash in path in CMakeLists.txt (781) Tombana
- Use command parameter files when compiling on Windows (791) lgeiger

:tada: Features

* Add support for multiple subgraphs in some of the Python MLIR utils (776) CNugteren

:construction_worker_man: Internal Improvements

* Remove anonymous namespaces in MLIR transforms (768) Tombana

:arrow_up: Dependencies

* Bump toolmantim/release-drafter from 5.23.0 to 5.24.0 (774) dependabot
* Bump DoozyX/clang-format-lint-action from 0.15 to 0.16 (772) dependabot
* Bump toolmantim/release-drafter from 5.22.0 to 5.23.0 (769) dependabot

Note that the previous release was 0.8.0, but this one is 0.11.0 instead of 0.9.0 to match the '11' in the TensorFlow version: 2.11. Future releases will also follow this scheme, such that it becomes easy to match with a TensorFlow version that it is based on.

:tada: Features

* ⬆️ `tensorflow2.11.0` (749, 762) lgeiger

:construction_worker_man: Internal Improvements

* Replace `-mmacosx-version-min` with `MACOSX_DEPLOYMENT_TARGET` env var (767) lgeiger
* [CI] Use concurrency setting instead of cancel action (764) lgeiger
* Fix Windows pip build (755) lgeiger
* Increase minimal macOS version requirement (753) lgeiger

:arrow_up: Dependencies

* Bump toolmantim/release-drafter from 5.21.1 to 5.22.0 (765) dependabot
* Bump DoozyX/clang-format-lint-action from 0.14 to 0.15 (763) dependabot
* Bump google-github-actions/auth from 0 to 1 (761) dependabot
* Bump toolmantim/release-drafter from 5.21.0 to 5.21.1 (759) dependabot
* Bump al-cheb/configure-pagefile-action from 1.2 to 1.3 (760) dependabot
* Bump styfle/cancel-workflow-action from 0.10.0 to 0.10.1 (757) dependabot
* Bump toolmantim/release-drafter from 5.20.1 to 5.21.0 (756) dependabot

: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