tf2onnx-1.10.1

Summary

• added support for tf-2.8
• enhanced optimizer
• added custom op example and load_op_libraries in doc
• fixed ci to support ort version 1.11
• misc fixes

Changes since tf2onnx-1.9.3

• Update opset 15 version supported ops doc by @hwangdeyu in #1773
• add tf-2.7 in readme by @guschmue in #1772
• Add support for one hot encoding of 0-rank tensor by @LoicDagnas in #1771
• Fix onnxruntime-nightly-unittest-matrix CI failed by @hwangdeyu in #1784
• Handle 'Neg' nodes in TransposeOptimizer by @jan-haug in #1785
• Fix tfjs CI failure and add tfjs convert log by @hwangdeyu in #1797
• Fix misspelling by @mshr-h in #1800
• Skip the blob failed model tests by @hwangdeyu in #1806
• Add unit32 unit64 type support by @hwangdeyu in #1808
• Fix keras Conv2D BiasAdd fuse by @hwangdeyu in #1796
• Add Rint op conversion by @hwangdeyu in #1833
• Specify the version scope of tensorflow-text. by @fatcat-z in #1843
• Add used opset into opset_imports argument to create an onnx model. by @fatcat-z in #1855
• feat: For QDQ models, disable constant folding and ensure the conv weights are transposed without using an explicit op by @peri044 in #1856
• Enable tensorflow 2.8.0 in CI pipeline. by @fatcat-z in #1863
• Remove --fold_const parameter by @hwangdeyu in #1861
• Add load_op_libraries parameter in docs by @hwangdeyu in #1853
• Force to upgrade typing-extensions to a version above 4.0.0. by @fatcat-z in #1873
• Fix onnx-weekly CI job failure. by @fatcat-z in #1874
• Add tf custom op conversion example by @hwangdeyu in #1878
• Upgrade Windows image to windows-2019. by @fatcat-z in #1879
• Rename the default branch to main by @hwangdeyu in #1880
• Add onnxruntime 1.10 into normaly run. by @fatcat-z in #1887
• Change package author by @garymm in #1885
• Create ado-sync-issue.yml by @fatcat-z in #1892
• Upgrade some keras jobs to use ort 1.11.0. by @fatcat-z in #1896
• Fix nightly CI job failures caused by numpy version. by @fatcat-z in #1898
• Add commit value to onnx file and clean up some code by @hwangdeyu in #1897
• Fix keras bidirectional merge failures by @kota-row in #1869
• Keras nightly CI jobs update. by @fatcat-z in #1904
• Add the absolute path condition when loads the tf custom op library by @hwangdeyu in #1909
• Change custom op example to new API and add the doc by @hwangdeyu in #1883
• Fix split transpose optimize axes issue by @hwangdeyu in #1918
• Replace the description exporting to conversion by @hwangdeyu in #1917
• Allow passing optimizers to from_keras conversion function by @shelkesagar29 in #1907
• Add split transpose optimizer tests by @hwangdeyu in #1923

Full Changelog: v1.9.3...v1.10.1

A huge thank you to our community for this release!

LoicDagnas, jan-haug, mshr-h, peri044, kota-row, shelkesagar29