Logistics for ONNX Release 1.9
Release Manager: Michal Karzynski
Target Release date: Week of 04/12/21
03/25 - finish validation for opset14 in ORT (GRU and BatchNorm remaining. Rest all done)
03/31 - Cut ONNX release branch (Done)
03/31 to 04/02 - Cherry picks, release branch stabilization
04/02 - ONNX release candidate published in pypi test| validation in ORT | community validation | converters validation
04/12 - Ready for ONNX release
| Desc | Status | PR | Notes |
|---|---|---|---|
| Add clarification for BatchNorm 14 | Done | https://github.com/onnx/onnx/pull/3402 | During validation we realized the spec needs more clarification |
| Update shape inference for Non Zero | Done | https://github.com/onnx/onnx/pull/3364 | Nice to add it to release. Will benefit runtimes |
| Update shape inference for Shape | Done | https://github.com/onnx/onnx/pull/3394 | Nice to add it to release. Will benefit runtimes |
| Update to BatchNorm Op | Done | https://github.com/onnx/onnx/pull/3379 | During validation in ORT we found some shortcomings in the spec and decided to revise it. |
| Proto utils bug fix | Done | https://github.com/onnx/onnx/pull/3373 | |
| Add content of Readme to package description | Done | https://github.com/onnx/onnx/pull/3376 | |
| Upgrade protobuf-compiler in Linux-CI | Done | https://github.com/onnx/onnx/pull/3378 |
| Desc | Status | PR |
|---|---|---|
| Proto utils bug fix | Done | https://github.com/onnx/onnx/pull/3373 |
| Selective Schema Loading | Done | https://github.com/onnx/onnx/pull/3266 |
| Fix Identity op test data | Done | https://github.com/onnx/onnx/pull/3372 |
| ONNX Parser | Done | https://github.com/onnx/onnx/pull/3194 |
| BatchNorm op update | Done | https://github.com/onnx/onnx/pull/3333 |
| Reduce package size for Linux and Mac | Done | https://github.com/onnx/onnx/pull/3337 |
| Hardswish op | Done | https://github.com/onnx/onnx/pull/3332 |
| Deprecate python 3.5 | Done | https://github.com/onnx/onnx/pull/3353 |
| ConvInteger test data fix | Done | https://github.com/onnx/onnx/pull/3340 |
| Add python 3.9 | Done | https://github.com/onnx/onnx/pull/3352 |
| External Data Helper Updates | Done | https://github.com/onnx/onnx/pull/3280 |
| Extend dtype support for math operators | Done | https://github.com/onnx/onnx/pull/3334 |
| Update Identity Op with Sequence type | Done | https://github.com/onnx/onnx/pull/3366 |
| Desc | Owner | Status |
|---|---|---|
| Validate opset 14 with ORT | Ashwini Khade | Done (need to close on training tests for batchnorm. Everything else done) |
| Validate Pypi test packages | Jacky Chen\Michal\Ewa | |
| Cut release branch | Michal\Ewa | Done |
| Validate release packages | ||
| Create release summary | Ewa | Done |
The following testing can be added into release pipelines after producing the wheel to let release manager be aware.
- Test with the latest ORT with onnx/test/test_with_ort.py
- Test with different versions of dependencies (protobuf, numpy). Take protobuf as an example: test with 3.11.3 and the latest one.
# Key Updates
## Opset version n [call out new ops vs updated ops and functions]
## API [any changes affecting ONNX APIs]
## Infrastructure [any architectural or infra related changes, including CIs, tests, etc]
## Bug fixes [list of notable bug fixes not covered in sections above]
# Notes [known issues/workarounds, installation/usage changes, dependency updates, etc]
# Contributors Thanks to these individuals for their contributions in this release: [list of contributors during release period]