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Logistics for ONNX Release 1.10
Rajeev Rao edited this page Jul 13, 2021
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Release Manager: Rajeev Rao
Target Release date: Week of 07/31/21
- 07/09 - Create v1.10.0 release wiki with release schedule. (Done)
- 07/09 - Document all planned work items for the release in wiki. See #3490 for reference. (WIP)
- 07/15 - Code freeze. All PRs must be validated and merged by this date.
- 07/16 - Validate all new ops with ORT. Flush CI/CD pipeline.
- 07/19 - Resolve pipeline failures, if any, and integrate any critical late PRs.
- 07/20 - Cut the release branch.
- 07/20 - Create test packages.
- 07/20 - Request partner validation of test packages
- 07/30 - Complete ORT/partner/converters/community validation and approvals. Ready for release.
- 07/31 - ONNX v1.10.0 release and announcements.
| Description | PR | Status | Notes |
|---|---|---|---|
Function ops for Dim
|
PR - Rama/Ashwini? | WIP | |
| Accumulate for Scatter/Gather | #3484 | TBD - Ashwini | Ambiguity around handling of duplicated indices. Perhaps best separated into two PRs (spec clarification, support accumulate). |
Add new operators for Optional type |
#3567 | Review |
Optional(), OptionalHasElement, OptionalGetElement - for enabling export of customer models with optional type. |
| Symbolic shapes #2 - data propagation | #3551 | Review | |
Add new CastLike function operator |
#3558 | Review | |
| Add aarch64 wheel build support | #3414 | Review | Ashwini to check if we can validate this with ORT/aarch64, Rajeev to check other options (Jetson). |
| New version converter tests | #3344 | Review | Lot of interest in using version converters. Prefer to include in release. |
| Update protobuf version to 3.16 | #3571 | Merged | ORT did as well |
| Checker updates for model local functions | #3569 | Merged | |
bfloat16 support for Pow operator |
#3412 | Merged | |
| Symbolic shapes #1 - symbol generation | #3518 | Merged | Symbolic shape inference |
| Export parser methods to python | #3540 | Merged | |
| Extend model proto to include model local functions | #3532 | Merged | |
Add new Bernoulli function operator |
#3431 | Merged | Required for HuggingFace Transformer model export from ORTModule. |
Introduce Optional type |
#3407 | Merged | |
Add UnionShape for SparseTensor
|
#3461 | Merged | |
| Allow checker and shape inference for serialized models | #3403 | Merged | |
Extend strict_model for ONNX checker |
#3348 | Merged | |
Introduce SparseTensor type |
#3398 | Merged |
| Description | PR | Status | Notes |
|---|---|---|---|
Fix shape inference of Squeeze
|
#3516 | Merged | |
Add shape inference for NonZero
|
#3364 | Merged | |
Add shape inference for dynamic QuantizeLinear
|
#3539 | Merged |
| Description | PR | Status | Notes |
|---|---|---|---|
| Version converter support for recursion into subgraphs | #3474 | Merged | |
Fix shape inference for Squeeze without axes |
#3465 | Merged | |
| Update ONNX examples to python3 | #3450 | Merged | |
Add new type constrains for variance and mean in BatchNormalization
|
#3415 | Merged | |
Specify population variance for BatchNormalization
|
#3402 | Merged | |
Always set the output of Shape to be rank-1 |
#3394 | Merged | Even when the input shape is unavailable, the output of Shape will always be a rank-1 vector. |
BatchNormalization outputs updated for training mode |
#3379 | Merged | |
| Add README contents to package description | #3376 | Merged | |
| Bugfix for proto utils and update checker error messages | #3373 | Merged |
Note: work items captured in https://github.com/onnx/onnx/issues/3490.
| Description | Owner | Status |
|---|---|---|
| Validate Opset 15 with ORT | Rajeev Rao, Ashwini Khade | Ashwini, please provide PRs for new ops/validation in ORT |
| Run local sanity tests | Rajeev Rao | |
| Validate PyPI test packages | Rajeev Rao, Ashwini Khade, Jacky Chen | |
| Cut v1.10 release branch | Rajeev Rao | |
| Validate release packages | ||
| Create release summary | Rajeev Rao |
| Op Name | Description | Validation status | ONNX PR |
|---|---|---|---|
Optional |
Add new operators for Optional type |
N/A | #3567 |
CastLike |
Add new CastLike function operator |
N/A | #3558 |
Bernoulli |
Add new Bernoulli function operator |
N/A | #3431 |
Scatter/Gather
|
Accumulate for Scatter/Gather
|
N/A | #3484 |
Pow |
bfloat16 support for Pow operator |
N/A | #3412 |
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]