* Add initial helper for optimizing a QDQ format model for usage with ORT.
If a DQ node has multiple consumers it will end up in multiple QDQ node units. This is complicated to handle as each qdq unit could end up being handled by different execution providers. By duplicating the DQ node we simplify this logic.
Generally the duplicate nodes will disappear when the qdq node unit is converted to a single node with a quantized operator. If there are qdq node units that are not able to be converted to use a quantized operator the ORT cleanup (pending) to drop remaining Q->DQ pairs between fp32 nodes can remove any remaining DQ nodes.
* Fix pep8 warning
Co-authored-by: Guoyu Wang <wanggy@outlook.com>
* Fix incorrect type constraint registration for RoiAlign. This led to the input type not actually being checked when matching a kernel as the invalid constraint name is treated as a missing optional input.
* fix missing dependency for the unit test exe. Whilst it doesn't link against the CUDA providers lib, without the dependency VS doesn't know it needs to rebuild the library if there are changes.
* Add check for invalid type constraints.
* Fix invalid registrations for other kernels.
* Add hash replacement logic to provide backwards compatibility in ORT format models when the registration is fixed.
* Add tests
Extend opset 13 support for:
- Split-13
- Squeeze-13
- Unsqueeze-13
- Reshape-13
- QuantizeLinear-13
- DequantizeLinear-13
- ReduceSum-13
- Resize-13
Also:
- Rename the file where all the opset versions are stored from "OperatorRegistration.h" to "OperatorVersions.h", which will make it much less confusing in the future when looking given there's another file called "OperatorRegistration.h" that corresponds to "OperatorRegistration.cpp".
- Detemplatize many of the OperatorHelper.h constructors, which duplicate multiple instantiations due to the operator helper classes not sharing a common base class, by wrapping them with an adapter. Ideally there would be a common COM base interface that both IMLOperatorKernelCreationContext and IMLOperatorShapeInferenceContext implementation objects would implement, which a wrapper in MLOperatorAuthorHelper.h could QI for.
- Fix style formatting issues in OperatorHelper.h (sorry for the noise).
```
Summary: Total=4679, Passed=4355, Failed=0, Blocked=0, Not Run=0, Skipped=324
```
Corresponding WindowsAI PR:
https://microsoft.visualstudio.com/WindowsAI/_git/WindowsAI/pullrequest/6973645
Related work items: #36672908, #36672926
* apply the same policy for onnxruntime-common as web and node
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* remove old comment
* add restrictions for hybrid cpus
* add unit test to mock hybrid cpu
* attach hybrid flag
* add mocking interface to CpuInfo
* make is_hybrid
* make mock function const
* add force_hybrid for thread pool
* remove header
* Enable Attention op for ROCM EP.
As a note, potential hipify improvements: (1) handle math
contants (attention_softmax.h), (2) correctly generate transpose
options for the GEMM helpers, consider counterpart/dummy API for
CublasMathModeSetter (attention_impl.cu, attention_impl.cu). After
these improvements, we don't need to manually keep copies of the
above mentioned files any more.
* Clean up debugging code.
* Add a script for randomizing onnx weights
Required by customer that when sharing an onnx model for 3rd party debugging, a tool is needed to randomize all the weights in the model.
* Update onnx_randomizer.py
more comments
* Add layout transformer for NNAPI
* plus merge fixes
* plus some more merge fixes
* test fixes
* comments + cleanup
* plus updates
* post merge changes
* enable layout transformer in extended minimal build
* plus more comments
* more tests + fix CI
* plus updates per review
* more updates per review
* fix file name
* fix qdq tests
* plus more updates
* plus updates
* typo fix
* fix qdq selection in 2nd optimization pass
* fix typo
* fix a test
* update dependency structure for layout transformer
* plus updates
* more updates
* plus change
* more updates to fix linker error in minimal build
* remove unnecessary headers
This is a preparation change for a bigger goal.
On ARM64 CPUs with Big.Little, different cores are always the same architecture but different micro-architecture. Specifically, it is often that the little core has narrow memory buses that makes 128b load very slow. While if we always use 64b load in our kernels, the code will run slower on big cores. As a result, we need to run different code on different cores to achieve better performance.
This change constructs a manifold that pivot based on the core micro-architecture of the current core, so that we can develop and call different kernels accordingly.
Co-authored-by: Chen Fu <fuchen@microsoft.com>
Update QDQ propagation transformer to insert new QDQ nodes instead of moving the existing one. This creates a more consistent `DQ -> op -> Q` pattern for other components to recognize.
Upgrade this transformer to a basic level optimization as it yields a valid ONNX graph.
* Fix UT
* UT
* UTs
* enable ROCm UT
* fix build attempt
* minor
* fix UT
* fix UT
* fix UTs
Co-authored-by: Ethan Tao <ettao@microsoft.com@orttrainingdev7.d32nl1ml4oruzj4qz3bqlggovf.px.internal.cloudapp.net>
Co-authored-by: root <root@GCRAMDRR1-MI100-087.redmond.corp.microsoft.com>
* Changed file-scope static variables to automatic variables or function-scope static const.
* Reduce load time overhead by using constexpr.
* Use node indices instead of node names to track inserted, deleted and changed nodes.
Co-authored-by: Satya Jandhyala <sajandhy@microsoft.com>
* Pipeline for ONNX Runtime react native
* Fix a test failure
* test with custom built binaries
* add onnxruntime-common package back
* don't bob build when bootstrap
* revise Android test
* rename example to e2e
* remove onnxruntime packages from package.json
* remove release-it package
* upgrade gradle version to the same as CI
* add a pipeline for react native
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* android and ios mobile build for react native e2e
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* use android aar package template
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* use android aar package template
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* publish ios test results
* add e2e tests and publish a npm package
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* remove aar from npm package
* wait for view displayed
* change a waiting logic
* increase wait time for app launching
* give more time to launch an app
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* disable metro server on testing
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* test ios simulator launching
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* fix iOS e2e test
* use a publishing version of npm packages
* make pretty
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* make only one onnxruntime-common package after packaging
* make a powershell script of packaging universal
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Add a warning for file changes during a test
* clean up
* fix lint errors
* fix js npm packaging
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* Update mac-react-native-ci-pipeline.yml for Azure Pipelines
* resolve comments
* fix a typo
