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e8b0d24071
Prior to this every test shared the same tolerances. This meant that if an ONNX test failed due to a small but acceptable difference in output, the only alternative was to disable the test entirely. In op set 17, the DFT operator is being added. Without this change, the tests for that operator fail because the output is off by about 5e-5. It's better to keep test coverage for this new op rather than disable the test entirely. Also prior to this change, the global tolerances were not shared between C++, JavaScript, and Python tests. Now they are. Also fix various minor issues raised by linters. Unblocks https://github.com/microsoft/onnxruntime/issues/11640.
44 lines
2.6 KiB
Markdown
44 lines
2.6 KiB
Markdown
# How to update ONNX
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This note is only for ONNX Runtime developers.
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If you need to update the ONNX submodule to a different version, follow the steps below.
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1. Update the ONNX submodule
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```sh
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cd cmake/external/onnx
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git remote update
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git reset --hard <commit_id>
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cd ..
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git add onnx
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```
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(Change the <commit_id> to yours. If you are not sure, use 'origin/master'. Like 'git reset --hard origin/master')
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1. Update [cgmanifests/generated/cgmanifest.json](/cgmanifests/generated/cgmanifest.json).
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This file should be generated. See [cgmanifests/README](/cgmanifests/README.md) for instructions.
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1. Update [tools/ci_build/github/linux/docker/scripts/requirements.txt](/tools/ci_build/github/linux/docker/scripts/requirements.txt)
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and [tools/ci_build/github/linux/docker/scripts/manylinux/requirements.txt](/tools/ci_build/github/linux/docker/scripts/manylinux/requirements.txt).
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Update the commit hash for `git+http://github.com/onnx/onnx.git@targetonnxcommithash#egg=onnx`.
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1. If there is any change to `cmake/external/onnx/onnx/*.in.proto`, you need to regenerate OnnxMl.cs.
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[Building onnxruntime with Nuget](https://onnxruntime.ai/docs/build/inferencing.html#build-nuget-packages) will do
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this.
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1. If you are updating ONNX from a released tag to a new commit, please ask Changming (@snnn) to deploy the new test
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data along with other test models to our CI build machines. This is to ensure that our tests cover every ONNX opset.
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1. Send you PR, and **manually** queue a build for every packaging pipeline for your branch.
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1. If there is a build failure in stage "Check out of dated documents" in WebAssembly CI pipeline, update ONNX Runtime
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Web WebGL operator support document:
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- Make sure Node.js is installed (see [Prerequisites](../js/README.md#Prerequisites) for instructions).
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- Follow step 1 in [js/Build](../js/README.md#Build-2) to install dependencies).
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- Follow instructions in [Generate document](../js/README.md#Generating-Document) to update document. Commit changes applied to file `docs/operators.md`.
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1. Usually some newly introduced tests will fail. Then you may need to update
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- [onnxruntime/test/onnx/main.cc](/onnxruntime/test/onnx/main.cc)
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- [onnxruntime/test/providers/cpu/model_tests.cc](/onnxruntime/test/providers/cpu/model_tests.cc)
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- [csharp/test/Microsoft.ML.OnnxRuntime.Tests/InferenceTest.cs](/csharp/test/Microsoft.ML.OnnxRuntime.Tests/InferenceTest.cs)
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- [onnxruntime/test/testdata/onnx_backend_test_series_filters.jsonc](/onnxruntime/test/testdata/onnx_backend_test_series_filters.jsonc)
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- [onnxruntime/test/testdata/onnx_backend_test_series_overrides.jsonc](/onnxruntime/test/testdata/onnx_backend_test_series_overrides.jsonc)
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