ziqi-ma opened a new pull request, #24911:
URL: https://github.com/apache/beam/pull/24911
**Please** add a meaningful description for your change here
Addresses #22972
[IN PROGRESS]
This is the first portion of PR with API implementation and unit tests that
do not require access to remote data/model files. Want to get this reviewed
before proceeding with tests with remote dependencies.
DONE:
- Added onnx_inference.py which is the onnx API
- Added onnx_inference_test.py which contains unit tests for onnx models
based on PyTorch, tensor flow, and sklearn, tested with docker environment
specified by start-build-env-onnx.sh on a linux x86 vm.
TODO:
- Add unit tests that access remote data
- Add integration tests
- Figure out what is the correct way to test with multiple environments
(whether tox is needed in this case). The onnx module itself does not require
anything more than onnxruntime, but to run the complete unit tests we also need
to create models and save it in onnx format, which might require tf2onnx,
skl2onnx, as well as PyTorch, tensor flow, sklearn.
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