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backend-scoreboard's Introduction

ONNX Backend Scoreboard

This is a repository of the ONNX Backend Scoreboard which measures the compliance of ONNX backends with the standard.

  • To add another backend to the scoreboard please follow these instructions.
  • More information for developers here.

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backend-scoreboard's Issues

Improving the number of successful specifying numpy and protobuf version.

Hi,
using the following combination of dependencies

RUN pip3 install
onnx==1.12.0
onnxruntime==1.12.0
protobuf==3.20.1
numpy==1.22.4

results in a lot of successful tests...

= 102 failed, 979 passed, 1081 deselected, 1474 warnings in 154.80s (0:02:34) ==

I wonder what the further reasonable proceeding would be?

How do ops under ML namespace enter the score calculation?

I see there have been new tests added for ops under the ml namespace, see this PR onnx/onnx#4881.

The current scoreboard setup will automatically pick up all tests under the backend/test/case/node directory. Since most backend providers don't support the ml ops, should such tests be excluded from the scoreboard? eg. by specifying -k "not test_ai_onnx_ml_".

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