C++ Sample inputs for onnxruntime_perf_test.exe

[raoanagharaj]

I am trying to run onnxruntime_perf_test.exe with onnxruntime_perf_test.exe -v -e dml < onnxruntime\build\Debug\testdata\transform\matmul_add_fusion\3Input\model.onnx> path as input.
I also tried out other sample inputs in the repo, but mostly got the below error:

iteration:5,time_cost:0.0084346
Run failed:PerformanceRunner::RunOneIteration caught exception: Unexpected input data type. Actual: (class onnxruntime::PrimitiveDataType) , expected: (class onnxruntime::PrimitiveDataType)

What are the best input data for onnxruntime_perf_test ?

[aawce]

Hi,

I too am trying to understand how to use onnxruntime_perf_test with my own known-good .onnx models. We test the models in Keras with prediction data in .h5 files. Are there any more detailed examples on how to use this onnxruntime_perf_test so I can get the data into the right format?

Thanks.

[snnn]

The model and test data format should be the same as the ones in ONNX model zoo.
See:
https://github.com/onnx/models