KhronosGroup / NNEF-Tools

The NNEF Tools repository contains tools to generate and consume NNEF documents
https://www.khronos.org/nnef
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Outdated quantized models in model zoo #150

Closed TimotheeLeBerresonos closed 3 years ago

TimotheeLeBerresonos commented 3 years ago

The quantized models in the model zoo seem to be outdated. They are very different from the output of the current convert tool on the given input network.

For example, the models in the model zoo use a tflite_quantize in the .quant file, while the output of the convert tool use a zero_point_linear_quantize.

The interpreter tool fails to execute the models that are currently in the model zoo. It works if I take the original tflite models and convert them myself using the convert tool.

I tested Inception v1 and Mobilenet v1.

gyenesvi commented 3 years ago

Thanks for noting that, indeed, that has not been regenerated with the latest update that included fixes to the quantization data. Will regenerate them and upload.

gyenesvi commented 3 years ago

The quantized models in the model zoo have been updated with the output of the current converter tool, should be able to execute them with the interpreter tool.