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CEA-LIST / N2D2

N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.
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Problem with SqueezeNet-ONNX CPP Export #89

Closed stephaneburel-cea closed 3 years ago

stephaneburel-cea commented 3 years ago

Hello.

I've met a problem with the export of SqueezeNet-ONNX to CPP Export.

Ini File used : models/ONNX/squeezenet-onnx.ini

Command line : ../build/bin/n2d2 squeezenet-onnx.ini -export CPP -dev 6 -calib -1 -act-rescaling-mode Floating-point -no-unsigned -nbbits 8 -w /dev/null -seed 1

Error output : Error: Cell_Frame_CUDA::replaceInput(): can't replace input, the input has not been found.

I have tried this with two onnx model : https://github.com/onnx/models/raw/master/vision/classification/squeezenet/model/squeezenet1.0-7.onnx https://github.com/onnx/models/raw/master/vision/classification/squeezenet/model/squeezenet1.1-7.onnx

The -test command works perfectly fine.

I've not met such problems with others DNNs.

Tried with the latest commit : 4c62e3ac1ad12bb2c4fa4780c6610f20ed583db4 Removed CHECK_CUDA_STATUS to allow CPU execution when CUDA is enabled without CUDA-capable device

Happy Easter ! Stéphane Burel

olivierbichler-cea commented 3 years ago

Hi Stéphane,

This issue has been fixed in the latest commit. Thanks for reporting!

Cheers, Olivier