Where did the ResNet W1A2 ONNX model files come from?

Question

Where did the ResNet W1A2 ONNX model files come from?

laochonlam opened this issue 3 years ago · 2 comments

Hi, I am trying to make some performance comparisons between the GPU solution and FINN.

May I know where this w1a2 ResNet50 ONNX model comes from? I couldn't find it in Brevitas examples. Thanks!

https://github.com/Xilinx/finn-examples/tree/main/build/resnet50

Answer 1 · 2021-08-02T14:48:03.000Z

Hello @laochonlam, the ResNet-50 model was trained by my colleague @nickfraser and I believe the clean-up is still ongoing for releasing this as part of the Brevitas examples. In the meantime you can read more about how this model was trained in Section III of https://arxiv.org/pdf/2011.07317.pdf

Answer 2 · 2021-08-05T06:58:12.000Z

Thanks @maltanar. Looking forward to the release!