Caffe to NNEF: No support for Prelu's

[neil-jones-work]

I'm trying to convert MTCNN to NNEF (and ultimately to openVX) but the Caffe converter doesn't support Prelu activations:

~/src/MTCNN_face_detection_alignment/code/codes/MTCNNv1/model$ caffe_to_nnef det1.prototxt --model det1.caffemodel Error: caffe_to_dog: No converter for: PReLU Error: caffe_to_dog: No converter for: PReLU Error: caffe_to_dog: No converter for: PReLU Error: No converter for PReLU Error: conv1_1: Corresponding targetdn not defined Error: No converter for PReLU Error: conv2_1: Corresponding targetdn not defined Error: No converter for PReLU Error: conv3_1: Corresponding targetdn not defined

https://github.com/kpzhang93/MTCNN_face_detection_alignment

[gyenesvi]

Indeed, this is missing from the converter, we'll add it soon.

[gyenesvi]

We have added prelu support, can you test it now?

[neil-jones-work]

Yes the model now successfully converts thanks! IIRC there used to be an NNEF to openVX converter on the Khronos site, Is this still supported ? if not will openVX output be added to the NNEF converter ?

[gyenesvi]

It believe there was no official such converter. Where was that converter available?

[neil-jones-work]

This was what I was thinking of, but its AMD specific:

https://github.com/GPUOpen-ProfessionalCompute-Libraries/amdovx-modules/blob/develop/utils/model_compiler/README.md

Any plans for a more generic one ?

---

From: Viktor Gyenes notifications@github.com Sent: 02 April 2019 16:23:36 To: KhronosGroup/NNEF-Tools Cc: Neil Jones; Author Subject: Re: [KhronosGroup/NNEF-Tools] Caffe to NNEF: No support for Prelu's (#72)

It believe there was no official such converter. Where was that converter available?

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[gyenesvi]

I believe the OpenVX group is working on a mechanism to import NNEF models into OpenVX, that can be implemented by vendors, but I cannot tell details about it until the spec is published.