Forums - can snpe support 3D convolution?

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can snpe support 3D convolution?
515425673
Join Date: 10 Aug 20
Posts: 1
Posted: Mon, 2020-08-10 01:50

After designing and training, the model file needs to be converted into a ".dlc" (Deep Learning Container) file to be used by the Snapdragon NPE runtime. 

I have a project on behavior recognition based on 3D convolution, and I would like to ask whether SNPE also supports 3D convolution, that is, whether models based on 3D convolution can also be converted into ".dlc " files to be used by the Snapdragon NPE runtime.

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gesqdn-forum
Join Date: 4 Nov 18
Posts: 184
Posted: Tue, 2020-09-01 07:38

Hi,

Snapdragon NPE doesn't support 3D convolutions.
It is known that 3D convolution requires 4D input which is not supported by in NPE.

 

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