Fully Connected layer conversion showing internal error in neutron converter in iMX95 Verdin

[PoojaSk]

Hi,

Tried converting classifier models such as InceptionV3, Resnet50 and Mobilenetv3Small using neutron converter targeting iMX95. On converting fully connected layer to ConvertFullyConnectedToConv, it is showing internal error. 

PoojaSk_2-1747980635221.png

PoojaSk_0-1747979255547.png

This is the fully connected layer which is not getting converted. But this layer does not violate any of the constraints mentioned in the section 5.9.7 FULLY_CONNECTED constraints of UG.

PoojaSk_1-1747979421074.png

 How can we fix this issue as I am unable to run any classifier with fully connected layer in iMX95 Neutron NPU.

[varshilg]

Hi Pooja,

I am also facing this issue that fully_connected layer not able to convert into neutron graph.

Did you find any solution of it?

Regards,

Varshil

[joanxie]

i.mx95 is still under pre-prodcution, we couldn't share detailed technical information on the public community, pls contact local DFAE to get further support