How to deploy a pretrained model on PYNQ Z2?

I am new to PYNQ and i wish to deploy my pre trained model on PYNQ Z2 board for inference.
I haven’t been able to install tensorflow or pytorch as I am getting the error that there are no compatible versions present.
Is there any other way to deploy deep learning models for inference?
PYNQ Z2 v2.5, ubuntu 18.04

I would recommended DPU-PYNQ GitHub - Xilinx/DPU-PYNQ: DPU on PYNQ but it doesn’t support Zynq 7000 (Pynq-Z2)

Have you tried FINN:


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