Advice on CNN inference on Agilex 7 using oneAPI

Greetings everyone, I'm tasked with porting an CNN trained with PyTorch to an Agilex 7 FPGA using HLS. I think the right tool for the job is oneAPI. Since this is not a completely novel task, I wond...