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 wonder if there are any existing implementations, libraries, or similar material I can reuse? Like, I prefer to not to have to implement everything from loading weights, to max pooling layers, to fixed points numerics from scratch. I'd be happy with any pointers to materials or tutorials you might have. Thanks in advance.
oneAPI IP integration with Avalon Streaming input/output
Hi i'm new with oneAPI and I want to create an IP to export in Quartus and i wanted to know how to have Avalon Streaming input and output for my kernel to treat images and more generaly how to create interfaces to communicate with other components with Avalon interface. I don't know how to make the difference between pipes/accessors/etc... Thank you !