Cnn in pynq board using hls

[umamaheswari]

I am using pynq-z2 board, I did finn setup and connected board and pc. I have implemented CNN (efficientnet b0) in brevitas library in google collab using python. And saved the model in .onnx format. Now I don’t know what to do next for implementation in pynq board? Can anyone help me please? How to create IP blocks for our CNN & how to deploy it in board?

[briansune]

@umamaheswari

MNIST + AXI Stream on PYNQ 2.7 (Attention to Details)

Hello PYNQ community: I wish you all doing great =] Previous support posts are having trouble on AXI stream HLS about CNN design and DMA: So I am going to share the details on 2020.2 HLS tool and PYNQ 2.7 design. The Github Repository Link for this tutorial: HLS AXI Stream People keep asking about tlast is missing, which this is common that after version (not sure when) the structure C no longer interpret as we expected: Old struct AXI_DMA_IO{ ap_int<16> data; ap_int<1>last; }; New …

ENJOY~