Tensor flow installation

[Tom]

How to install tensor flow library for CNN implementation on PYNQ Z2 board loaded with image v 3.0?

[briansune]

@Tom

Welcome and see link:

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 …

Discussion between good developers

Testing Tensorflow 2.5 in Zybo-Z7 running Pynq 2.7

Dorfell, So sad that I didn’t have ZYNQ Ultra scale on hand as most the work focus on pure FPGA in the pass. So the closest is to use MB w Kintex U but this is not the best way. My board is a custom one only got lowest LE xc7z010 so I don’t even waste time on the CONV and MAXPOOL as MNIST is really small network. Under my research in the pass BNN can suffer over 15 to 20% loss if not properly design. So why not even just move to old days FC NN and achieve 90% accuracy which do its work perfe…

ENJOY~