Fully Deploy CNN on ZC706 Board?
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Recently I've been prototyping a CNN for the Zynq-7000 ZC706 board through MATLAB. However, I would like to deploy the network and have it fully run on the FPGA needing MATLAB to interface with this. Are their tools in MATLAB that can help with this?
I generated an IP through the dlhdl library, but I'm not sure how the MATLAB blocks in the IP work.
Any help would be greatly appreciated. Thank you!
Sivani Pentapati on 1 Oct 2021
From what I understand, you want to deploy a CNN on FPGA using MATLAB as an interface. I see that you have genereated IP from dlhdl library. You are now supposed to create a workflow object and generate code for your custom Processor. This can be done using the Custom Processor Configeration Workflow. There is another workaround where you can directly deploy your CNN, provided you have the network available in MATLAB. Please refer to the following example on how to deploy pretrained network on ZCU102 SOC. We currently support ZC706 aswell, so you can configure the workflow with your target device accordingly.