Prototype Deep Learning Networks on FPGA and SoC Devices

To prototype and deploy your custom series deep learning network, create an object of class dlhdl.Workflow. Use this object to:

• Compile and deploy the deep learning network on specified target FPGA or SoC board by using the deploy function.

• Retrieve the bitstream resource utilization by using the getBuildInfo function.

• Execute the deployed deep learning network and predict the classification of input images by using the predict function.

• Calculate the speed and profile of the deployed deep learning network by using the predict function.

This workflow illustrates deploying your deep learning network to the FPGA boards.