DPU TRD for ZCU104

LogicTronix.com have built the "Deep Learning Processor Unit (DPU) TRD for ZCU104." We have created the VIVADO project and PetaLinux.

IntermediateFull instructions provided2 hours2,633

Things used in this project

Hardware components

Zynq UltraScale+ MPSoC ZCU104

Software apps and online services

AMD Vivado Design Suite

Petalinux 2018.2

Ubuntu 16.04

Serial Terminal Program [Tera Term]

Story

LogicTronix has built and tested the DPU TRD for ZCU104, while the DPU IP Product Guide PG338 (v1.2) March 26, 2019 only provided the steps for building for ZCU102.

This “DPU TRD for ZCU104 is targeting the ResNet implementation on DNNDK Package, For more information about the DNNDK package, you can refer the DNNDK User Guide (UG1327).

We have used the "Resnet50" application of CNN for "Image Classification" on ZCU104 FPGA.

Please write complete tutorial from: https://logictronix.com/our-resources/machine-learning-with-fpga/dpu-trd-for-zcu104/