/ITRI-OpenDLA

OpenDLA for trying the demo and FPGA solution

Primary LanguageC

ITRI-OpenDLA

Express open-DLA implementation kit for FPGA demo, revised based on NVDLA

Contents

  • FPGA_RTL_nvsmall64 contains the source RTL codes that are revised for FPGA implementation.
  • Prebuilt contains prebuilt and quantized DNN models (Resnet & Tiny YOLO) for standard application demos.
  • nvsmall64_zcu104 contains the Vivado project for Xilinx MPSOC ZCU104 board.
  • nvsmall64_zcu102 contains the Vivado project for Xilinx MPSOC ZCU102 board.

About ITRI

  • ITRI (Industrial Technology Research Institute), founded since 1973, is Taiwan’s largest research institutions.

About DLA

Our Purpose

  • The OpenDLA here is the basic one, 64-MAC version, which is originally named nv_small in NVDIA's open source. Here we provide the synthesizable codes and project files for popular Xilinx MPSOC FPGA Series. We hope this may create an easy entrance for DNN edge implementation whether in academic or industrial. Also, this can be a fast way to evaluate our services.

Implementation Examples

Introduction Presentation ChipExamples

Contact me : scluo@itri.org.tw