CSL-KU / firesim-nvdla

FireSim-NVDLA: NVIDIA Deep Learning Accelerator (NVDLA) Integrated with RISC-V Rocket Chip SoC Running on the Amazon FPGA Cloud
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how to compile YOLOv3 and other DNN models #16

Open owlyangp opened 4 years ago

owlyangp commented 4 years ago

First of all, great work and thanks for sharing it to the public! This makes many interesting work possible.

Checked Darknet and the original codes are written in C, to be executed by CPU or GPU. Noticed FireSim-Nvdla's yolov3-odla.cfg is very different from the original yolov3.cfg. Wonder how you rewrite the model and compile it for FireSim-Nvdla?

To be more generic, how can we compile and run other DL models such as ResNet and Mobilenet on FireSim-Nvdla? To enable this will make this work much more useful.

Thanks, owlyangp