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Shell 0.01% Tcl 0.39% C++ 4.22% C 0.23% Ada 10.44% Makefile 0.01% Verilog 35.26% VHDL 48.62% Pascal 0.01% HTML 0.58% JavaScript 0.01% Batchfile 0.01% SystemVerilog 0.11% V 0.12% Jupyter Notebook 0.01%

hls4ml-pynq's Introduction

hls4ml-pynq

  • Vivado version: 2019.2
  • PYNQ system version: 2.6
  • dma_test_pynq_*/cpp_nn_v* directory contains the HLS project for the NN IP accelerator. To open the project with Vivado HLS run vivado_hls -p cpp_nn_v*/myproject_prj.
  • dma_test_pynq_* directory contains the Vivado BD of the architecture. To open it with Vivado run vivado dma_test_pynq_*/dma_test_pynq.xpr
  • X_test.npy, y_hls.npy and pynq_nn_test.ipynb are the files required by the pynq board in order to test the design. In addition, .bit and .hwh files are required. They can be found respectively in dma_test_pynq_*/dma_test_pynq.runs/impl_1/design_1_wrapper.bit and dma_test_pynq/dma_test_pynq.srcs/sources_1/bd/design_1/hw_handoff/design_1.hwh. Rename both to nn_{float|fixed|stream}.bit and nn_{float|fixed|stream}.hwh once moved in the pynq SD.

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