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PINN_HLS

INTRODUCTION

This is a HLS Project of Physcial Informed Neural Network.

Environment

  • OS: Ubuntu 16.04 LTS (optional - Other platform have to complie once again);
  • Software: Vivado HLS 2019.1;
  • Board: PYNQ-Z2 (HLS have to support the chip of PYNQ-Z2(7020) and you can re-select others Xilinx Chip in the solution setting (tcl file));

FILE

  • NN_FP.c : Top Function - PINN Forward, which will be converted to HDL and RTL;
  • NN_FP.h : Head File;
  • NN_FP_tb.c: Test Bench file for the NN_FP.c;

SIMULATION RESULT

ACCUARCY OF PINN TIME CONSUMPATION

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