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Project description

CuProphet || Prophet built to use CUDA

Build


prophet

Compile instructions:

  • install python 3.9.8

  • Run these:

      cd [insert Dir]/CuProphet-Master
      python -m cmdstanpy.install_cmdstan(version="2.32.1", dir=[put dir here], verbose=True, cores=-1)
    
  • Add to PATH:

      ~.../Users/[user]/.cmdstan/RTools40/mingw64/bin
      ~.../Users/[user]/.cmdstan/RTools40/usr/bin
    
  • Remove any other compilers from user path and system path

  • Merge these folders from the replace folder: \

      ~.../Users/{user}/.cmdstan/\
      ~.../Python39/Lib/site-packages/prophet/\
      ~.../Python39/Lib/site-packages/cmdstanpy/\
    
  • Run these commands:

      cd ".\CuProphet-Master"
      python setup.py install
      cd ".\CuProphet-Master\hppfiles"
      nvcc -o cuda_func_help.dll --shared -v -arch=sm_86 --fmad=false -g cuda_func_help.cu
    

Install instructions

  • Run this:

      pip install cuprophet
    

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