jonathanlstoff / cuprophet

Prophet built for CUDA and Speed

CuProphet || Prophet built to use CUDA

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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