ZERODARK00 / Parallel-GP

Implementation of parallel Guassian Process on CPU and GPU

https://github.com/ZERODARK00/Parallel-GP

For Parallel GP-CPU

The implementation of this parallel Guassian Process on CPU is based on this paper.

Requirements

• BLAS
• LAPACK
• MPI

How to compile and run it

mpic++ pic_gpr.cpp operators.cpp -o pic_gpr -lblas -llapack

mpirun -np 6 pic_gpr

For Parallel GP-GPU

The implementation for this parallel Gaussian Process on GPU can be found in gpu_impl.

Requirements

• CUDA 8.0
• Compute capability >=3.5

How to compile and run it

nvcc -arch=compute_35 -rdc=true pic_gpr.cu operators.cu operators.cpp -o pic_gpr -lcublas_device -lcublas -lcudadevrt -std=c++11 -g -G