Design and Implementation of Jacobi Algorithms on GPU

With the development of GPU, the GPU's float-point computing capacity improves rapidly. How to apply the float-point ability of GPU to the non-graphic computing field becomes a highlight in the research of high performance computing. Jacobi is a typical application in scientific computing. This paper designs and implements Jacobi Algorithm on Nvidia's CUDA platform and gets a good speedup compared with the CPU.