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/***************************************************************************
Copyright (c) 2022-2023, Advanced Micro Devices, Inc. All rights reserved.
***************************************************************************/
#include "Jacobi.hpp"
//Jacobi iterative method
// U = U + D^{-1}*(RHS - AU)
__global__ void JacobiIterationKernel(const int N,
const dfloat dx,
const dfloat dy,
const dfloat *__restrict__ RHS,
const dfloat *__restrict__ AU,
dfloat *__restrict__ RES,
dfloat *__restrict__ U) {
const int id = threadIdx.x+blockIdx.x*blockDim.x;
if (id<N) {
dfloat r_res = RHS[id] - AU[id];
RES[id] = r_res;
U[id] += r_res/(2.0/(dx*dx) + 2.0/(dy*dy));
}
}
void JacobiIteration(grid_t& grid, mesh_t& mesh,
hipStream_t stream,
dfloat* d_RHS,
dfloat* d_AU,
dfloat* d_RES,
dfloat* d_U) {
int xthreads = 512;
dim3 threads(xthreads,1,1);
dim3 blocks((mesh.N+xthreads-1)/xthreads, 1, 1);
hipLaunchKernelGGL(JacobiIterationKernel,
blocks,
threads,
0, stream,
mesh.N,
mesh.dx, mesh.dy,
d_RHS, d_AU, d_RES, d_U);
}