/* * ======================================================================================= * * Author: Jan Eitzinger (je), jan.eitzinger@fau.de * Copyright (c) 2021 RRZE, University Erlangen-Nuremberg * * This file is part of MD-Bench. * * MD-Bench is free software: you can redistribute it and/or modify it * under the terms of the GNU Lesser General Public License as published * by the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * MD-Bench is distributed in the hope that it will be useful, but WITHOUT ANY * WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A * PARTICULAR PURPOSE. See the GNU Lesser General Public License for more * details. * * You should have received a copy of the GNU Lesser General Public License along * with MD-Bench. If not, see . * ======================================================================================= */ #include #include #include #include #include #include extern "C" { #include #include #include #include #include } void checkError(const char *msg, cudaError_t err) { if (err != cudaSuccess) { //print a human readable error message printf("[CUDA ERROR %s]: %s\r\n", msg, cudaGetErrorString(err)); exit(-1); } } // cuda kernel __global__ void calc_force( Atom a, MD_FLOAT xtmp, MD_FLOAT ytmp, MD_FLOAT ztmp, MD_FLOAT *fix, MD_FLOAT *fiy, MD_FLOAT *fiz, MD_FLOAT cutforcesq, MD_FLOAT sigma6, MD_FLOAT epsilon, int i, int numneighs, int *neighs) { // Calculate idx k from thread information const long long k = blockIdx.x * blockDim.x + threadIdx.x; if( k >= numneighs ) { return; } Atom *atom = &a; const int j = neighs[k]; MD_FLOAT delx = xtmp - atom_x(j); MD_FLOAT dely = ytmp - atom_y(j); MD_FLOAT delz = ztmp - atom_z(j); MD_FLOAT rsq = delx * delx + dely * dely + delz * delz; #ifdef EXPLICIT_TYPES const int type_i = atom->type[i]; const int type_j = atom->type[j]; const int type_ij = type_i * atom->ntypes + type_j; const MD_FLOAT cutforcesq = atom->cutforcesq[type_ij]; const MD_FLOAT sigma6 = atom->sigma6[type_ij]; const MD_FLOAT epsilon = atom->epsilon[type_ij]; #endif if(rsq < cutforcesq) { MD_FLOAT sr2 = 1.0 / rsq; MD_FLOAT sr6 = sr2 * sr2 * sr2 * sigma6; MD_FLOAT force = 48.0 * sr6 * (sr6 - 0.5) * sr2 * epsilon; fix[k] = delx * force; fiy[k] = dely * force; fiz[k] = delz * force; } } extern "C" { double computeForce( Parameter *param, Atom *atom, Neighbor *neighbor ) { int Nlocal = atom->Nlocal; int* neighs; MD_FLOAT* fx = atom->fx; MD_FLOAT* fy = atom->fy; MD_FLOAT* fz = atom->fz; #ifndef EXPLICIT_TYPES MD_FLOAT cutforcesq = param->cutforce * param->cutforce; MD_FLOAT sigma6 = param->sigma6; MD_FLOAT epsilon = param->epsilon; #endif for(int i = 0; i < Nlocal; i++) { fx[i] = 0.0; fy[i] = 0.0; fz[i] = 0.0; } Atom c_atom; c_atom.Natoms = atom->Natoms; c_atom.Nlocal = atom->Nlocal; c_atom.Nghost = atom->Nghost; c_atom.Nmax = atom->Nmax; c_atom.ntypes = atom->ntypes; size_t available, total; cudaMemGetInfo(&available, &total); printf("Available memory: %ldGB\r\n", available / 1024 / 1024 / 1024); cudaDeviceSetLimit(cudaLimitMallocHeapSize, available); // HINT: Run with cuda-memcheck ./MDBench-NVCC in case of error // HINT: Only works for data layout = AOS!!! checkError( "Malloc1", cudaMalloc((void**)&(c_atom.x), sizeof(MD_FLOAT) * atom->Nmax * 3) ); checkError( "Memcpy1", cudaMemcpy((void*)(c_atom.x), atom->x, sizeof(MD_FLOAT) * atom->Nmax * 3, cudaMemcpyHostToDevice) ); checkError( "Malloc4", cudaMalloc((void**)&(c_atom.type), sizeof(int) * atom->Nmax) ); checkError( "Memcpy4", cudaMemcpy(c_atom.type, atom->type, sizeof(int) * atom->Nmax, cudaMemcpyHostToDevice) ); checkError( "Malloc5", cudaMalloc((void**)&(c_atom.epsilon), sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes) ); checkError( "Memcpy5", cudaMemcpy(c_atom.epsilon, atom->epsilon, sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes, cudaMemcpyHostToDevice) ); checkError( "Malloc6", cudaMalloc((void**)&(c_atom.sigma6), sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes) ); checkError( "Memcpy6", cudaMemcpy(c_atom.sigma6, atom->sigma6, sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes, cudaMemcpyHostToDevice) ); checkError( "Malloc7", cudaMalloc((void**)&(c_atom.cutforcesq), sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes) ); checkError( "Memcpy7", cudaMemcpy(c_atom.cutforcesq, atom->cutforcesq, sizeof(MD_FLOAT) * atom->ntypes * atom->ntypes, cudaMemcpyHostToDevice) ); double S = getTimeStamp(); LIKWID_MARKER_START("force"); // #pragma omp parallel for for(int i = 0; i < Nlocal; i++) { neighs = &neighbor->neighbors[i * neighbor->maxneighs]; int numneighs = neighbor->numneigh[i]; MD_FLOAT xtmp = atom_x(i); MD_FLOAT ytmp = atom_y(i); MD_FLOAT ztmp = atom_z(i); #ifdef EXPLICIT_TYPES const int type_i = atom->type[i]; #endif int *c_neighs; cudaMalloc((void**)&c_neighs, sizeof(int) * numneighs); cudaMemcpy(c_neighs, neighs, sizeof(int) * numneighs, cudaMemcpyHostToDevice); MD_FLOAT *c_fix, *c_fiy, *c_fiz; cudaMalloc((void**)&c_fix, sizeof(MD_FLOAT) * numneighs); cudaMalloc((void**)&c_fiy, sizeof(MD_FLOAT) * numneighs); cudaMalloc((void**)&c_fiz, sizeof(MD_FLOAT) * numneighs); const int num_blocks = 64; const int num_threads_per_block = ceil((float)numneighs / (float)num_blocks); // printf("numneighs: %d => num-blocks: %d, num_threads_per_block => %d\r\n", numneighs, num_blocks, num_threads_per_block); // launch cuda kernel calc_force <<< num_blocks, num_threads_per_block >>> (c_atom, xtmp, ytmp, ztmp, c_fix, c_fiy, c_fiz, cutforcesq, sigma6, epsilon, i, numneighs, c_neighs); checkError( "PeekAtLastError", cudaPeekAtLastError() ); checkError( "DeviceSync", cudaDeviceSynchronize() ); printf("CUDA done!\r\n"); // sum result MD_FLOAT *d_fix = (MD_FLOAT*)malloc(sizeof(MD_FLOAT) * numneighs); MD_FLOAT *d_fiy = (MD_FLOAT*)malloc(sizeof(MD_FLOAT) * numneighs); MD_FLOAT *d_fiz = (MD_FLOAT*)malloc(sizeof(MD_FLOAT) * numneighs); cudaMemcpy((void**)&d_fix, c_fix, sizeof(MD_FLOAT) * numneighs, cudaMemcpyDeviceToHost); cudaMemcpy((void**)&d_fiy, c_fiy, sizeof(MD_FLOAT) * numneighs, cudaMemcpyDeviceToHost); cudaMemcpy((void**)&d_fiz, c_fiz, sizeof(MD_FLOAT) * numneighs, cudaMemcpyDeviceToHost); printf("COPY ALLOC done!\r\n"); for(int k = 0; k < numneighs; k++) { printf("%d\r\n", k); fx[i] += d_fix[k]; fy[i] += d_fiy[k]; fz[i] += d_fiz[k]; } printf("COPY done!\r\n"); } LIKWID_MARKER_STOP("force"); double E = getTimeStamp(); return E-S; } }