Rewrite the force calculations to fix memory issues
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4 changed files with 79 additions and 64 deletions
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@ -1,19 +1,80 @@
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#ifndef FORCES_CUH
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#define FORCES_CUH
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#include "pair_potentials.cuh"
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#include "potentials/pair_potentials.cuh"
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#include "precision.hpp"
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#include <cstdio>
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#include <type_traits>
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#include <variant>
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#include <vector>
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namespace CAC {
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/**
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* Calculate forces and energies using CUDA for acceleration
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* This code currently only accepts a single PairPotential object and does an
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* n^2 force calculation. Future improvements will:
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* - Allow for neighbor listing
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* - Allow for overlaid force calculations
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*/
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inline void reset_forces_and_energies(int n_particles, real *forces,
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real *energies) {
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cudaMemset(forces, 0, n_particles * sizeof(real) * 3);
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cudaMemset(energies, 0, n_particles * sizeof(real));
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}
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template <typename PotentialType>
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__global__ void calc_forces_and_energies(real *xs, real *forces, real *energies,
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int n_particles, real *box_bd,
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PairPotential &potential);
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int n_particles, real *box_len,
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PotentialType potential) {
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int i = blockIdx.x * blockDim.x + threadIdx.x;
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if (i == 0) {
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printf("n_particles: %d\n", n_particles);
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printf("box_len: %f %f %f\n", box_len[0], box_len[1], box_len[2]);
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}
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if (i < n_particles) {
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printf("Thread %d, Block %d\n", threadIdx.x, blockIdx.x);
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real xi = xs[3 * i];
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real yi = xs[3 * i + 1];
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real zi = xs[3 * i + 2];
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for (int j = 0; j < n_particles; j++) {
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if (i != j) {
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real xj = xs[3 * j];
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real yj = xs[3 * j + 1];
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real zj = xs[3 * j + 2];
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real dx = xi - xj;
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real dy = yi - yj;
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real dz = zi - zj;
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// Apply periodic boundary conditions
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dx -= box_len[0] * round(dx / box_len[0]);
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dy -= box_len[1] * round(dy / box_len[1]);
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dz -= box_len[2] * round(dz / box_len[2]);
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ForceAndEnergy sol = potential.calc_force_and_energy({dx, dy, dz});
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forces[3 * i] += sol.force.x;
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forces[3 * i + 1] += sol.force.y;
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forces[3 * i + 2] += sol.force.z;
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energies[i] += sol.energy;
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}
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}
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}
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}
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inline void launch_force_kernels(real *xs, real *forces, real *energies,
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int n_particles, real *box_len,
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std::vector<PairPotentials> potentials,
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int grid_size, int block_size) {
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reset_forces_and_energies(n_particles, forces, energies);
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for (const auto &potential : potentials) {
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std::visit(
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[&](const auto &potential) {
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using PotentialType = std::decay_t<decltype(potential)>;
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calc_forces_and_energies<PotentialType><<<grid_size, block_size>>>(
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xs, forces, energies, n_particles, box_len, potential);
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},
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potential);
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cudaDeviceSynchronize();
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}
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}
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} // namespace CAC
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#endif
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