hydro_iact.h 34 KB
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/*******************************************************************************
 * This file is part of SWIFT.
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 * Copyright (c) 2012 Pedro Gonnet (pedro.gonnet@durham.ac.uk)
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 *                    Matthieu Schaller (matthieu.schaller@durham.ac.uk)
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 *
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 * This program 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.
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 *
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 * This program 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 General Public License for more details.
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 *
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 * You should have received a copy of the GNU Lesser General Public License
 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
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 *
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 ******************************************************************************/
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#ifndef SWIFT_GADGET2_HYDRO_IACT_H
#define SWIFT_GADGET2_HYDRO_IACT_H
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/**
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 * @file Gadget2/hydro_iact.h
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 * @brief SPH interaction functions following the Gadget-2 version of SPH.
 *
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 * The interactions computed here are the ones presented in the Gadget-2 paper
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 * Springel, V., MNRAS, Volume 364, Issue 4, pp. 1105-1134.
 * We use the same numerical coefficients as the Gadget-2 code. When used with
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 * the Spline-3 kernel, the results should be equivalent to the ones obtained
 * with Gadget-2 up to the rounding errors and interactions missed by the
 * Gadget-2 tree-code neighbours search.
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 */

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#include "cache.h"
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#include "minmax.h"
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/**
 * @brief Density loop
 */
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__attribute__((always_inline)) INLINE static void runner_iact_density(
    float r2, float *dx, float hi, float hj, struct part *pi, struct part *pj) {

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  float wi, wi_dx;
  float wj, wj_dx;
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  float dv[3], curlvr[3];
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  /* Get the masses. */
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  const float mi = pi->mass;
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  const float mj = pj->mass;

  /* Get r and r inverse. */
  const float r = sqrtf(r2);
  const float r_inv = 1.0f / r;

  /* Compute the kernel function for pi */
  const float hi_inv = 1.f / hi;
  const float ui = r * hi_inv;
  kernel_deval(ui, &wi, &wi_dx);

  /* Compute contribution to the density */
  pi->rho += mj * wi;
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  pi->density.rho_dh -= mj * (hydro_dimension * wi + ui * wi_dx);
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  /* Compute contribution to the number of neighbours */
  pi->density.wcount += wi;
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  pi->density.wcount_dh -= (hydro_dimension * wi + ui * wi_dx);
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  /* Compute the kernel function for pj */
  const float hj_inv = 1.f / hj;
  const float uj = r * hj_inv;
  kernel_deval(uj, &wj, &wj_dx);

  /* Compute contribution to the density */
  pj->rho += mi * wj;
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  pj->density.rho_dh -= mi * (hydro_dimension * wj + uj * wj_dx);
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  /* Compute contribution to the number of neighbours */
  pj->density.wcount += wj;
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  pj->density.wcount_dh -= (hydro_dimension * wj + uj * wj_dx);
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  const float faci = mj * wi_dx * r_inv;
  const float facj = mi * wj_dx * r_inv;
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  /* Compute dv dot r */
  dv[0] = pi->v[0] - pj->v[0];
  dv[1] = pi->v[1] - pj->v[1];
  dv[2] = pi->v[2] - pj->v[2];
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  const float dvdr = dv[0] * dx[0] + dv[1] * dx[1] + dv[2] * dx[2];

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  pi->density.div_v -= faci * dvdr;
  pj->density.div_v -= facj * dvdr;
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  /* Compute dv cross r */
  curlvr[0] = dv[1] * dx[2] - dv[2] * dx[1];
  curlvr[1] = dv[2] * dx[0] - dv[0] * dx[2];
  curlvr[2] = dv[0] * dx[1] - dv[1] * dx[0];

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  pi->density.rot_v[0] += faci * curlvr[0];
  pi->density.rot_v[1] += faci * curlvr[1];
  pi->density.rot_v[2] += faci * curlvr[2];
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  pj->density.rot_v[0] += facj * curlvr[0];
  pj->density.rot_v[1] += facj * curlvr[1];
  pj->density.rot_v[2] += facj * curlvr[2];
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#ifdef DEBUG_INTERACTIONS_SPH
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  /* Update ngb counters */
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  if(pi->num_ngb_density < MAX_NUM_OF_NEIGHBOURS)
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    pi->ids_ngbs_density[pi->num_ngb_density] = pj->id;
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  ++pi->num_ngb_density;
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  if(pj->num_ngb_density < MAX_NUM_OF_NEIGHBOURS)
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    pj->ids_ngbs_density[pj->num_ngb_density] = pi->id;
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  ++pj->num_ngb_density;
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#endif

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}

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/**
 * @brief Density loop (non-symmetric version)
 */
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__attribute__((always_inline)) INLINE static void runner_iact_nonsym_density(
    float r2, float *dx, float hi, float hj, struct part *pi, struct part *pj) {

  float wi, wi_dx;
  float dv[3], curlvr[3];

  /* Get the masses. */
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  const float mj = pj->mass;
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  /* Get r and r inverse. */
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  const float r = sqrtf(r2);
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  const float r_inv = 1.0f / r;
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  /* Compute the kernel function */
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  const float hi_inv = 1.0f / hi;
  const float ui = r * hi_inv;
  kernel_deval(ui, &wi, &wi_dx);
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  /* Compute contribution to the density */
  pi->rho += mj * wi;
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  pi->density.rho_dh -= mj * (hydro_dimension * wi + ui * wi_dx);
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  /* Compute contribution to the number of neighbours */
  pi->density.wcount += wi;
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  pi->density.wcount_dh -= (hydro_dimension * wi + ui * wi_dx);
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  const float fac = mj * wi_dx * r_inv;
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  /* Compute dv dot r */
  dv[0] = pi->v[0] - pj->v[0];
  dv[1] = pi->v[1] - pj->v[1];
  dv[2] = pi->v[2] - pj->v[2];
  const float dvdr = dv[0] * dx[0] + dv[1] * dx[1] + dv[2] * dx[2];
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  pi->density.div_v -= fac * dvdr;
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  /* Compute dv cross r */
  curlvr[0] = dv[1] * dx[2] - dv[2] * dx[1];
  curlvr[1] = dv[2] * dx[0] - dv[0] * dx[2];
  curlvr[2] = dv[0] * dx[1] - dv[1] * dx[0];

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  pi->density.rot_v[0] += fac * curlvr[0];
  pi->density.rot_v[1] += fac * curlvr[1];
  pi->density.rot_v[2] += fac * curlvr[2];
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#ifdef DEBUG_INTERACTIONS_SPH
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  /* Update ngb counters */
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  if(pi->num_ngb_density < MAX_NUM_OF_NEIGHBOURS)
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    pi->ids_ngbs_density[pi->num_ngb_density] = pj->id;
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  ++pi->num_ngb_density;
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#endif

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}

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#ifdef WITH_VECTORIZATION
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/**
 * @brief Density interaction computed using 1 vector
 * (non-symmetric vectorized version).
 */
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__attribute__((always_inline)) INLINE static void
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runner_iact_nonsym_1_vec_density(vector *r2, vector *dx, vector *dy, vector *dz,
                                 vector hi_inv, vector vix, vector viy,
                                 vector viz, float *Vjx, float *Vjy, float *Vjz,
                                 float *Mj, vector *rhoSum, vector *rho_dhSum,
                                 vector *wcountSum, vector *wcount_dhSum,
                                 vector *div_vSum, vector *curlvxSum,
                                 vector *curlvySum, vector *curlvzSum,
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                                 mask_t mask) {
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  vector r, ri, ui, wi, wi_dx;
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  vector dvx, dvy, dvz;
  vector dvdr;
  vector curlvrx, curlvry, curlvrz;
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  /* Fill the vectors. */
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  const vector mj = vector_load(Mj);
  const vector vjx = vector_load(Vjx);
  const vector vjy = vector_load(Vjy);
  const vector vjz = vector_load(Vjz);
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  /* Get the radius and inverse radius. */
  ri = vec_reciprocal_sqrt(*r2);
  r.v = vec_mul(r2->v, ri.v);

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  ui.v = vec_mul(r.v, hi_inv.v);
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  /* Calculate the kernel for two particles. */
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  kernel_deval_1_vec(&ui, &wi, &wi_dx);
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  /* Compute dv. */
  dvx.v = vec_sub(vix.v, vjx.v);
  dvy.v = vec_sub(viy.v, vjy.v);
  dvz.v = vec_sub(viz.v, vjz.v);

  /* Compute dv dot r */
  dvdr.v = vec_fma(dvx.v, dx->v, vec_fma(dvy.v, dy->v, vec_mul(dvz.v, dz->v)));
  dvdr.v = vec_mul(dvdr.v, ri.v);

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  /* Compute dv cross r */
  curlvrx.v =
      vec_fma(dvy.v, dz->v, vec_mul(vec_set1(-1.0f), vec_mul(dvz.v, dy->v)));
  curlvry.v =
      vec_fma(dvz.v, dx->v, vec_mul(vec_set1(-1.0f), vec_mul(dvx.v, dz->v)));
  curlvrz.v =
      vec_fma(dvx.v, dy->v, vec_mul(vec_set1(-1.0f), vec_mul(dvy.v, dx->v)));
  curlvrx.v = vec_mul(curlvrx.v, ri.v);
  curlvry.v = vec_mul(curlvry.v, ri.v);
  curlvrz.v = vec_mul(curlvrz.v, ri.v);

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  vector wcount_dh_update;
  wcount_dh_update.v =
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      vec_fma(vec_set1(hydro_dimension), wi.v, vec_mul(ui.v, wi_dx.v));
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  /* Mask updates to intermediate vector sums for particle pi. */
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  rhoSum->v = vec_mask_add(rhoSum->v, vec_mul(mj.v, wi.v), mask);
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  rho_dhSum->v =
      vec_mask_sub(rho_dhSum->v, vec_mul(mj.v, wcount_dh_update.v), mask);
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  wcountSum->v = vec_mask_add(wcountSum->v, wi.v, mask);
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  wcount_dhSum->v = vec_mask_sub(wcount_dhSum->v, wcount_dh_update.v, mask);
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  div_vSum->v =
      vec_mask_sub(div_vSum->v, vec_mul(mj.v, vec_mul(dvdr.v, wi_dx.v)), mask);
  curlvxSum->v = vec_mask_add(curlvxSum->v,
                              vec_mul(mj.v, vec_mul(curlvrx.v, wi_dx.v)), mask);
  curlvySum->v = vec_mask_add(curlvySum->v,
                              vec_mul(mj.v, vec_mul(curlvry.v, wi_dx.v)), mask);
  curlvzSum->v = vec_mask_add(curlvzSum->v,
                              vec_mul(mj.v, vec_mul(curlvrz.v, wi_dx.v)), mask);
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}

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/**
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 * @brief Density interaction computed using 2 interleaved vectors
 * (non-symmetric vectorized version).
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 */
__attribute__((always_inline)) INLINE static void
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runner_iact_nonsym_2_vec_density(float *R2, float *Dx, float *Dy, float *Dz,
                                 vector hi_inv, vector vix, vector viy,
                                 vector viz, float *Vjx, float *Vjy, float *Vjz,
                                 float *Mj, vector *rhoSum, vector *rho_dhSum,
                                 vector *wcountSum, vector *wcount_dhSum,
                                 vector *div_vSum, vector *curlvxSum,
                                 vector *curlvySum, vector *curlvzSum,
                                 mask_t mask, mask_t mask2, short mask_cond) {
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  vector r, ri, ui, wi, wi_dx;
  vector dvx, dvy, dvz;
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  vector dvdr;
  vector curlvrx, curlvry, curlvrz;
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  vector r_2, ri2, ui2, wi2, wi_dx2;
  vector dvx2, dvy2, dvz2;
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  vector dvdr2;
  vector curlvrx2, curlvry2, curlvrz2;

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  /* Fill the vectors. */
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  const vector mj = vector_load(Mj);
  const vector mj2 = vector_load(&Mj[VEC_SIZE]);
  const vector vjx = vector_load(Vjx);
  const vector vjx2 = vector_load(&Vjx[VEC_SIZE]);
  const vector vjy = vector_load(Vjy);
  const vector vjy2 = vector_load(&Vjy[VEC_SIZE]);
  const vector vjz = vector_load(Vjz);
  const vector vjz2 = vector_load(&Vjz[VEC_SIZE]);
  const vector dx = vector_load(Dx);
  const vector dx2 = vector_load(&Dx[VEC_SIZE]);
  const vector dy = vector_load(Dy);
  const vector dy2 = vector_load(&Dy[VEC_SIZE]);
  const vector dz = vector_load(Dz);
  const vector dz2 = vector_load(&Dz[VEC_SIZE]);
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  /* Get the radius and inverse radius. */
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  const vector r2 = vector_load(R2);
  const vector r2_2 = vector_load(&R2[VEC_SIZE]);
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  ri = vec_reciprocal_sqrt(r2);
  ri2 = vec_reciprocal_sqrt(r2_2);
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  r.v = vec_mul(r2.v, ri.v);
  r_2.v = vec_mul(r2_2.v, ri2.v);

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  ui.v = vec_mul(r.v, hi_inv.v);
  ui2.v = vec_mul(r_2.v, hi_inv.v);
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  /* Calculate the kernel for two particles. */
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  kernel_deval_2_vec(&ui, &wi, &wi_dx, &ui2, &wi2, &wi_dx2);
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  /* Compute dv. */
  dvx.v = vec_sub(vix.v, vjx.v);
  dvx2.v = vec_sub(vix.v, vjx2.v);
  dvy.v = vec_sub(viy.v, vjy.v);
  dvy2.v = vec_sub(viy.v, vjy2.v);
  dvz.v = vec_sub(viz.v, vjz.v);
  dvz2.v = vec_sub(viz.v, vjz2.v);

  /* Compute dv dot r */
  dvdr.v = vec_fma(dvx.v, dx.v, vec_fma(dvy.v, dy.v, vec_mul(dvz.v, dz.v)));
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  dvdr2.v =
      vec_fma(dvx2.v, dx2.v, vec_fma(dvy2.v, dy2.v, vec_mul(dvz2.v, dz2.v)));
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  dvdr.v = vec_mul(dvdr.v, ri.v);
  dvdr2.v = vec_mul(dvdr2.v, ri2.v);

  /* Compute dv cross r */
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  curlvrx.v =
      vec_fma(dvy.v, dz.v, vec_mul(vec_set1(-1.0f), vec_mul(dvz.v, dy.v)));
  curlvrx2.v =
      vec_fma(dvy2.v, dz2.v, vec_mul(vec_set1(-1.0f), vec_mul(dvz2.v, dy2.v)));
  curlvry.v =
      vec_fma(dvz.v, dx.v, vec_mul(vec_set1(-1.0f), vec_mul(dvx.v, dz.v)));
  curlvry2.v =
      vec_fma(dvz2.v, dx2.v, vec_mul(vec_set1(-1.0f), vec_mul(dvx2.v, dz2.v)));
  curlvrz.v =
      vec_fma(dvx.v, dy.v, vec_mul(vec_set1(-1.0f), vec_mul(dvy.v, dx.v)));
  curlvrz2.v =
      vec_fma(dvx2.v, dy2.v, vec_mul(vec_set1(-1.0f), vec_mul(dvy2.v, dx2.v)));
  curlvrx.v = vec_mul(curlvrx.v, ri.v);
  curlvrx2.v = vec_mul(curlvrx2.v, ri2.v);
  curlvry.v = vec_mul(curlvry.v, ri.v);
  curlvry2.v = vec_mul(curlvry2.v, ri2.v);
  curlvrz.v = vec_mul(curlvrz.v, ri.v);
  curlvrz2.v = vec_mul(curlvrz2.v, ri2.v);

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  vector wcount_dh_update, wcount_dh_update2;
  wcount_dh_update.v =
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      vec_fma(vec_set1(hydro_dimension), wi.v, vec_mul(ui.v, wi_dx.v));
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  wcount_dh_update2.v =
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      vec_fma(vec_set1(hydro_dimension), wi2.v, vec_mul(ui2.v, wi_dx2.v));
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  /* Mask updates to intermediate vector sums for particle pi. */
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  /* Mask only when needed. */
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  if (mask_cond) {
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    rhoSum->v = vec_mask_add(rhoSum->v, vec_mul(mj.v, wi.v), mask);
    rhoSum->v = vec_mask_add(rhoSum->v, vec_mul(mj2.v, wi2.v), mask2);
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    rho_dhSum->v =
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        vec_mask_sub(rho_dhSum->v, vec_mul(mj.v, wcount_dh_update.v), mask);
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    rho_dhSum->v =
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        vec_mask_sub(rho_dhSum->v, vec_mul(mj2.v, wcount_dh_update2.v), mask2);
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    wcountSum->v = vec_mask_add(wcountSum->v, wi.v, mask);
    wcountSum->v = vec_mask_add(wcountSum->v, wi2.v, mask2);
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    wcount_dhSum->v = vec_mask_sub(wcount_dhSum->v, wcount_dh_update.v, mask);
    wcount_dhSum->v = vec_mask_sub(wcount_dhSum->v, wcount_dh_update2.v, mask2);
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    div_vSum->v = vec_mask_sub(div_vSum->v,
                               vec_mul(mj.v, vec_mul(dvdr.v, wi_dx.v)), mask);
    div_vSum->v = vec_mask_sub(
        div_vSum->v, vec_mul(mj2.v, vec_mul(dvdr2.v, wi_dx2.v)), mask2);
    curlvxSum->v = vec_mask_add(
        curlvxSum->v, vec_mul(mj.v, vec_mul(curlvrx.v, wi_dx.v)), mask);
    curlvxSum->v = vec_mask_add(
        curlvxSum->v, vec_mul(mj2.v, vec_mul(curlvrx2.v, wi_dx2.v)), mask2);
    curlvySum->v = vec_mask_add(
        curlvySum->v, vec_mul(mj.v, vec_mul(curlvry.v, wi_dx.v)), mask);
    curlvySum->v = vec_mask_add(
        curlvySum->v, vec_mul(mj2.v, vec_mul(curlvry2.v, wi_dx2.v)), mask2);
    curlvzSum->v = vec_mask_add(
        curlvzSum->v, vec_mul(mj.v, vec_mul(curlvrz.v, wi_dx.v)), mask);
    curlvzSum->v = vec_mask_add(
        curlvzSum->v, vec_mul(mj2.v, vec_mul(curlvrz2.v, wi_dx2.v)), mask2);
  } else {
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    rhoSum->v = vec_add(rhoSum->v, vec_mul(mj.v, wi.v));
    rhoSum->v = vec_add(rhoSum->v, vec_mul(mj2.v, wi2.v));
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    rho_dhSum->v = vec_sub(rho_dhSum->v, vec_mul(mj.v, wcount_dh_update.v));
    rho_dhSum->v = vec_sub(rho_dhSum->v, vec_mul(mj2.v, wcount_dh_update2.v));
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    wcountSum->v = vec_add(wcountSum->v, wi.v);
    wcountSum->v = vec_add(wcountSum->v, wi2.v);
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    wcount_dhSum->v = vec_sub(wcount_dhSum->v, wcount_dh_update.v);
    wcount_dhSum->v = vec_sub(wcount_dhSum->v, wcount_dh_update2.v);
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    div_vSum->v = vec_sub(div_vSum->v, vec_mul(mj.v, vec_mul(dvdr.v, wi_dx.v)));
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    div_vSum->v =
        vec_sub(div_vSum->v, vec_mul(mj2.v, vec_mul(dvdr2.v, wi_dx2.v)));
    curlvxSum->v =
        vec_add(curlvxSum->v, vec_mul(mj.v, vec_mul(curlvrx.v, wi_dx.v)));
    curlvxSum->v =
        vec_add(curlvxSum->v, vec_mul(mj2.v, vec_mul(curlvrx2.v, wi_dx2.v)));
    curlvySum->v =
        vec_add(curlvySum->v, vec_mul(mj.v, vec_mul(curlvry.v, wi_dx.v)));
    curlvySum->v =
        vec_add(curlvySum->v, vec_mul(mj2.v, vec_mul(curlvry2.v, wi_dx2.v)));
    curlvzSum->v =
        vec_add(curlvzSum->v, vec_mul(mj.v, vec_mul(curlvrz.v, wi_dx.v)));
    curlvzSum->v =
        vec_add(curlvzSum->v, vec_mul(mj2.v, vec_mul(curlvrz2.v, wi_dx2.v)));
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  }
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}
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#endif
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/**
 * @brief Force loop
 */
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__attribute__((always_inline)) INLINE static void runner_iact_force(
    float r2, float *dx, float hi, float hj, struct part *pi, struct part *pj) {

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  float wi, wj, wi_dx, wj_dx;

  const float fac_mu = 1.f; /* Will change with cosmological integration */
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  const float r = sqrtf(r2);
  const float r_inv = 1.0f / r;

  /* Get some values in local variables. */
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  const float mi = pi->mass;
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  const float mj = pj->mass;
  const float rhoi = pi->rho;
  const float rhoj = pj->rho;

  /* Get the kernel for hi. */
  const float hi_inv = 1.0f / hi;
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  const float hid_inv = pow_dimension_plus_one(hi_inv); /* 1/h^(d+1) */
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  const float ui = r * hi_inv;
  kernel_deval(ui, &wi, &wi_dx);
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  const float wi_dr = hid_inv * wi_dx;
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  /* Get the kernel for hj. */
  const float hj_inv = 1.0f / hj;
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  const float hjd_inv = pow_dimension_plus_one(hj_inv); /* 1/h^(d+1) */
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  const float xj = r * hj_inv;
  kernel_deval(xj, &wj, &wj_dx);
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  const float wj_dr = hjd_inv * wj_dx;
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  /* Compute h-gradient terms */
  const float f_i = pi->force.f;
  const float f_j = pj->force.f;

  /* Compute pressure terms */
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  const float P_over_rho2_i = pi->force.P_over_rho2;
  const float P_over_rho2_j = pj->force.P_over_rho2;
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  /* Compute sound speeds */
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  const float ci = pi->force.soundspeed;
  const float cj = pj->force.soundspeed;
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  /* Compute dv dot r. */
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  const float dvdr = (pi->v[0] - pj->v[0]) * dx[0] +
                     (pi->v[1] - pj->v[1]) * dx[1] +
                     (pi->v[2] - pj->v[2]) * dx[2];
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  /* Balsara term */
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  const float balsara_i = pi->force.balsara;
  const float balsara_j = pj->force.balsara;
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  /* Are the particles moving towards each others ? */
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  const float omega_ij = (dvdr < 0.f) ? dvdr : 0.f;
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  const float mu_ij = fac_mu * r_inv * omega_ij; /* This is 0 or negative */

  /* Signal velocity */
  const float v_sig = ci + cj - 3.f * mu_ij;

  /* Now construct the full viscosity term */
  const float rho_ij = 0.5f * (rhoi + rhoj);
  const float visc = -0.25f * const_viscosity_alpha * v_sig * mu_ij *
                     (balsara_i + balsara_j) / rho_ij;
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  /* Now, convolve with the kernel */
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  const float visc_term = 0.5f * visc * (wi_dr + wj_dr) * r_inv;
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  const float sph_term =
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      (f_i * P_over_rho2_i * wi_dr + f_j * P_over_rho2_j * wj_dr) * r_inv;
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  /* Eventually got the acceleration */
  const float acc = visc_term + sph_term;

  /* Use the force Luke ! */
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  pi->a_hydro[0] -= mj * acc * dx[0];
  pi->a_hydro[1] -= mj * acc * dx[1];
  pi->a_hydro[2] -= mj * acc * dx[2];
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  pj->a_hydro[0] += mi * acc * dx[0];
  pj->a_hydro[1] += mi * acc * dx[1];
  pj->a_hydro[2] += mi * acc * dx[2];
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  /* Get the time derivative for h. */
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  pi->force.h_dt -= mj * dvdr * r_inv / rhoj * wi_dr;
  pj->force.h_dt -= mi * dvdr * r_inv / rhoi * wj_dr;
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  /* Update the signal velocity. */
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  pi->force.v_sig = (pi->force.v_sig > v_sig) ? pi->force.v_sig : v_sig;
  pj->force.v_sig = (pj->force.v_sig > v_sig) ? pj->force.v_sig : v_sig;
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  /* Change in entropy */
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  pi->entropy_dt += mj * visc_term * dvdr;
  pj->entropy_dt += mi * visc_term * dvdr;
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  /* Update ngb counters */
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  if(pi->num_ngb_force < MAX_NUM_OF_NEIGHBOURS)
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    pi->ids_ngbs_force[pi->num_ngb_force] = pj->id;
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  ++pi->num_ngb_force;
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  if(pj->num_ngb_force < MAX_NUM_OF_NEIGHBOURS)
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    pj->ids_ngbs_force[pj->num_ngb_force] = pi->id;
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  ++pj->num_ngb_force;
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#endif

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}
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/**
 * @brief Force loop (non-symmetric version)
 */
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__attribute__((always_inline)) INLINE static void runner_iact_nonsym_force(
    float r2, float *dx, float hi, float hj, struct part *pi, struct part *pj) {

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  float wi, wj, wi_dx, wj_dx;

  const float fac_mu = 1.f; /* Will change with cosmological integration */
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  const float r = sqrtf(r2);
  const float r_inv = 1.0f / r;

  /* Get some values in local variables. */
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  // const float mi = pi->mass;
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  const float mj = pj->mass;
  const float rhoi = pi->rho;
  const float rhoj = pj->rho;

  /* Get the kernel for hi. */
  const float hi_inv = 1.0f / hi;
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  const float hid_inv = pow_dimension_plus_one(hi_inv); /* 1/h^(d+1) */
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  const float ui = r * hi_inv;
  kernel_deval(ui, &wi, &wi_dx);
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  const float wi_dr = hid_inv * wi_dx;
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  /* Get the kernel for hj. */
  const float hj_inv = 1.0f / hj;
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  const float hjd_inv = pow_dimension_plus_one(hj_inv); /* 1/h^(d+1) */
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  const float xj = r * hj_inv;
  kernel_deval(xj, &wj, &wj_dx);
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  const float wj_dr = hjd_inv * wj_dx;
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  /* Compute h-gradient terms */
  const float f_i = pi->force.f;
  const float f_j = pj->force.f;

  /* Compute pressure terms */
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  const float P_over_rho2_i = pi->force.P_over_rho2;
  const float P_over_rho2_j = pj->force.P_over_rho2;
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  /* Compute sound speeds */
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  const float ci = pi->force.soundspeed;
  const float cj = pj->force.soundspeed;
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  /* Compute dv dot r. */
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  const float dvdr = (pi->v[0] - pj->v[0]) * dx[0] +
                     (pi->v[1] - pj->v[1]) * dx[1] +
                     (pi->v[2] - pj->v[2]) * dx[2];
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  /* Balsara term */
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  const float balsara_i = pi->force.balsara;
  const float balsara_j = pj->force.balsara;
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  /* Are the particles moving towards each others ? */
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  const float omega_ij = (dvdr < 0.f) ? dvdr : 0.f;
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  const float mu_ij = fac_mu * r_inv * omega_ij; /* This is 0 or negative */

  /* Signal velocity */
  const float v_sig = ci + cj - 3.f * mu_ij;

  /* Now construct the full viscosity term */
  const float rho_ij = 0.5f * (rhoi + rhoj);
  const float visc = -0.25f * const_viscosity_alpha * v_sig * mu_ij *
                     (balsara_i + balsara_j) / rho_ij;
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  /* Now, convolve with the kernel */
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  const float visc_term = 0.5f * visc * (wi_dr + wj_dr) * r_inv;
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  const float sph_term =
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      (f_i * P_over_rho2_i * wi_dr + f_j * P_over_rho2_j * wj_dr) * r_inv;
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  /* Eventually got the acceleration */
  const float acc = visc_term + sph_term;
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  /* Use the force Luke ! */
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  pi->a_hydro[0] -= mj * acc * dx[0];
  pi->a_hydro[1] -= mj * acc * dx[1];
  pi->a_hydro[2] -= mj * acc * dx[2];
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  /* Get the time derivative for h. */
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  pi->force.h_dt -= mj * dvdr * r_inv / rhoj * wi_dr;
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  /* Update the signal velocity. */
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  pi->force.v_sig = (pi->force.v_sig > v_sig) ? pi->force.v_sig : v_sig;
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  /* Change in entropy */
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  pi->entropy_dt += mj * visc_term * dvdr;
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#ifdef DEBUG_INTERACTIONS_SPH
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  /* Update ngb counters */
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  if(pi->num_ngb_force < MAX_NUM_OF_NEIGHBOURS)
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    pi->ids_ngbs_force[pi->num_ngb_force] = pj->id;
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  ++pi->num_ngb_force;
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#endif

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}
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#ifdef WITH_VECTORIZATION
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static const vector const_viscosity_alpha_fac =
    FILL_VEC(-0.25f * const_viscosity_alpha);
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/**
 * @brief Force interaction computed using 1 vector
 * (non-symmetric vectorized version).
 */
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__attribute__((always_inline)) INLINE static void
runner_iact_nonsym_1_vec_force(
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    vector *r2, vector *dx, vector *dy, vector *dz, vector vix, vector viy,
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    vector viz, vector pirho, vector grad_hi, vector piPOrho2, vector balsara_i,
    vector ci, float *Vjx, float *Vjy, float *Vjz, float *Pjrho, float *Grad_hj,
    float *PjPOrho2, float *Balsara_j, float *Cj, float *Mj, vector hi_inv,
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    vector hj_inv, vector *a_hydro_xSum, vector *a_hydro_ySum,
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    vector *a_hydro_zSum, vector *h_dtSum, vector *v_sigSum,
    vector *entropy_dtSum, mask_t mask) {
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#ifdef WITH_VECTORIZATION

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  vector r, ri;
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  vector dvx, dvy, dvz;
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  vector xi, xj;
  vector hid_inv, hjd_inv;
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  vector wi_dx, wj_dx, wi_dr, wj_dr, dvdr;
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  vector piax, piay, piaz;
  vector pih_dt;
  vector v_sig;
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  vector omega_ij, mu_ij, balsara;
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  vector rho_ij, visc, visc_term, sph_term, acc, entropy_dt;

  /* Fill vectors. */
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  const vector vjx = vector_load(Vjx);
  const vector vjy = vector_load(Vjy);
  const vector vjz = vector_load(Vjz);
  const vector mj = vector_load(Mj);
  const vector pjrho = vector_load(Pjrho);
  const vector grad_hj = vector_load(Grad_hj);
  const vector pjPOrho2 = vector_load(PjPOrho2);
  const vector balsara_j = vector_load(Balsara_j);
  const vector cj = vector_load(Cj);
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  const vector fac_mu =
      vector_set1(1.f); /* Will change with cosmological integration */
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  /* Load stuff. */
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  balsara.v = vec_add(balsara_i.v, balsara_j.v);
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  /* Get the radius and inverse radius. */
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  ri = vec_reciprocal_sqrt(*r2);
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  r.v = vec_mul(r2->v, ri.v);
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  /* Get the kernel for hi. */
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  hid_inv = pow_dimension_plus_one_vec(hi_inv);
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  xi.v = vec_mul(r.v, hi_inv.v);
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  kernel_eval_dWdx_force_vec(&xi, &wi_dx);
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  wi_dr.v = vec_mul(hid_inv.v, wi_dx.v);
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  /* Get the kernel for hj. */
  hjd_inv = pow_dimension_plus_one_vec(hj_inv);
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  xj.v = vec_mul(r.v, hj_inv.v);
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  /* Calculate the kernel. */
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  kernel_eval_dWdx_force_vec(&xj, &wj_dx);
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  wj_dr.v = vec_mul(hjd_inv.v, wj_dx.v);

  /* Compute dv. */
  dvx.v = vec_sub(vix.v, vjx.v);
  dvy.v = vec_sub(viy.v, vjy.v);
  dvz.v = vec_sub(viz.v, vjz.v);
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  /* Compute dv dot r. */
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  dvdr.v = vec_fma(dvx.v, dx->v, vec_fma(dvy.v, dy->v, vec_mul(dvz.v, dz->v)));
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  /* Compute the relative velocity. (This is 0 if the particles move away from
   * each other and negative otherwise) */
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  omega_ij.v = vec_fmin(dvdr.v, vec_setzero());
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  mu_ij.v =
      vec_mul(fac_mu.v, vec_mul(ri.v, omega_ij.v)); /* This is 0 or negative */
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  /* Compute signal velocity */
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  v_sig.v = vec_fnma(vec_set1(3.f), mu_ij.v, vec_add(ci.v, cj.v));
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  /* Now construct the full viscosity term */
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  rho_ij.v = vec_mul(vec_set1(0.5f), vec_add(pirho.v, pjrho.v));
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  visc.v = vec_div(vec_mul(const_viscosity_alpha_fac.v,
                           vec_mul(v_sig.v, vec_mul(mu_ij.v, balsara.v))),
                   rho_ij.v);
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  /* Now, convolve with the kernel */
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  visc_term.v =
      vec_mul(vec_set1(0.5f),
              vec_mul(visc.v, vec_mul(vec_add(wi_dr.v, wj_dr.v), ri.v)));
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  sph_term.v =
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      vec_mul(vec_fma(vec_mul(grad_hi.v, piPOrho2.v), wi_dr.v,
                      vec_mul(grad_hj.v, vec_mul(pjPOrho2.v, wj_dr.v))),
              ri.v);
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  /* Eventually get the acceleration */
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  acc.v = vec_add(visc_term.v, sph_term.v);
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  /* Use the force, Luke! */
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  piax.v = vec_mul(mj.v, vec_mul(dx->v, acc.v));
  piay.v = vec_mul(mj.v, vec_mul(dy->v, acc.v));
  piaz.v = vec_mul(mj.v, vec_mul(dz->v, acc.v));
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  /* Get the time derivative for h. */
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  pih_dt.v =
      vec_div(vec_mul(mj.v, vec_mul(dvdr.v, vec_mul(ri.v, wi_dr.v))), pjrho.v);
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  /* Change in entropy */
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  entropy_dt.v = vec_mul(mj.v, vec_mul(visc_term.v, dvdr.v));
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  /* Store the forces back on the particles. */
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  a_hydro_xSum->v = vec_mask_sub(a_hydro_xSum->v, piax.v, mask);
  a_hydro_ySum->v = vec_mask_sub(a_hydro_ySum->v, piay.v, mask);
  a_hydro_zSum->v = vec_mask_sub(a_hydro_zSum->v, piaz.v, mask);
  h_dtSum->v = vec_mask_sub(h_dtSum->v, pih_dt.v, mask);
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  v_sigSum->v = vec_fmax(v_sigSum->v, vec_and_mask(v_sig.v, mask));
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  entropy_dtSum->v = vec_mask_add(entropy_dtSum->v, entropy_dt.v, mask);
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#else

  error(
      "The Gadget2 serial version of runner_iact_nonsym_force was called when "
      "the vectorised version should have been used.");

#endif
}

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/**
 * @brief Force interaction computed using 2 interleaved vectors
 * (non-symmetric vectorized version).
 */
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__attribute__((always_inline)) INLINE static void
runner_iact_nonsym_2_vec_force(
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    float *R2, float *Dx, float *Dy, float *Dz, vector vix, vector viy,
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    vector viz, vector pirho, vector grad_hi, vector piPOrho2, vector balsara_i,
    vector ci, float *Vjx, float *Vjy, float *Vjz, float *Pjrho, float *Grad_hj,
    float *PjPOrho2, float *Balsara_j, float *Cj, float *Mj, vector hi_inv,
    float *Hj_inv, vector *a_hydro_xSum, vector *a_hydro_ySum,
    vector *a_hydro_zSum, vector *h_dtSum, vector *v_sigSum,
    vector *entropy_dtSum, mask_t mask, mask_t mask_2, short mask_cond) {
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#ifdef WITH_VECTORIZATION

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  vector r, ri;
  vector dvx, dvy, dvz;
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  vector ui, uj;
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  vector hid_inv, hjd_inv;
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  vector wi_dx, wj_dx, wi_dr, wj_dr, dvdr;
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  vector piax, piay, piaz;
  vector pih_dt;
  vector v_sig;
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  vector omega_ij, mu_ij, balsara;
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  vector rho_ij, visc, visc_term, sph_term, acc, entropy_dt;

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  vector r_2, ri_2;
  vector dvx_2, dvy_2, dvz_2;
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  vector ui_2, uj_2;
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  vector hjd_inv_2;
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  vector wi_dx_2, wj_dx_2, wi_dr_2, wj_dr_2, dvdr_2;
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  vector piax_2, piay_2, piaz_2;
  vector pih_dt_2;
  vector v_sig_2;
  vector omega_ij_2, mu_ij_2, balsara_2;
  vector rho_ij_2, visc_2, visc_term_2, sph_term_2, acc_2, entropy_dt_2;

  /* Fill vectors. */
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  const vector mj = vector_load(Mj);
  const vector mj_2 = vector_load(&Mj[VEC_SIZE]);
  const vector vjx = vector_load(Vjx);
  const vector vjx_2 = vector_load(&Vjx[VEC_SIZE]);
  const vector vjy = vector_load(Vjy);
  const vector vjy_2 = vector_load(&Vjy[VEC_SIZE]);
  const vector vjz = vector_load(Vjz);
  const vector vjz_2 = vector_load(&Vjz[VEC_SIZE]);
  const vector dx = vector_load(Dx);
  const vector dx_2 = vector_load(&Dx[VEC_SIZE]);
  const vector dy = vector_load(Dy);
  const vector dy_2 = vector_load(&Dy[VEC_SIZE]);
  const vector dz = vector_load(Dz);
  const vector dz_2 = vector_load(&Dz[VEC_SIZE]);
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  /* Get the radius and inverse radius. */
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  const vector r2 = vector_load(R2);
  const vector r2_2 = vector_load(&R2[VEC_SIZE]);
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  ri = vec_reciprocal_sqrt(r2);
  ri_2 = vec_reciprocal_sqrt(r2_2);
  r.v = vec_mul(r2.v, ri.v);
  r_2.v = vec_mul(r2_2.v, ri_2.v);
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  /* Get remaining properties. */
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  const vector pjrho = vector_load(Pjrho);
  const vector pjrho_2 = vector_load(&Pjrho[VEC_SIZE]);
  const vector grad_hj = vector_load(Grad_hj);
  const vector grad_hj_2 = vector_load(&Grad_hj[VEC_SIZE]);
  const vector pjPOrho2 = vector_load(PjPOrho2);
  const vector pjPOrho2_2 = vector_load(&PjPOrho2[VEC_SIZE]);
  const vector balsara_j = vector_load(Balsara_j);
  const vector balsara_j_2 = vector_load(&Balsara_j[VEC_SIZE]);
  const vector cj = vector_load(Cj);
  const vector cj_2 = vector_load(&Cj[VEC_SIZE]);
  const vector hj_inv = vector_load(Hj_inv);
  const vector hj_inv_2 = vector_load(&Hj_inv[VEC_SIZE]);
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  const vector fac_mu =
      vector_set1(1.f); /* Will change with cosmological integration */
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  /* Find the balsara switch. */
  balsara.v = vec_add(balsara_i.v, balsara_j.v);
  balsara_2.v = vec_add(balsara_i.v, balsara_j_2.v);
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  /* Get the kernel for hi. */
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  hid_inv = pow_dimension_plus_one_vec(hi_inv);
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  ui.v = vec_mul(r.v, hi_inv.v);
  ui_2.v = vec_mul(r_2.v, hi_inv.v);
  kernel_eval_dWdx_force_vec(&ui, &wi_dx);
  kernel_eval_dWdx_force_vec(&ui_2, &wi_dx_2);
  wi_dr.v = vec_mul(hid_inv.v, wi_dx.v);
  wi_dr_2.v = vec_mul(hid_inv.v, wi_dx_2.v);
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  /* Get the kernel for hj. */
  hjd_inv = pow_dimension_plus_one_vec(hj_inv);
  hjd_inv_2 = pow_dimension_plus_one_vec(hj_inv_2);
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  uj.v = vec_mul(r.v, hj_inv.v);
  uj_2.v = vec_mul(r_2.v, hj_inv_2.v);
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  /* Calculate the kernel for two particles. */
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  kernel_eval_dWdx_force_vec(&uj, &wj_dx);
  kernel_eval_dWdx_force_vec(&uj_2, &wj_dx_2);
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  wj_dr.v = vec_mul(hjd_inv.v, wj_dx.v);
  wj_dr_2.v = vec_mul(hjd_inv_2.v, wj_dx_2.v);
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  /* Compute dv. */
  dvx.v = vec_sub(vix.v, vjx.v);
  dvx_2.v = vec_sub(vix.v, vjx_2.v);
  dvy.v = vec_sub(viy.v, vjy.v);
  dvy_2.v = vec_sub(viy.v, vjy_2.v);
  dvz.v = vec_sub(viz.v, vjz.v);
  dvz_2.v = vec_sub(viz.v, vjz_2.v);
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  /* Compute dv dot r. */
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  dvdr.v = vec_fma(dvx.v, dx.v, vec_fma(dvy.v, dy.v, vec_mul(dvz.v, dz.v)));
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  dvdr_2.v = vec_fma(dvx_2.v, dx_2.v,
                     vec_fma(dvy_2.v, dy_2.v, vec_mul(dvz_2.v, dz_2.v)));
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  /* Compute the relative velocity. (This is 0 if the particles move away from
   * each other and negative otherwise) */
  omega_ij.v = vec_fmin(dvdr.v, vec_setzero());
  omega_ij_2.v = vec_fmin(dvdr_2.v, vec_setzero());
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  mu_ij.v =
      vec_mul(fac_mu.v, vec_mul(ri.v, omega_ij.v)); /* This is 0 or negative */
  mu_ij_2.v = vec_mul(
      fac_mu.v, vec_mul(ri_2.v, omega_ij_2.v)); /* This is 0 or negative */
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  /* Compute signal velocity */
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  v_sig.v = vec_fnma(vec_set1(3.f), mu_ij.v, vec_add(ci.v, cj.v));
  v_sig_2.v = vec_fnma(vec_set1(3.f), mu_ij_2.v, vec_add(ci.v, cj_2.v));
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  /* Now construct the full viscosity term */
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  rho_ij.v = vec_mul(vec_set1(0.5f), vec_add(pirho.v, pjrho.v));
  rho_ij_2.v = vec_mul(vec_set1(0.5f), vec_add(pirho.v, pjrho_2.v));

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  visc.v = vec_div(vec_mul(const_viscosity_alpha_fac.v,
                           vec_mul(v_sig.v, vec_mul(mu_ij.v, balsara.v))),
                   rho_ij.v);
  visc_2.v =
      vec_div(vec_mul(const_viscosity_alpha_fac.v,
                      vec_mul(v_sig_2.v, vec_mul(mu_ij_2.v, balsara_2.v))),
              rho_ij_2.v);
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  /* Now, convolve with the kernel */
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  visc_term.v =
      vec_mul(vec_set1(0.5f),
              vec_mul(visc.v, vec_mul(vec_add(wi_dr.v, wj_dr.v), ri.v)));
  visc_term_2.v = vec_mul(
      vec_set1(0.5f),
      vec_mul(visc_2.v, vec_mul(vec_add(wi_dr_2.v, wj_dr_2.v), ri_2.v)));

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  vector grad_hi_mul_piPOrho2;
  grad_hi_mul_piPOrho2.v = vec_mul(grad_hi.v, piPOrho2.v);