lammps-sys 0.6.0

Generates bindings to LAMMPS' C interface (with optional builds from source)
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
/* ----------------------------------------------------------------------
   LAMMPS - Large-scale Atomic/Molecular Massively Parallel Simulator
   http://lammps.sandia.gov, Sandia National Laboratories
   Steve Plimpton, sjplimp@sandia.gov

   Copyright (2003) Sandia Corporation.  Under the terms of Contract
   DE-AC04-94AL85000 with Sandia Corporation, the U.S. Government retains
   certain rights in this software.  This software is distributed under
   the GNU General Public License.

   See the README file in the top-level LAMMPS directory.
------------------------------------------------------------------------- */

/* ----------------------------------------------------------------------
   Contributing authors: W. Michael Brown (Intel)
------------------------------------------------------------------------- */

#include <cmath>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include "pair_eam_intel.h"
#include "atom.h"
#include "force.h"
#include "comm.h"
#include "modify.h"
#include "neighbor.h"
#include "neigh_list.h"
#include "neigh_request.h"
#include "memory.h"
#include "error.h"
#include "suffix.h"

using namespace LAMMPS_NS;

#define MAXLINE 1024

#define FC_PACKED1_T typename ForceConst<flt_t>::fc_packed1
#define FC_PACKED2_T typename ForceConst<flt_t>::fc_packed2

/* ---------------------------------------------------------------------- */

PairEAMIntel::PairEAMIntel(LAMMPS *lmp) : PairEAM(lmp)
{
  suffix_flag |= Suffix::INTEL;
  fp_float = 0;
}

/* ---------------------------------------------------------------------- */

PairEAMIntel::~PairEAMIntel()
{
  memory->destroy(fp_float);
}

/* ---------------------------------------------------------------------- */

void PairEAMIntel::compute(int eflag, int vflag)
{
  if (fix->precision() == FixIntel::PREC_MODE_MIXED)
    compute<float,double>(eflag, vflag, fix->get_mixed_buffers(),
                          force_const_single);
  else if (fix->precision() == FixIntel::PREC_MODE_DOUBLE)
    compute<double,double>(eflag, vflag, fix->get_double_buffers(),
                           force_const_double);
  else
    compute<float,float>(eflag, vflag, fix->get_single_buffers(),
                         force_const_single);

  fix->balance_stamp();
  vflag_fdotr = 0;
}

/* ---------------------------------------------------------------------- */

template <class flt_t, class acc_t>
void PairEAMIntel::compute(int eflag, int vflag,
                           IntelBuffers<flt_t,acc_t> *buffers,
                           const ForceConst<flt_t> &fc)
{
  ev_init(eflag, vflag);
  if (vflag_atom)
    error->all(FLERR,"USER-INTEL package does not support per-atom stress");

  const int inum = list->inum;
  const int nthreads = comm->nthreads;
  const int host_start = fix->host_start_pair();
  const int offload_end = fix->offload_end_pair();
  const int ago = neighbor->ago;

  if (ago != 0 && fix->separate_buffers() == 0) {
    fix->start_watch(TIME_PACK);

    int packthreads;
    if (nthreads > INTEL_HTHREADS) packthreads = nthreads;
    else packthreads = 1;
    #if defined(_OPENMP)
    #pragma omp parallel if(packthreads > 1)
    #endif
    {
      int ifrom, ito, tid;
      IP_PRE_omp_range_id_align(ifrom, ito, tid, atom->nlocal + atom->nghost,
                                packthreads, sizeof(ATOM_T));
      buffers->thr_pack(ifrom,ito,ago);
    }
    fix->stop_watch(TIME_PACK);
  }

  int ovflag = 0;
  if (vflag_fdotr) ovflag = 2;
  else if (vflag) ovflag = 1;
  if (_onetype) {
    if (eflag) {
      if (force->newton_pair) {
        eval<1,1,1>(1, ovflag, buffers, fc, 0, offload_end);
        eval<1,1,1>(0, ovflag, buffers, fc, host_start, inum);
      } else {
        eval<1,1,0>(1, ovflag, buffers, fc, 0, offload_end);
        eval<1,1,0>(0, ovflag, buffers, fc, host_start, inum);
      }
    } else {
      if (force->newton_pair) {
        eval<1,0,1>(1, ovflag, buffers, fc, 0, offload_end);
        eval<1,0,1>(0, ovflag, buffers, fc, host_start, inum);
      } else {
        eval<1,0,0>(1, ovflag, buffers, fc, 0, offload_end);
        eval<1,0,0>(0, ovflag, buffers, fc, host_start, inum);
      }
    }
  } else {
    if (eflag) {
      if (force->newton_pair) {
        eval<0,1,1>(1, ovflag, buffers, fc, 0, offload_end);
        eval<0,1,1>(0, ovflag, buffers, fc, host_start, inum);
      } else {
        eval<0,1,0>(1, ovflag, buffers, fc, 0, offload_end);
        eval<0,1,0>(0, ovflag, buffers, fc, host_start, inum);
      }
    } else {
      if (force->newton_pair) {
        eval<0,0,1>(1, ovflag, buffers, fc, 0, offload_end);
        eval<0,0,1>(0, ovflag, buffers, fc, host_start, inum);
      } else {
        eval<0,0,0>(1, ovflag, buffers, fc, 0, offload_end);
        eval<0,0,0>(0, ovflag, buffers, fc, host_start, inum);
      }
    }
  }
}

/* ---------------------------------------------------------------------- */

template <int ONETYPE, int EFLAG, int NEWTON_PAIR, class flt_t, class acc_t>
void PairEAMIntel::eval(const int offload, const int vflag,
                        IntelBuffers<flt_t,acc_t> *buffers,
                        const ForceConst<flt_t> &fc,
                        const int astart, const int aend)
{
  const int inum = aend - astart;
  if (inum == 0) return;

  flt_t *fp_f;
  if (atom->nmax > nmax) {
    memory->destroy(rho);
    memory->destroy(fp);
    nmax = atom->nmax;
    IP_PRE_edge_align(nmax, sizeof(acc_t));
    if (NEWTON_PAIR)
      memory->create(rho,nmax*comm->nthreads,"pair:rho");
    else
      memory->create(rho,nmax,"pair:rho");
    memory->create(fp,nmax,"pair:fp");
    // Use single precision allocation for single/mixed mode
    // Keep double version for single and swap_eam
    if (sizeof(flt_t)==sizeof(float)) {
      memory->destroy(fp_float);
      memory->create(fp_float,nmax,"pair::fp_float");
    }
  }
  if (sizeof(flt_t)==sizeof(float))
    fp_f = (flt_t *)fp_float;
  else
    fp_f = (flt_t *)fp;


  int nlocal, nall, minlocal;
  fix->get_buffern(offload, nlocal, nall, minlocal);

  const int ago = neighbor->ago;
  IP_PRE_pack_separate_buffers(fix, buffers, ago, offload, nlocal, nall);

  ATOM_T * _noalias const x = buffers->get_x(offload);

  const int * _noalias const ilist = list->ilist;
  const int * _noalias const numneigh = list->numneigh;
  const int ** _noalias const firstneigh = (const int **)list->firstneigh;
  const FC_PACKED1_T * _noalias const rhor_spline_f = fc.rhor_spline_f;
  const FC_PACKED1_T * _noalias const rhor_spline_e = fc.rhor_spline_e;
  const FC_PACKED2_T * _noalias const z2r_spline_t = fc.z2r_spline_t;
  const FC_PACKED1_T * _noalias const frho_spline_f = fc.frho_spline_f;
  const FC_PACKED1_T * _noalias const frho_spline_e = fc.frho_spline_e;
  const flt_t * _noalias const scale_f = fc.scale_f[0];

  const int ntypes = atom->ntypes + 1;
  const int eatom = this->eflag_atom;

  flt_t * _noalias const ccachex = buffers->get_ccachex();
  flt_t * _noalias const ccachey = buffers->get_ccachey();
  flt_t * _noalias const ccachez = buffers->get_ccachez();
  flt_t * _noalias const ccachew = buffers->get_ccachew();
  int * _noalias const ccachei = buffers->get_ccachei();
  int * _noalias const ccachej = buffers->get_ccachej();
  const int ccache_stride = _ccache_stride;

  // Determine how much data to transfer
  int x_size, q_size, f_stride, ev_size, separate_flag;
  IP_PRE_get_transfern(ago, NEWTON_PAIR, EFLAG, vflag,
                       buffers, offload, fix, separate_flag,
                       x_size, q_size, ev_size, f_stride);

  int tc;
  FORCE_T * _noalias f_start;
  acc_t * _noalias ev_global;
  IP_PRE_get_buffers(offload, buffers, fix, tc, f_start, ev_global);
  const int nthreads = tc;
  int *overflow = fix->get_off_overflow_flag();

  const flt_t frdr = rdr;
  const flt_t frdrho = rdrho;
  const flt_t frhomax = rhomax;
  const flt_t fcutforcesq = cutforcesq;
  const int istride = fc.rhor_istride();
  const int jstride = fc.rhor_jstride();
  const int fstride = fc.frho_stride();

  {
    #if defined(__MIC__) && defined(_LMP_INTEL_OFFLOAD)
    *timer_compute = MIC_Wtime();
    #endif

    IP_PRE_repack_for_offload(NEWTON_PAIR, separate_flag, nlocal, nall,
                              f_stride, x, 0);

    acc_t oevdwl, ov0, ov1, ov2, ov3, ov4, ov5;
    if (EFLAG || vflag)
      oevdwl = ov0 = ov1 = ov2 = ov3 = ov4 = ov5 = (acc_t)0;
    if (NEWTON_PAIR == 0 && inum != nlocal)
      memset(f_start, 0, f_stride * sizeof(FORCE_T));

    // loop over neighbors of my atoms
    #if defined(_OPENMP)
    #pragma omp parallel reduction(+:oevdwl,ov0,ov1,ov2,ov3,ov4,ov5)
    #endif
    {
      int iifrom, iito, tid;
      IP_PRE_omp_range_id_vec(iifrom, iito, tid, inum, nthreads,
                              INTEL_VECTOR_WIDTH);
      iifrom += astart;
      iito += astart;

      int foff;
      if (NEWTON_PAIR) foff = tid * f_stride - minlocal;
      else foff = -minlocal;
      FORCE_T * _noalias const f = f_start + foff;
      if (NEWTON_PAIR) foff = tid * nmax;
      else foff = 0;
      double * _noalias const trho = rho + foff;
      if (NEWTON_PAIR) {
        memset(f + minlocal, 0, f_stride * sizeof(FORCE_T));
        memset(trho, 0, nall * sizeof(double));
      }

      const int toffs = tid * ccache_stride;
      flt_t * _noalias const tdelx = ccachex + toffs;
      flt_t * _noalias const tdely = ccachey + toffs;
      flt_t * _noalias const tdelz = ccachez + toffs;
      flt_t * _noalias const trsq = ccachew + toffs;
      int * _noalias const tj = ccachei + toffs;
      int * _noalias const tjtype = ccachej + toffs;

      flt_t oscale;
      int rhor_joff, frho_ioff;
      if (ONETYPE) {
        const int ptr_off=_onetype * ntypes + _onetype;
        oscale = scale_f[ptr_off];
        int rhor_ioff = istride * _onetype;
        rhor_joff = rhor_ioff + _onetype * jstride;
        frho_ioff = fstride * _onetype;
      }
      for (int ii = iifrom; ii < iito; ++ii) {
        const int i = ilist[ii];
        int itype, rhor_ioff;
        if (!ONETYPE) {
          itype = x[i].w;
          rhor_ioff = istride * itype;
        }
        const int * _noalias const jlist = firstneigh[i];
        int jnum = numneigh[i];
        IP_PRE_neighbor_pad(jnum, offload);

        const flt_t xtmp = x[i].x;
        const flt_t ytmp = x[i].y;
        const flt_t ztmp = x[i].z;

        acc_t rhoi = (acc_t)0.0;
        int ej = 0;
        #if defined(LMP_SIMD_COMPILER)
        #pragma vector aligned
        #pragma ivdep
        #endif
        for (int jj = 0; jj < jnum; jj++) {
          const int j = jlist[jj] & NEIGHMASK;
          const flt_t delx = xtmp - x[j].x;
          const flt_t dely = ytmp - x[j].y;
          const flt_t delz = ztmp - x[j].z;
          const flt_t rsq = delx*delx + dely*dely + delz*delz;

          if (rsq < fcutforcesq) {
            trsq[ej]=rsq;
            if (!ONETYPE) tjtype[ej]=x[j].w;
            tj[ej]=jlist[jj];
            ej++;
          }
        }

        #if defined(LMP_SIMD_COMPILER)
        #pragma vector aligned
        #pragma simd reduction(+:rhoi)
        #endif
        for (int jj = 0; jj < ej; jj++) {
          int jtype;
          const int j = tj[jj] & NEIGHMASK;
          if (!ONETYPE) jtype = tjtype[jj];
          const flt_t rsq = trsq[jj];
          flt_t p = sqrt(rsq)*frdr + (flt_t)1.0;
          int m = static_cast<int> (p);
          m = MIN(m,nr-1);
          p -= m;
          p = MIN(p,(flt_t)1.0);
          if (!ONETYPE)
            rhor_joff = rhor_ioff + jtype * jstride;
          const int joff = rhor_joff + m;
          flt_t ra;
          ra = ((rhor_spline_e[joff].a*p + rhor_spline_e[joff].b) * p +
                rhor_spline_e[joff].c) * p + rhor_spline_e[joff].d;
          rhoi += ra;
          if (NEWTON_PAIR) {
            if (!ONETYPE) {
              const int ioff = jtype * istride + itype * jstride + m;
              ra = ((rhor_spline_e[ioff].a*p + rhor_spline_e[ioff].b)*p +
                    rhor_spline_e[ioff].c) * p + rhor_spline_e[ioff].d;
            }
            trho[j] += ra;
          }
        } // for jj
        if (NEWTON_PAIR)
          trho[i] += rhoi;
        else
          trho[i] = rhoi;
      } // for i

      #if defined(_OPENMP)
      if (NEWTON_PAIR && nthreads > 1) {
        #pragma omp barrier
        if (tid == 0) {
          const int rcount = nall;
          if (nthreads == 2) {
            double *trho2 = rho + nmax;
            #pragma vector aligned
            #pragma simd
            for (int n = 0; n < rcount; n++)
              rho[n] += trho2[n];
          } else if (nthreads == 4) {
            double *trho2 = rho + nmax;
            double *trho3 = trho2 + nmax;
            double *trho4 = trho3 + nmax;
            #pragma vector aligned
            #pragma simd
            for (int n = 0; n < rcount; n++)
              rho[n] += trho2[n] + trho3[n] + trho4[n];
          } else {
            double *trhon = rho + nmax;
            for (int t = 1; t < nthreads; t++) {
              #pragma vector aligned
              #pragma simd
              for (int n = 0; n < rcount; n++)
                rho[n] += trhon[n];
              trhon += nmax;
            }
          }
        }
      }
      #endif

      // communicate and sum densities

      if (NEWTON_PAIR) {
        if (tid == 0)
          comm->reverse_comm_pair(this);
      }
      #if defined(_OPENMP)
      #pragma omp barrier
      #endif

      // fp = derivative of embedding energy at each atom
      // phi = embedding energy at each atom
      // if rho > rhomax (e.g. due to close approach of two atoms),
      //   will exceed table, so add linear term to conserve energy

      acc_t tevdwl;
      if (EFLAG) tevdwl = (acc_t)0.0;

      #if defined(LMP_SIMD_COMPILER)
      #pragma vector aligned
      #pragma simd reduction(+:tevdwl)
      #endif
      for (int ii = iifrom; ii < iito; ++ii) {
        const int i = ilist[ii];
        int itype;
        if (!ONETYPE) itype = x[i].w;
        flt_t p = rho[i]*frdrho + (flt_t)1.0;
        int m = static_cast<int> (p);
        m = MAX(1,MIN(m,nrho-1));
        p -= m;
        p = MIN(p,(flt_t)1.0);
        if (!ONETYPE) frho_ioff = itype * fstride;
        const int ioff = frho_ioff + m;
        fp_f[i] = (frho_spline_f[ioff].a*p + frho_spline_f[ioff].b)*p +
          frho_spline_f[ioff].c;
        if (EFLAG) {
          flt_t phi = ((frho_spline_e[ioff].a*p + frho_spline_e[ioff].b)*p +
                       frho_spline_e[ioff].c)*p + frho_spline_e[ioff].d;
          if (rho[i] > frhomax) phi += fp_f[i] * (rho[i]-frhomax);
          if (!ONETYPE) {
            const int ptr_off=itype*ntypes + itype;
            oscale = scale_f[ptr_off];
          }
          phi *= oscale;
          tevdwl += phi;
          if (eatom) f[i].w += phi;
        }
      }
      if (EFLAG) oevdwl += tevdwl;


      // communicate derivative of embedding function

      #if defined(_OPENMP)
      #pragma omp barrier
      #endif

      if (tid == 0)
        comm->forward_comm_pair(this);

      #if defined(_OPENMP)
      #pragma omp barrier
      #endif

      // compute forces on each atom
      // loop over neighbors of my atoms

      for (int ii = iifrom; ii < iito; ++ii) {
        const int i = ilist[ii];
        int itype, rhor_ioff;
        const flt_t * _noalias scale_fi;
        if (!ONETYPE) {
          itype = x[i].w;
          rhor_ioff = istride * itype;
          scale_fi = scale_f + itype*ntypes;
        }
        const int * _noalias const jlist = firstneigh[i];
        int jnum = numneigh[i];
        IP_PRE_neighbor_pad(jnum, offload);

        acc_t fxtmp, fytmp, fztmp, fwtmp;
        acc_t sevdwl, sv0, sv1, sv2, sv3, sv4, sv5;

        const flt_t xtmp = x[i].x;
        const flt_t ytmp = x[i].y;
        const flt_t ztmp = x[i].z;
        fxtmp = fytmp = fztmp = (acc_t)0;
        if (EFLAG) fwtmp = sevdwl = (acc_t)0;
        if (NEWTON_PAIR == 0)
          if (vflag==1) sv0 = sv1 = sv2 = sv3 = sv4 = sv5 = (acc_t)0;

        int ej = 0;
        #if defined(LMP_SIMD_COMPILER)
        #pragma vector aligned
        #pragma ivdep
        #endif
        for (int jj = 0; jj < jnum; jj++) {
          const int j = jlist[jj] & NEIGHMASK;
          const flt_t delx = xtmp - x[j].x;
          const flt_t dely = ytmp - x[j].y;
          const flt_t delz = ztmp - x[j].z;
          const flt_t rsq = delx*delx + dely*dely + delz*delz;

          if (rsq < fcutforcesq) {
            trsq[ej]=rsq;
            tdelx[ej]=delx;
            tdely[ej]=dely;
            tdelz[ej]=delz;
            if (!ONETYPE) tjtype[ej]=x[j].w;
            tj[ej]=jlist[jj];
            ej++;
          }
        }

        #if defined(LMP_SIMD_COMPILER)
        #pragma vector aligned
        #pragma simd reduction(+:fxtmp, fytmp, fztmp, fwtmp, sevdwl, \
                                 sv0, sv1, sv2, sv3, sv4, sv5)
        #endif
        for (int jj = 0; jj < ej; jj++) {
          int jtype;
          const int j = tj[jj] & NEIGHMASK;
          if (!ONETYPE) jtype = tjtype[jj];
          const flt_t rsq = trsq[jj];
          const flt_t r = sqrt(rsq);
          flt_t p = r*frdr + (flt_t)1.0;
          int m = static_cast<int> (p);
          m = MIN(m,nr-1);
          p -= m;
          p = MIN(p,(flt_t)1.0);
          if (!ONETYPE)
            rhor_joff = rhor_ioff + jtype * jstride;
          const int joff = rhor_joff + m;
          const flt_t rhojp = (rhor_spline_f[joff].a*p +
                               rhor_spline_f[joff].b)*p +
            rhor_spline_f[joff].c;
          flt_t rhoip;
          if (!ONETYPE) {
            const int ioff = jtype * istride + itype * jstride + m;
            rhoip = (rhor_spline_f[ioff].a*p + rhor_spline_f[ioff].b)*p +
              rhor_spline_f[ioff].c;
          } else
            rhoip = rhojp;
          const flt_t z2p = (z2r_spline_t[joff].a*p +
                             z2r_spline_t[joff].b)*p +
            z2r_spline_t[joff].c;
          const flt_t z2 = ((z2r_spline_t[joff].d*p +
                             z2r_spline_t[joff].e)*p +
                            z2r_spline_t[joff].f)*p +
            z2r_spline_t[joff].g;

          const flt_t recip = (flt_t)1.0/r;
          const flt_t phi = z2*recip;
          const flt_t phip = z2p*recip - phi*recip;
          const flt_t psip = fp_f[i]*rhojp + fp_f[j]*rhoip + phip;
          if (!ONETYPE)
            oscale = scale_fi[jtype];
          const flt_t fpair = -oscale*psip*recip;

          const flt_t fpx = fpair * tdelx[jj];
          fxtmp += fpx;
          if (NEWTON_PAIR) f[j].x -= fpx;
          const flt_t fpy = fpair * tdely[jj];
          fytmp += fpy;
          if (NEWTON_PAIR) f[j].y -= fpy;
          const flt_t fpz = fpair * tdelz[jj];
          fztmp += fpz;
          if (NEWTON_PAIR) f[j].z -= fpz;

          if (EFLAG) {
            const flt_t evdwl = oscale*phi;
            sevdwl += evdwl;
            if (eatom) {
              fwtmp += (flt_t)0.5 * evdwl;
              if (NEWTON_PAIR)
                f[j].w += (flt_t)0.5 * evdwl;
            }
          }
          if (NEWTON_PAIR == 0)
            IP_PRE_ev_tally_nborv(vflag, tdelx[jj], tdely[jj], tdelz[jj],
                                  fpx, fpy, fpz);
        } // for jj
        if (NEWTON_PAIR) {
          f[i].x += fxtmp;
          f[i].y += fytmp;
          f[i].z += fztmp;
        } else {
          f[i].x = fxtmp;
          f[i].y = fytmp;
          f[i].z = fztmp;
          sevdwl *= (acc_t)0.5;
        }

        IP_PRE_ev_tally_atom(NEWTON_PAIR, EFLAG, vflag, f, fwtmp);
      } // for i

      IP_PRE_fdotr_reduce_omp(NEWTON_PAIR, nall, minlocal, nthreads, f_start,
                              f_stride, x, offload, vflag, ov0, ov1, ov2, ov3,
                              ov4, ov5);
    } /// omp

    IP_PRE_fdotr_reduce(NEWTON_PAIR, nall, nthreads, f_stride, vflag,
                        ov0, ov1, ov2, ov3, ov4, ov5);

    if (EFLAG || vflag) {
      if (NEWTON_PAIR == 0) {
        ov0 *= (acc_t)0.5;
        ov1 *= (acc_t)0.5;
        ov2 *= (acc_t)0.5;
        ov3 *= (acc_t)0.5;
        ov4 *= (acc_t)0.5;
        ov5 *= (acc_t)0.5;
      }
      ev_global[0] = oevdwl;
      ev_global[1] = (acc_t)0.0;
      ev_global[2] = ov0;
      ev_global[3] = ov1;
      ev_global[4] = ov2;
      ev_global[5] = ov3;
      ev_global[6] = ov4;
      ev_global[7] = ov5;
    }
    #if defined(__MIC__) && defined(_LMP_INTEL_OFFLOAD)
    *timer_compute = MIC_Wtime() - *timer_compute;
    #endif
  }

  if (offload)
    fix->stop_watch(TIME_OFFLOAD_LATENCY);
  else
    fix->stop_watch(TIME_HOST_PAIR);

  if (EFLAG || vflag)
    fix->add_result_array(f_start, ev_global, offload, eatom, 0, vflag);
  else
    fix->add_result_array(f_start, 0, offload);
}

/* ----------------------------------------------------------------------
   init specific to this pair style
------------------------------------------------------------------------- */

void PairEAMIntel::init_style()
{
  PairEAM::init_style();
  if (force->newton_pair == 0) {
    neighbor->requests[neighbor->nrequest-1]->half = 0;
    neighbor->requests[neighbor->nrequest-1]->full = 1;
  }
  neighbor->requests[neighbor->nrequest-1]->intel = 1;

  int ifix = modify->find_fix("package_intel");
  if (ifix < 0)
    error->all(FLERR,
               "The 'package intel' command is required for /intel styles");
  fix = static_cast<FixIntel *>(modify->fix[ifix]);

  fix->pair_init_check();
  #ifdef _LMP_INTEL_OFFLOAD
  if (fix->offload_balance() != 0.0)
    error->all(FLERR,
      "Offload for eam/intel is not yet available. Set balance to 0.");
  #endif

  if (fix->precision() == FixIntel::PREC_MODE_MIXED)
    pack_force_const(force_const_single, fix->get_mixed_buffers());
  else if (fix->precision() == FixIntel::PREC_MODE_DOUBLE)
    pack_force_const(force_const_double, fix->get_double_buffers());
  else
    pack_force_const(force_const_single, fix->get_single_buffers());
}

/* ---------------------------------------------------------------------- */

template <class flt_t, class acc_t>
void PairEAMIntel::pack_force_const(ForceConst<flt_t> &fc,
                                    IntelBuffers<flt_t,acc_t> *buffers)
{
  int off_ccache = 0;
  #ifdef _LMP_INTEL_OFFLOAD
  if (_cop >= 0) off_ccache = 1;
  #endif
  buffers->grow_ccache(off_ccache, comm->nthreads, 1);
  _ccache_stride = buffers->ccache_stride();

  int tp1 = atom->ntypes + 1;
  fc.set_ntypes(tp1,nr,nrho,memory,_cop);

  // Repeat cutsq calculation because done after call to init_style
  for (int i = 1; i <= atom->ntypes; i++) {
    for (int j = i; j <= atom->ntypes; j++) {
      double cut;
      if (setflag[i][j] != 0 || (setflag[i][i] != 0 && setflag[j][j] != 0))
        cut = init_one(i,j);
      else
        cut = 0.0;
      cutsq[i][j] = cutsq[j][i] = cut*cut;
    }
  }

  _onetype=-1;
  double oldscale=-1;
  for (int i = 1; i < tp1; i++) {
    int ioff = i * fc.frho_stride();
    for (int k = 0; k < nrho + 1; k++) {
      fc.frho_spline_f[ioff + k].a = frho_spline[type2frho[i]][k][0];
      fc.frho_spline_f[ioff + k].b = frho_spline[type2frho[i]][k][1];
      fc.frho_spline_f[ioff + k].c = frho_spline[type2frho[i]][k][2];
      fc.frho_spline_e[ioff + k].a = frho_spline[type2frho[i]][k][3];
      fc.frho_spline_e[ioff + k].b = frho_spline[type2frho[i]][k][4];
      fc.frho_spline_e[ioff + k].c = frho_spline[type2frho[i]][k][5];
      fc.frho_spline_e[ioff + k].d = frho_spline[type2frho[i]][k][6];
    }
    ioff = i * fc.rhor_istride();
    for (int j = 1; j < tp1; j++) {
      fc.scale_f[i][j] = scale[i][j];
      if (type2rhor[i][j] >= 0) {
        const int joff = ioff + j * fc.rhor_jstride();
        for (int k = 0; k < nr + 1; k++) {
          if (type2rhor[j][i] != type2rhor[i][j])
            _onetype = 0;
          else if (_onetype < 0)
            _onetype = i;
          if (oldscale < 0)
            oldscale = scale[i][j];
          else
            if (oldscale != scale[i][j])
              _onetype = 0;
          fc.rhor_spline_f[joff + k].a=rhor_spline[type2rhor[j][i]][k][0];
          fc.rhor_spline_f[joff + k].b=rhor_spline[type2rhor[j][i]][k][1];
          fc.rhor_spline_f[joff + k].c=rhor_spline[type2rhor[j][i]][k][2];
          fc.rhor_spline_e[joff + k].a=rhor_spline[type2rhor[j][i]][k][3];
          fc.rhor_spline_e[joff + k].b=rhor_spline[type2rhor[j][i]][k][4];
          fc.rhor_spline_e[joff + k].c=rhor_spline[type2rhor[j][i]][k][5];
          fc.rhor_spline_e[joff + k].d=rhor_spline[type2rhor[j][i]][k][6];
          fc.z2r_spline_t[joff + k].a=z2r_spline[type2z2r[j][i]][k][0];
          fc.z2r_spline_t[joff + k].b=z2r_spline[type2z2r[j][i]][k][1];
          fc.z2r_spline_t[joff + k].c=z2r_spline[type2z2r[j][i]][k][2];
          fc.z2r_spline_t[joff + k].d=z2r_spline[type2z2r[j][i]][k][3];
          fc.z2r_spline_t[joff + k].e=z2r_spline[type2z2r[j][i]][k][4];
          fc.z2r_spline_t[joff + k].f=z2r_spline[type2z2r[j][i]][k][5];
          fc.z2r_spline_t[joff + k].g=z2r_spline[type2z2r[j][i]][k][6];
        }
      }
    }
  }
  if (_onetype < 0) _onetype = 0;
}

/* ---------------------------------------------------------------------- */

template <class flt_t>
void PairEAMIntel::ForceConst<flt_t>::set_ntypes(const int ntypes,
                                                 const int nr, const int nrho,
                                                 Memory *memory,
                                                 const int cop) {
  if (ntypes != _ntypes || nr + 1 > _nr || nrho + 1 > _nrho) {
    if (_ntypes > 0) {
      _memory->destroy(rhor_spline_f);
      _memory->destroy(rhor_spline_e);
      _memory->destroy(frho_spline_f);
      _memory->destroy(frho_spline_e);
      _memory->destroy(z2r_spline_t);
      _memory->destroy(scale_f);
    }
    if (ntypes > 0) {
      _cop = cop;
      _nr = nr + 1;
      IP_PRE_edge_align(_nr, sizeof(flt_t));
      memory->create(rhor_spline_f,ntypes*ntypes*_nr,"fc.rhor_spline_f");
      memory->create(rhor_spline_e,ntypes*ntypes*_nr,"fc.rhor_spline_e");
      memory->create(z2r_spline_t,ntypes*ntypes*_nr,"fc.z2r_spline_t");
      _nrho = nrho + 1;
      IP_PRE_edge_align(_nrho, sizeof(flt_t));
      memory->create(frho_spline_f,ntypes*_nrho,"fc.frho_spline_f");
      memory->create(frho_spline_e,ntypes*_nrho,"fc.frho_spline_e");
      memory->create(scale_f,ntypes,ntypes,"fc.scale_f");
    }
  }
  _ntypes = ntypes;
  _memory = memory;
}

/* ---------------------------------------------------------------------- */

int PairEAMIntel::pack_forward_comm(int n, int *list, double *buf,
                                    int /*pbc_flag*/, int * /*pbc*/)
{
  if (fix->precision() == FixIntel::PREC_MODE_DOUBLE)
    return pack_forward_comm(n, list, buf, fp);
  else
    return pack_forward_comm(n, list, buf, fp_float);
}

/* ---------------------------------------------------------------------- */

void PairEAMIntel::unpack_forward_comm(int n, int first, double *buf)
{
  if (fix->precision() == FixIntel::PREC_MODE_DOUBLE)
    unpack_forward_comm(n, first, buf, fp);
  else
    unpack_forward_comm(n, first, buf, fp_float);
}

/* ---------------------------------------------------------------------- */

template<class flt_t>
int PairEAMIntel::pack_forward_comm(int n, int *list, double *buf,
                                    flt_t *fp_f)
{
  int i,j,m;

  m = 0;
  for (i = 0; i < n; i++) {
    j = list[i];
    buf[m++] = fp_f[j];
  }
  return m;
}

/* ---------------------------------------------------------------------- */

template<class flt_t>
void PairEAMIntel::unpack_forward_comm(int n, int first, double *buf,
                                       flt_t *fp_f)
{
  int i,m,last;

  m = 0;
  last = first + n;
  for (i = first; i < last; i++) fp_f[i] = buf[m++];
}