CpuNonbondedForce.cpp 21.7 KB
Newer Older
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

/* Portions copyright (c) 2006-2013 Stanford University and Simbios.
 * Contributors: Pande Group
 *
 * Permission is hereby granted, free of charge, to any person obtaining
 * a copy of this software and associated documentation files (the
 * "Software"), to deal in the Software without restriction, including
 * without limitation the rights to use, copy, modify, merge, publish,
 * distribute, sublicense, and/or sell copies of the Software, and to
 * permit persons to whom the Software is furnished to do so, subject
 * to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included
 * in all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
 * OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
 * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
 * IN NO EVENT SHALL THE AUTHORS, CONTRIBUTORS OR COPYRIGHT HOLDERS BE
 * LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
 * OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
 * WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 */

#include <string.h>
#include <complex>

#include "SimTKOpenMMCommon.h"
#include "SimTKOpenMMUtilities.h"
#include "CpuNonbondedForce.h"
#include "ReferenceForce.h"
#include "ReferencePME.h"
33
#include "openmm/internal/hardware.h"
peastman's avatar
peastman committed
34
#include "openmm/internal/SplineFitter.h"
35
36
37
38
39
40

// In case we're using some primitive version of Visual Studio this will
// make sure that erf() and erfc() are defined.
#include "openmm/internal/MSVC_erfc.h"

using namespace std;
peastman's avatar
peastman committed
41
using namespace OpenMM;
42

peastman's avatar
peastman committed
43
44
const float CpuNonbondedForce::TWO_OVER_SQRT_PI = (float) (2/sqrt(PI_M));
const int CpuNonbondedForce::NUM_TABLE_POINTS = 1025;
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62

class CpuNonbondedForce::ThreadData {
public:
    ThreadData(int index, CpuNonbondedForce& owner) : index(index), owner(owner) {
    }
    int index;
    CpuNonbondedForce& owner;
    vector<float> threadForce;
    double threadEnergy;
};

static void* threadBody(void* args) {
    CpuNonbondedForce::ThreadData& data = *reinterpret_cast<CpuNonbondedForce::ThreadData*>(args);
    data.owner.runThread(data.index, data.threadForce, data.threadEnergy);
    delete &data;
    return 0;
}

63
64
65
66
67
68
69
/**---------------------------------------------------------------------------------------

   CpuNonbondedForce constructor

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

CpuNonbondedForce::CpuNonbondedForce() : cutoff(false), useSwitch(false), periodic(false), ewald(false), pme(false) {
70
71
72
73
74
75
    isDeleted = false;
    numThreads = getNumProcessors();
    pthread_cond_init(&startCondition, NULL);
    pthread_cond_init(&endCondition, NULL);
    pthread_mutex_init(&lock, NULL);
    thread.resize(numThreads);
peastman's avatar
peastman committed
76
77
    pthread_mutex_lock(&lock);
    waitCount = 0;
78
79
80
81
82
    for (int i = 0; i < numThreads; i++) {
        ThreadData* data = new ThreadData(i, *this);
        threadData.push_back(data);
        pthread_create(&thread[i], NULL, threadBody, data);
    }
peastman's avatar
peastman committed
83
84
85
    while (waitCount < numThreads)
        pthread_cond_wait(&endCondition, &lock);
    pthread_mutex_unlock(&lock);
86
87
88
89
90
91
92
93
94
}

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

   CpuNonbondedForce destructor

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

CpuNonbondedForce::~CpuNonbondedForce(){
95
96
97
98
99
100
101
102
103
    isDeleted = true;
    pthread_mutex_lock(&lock);
    pthread_cond_broadcast(&startCondition);
    pthread_mutex_unlock(&lock);
    for (int i = 0; i < (int) thread.size(); i++)
        pthread_join(thread[i], NULL);
    pthread_mutex_destroy(&lock);
    pthread_cond_destroy(&startCondition);
    pthread_cond_destroy(&endCondition);
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
}

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

     Set the force to use a cutoff.

     @param distance            the cutoff distance
     @param neighbors           the neighbor list to use
     @param solventDielectric   the dielectric constant of the bulk solvent

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

  void CpuNonbondedForce::setUseCutoff(float distance, const vector<pair<int, int> >& neighbors, float solventDielectric) {

    cutoff = true;
    cutoffDistance = distance;
    neighborList = &neighbors;
    krf = pow(cutoffDistance, -3.0f)*(solventDielectric-1.0)/(2.0*solventDielectric+1.0);
    crf = (1.0/cutoffDistance)*(3.0*solventDielectric)/(2.0*solventDielectric+1.0);
  }

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

   Set the force to use a switching function on the Lennard-Jones interaction.

   @param distance            the switching distance

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

void CpuNonbondedForce::setUseSwitchingFunction(float distance) {
    useSwitch = true;
    switchingDistance = distance;
}

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

     Set the force to use periodic boundary conditions.  This requires that a cutoff has
     also been set, and the smallest side of the periodic box is at least twice the cutoff
     distance.

     @param boxSize             the X, Y, and Z widths of the periodic box

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

148
  void CpuNonbondedForce::setPeriodic(float* periodicBoxSize) {
149
150

    assert(cutoff);
151
152
153
    assert(periodicBoxSize[0] >= 2*cutoffDistance);
    assert(periodicBoxSize[1] >= 2*cutoffDistance);
    assert(periodicBoxSize[2] >= 2*cutoffDistance);
154
    periodic = true;
155
156
157
158
159
160
    this->periodicBoxSize[0] = periodicBoxSize[0];
    this->periodicBoxSize[1] = periodicBoxSize[1];
    this->periodicBoxSize[2] = periodicBoxSize[2];
    boxSize = _mm_set_ps(0, periodicBoxSize[2], periodicBoxSize[1], periodicBoxSize[0]);
    invBoxSize = _mm_set_ps(0, (1/periodicBoxSize[2]), (1/periodicBoxSize[1]), (1/periodicBoxSize[0]));
    half = _mm_set1_ps(0.5);
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
  }

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

     Set the force to use Ewald summation.

     @param alpha  the Ewald separation parameter
     @param kmaxx  the largest wave vector in the x direction
     @param kmaxy  the largest wave vector in the y direction
     @param kmaxz  the largest wave vector in the z direction

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

  void CpuNonbondedForce::setUseEwald(float alpha, int kmaxx, int kmaxy, int kmaxz) {
      alphaEwald = alpha;
      numRx = kmaxx;
      numRy = kmaxy;
      numRz = kmaxz;
      ewald = true;
peastman's avatar
peastman committed
180
      tabulateEwaldScaleFactor();
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
  }

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

     Set the force to use Particle-Mesh Ewald (PME) summation.

     @param alpha  the Ewald separation parameter
     @param gridSize the dimensions of the mesh

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

  void CpuNonbondedForce::setUsePME(float alpha, int meshSize[3]) {
      alphaEwald = alpha;
      meshDim[0] = meshSize[0];
      meshDim[1] = meshSize[1];
      meshDim[2] = meshSize[2];
      pme = true;
peastman's avatar
peastman committed
198
      tabulateEwaldScaleFactor();
199
200
  }

peastman's avatar
peastman committed
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
  
void CpuNonbondedForce::tabulateEwaldScaleFactor() {
    ewaldDX = cutoffDistance/(NUM_TABLE_POINTS-2);
    ewaldDXInv = 1.0f/ewaldDX;
    vector<double> x(NUM_TABLE_POINTS);
    vector<double> y(NUM_TABLE_POINTS);
    vector<double> deriv;
    for (int i = 0; i < NUM_TABLE_POINTS; i++) {
        double r = i*cutoffDistance/(NUM_TABLE_POINTS-2);
        double alphaR = alphaEwald*r;
        x[i] = r;
        y[i] = erfc(alphaR) + TWO_OVER_SQRT_PI*alphaR*exp(-alphaR*alphaR);
    }
    SplineFitter::createNaturalSpline(x, y, deriv);
    ewaldScaleX.resize(NUM_TABLE_POINTS);
    ewaldScaleY.resize(NUM_TABLE_POINTS);
    ewaldScaleDeriv.resize(NUM_TABLE_POINTS);
    for (int i = 0; i < NUM_TABLE_POINTS; i++) {
        ewaldScaleX[i] = (float) x[i];
        ewaldScaleY[i] = (float) y[i];
        ewaldScaleDeriv[i] = (float) (deriv[i]*ewaldDX*ewaldDX/6);
    }
}
  
void CpuNonbondedForce::calculateReciprocalIxn(int numberOfAtoms, float* posq, vector<RealVec>& atomCoordinates,
peastman's avatar
peastman committed
226
                                             const vector<pair<float, float> >& atomParameters, const vector<set<int> >& exclusions,
peastman's avatar
peastman committed
227
                                             vector<RealVec>& forces, float* totalEnergy) const {
228
229
230
231
232
    typedef std::complex<float> d_complex;

    static const float epsilon     =  1.0;

    int kmax                            = (ewald ? std::max(numRx, std::max(numRy,numRz)) : 0);
peastman's avatar
peastman committed
233
    float factorEwald              = -1 / (4*alphaEwald*alphaEwald);
234
235
236
    float TWO_PI                   = 2.0 * PI_M;
    float recipCoeff               = (float)(ONE_4PI_EPS0*4*PI_M/(periodicBoxSize[0] * periodicBoxSize[1] * periodicBoxSize[2]) /epsilon);

peastman's avatar
peastman committed
237
238
239
240
241
242
243
244
245
246
247
248
    if (pme) {
        pme_t pmedata;
        RealOpenMM virial[3][3];
        pme_init(&pmedata, alphaEwald, numberOfAtoms, meshDim, 5, 1);
        vector<RealOpenMM> charges(numberOfAtoms);
        for (int i = 0; i < numberOfAtoms; i++)
            charges[i] = posq[4*i+3];
        RealOpenMM boxSize[3] = {periodicBoxSize[0], periodicBoxSize[1], periodicBoxSize[2]};
        RealOpenMM recipEnergy = 0.0;
        pme_exec(pmedata, atomCoordinates, forces, charges, boxSize, &recipEnergy, virial);
        if (totalEnergy)
            *totalEnergy += recipEnergy;
249
        pme_destroy(pmedata);
peastman's avatar
peastman committed
250
    }
251
252
253

    // Ewald method

peastman's avatar
peastman committed
254
    else if (ewald) {
255

peastman's avatar
peastman committed
256
        // setup reciprocal box
257

peastman's avatar
peastman committed
258
        float recipBoxSize[3] = { TWO_PI / periodicBoxSize[0], TWO_PI / periodicBoxSize[1], TWO_PI / periodicBoxSize[2]};
259
260


peastman's avatar
peastman committed
261
        // setup K-vectors
262

peastman's avatar
peastman committed
263
264
265
266
        #define EIR(x, y, z) eir[(x)*numberOfAtoms*3+(y)*3+z]
        vector<d_complex> eir(kmax*numberOfAtoms*3);
        vector<d_complex> tab_xy(numberOfAtoms);
        vector<d_complex> tab_qxyz(numberOfAtoms);
267

peastman's avatar
peastman committed
268
269
270
271
        for (int i = 0; (i < numberOfAtoms); i++) {
            float* pos = posq+4*i;
            for (int m = 0; (m < 3); m++)
              EIR(0, i, m) = d_complex(1,0);
272

peastman's avatar
peastman committed
273
274
275
            for (int m=0; (m<3); m++)
              EIR(1, i, m) = d_complex(cos(pos[m]*recipBoxSize[m]),
                                       sin(pos[m]*recipBoxSize[m]));
276

peastman's avatar
peastman committed
277
278
279
            for (int j=2; (j<kmax); j++)
              for (int m=0; (m<3); m++)
                EIR(j, i, m) = EIR(j-1, i, m) * EIR(1, i, m);
280
281
        }

peastman's avatar
peastman committed
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
        // calculate reciprocal space energy and forces

        int lowry = 0;
        int lowrz = 1;

        for (int rx = 0; rx < numRx; rx++) {
            float kx = rx * recipBoxSize[0];
            for (int ry = lowry; ry < numRy; ry++) {
                float ky = ry * recipBoxSize[1];
                if (ry >= 0) {
                    for (int n = 0; n < numberOfAtoms; n++)
                      tab_xy[n] = EIR(rx, n, 0) * EIR(ry, n, 1);
                }
                else {
                    for (int n = 0; n < numberOfAtoms; n++)
                      tab_xy[n]= EIR(rx, n, 0) * conj (EIR(-ry, n, 1));
                }
                for (int rz = lowrz; rz < numRz; rz++) {
                    if (rz >= 0) {
                        for (int n = 0; n < numberOfAtoms; n++)
                            tab_qxyz[n] = posq[4*n+3] * (tab_xy[n] * EIR(rz, n, 2));
                    }
                    else {
                        for (int n = 0; n < numberOfAtoms; n++)
                            tab_qxyz[n] = posq[4*n+3] * (tab_xy[n] * conj(EIR(-rz, n, 2)));
                    }
                    float cs = 0.0f;
                    float ss = 0.0f;

                    for (int n = 0; n < numberOfAtoms; n++) {
                        cs += tab_qxyz[n].real();
                        ss += tab_qxyz[n].imag();
                    }

                    float kz = rz * recipBoxSize[2];
                    float k2 = kx * kx + ky * ky + kz * kz;
                    float ak = exp(k2*factorEwald) / k2;

                    for (int n = 0; n < numberOfAtoms; n++) {
                        float force = ak * (cs * tab_qxyz[n].imag() - ss * tab_qxyz[n].real());
                        forces[n][0] += 2 * recipCoeff * force * kx;
                        forces[n][1] += 2 * recipCoeff * force * ky;
                        forces[n][2] += 2 * recipCoeff * force * kz;
                    }

                    if (totalEnergy)
                        *totalEnergy += recipCoeff * ak * (cs * cs + ss * ss);

                    lowrz = 1 - numRz;
                }
                lowry = 1 - numRy;
            }
334
335
        }
    }
peastman's avatar
peastman committed
336
}
337
338


339
340
void CpuNonbondedForce::calculateDirectIxn(int numberOfAtoms, float* posq, const vector<pair<float, float> >& atomParameters,
                const vector<set<int> >& exclusions, float* forces, float* totalEnergy) {
341
342
    // Record the parameters for the threads.
    
peastman's avatar
peastman committed
343
    this->numberOfAtoms = numberOfAtoms;
344
    this->posq = posq;
peastman's avatar
peastman committed
345
346
    this->atomParameters = &atomParameters[0];
    this->exclusions = &exclusions[0];
347
348
349
350
351
352
353
354
355
356
357
358
359
    includeEnergy = (totalEnergy != NULL);
    
    // Signal the threads to start running and wait for them to finish.
    
    pthread_mutex_lock(&lock);
    waitCount = 0;
    pthread_cond_broadcast(&startCondition);
    while (waitCount < numThreads)
        pthread_cond_wait(&endCondition, &lock);
    pthread_mutex_unlock(&lock);
    
    // Combine the results from all the threads.
    
peastman's avatar
peastman committed
360
    double directEnergy = 0;
361
362
363
364
365
366
367
368
    for (int i = 0; i < numThreads; i++)
        directEnergy += threadData[i]->threadEnergy;
    for (int i = 0; i < numberOfAtoms; i++) {
        __m128 f = _mm_loadu_ps(forces+4*i);
        for (int j = 0; j < numThreads; j++)
            f = _mm_add_ps(f, _mm_loadu_ps(&threadData[j]->threadForce[4*i]));
        _mm_storeu_ps(forces+4*i, f);
    }
369

370
    if (ewald || pme) {
peastman's avatar
peastman committed
371
372
373
374
375
        // Now subtract off the exclusions, since they were implicitly included in the reciprocal space sum.

        for (int i = 0; i < numberOfAtoms; i++)
            for (set<int>::const_iterator iter = exclusions[i].begin(); iter != exclusions[i].end(); ++iter) {
                if (*iter > i) {
peastman's avatar
peastman committed
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
                    int ii = i;
                    int jj = *iter;
                    __m128 deltaR;
                    __m128 posI = _mm_loadu_ps(posq+4*ii);
                    __m128 posJ = _mm_loadu_ps(posq+4*jj);
                    float r2;
                    getDeltaR(posJ, posI, deltaR, r2, false);
                    float r         = sqrtf(r2);
                    float inverseR  = 1/r;
                    float chargeProd = ONE_4PI_EPS0*posq[4*ii+3]*posq[4*jj+3];
                    float dEdR      = (float) (chargeProd * inverseR * inverseR * inverseR);
                          dEdR      = (float) (dEdR * (1.0f-ewaldScaleFunction(r)));
                    __m128 result = _mm_mul_ps(deltaR, _mm_set1_ps(dEdR));
                    _mm_storeu_ps(forces+4*ii, _mm_sub_ps(_mm_loadu_ps(forces+4*ii), result));
                    _mm_storeu_ps(forces+4*jj, _mm_add_ps(_mm_loadu_ps(forces+4*jj), result));
                    if (includeEnergy)
                        directEnergy -= chargeProd*inverseR*(1.0f-erfcApprox(alphaEwald*r));
peastman's avatar
peastman committed
393
                }
394
            }
peastman's avatar
peastman committed
395
    }
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
    if (totalEnergy != NULL)
        *totalEnergy += (float) directEnergy;
}


void CpuNonbondedForce::runThread(int index, vector<float>& threadForce, double& threadEnergy) {
    while (true) {
        // Wait for the signal to start running.
        
        pthread_mutex_lock(&lock);
        waitCount++;
        pthread_cond_signal(&endCondition);
        pthread_cond_wait(&startCondition, &lock);
        pthread_mutex_unlock(&lock);
        if (isDeleted)
            break;
        
        // Compute this thread's subset of interactions.
peastman's avatar
peastman committed
414
        
415
416
417
418
419
420
421
422
423
424
425
426
        threadEnergy = 0;
        double* energyPtr = (includeEnergy ? &threadEnergy : NULL);
        threadForce.resize(4*numberOfAtoms, 0.0f);
        for (int i = 0; i < 4*numberOfAtoms; i++)
            threadForce[i] = 0.0f;
        if (ewald || pme) {
            // Compute the interactions from the neighbor list.

            for (int i = index; i < (int) neighborList->size(); i += numThreads) {
                pair<int, int> pair = (*neighborList)[i];
                calculateOneEwaldIxn(pair.first, pair.second, &threadForce[0], energyPtr);
            }
427
        }
428
429
430
431
432
433
434
435
436
437
        else if (cutoff) {
            // Compute the interactions from the neighbor list.

            for (int i = index; i < (int) neighborList->size(); i += numThreads) {
                pair<int, int> pair = (*neighborList)[i];
                calculateOneIxn(pair.first, pair.second, &threadForce[0], energyPtr);
            }
        }
        else {
            // Loop over all atom pairs
438

439
440
441
442
443
            for (int i = index; i < numberOfAtoms; i += numThreads){
                for (int j = i+1; j < numberOfAtoms; j++)
                    if (exclusions[j].find(i) == exclusions[j].end())
                        calculateOneIxn(i, j, &threadForce[0], energyPtr);
            }
peastman's avatar
peastman committed
444
445
        }
    }
446
447
}

448
void CpuNonbondedForce::calculateOneIxn(int ii, int jj, float* forces, double* totalEnergy) {
449
450
    // get deltaR, R2, and R between 2 atoms

451
    __m128 deltaR;
peastman's avatar
peastman committed
452
453
    __m128 posI = _mm_loadu_ps(posq+4*ii);
    __m128 posJ = _mm_loadu_ps(posq+4*jj);
454
455
    float r2;
    getDeltaR(posJ, posI, deltaR, r2, periodic);
456
457
    if (cutoff && r2 >= cutoffDistance*cutoffDistance)
        return;
458
459
    float r = sqrtf(r2);
    float inverseR = 1/r;
460
    float switchValue = 1, switchDeriv = 0;
461
462
463
464
    if (useSwitch && r > switchingDistance) {
        float t = (r-switchingDistance)/(cutoffDistance-switchingDistance);
        switchValue = 1+t*t*t*(-10+t*(15-t*6));
        switchDeriv = t*t*(-30+t*(60-t*30))/(cutoffDistance-switchingDistance);
465
    }
peastman's avatar
peastman committed
466
    float sig       = atomParameters[ii].first + atomParameters[jj].first;
467
    float sig2      = inverseR*sig;
468
          sig2     *= sig2;
469
470
    float sig6      = sig2*sig2*sig2;

peastman's avatar
peastman committed
471
    float eps       = atomParameters[ii].second*atomParameters[jj].second;
472
    float dEdR      = switchValue*eps*(12.0f*sig6 - 6.0f)*sig6;
peastman's avatar
peastman committed
473
    float chargeProd = ONE_4PI_EPS0*posq[4*ii+3]*posq[4*jj+3];
474
    if (cutoff)
475
        dEdR += (float) (chargeProd*(inverseR-2.0f*krf*r2));
476
    else
477
        dEdR += (float) (chargeProd*inverseR);
peastman's avatar
peastman committed
478
    dEdR *= inverseR*inverseR;
479
    float energy = eps*(sig6-1.0f)*sig6;
480
481
482
483
484
    if (useSwitch) {
        dEdR -= energy*switchDeriv*inverseR;
        energy *= switchValue;
    }

485
    // accumulate energies
486

487
488
489
490
491
492
    if (totalEnergy) {
        if (cutoff)
            energy += (float) (chargeProd*(inverseR+krf*r2-crf));
        else
            energy += (float) (chargeProd*inverseR);
        *totalEnergy += energy;
493
494
    }

495
    // accumulate forces
496

497
498
499
    __m128 result = _mm_mul_ps(deltaR, _mm_set1_ps(dEdR));
    _mm_storeu_ps(forces+4*ii, _mm_add_ps(_mm_loadu_ps(forces+4*ii), result));
    _mm_storeu_ps(forces+4*jj, _mm_sub_ps(_mm_loadu_ps(forces+4*jj), result));
500
501
  }

502
void CpuNonbondedForce::calculateOneEwaldIxn(int ii, int jj, float* forces, double* totalEnergy) {
peastman's avatar
peastman committed
503
504
505
506
507
    __m128 deltaR;
    __m128 posI = _mm_loadu_ps(posq+4*ii);
    __m128 posJ = _mm_loadu_ps(posq+4*jj);
    float r2;
    getDeltaR(posJ, posI, deltaR, r2, true);
508
509
    if (r2 >= cutoffDistance*cutoffDistance)
        return;
peastman's avatar
peastman committed
510
511
512
513
514
515
516
517
518
    float r         = sqrtf(r2);
    float inverseR  = 1/r;
    float switchValue = 1, switchDeriv = 0;
    if (useSwitch && r > switchingDistance) {
        float t = (r-switchingDistance)/(cutoffDistance-switchingDistance);
        switchValue = 1+t*t*t*(-10+t*(15-t*6));
        switchDeriv = t*t*(-30+t*(60-t*30))/(cutoffDistance-switchingDistance);
    }
    float chargeProd = ONE_4PI_EPS0*posq[4*ii+3]*posq[4*jj+3];
peastman's avatar
peastman committed
519
    float dEdR      = chargeProd*inverseR*ewaldScaleFunction(r);
peastman's avatar
peastman committed
520
521
522
523
524
    float sig       = atomParameters[ii].first +  atomParameters[jj].first;
    float sig2      = inverseR*sig;
          sig2     *= sig2;
    float sig6      = sig2*sig2*sig2;
    float eps       = atomParameters[ii].second*atomParameters[jj].second;
peastman's avatar
peastman committed
525
526
          dEdR     += switchValue*eps*(12.0f*sig6 - 6.0f)*sig6;
    dEdR *= inverseR*inverseR;
peastman's avatar
peastman committed
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
    float energy = eps*(sig6-1.0f)*sig6;
    if (useSwitch) {
        dEdR -= energy*switchDeriv*inverseR;
        energy *= switchValue;
    }

    // accumulate forces

    __m128 result = _mm_mul_ps(deltaR, _mm_set1_ps(dEdR));
    _mm_storeu_ps(forces+4*ii, _mm_add_ps(_mm_loadu_ps(forces+4*ii), result));
    _mm_storeu_ps(forces+4*jj, _mm_sub_ps(_mm_loadu_ps(forces+4*jj), result));

    // accumulate energies

    if (totalEnergy) {
peastman's avatar
peastman committed
542
        energy += (float) (chargeProd*inverseR*erfcApprox(alphaEwald*r));
peastman's avatar
peastman committed
543
544
545
546
        *totalEnergy += energy;
    }
}

547
548
void CpuNonbondedForce::getDeltaR(const __m128& posI, const __m128& posJ, __m128& deltaR, float& r2, bool periodic) const {
    deltaR = _mm_sub_ps(posJ, posI);
549
    if (periodic) {
550
551
        __m128 base = _mm_mul_ps(_mm_floor_ps(_mm_add_ps(_mm_mul_ps(deltaR, invBoxSize), half)), boxSize);
        deltaR = _mm_sub_ps(deltaR, base);
552
    }
553
    r2 = _mm_cvtss_f32(_mm_dp_ps(deltaR, deltaR, 0x71));
554
}
peastman's avatar
peastman committed
555
556
557
558
559
560
561
562
563
564
565
566

float CpuNonbondedForce::erfcApprox(float x) {
    // This approximation for erfc is from Abramowitz and Stegun (1964) p. 299.  They cite the following as
    // the original source: C. Hastings, Jr., Approximations for Digital Computers (1955).  It has a maximum
    // error of 3e-7.

    float t = 1.0f+(0.0705230784f+(0.0422820123f+(0.0092705272f+(0.0001520143f+(0.0002765672f+0.0000430638f*x)*x)*x)*x)*x)*x;
    t *= t;
    t *= t;
    t *= t;
    return 1.0f/(t*t);
}
peastman's avatar
peastman committed
567
568
569
570
571
572
573
574
575
576

float CpuNonbondedForce::ewaldScaleFunction(float x) {
    // Compute the tabulated Ewald scale factor: erfc(alpha*r) + 2*alpha*r*exp(-alpha*alpha*r*r)/sqrt(PI)

    int lower = (int) (x*ewaldDXInv);
    int upper = lower+1;
    float a = (ewaldScaleX[upper]-x)*ewaldDXInv;
    float b = 1.0f-a;
    return a*ewaldScaleY[lower]+b*ewaldScaleY[upper]+((a*a*a-a)*ewaldScaleDeriv[lower] + (b*b*b-b)*ewaldScaleDeriv[upper]);
}