CpuGayBerneForce.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
33
34
35
/* -------------------------------------------------------------------------- *
 *                                   OpenMM                                   *
 * -------------------------------------------------------------------------- *
 * This is part of the OpenMM molecular simulation toolkit originating from   *
 * Simbios, the NIH National Center for Physics-Based Simulation of           *
 * Biological Structures at Stanford, funded under the NIH Roadmap for        *
 * Medical Research, grant U54 GM072970. See https://simtk.org.               *
 *                                                                            *
 * Portions copyright (c) 2016 Stanford University and the Authors.           *
 * Authors: Peter Eastman                                                     *
 * Contributors:                                                              *
 *                                                                            *
 * 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 "CpuGayBerneForce.h"
#include "ReferenceForce.h"
#include "openmm/OpenMMException.h"
#include "openmm/GayBerneForce.h"
36
#include "openmm/internal/gmx_atomic.h"
37
38
39
40
41
#include <cmath>

using namespace OpenMM;
using namespace std;

42
43
44
45
46
47
48
49
50
51
class CpuGayBerneForce::ComputeTask : public ThreadPool::Task {
public:
    ComputeTask(CpuGayBerneForce& owner) : owner(owner) {
    }
    void execute(ThreadPool& threads, int threadIndex) {
        owner.threadComputeForce(threads, threadIndex);
    }
    CpuGayBerneForce& owner;
};

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
CpuGayBerneForce::CpuGayBerneForce(const GayBerneForce& force) : neighborList(NULL) {
    // Record the force parameters.

    int numParticles = force.getNumParticles();
    particles.resize(numParticles);
    for (int i = 0; i < numParticles; i++) {
        ParticleInfo& p = particles[i];
        double sigma, epsilon, sx, sy, sz, ex, ey, ez;
        force.getParticleParameters(i, sigma, epsilon, p.xparticle, p.yparticle, sx, sy, sz, ex, ey, ez);
        p.sigmaOver2 = 0.5*sigma;
        p.sqrtEpsilon = sqrt(epsilon);
        p.rx = 0.5*sx;
        p.ry = 0.5*sy;
        p.rz = 0.5*sz;
        p.ex = ex;
        p.ey = ey;
        p.ez = ez;
        p.isPointParticle = (sx == sigma && sy == sigma && sz == sigma && ex == 1.0 && ey == 1.0 && ez == 1.0);
    }
    int numExceptions = force.getNumExceptions();
    exceptions.resize(numExceptions);
    particleExclusions.resize(numParticles);
    for (int i = 0; i < numExceptions; i++) {
        ExceptionInfo& e = exceptions[i];
        double sigma, epsilon;
        force.getExceptionParameters(i, e.particle1, e.particle2, sigma, epsilon);
        e.sigma = sigma;
        e.epsilon = epsilon;
        exclusions.insert(make_pair(min(e.particle1, e.particle2), max(e.particle1, e.particle2)));
        particleExclusions[e.particle1].insert(e.particle2);
        particleExclusions[e.particle2].insert(e.particle1);
    }
    nonbondedMethod = force.getNonbondedMethod();
    cutoffDistance = force.getCutoffDistance();
    switchingDistance = force.getSwitchingDistance();
    useSwitchingFunction = force.getUseSwitchingFunction();
    if (nonbondedMethod != GayBerneForce::NoCutoff)
        neighborList = new CpuNeighborList(4);

    // Allocate workspace for calculations.

    s.resize(numParticles);
    A.resize(numParticles);
    B.resize(numParticles);
    G.resize(numParticles);

    // We can precompute the shape factors.

    for (int i = 0; i < numParticles; i++) {
        ParticleInfo& p = particles[i];
        s[i] = (p.rx*p.ry + p.rz*p.rz)*sqrtf(p.rx*p.ry);
    }
}

CpuGayBerneForce::~CpuGayBerneForce() {
    if (neighborList != NULL)
        delete neighborList;
}

111
RealOpenMM CpuGayBerneForce::calculateForce(const vector<RealVec>& positions, std::vector<RealVec>& forces, std::vector<AlignedArray<float> >& threadForce, RealVec* boxVectors, CpuPlatform::PlatformData& data) {
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
    if (nonbondedMethod == GayBerneForce::CutoffPeriodic) {
        double minAllowedSize = 1.999999*cutoffDistance;
        if (boxVectors[0][0] < minAllowedSize || boxVectors[1][1] < minAllowedSize || boxVectors[2][2] < minAllowedSize)
            throw OpenMMException("The periodic box size has decreased to less than twice the nonbonded cutoff.");
    }
    
    // Build the neighbor list.
    
    int numParticles = particles.size();
    if (nonbondedMethod != GayBerneForce::NoCutoff)
        neighborList->computeNeighborList(numParticles, data.posq, particleExclusions, boxVectors, nonbondedMethod == GayBerneForce::CutoffPeriodic, cutoffDistance, data.threads);

    // First find the orientations of the particles and compute the matrices we'll be needing.

    computeEllipsoidFrames(positions);

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
    // Record the parameters for the threads.
    
    ThreadPool& threads = data.threads;
    int numThreads = threads.getNumThreads();
    this->positions = &positions[0];
    this->threadForce = &threadForce;
    this->boxVectors = boxVectors;
    threadEnergy.resize(numThreads);
    threadTorque.resize(numThreads);
    gmx_atomic_t counter;
    gmx_atomic_set(&counter, 0);
    this->atomicCounter = &counter;
    
    // Signal the threads to compute the pairwise interactions.
    
    ComputeTask task(*this);
    threads.execute(task);
    threads.waitForThreads();
    
    // Signal the threads to compute exceptions.
    
    gmx_atomic_set(&counter, 0);
    threads.resumeThreads();
    threads.waitForThreads();
    
    // Combine the energies from all the threads.
    
155
    double energy = 0;
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
    for (int i = 0; i < numThreads; i++)
        energy += threadEnergy[i];
    
    // Apply torques.
    
    applyTorques(positions, forces);
    return energy;
}

void CpuGayBerneForce::threadComputeForce(ThreadPool& threads, int threadIndex) {
    int numParticles = particles.size();
    int numThreads = threads.getNumThreads();
    threadEnergy[threadIndex] = 0;
    float* forces = &(*threadForce)[threadIndex][0];
    vector<RealVec>& torques = threadTorque[threadIndex];
    torques.resize(numParticles);
    for (int i = 0; i < numParticles; i++)
        torques[i] = RealVec();
    double energy = 0.0;

    // Compute this thread's subset of interactions.
    
178
    if (neighborList == NULL) {
179
180
181
182
        while (true) {
            int i = gmx_atomic_fetch_add(reinterpret_cast<gmx_atomic_t*>(atomicCounter), 1);
            if (i >= numParticles)
                break;
183
184
185
186
187
188
189
190
191
192
193
194
195
196
            if (particles[i].sqrtEpsilon == 0.0f)
                continue;
            for (int j = 0; j < i; j++) {
                if (particles[j].sqrtEpsilon == 0.0f)
                    continue;
                if (particleExclusions[i].find(j) != particleExclusions[i].end())
                    continue; // This interaction will be handled by an exception.
                RealOpenMM sigma = particles[i].sigmaOver2+particles[j].sigmaOver2;
                RealOpenMM epsilon = particles[i].sqrtEpsilon*particles[j].sqrtEpsilon;
                energy += computeOneInteraction(i, j, sigma, epsilon, positions, forces, torques, boxVectors);
            }
        }
    }
    else {
197
198
199
200
        while (true) {
            int blockIndex = gmx_atomic_fetch_add(reinterpret_cast<gmx_atomic_t*>(atomicCounter), 1);
            if (blockIndex >= neighborList->getNumBlocks())
                break;
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
            const int* blockAtom = &neighborList->getSortedAtoms()[4*blockIndex];
            const vector<int>& neighbors = neighborList->getBlockNeighbors(blockIndex);
            const vector<char>& exclusions = neighborList->getBlockExclusions(blockIndex);
            for (int i = 0; i < (int) neighbors.size(); i++) {
                int first = neighbors[i];
                if (particles[first].sqrtEpsilon == 0.0f)
                    continue;
                for (int k = 0; k < 4; k++) {
                    if ((exclusions[i] & (1<<k)) == 0) {
                        int second = blockAtom[k];
                        if (particles[second].sqrtEpsilon == 0.0f)
                            continue;
                        RealOpenMM sigma = particles[first].sigmaOver2+particles[second].sigmaOver2;
                        RealOpenMM epsilon = particles[first].sqrtEpsilon*particles[second].sqrtEpsilon;
                        energy += computeOneInteraction(first, second, sigma, epsilon, positions, forces, torques, boxVectors);
                    }
                }
            }
        }
    }

    // Compute exceptions.

224
    threads.syncThreads();
225
    int numExceptions = exceptions.size();
226
227
228
229
230
231
232
233
234
235
    const int groupSize = max(1, numExceptions/(10*numThreads));
    while (true) {
        int start = gmx_atomic_fetch_add(reinterpret_cast<gmx_atomic_t*>(atomicCounter), groupSize);
        if (start >= numExceptions)
            break;
        int end = min(start+groupSize, numExceptions);
        for (int i = start; i < end; i++) {
            ExceptionInfo& e = exceptions[i];
            energy += computeOneInteraction(e.particle1, e.particle2, e.sigma, e.epsilon, positions, forces, torques, boxVectors);
        }
236
    }
237
    threadEnergy[threadIndex] = energy;
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
}

void CpuGayBerneForce::computeEllipsoidFrames(const vector<RealVec>& positions) {
    int numParticles = particles.size();
    for (int particle = 0; particle < numParticles; particle++) {
        ParticleInfo& p = particles[particle];

        // Compute the local coordinate system of the ellipsoid;

        RealVec xdir, ydir, zdir;
        if (p.xparticle == -1) {
            xdir = RealVec(1, 0, 0);
            ydir = RealVec(0, 1, 0);
        }
        else {
            xdir = positions[particle]-positions[p.xparticle];
            xdir /= SQRT(xdir.dot(xdir));
            if (p.yparticle == -1) {
                if (xdir[1] > -0.5 && xdir[1] < 0.5)
                    ydir = RealVec(0, 1, 0);
                else
                    ydir = RealVec(1, 0, 0);
            }
            else
                ydir = positions[particle]-positions[p.yparticle];
            ydir -= xdir*(xdir.dot(ydir));
            ydir /= SQRT(ydir.dot(ydir));
        }
        zdir = xdir.cross(ydir);

        // Compute matrices we will need later.

        RealOpenMM (&a)[3][3] = A[particle].v;
        RealOpenMM (&b)[3][3] = B[particle].v;
        RealOpenMM (&g)[3][3] = G[particle].v;
        a[0][0] = xdir[0];
        a[0][1] = xdir[1];
        a[0][2] = xdir[2];
        a[1][0] = ydir[0];
        a[1][1] = ydir[1];
        a[1][2] = ydir[2];
        a[2][0] = zdir[0];
        a[2][1] = zdir[1];
        a[2][2] = zdir[2];
        RealVec r2(p.rx*p.rx, p.ry*p.ry, p.rz*p.rz);
        RealVec e2(1/sqrt(p.ex), 1/sqrt(p.ey), 1/sqrt(p.ez));
        for (int i = 0; i < 3; i++)
            for (int j = 0; j < 3; j++) {
                b[i][j] = 0;
                g[i][j] = 0;
                for (int k = 0; k < 3; k++) {
                    b[i][j] += a[k][i]*e2[k]*a[k][j];
                    g[i][j] += a[k][i]*r2[k]*a[k][j];
                }
            }
    }
}

296
void CpuGayBerneForce::applyTorques(const vector<RealVec>& positions, vector<RealVec>& forces) {
297
    int numParticles = particles.size();
298
    int numThreads = threadTorque.size();
299
300
301
302
    for (int particle = 0; particle < numParticles; particle++) {
        ParticleInfo& p = particles[particle];
        RealVec pos = positions[particle];
        if (p.xparticle != -1) {
303
304
305
306
307
308
            // Add up the torques from the individual threads.
            
            RealVec torque;
            for (int i = 0; i < numThreads; i++)
                torque += threadTorque[i][particle];
            
309
310
311
312
            // Apply a force to the x particle.
            
            RealVec dx = positions[p.xparticle]-pos;
            double dx2 = dx.dot(dx);
313
            RealVec f = torque.cross(dx)/dx2;
314
315
316
317
318
319
320
321
            forces[p.xparticle] += f;
            forces[particle] -= f;
            if (p.yparticle != -1) {
                // Apply a force to the y particle.  This is based on the component of the torque
                // that was not already applied to the x particle.
                
                RealVec dy = positions[p.yparticle]-pos;
                double dy2 = dy.dot(dy);
322
323
                RealVec torque2 = dx*(torque.dot(dx)/dx2);
                f = torque2.cross(dy)/dy2;
324
325
326
327
328
329
330
                forces[p.yparticle] += f;
                forces[particle] -= f;
            }
        }
    }
}

331
332
RealOpenMM CpuGayBerneForce::computeOneInteraction(int particle1, int particle2, RealOpenMM sigma, RealOpenMM epsilon, const RealVec* positions,
        float* forces, vector<RealVec>& torques, const RealVec* boxVectors) {
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
    // Compute the displacement and check against the cutoff.

    RealOpenMM deltaR[ReferenceForce::LastDeltaRIndex];
    if (nonbondedMethod == GayBerneForce::CutoffPeriodic)
        ReferenceForce::getDeltaRPeriodic(positions[particle2], positions[particle1], boxVectors, deltaR);
    else
        ReferenceForce::getDeltaR(positions[particle2], positions[particle1], deltaR);
    RealOpenMM r = deltaR[ReferenceForce::RIndex];
    if (nonbondedMethod != GayBerneForce::NoCutoff && r >= cutoffDistance)
        return 0;
    RealOpenMM rInv = 1/r;
    RealVec dr(deltaR[ReferenceForce::XIndex], deltaR[ReferenceForce::YIndex], deltaR[ReferenceForce::ZIndex]);
    RealVec drUnit = dr*rInv;
    
    // Compute the switching function.

    RealOpenMM switchValue = 1, switchDeriv = 0;
    if (useSwitchingFunction && r > switchingDistance) {
        RealOpenMM 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);
    }

    // Interactions between two point particles can be computed more easily.
    
    if (particles[particle1].isPointParticle && particles[particle2].isPointParticle) {
        RealOpenMM sig2 = sigma*rInv;
        sig2 *= sig2;
        RealOpenMM sig6 = sig2*sig2*sig2;
        RealOpenMM energy = 4*epsilon*(sig6-1)*sig6;
        RealVec force = drUnit*(switchValue*4*epsilon*(12*sig6 - 6)*sig6*rInv - energy*switchDeriv);
364
365
366
367
368
369
        forces[4*particle1] += force[0];
        forces[4*particle1+1] += force[1];
        forces[4*particle1+2] += force[2];
        forces[4*particle2] -= force[0];
        forces[4*particle2+1] -= force[1];
        forces[4*particle2+2] -= force[2];
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
        return energy*switchValue;
    }

    // Compute vectors and matrices we'll be needing.

    Matrix B12 = B[particle1]+B[particle2];
    Matrix G12 = G[particle1]+G[particle2];
    Matrix B12inv = B12.inverse();
    Matrix G12inv = G12.inverse();
    RealOpenMM detG12 = G12.determinant();

    // Estimate the distance between the ellipsoids and compute the first terms needed for the energy.

    RealOpenMM sigma12 = 1/SQRT(0.5*drUnit.dot(G12inv*drUnit));
    RealOpenMM h12 = r - sigma12;
    RealOpenMM rho = sigma/(h12+sigma);
    RealOpenMM rho2 = rho*rho;
    RealOpenMM rho6 = rho2*rho2*rho2;
    RealOpenMM u = 4*epsilon*(rho6*rho6-rho6);
    RealOpenMM eta = SQRT(2*s[particle1]*s[particle2]/detG12);
    RealOpenMM chi = 2*drUnit.dot(B12inv*drUnit);
    chi *= chi;
    RealOpenMM energy = u*eta*chi;
    
    // Compute the terms needed for the force.

    RealVec kappa = G12inv*dr;
    RealVec iota = B12inv*dr;
    RealOpenMM rInv2 = rInv*rInv;
    RealOpenMM dUSLJdr = 24*epsilon*(2*rho6-1)*rho6*rho/sigma;
    RealOpenMM temp = 0.5*sigma12*sigma12*sigma12*rInv2;
    RealVec dudr = (drUnit + (kappa-drUnit*kappa.dot(drUnit))*temp)*dUSLJdr;
    RealVec dchidr = (iota-drUnit*iota.dot(drUnit))*(-8*rInv2*SQRT(chi));
    RealVec force = (dchidr*u + dudr*chi)*(eta*switchValue) - drUnit*(energy*switchDeriv);
404
405
406
407
408
409
    forces[4*particle1] += force[0];
    forces[4*particle1+1] += force[1];
    forces[4*particle1+2] += force[2];
    forces[4*particle2] -= force[0];
    forces[4*particle2+1] -= force[1];
    forces[4*particle2+2] -= force[2];
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

    // Compute the terms needed for the torque.

    for (int j = 0; j < 2; j++) {
        int particle = (j == 0 ? particle1 : particle2);
        RealVec dudq = (kappa*G[particle]).cross(kappa*(temp*dUSLJdr));
        RealVec dchidq = (iota*B[particle]).cross(iota)*(-4*rInv2);
        RealOpenMM (&g12)[3][3] = G12.v;
        RealOpenMM (&a)[3][3] = A[particle].v;
        ParticleInfo& p = particles[particle];
        RealVec scale = RealVec(p.rx*p.rx, p.ry*p.ry, p.rz*p.rz)*(-0.5*eta/detG12);
        Matrix D;
        RealOpenMM (&d)[3][3] = D.v;
        d[0][0] = scale[0]*(g12[1][2]*g12[0][1]*a[0][2] + 2*g12[1][1]*g12[2][2]*a[0][0] -
                            g12[1][1]*a[0][2]*g12[0][2] - 2*g12[1][2]*a[0][0]*g12[2][1] +
                            a[0][1]*g12[0][2]*g12[2][1] -   a[0][1]*g12[0][1]*g12[2][2] -
                            g12[1][0]*g12[2][2]*a[0][1] +   g12[2][0]*g12[1][2]*a[0][1] +
                            g12[1][0]*a[0][2]*g12[2][1] -   a[0][2]*g12[2][0]*g12[1][1]);
        d[0][1] = scale[0]*(  g12[0][2]*a[0][0]*g12[2][1] - g12[2][2]*a[0][0]*g12[0][1] +
                            2*g12[0][0]*g12[2][2]*a[0][1] - g12[0][0]*a[0][2]*g12[1][2] -
                            2*g12[2][0]*g12[0][2]*a[0][1] + a[0][2]*g12[1][0]*g12[0][2] -
                              g12[2][2]*g12[1][0]*a[0][0] + g12[2][0]*a[0][0]*g12[1][2] +
                              g12[2][0]*a[0][2]*g12[0][1] - a[0][2]*g12[0][0]*g12[2][1]);
        d[0][2] = scale[0]*(  g12[0][1]*g12[1][2]*a[0][0] -   g12[0][2]*a[0][0]*g12[1][1] -
                              g12[0][0]*g12[1][2]*a[0][1] +   g12[1][0]*g12[0][2]*a[0][1] -
                              a[0][1]*g12[0][0]*g12[2][1] -   g12[2][0]*g12[1][1]*a[0][0] +
                            2*g12[1][1]*g12[0][0]*a[0][2] - 2*g12[1][0]*a[0][2]*g12[0][1] +
                              g12[1][0]*g12[2][1]*a[0][0] +   g12[2][0]*a[0][1]*g12[0][1]);
        d[1][0] = scale[1]*(-g12[1][1]*a[1][2]*g12[0][2] + 2*g12[1][1]*g12[2][2]*a[1][0] +
                             g12[1][2]*g12[0][1]*a[1][2] - 2*g12[1][2]*a[1][0]*g12[2][1] +
                             a[1][1]*g12[0][2]*g12[2][1] -   a[1][1]*g12[0][1]*g12[2][2] -
                             g12[1][0]*g12[2][2]*a[1][1] +   g12[2][0]*g12[1][2]*a[1][1] -
                             a[1][2]*g12[2][0]*g12[1][1] +   g12[1][0]*a[1][2]*g12[2][1]);
        d[1][1] = scale[1]*(  g12[0][2]*a[1][0]*g12[2][1] - g12[0][1]*g12[2][2]*a[1][0] +
                            2*g12[2][2]*g12[0][0]*a[1][1] - a[1][2]*g12[0][0]*g12[1][2] -
                            2*g12[2][0]*a[1][1]*g12[0][2] - g12[1][0]*g12[2][2]*a[1][0] +
                              g12[2][0]*g12[1][2]*a[1][0] + g12[1][0]*a[1][2]*g12[0][2] -
                              g12[0][0]*a[1][2]*g12[2][1] + a[1][2]*g12[0][1]*g12[2][0]);
        d[1][2] = scale[1]*(  g12[0][1]*g12[1][2]*a[1][0] - g12[0][2]*a[1][0]*g12[1][1] -
                              g12[0][0]*g12[1][2]*a[1][1] + g12[1][0]*g12[0][2]*a[1][1] +
                            2*g12[1][1]*g12[0][0]*a[1][2] - g12[0][0]*a[1][1]*g12[2][1] +
                              g12[0][1]*g12[2][0]*a[1][1] - a[1][0]*g12[2][0]*g12[1][1] -
                            2*g12[1][0]*g12[0][1]*a[1][2] + g12[1][0]*a[1][0]*g12[2][1]);
        d[2][0] = scale[2]*( -g12[1][1]*g12[0][2]*a[2][2] +   g12[0][1]*g12[1][2]*a[2][2] +
                            2*g12[1][1]*a[2][0]*g12[2][2] -   g12[0][1]*a[2][1]*g12[2][2] +
                              g12[0][2]*g12[2][1]*a[2][1] - 2*a[2][0]*g12[2][1]*g12[1][2] -
                              g12[1][0]*a[2][1]*g12[2][2] +   g12[1][2]*g12[2][0]*a[2][1] -
                              g12[1][1]*g12[2][0]*a[2][2] +   g12[2][1]*g12[1][0]*a[2][2]);
        d[2][1] = scale[2]*( -g12[0][1]*g12[2][2]*a[2][0] + g12[0][2]*a[2][0]*g12[2][1] +
                            2*a[2][1]*g12[0][0]*g12[2][2] - g12[1][2]*a[2][2]*g12[0][0] -
                            2*a[2][1]*g12[0][2]*g12[2][0] - g12[1][0]*a[2][0]*g12[2][2] +
                              g12[1][0]*g12[0][2]*a[2][2] + g12[1][2]*g12[2][0]*a[2][0] -
                              g12[0][0]*a[2][2]*g12[2][1] + a[2][2]*g12[0][1]*g12[2][0]);
        d[2][2] = scale[2]*(  g12[0][1]*g12[1][2]*a[2][0] -   g12[0][2]*a[2][0]*g12[1][1] -
                              g12[0][0]*g12[1][2]*a[2][1] +   g12[1][0]*g12[0][2]*a[2][1] -
                              g12[1][1]*g12[2][0]*a[2][0] -   g12[2][1]*a[2][1]*g12[0][0] +
                            2*g12[1][1]*a[2][2]*g12[0][0] +   g12[2][1]*g12[1][0]*a[2][0] +
                              g12[2][0]*g12[0][1]*a[2][1] - 2*a[2][2]*g12[1][0]*g12[0][1]);
        RealVec detadq;
        for (int i = 0; i < 3; i++)
            detadq += RealVec(a[i][0], a[i][1], a[i][2]).cross(RealVec(d[i][0], d[i][1], d[i][2]));
        RealVec torque = (dchidq*(u*eta) + detadq*(u*chi) + dudq*(eta*chi))*switchValue;
        torques[particle] -= torque;
    }
    return switchValue*energy;
}