OpenCLNonbondedUtilities.cpp 19.1 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
/* -------------------------------------------------------------------------- *
 *                                   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) 2009 Stanford University and the Authors.           *
 * Authors: Peter Eastman                                                     *
 * Contributors:                                                              *
 *                                                                            *
 * 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.                                        *
 *                                                                            *
 * 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 Lesser General Public License for more details.                        *
 *                                                                            *
 * 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/>.      *
 * -------------------------------------------------------------------------- */

#include "OpenCLNonbondedUtilities.h"
#include "OpenCLArray.h"
29
#include "OpenCLCompact.h"
30
#include "OpenCLKernelSources.h"
31
#include "OpenCLExpressionUtilities.h"
32
33
34
35
36
37
#include <map>

using namespace OpenMM;
using namespace std;

OpenCLNonbondedUtilities::OpenCLNonbondedUtilities(OpenCLContext& context) : context(context), cutoff(-1.0), useCutoff(false),
38
39
40
41
42
43
44
45
46
47
48
49
        numForceBuffers(0), tiles(NULL), exclusionIndex(NULL), exclusions(NULL), interactingTiles(NULL), interactionFlags(NULL),
        interactionCount(NULL), blockCenter(NULL), blockBoundingBox(NULL), compact(NULL) {
    // Decide how many force buffers to use.

    forceBufferPerAtomBlock = false;
    numForceBuffers = context.getNumThreadBlocks()*OpenCLContext::ThreadBlockSize/OpenCLContext::TileSize;
    if (numForceBuffers >= context.getNumAtomBlocks()) {
        // For small systems, it is more efficient to have one force buffer per block of 32 atoms instead of one per warp.

        forceBufferPerAtomBlock = true;
        numForceBuffers = context.getNumAtomBlocks();
    }
50
51
52
53
54
55
56
57
58
}

OpenCLNonbondedUtilities::~OpenCLNonbondedUtilities() {
    if (tiles != NULL)
        delete tiles;
    if (exclusionIndex != NULL)
        delete exclusionIndex;
    if (exclusions != NULL)
        delete exclusions;
59
60
61
62
63
64
65
66
67
68
69
70
    if (interactingTiles != NULL)
        delete interactingTiles;
    if (interactionFlags != NULL)
        delete interactionFlags;
    if (interactionCount != NULL)
        delete interactionCount;
    if (blockCenter != NULL)
        delete blockCenter;
    if (blockBoundingBox != NULL)
        delete blockBoundingBox;
    if (compact != NULL)
        delete compact;
71
72
}

73
void OpenCLNonbondedUtilities::addInteraction(bool usesCutoff, bool usesPeriodic, bool usesExclusions, double cutoffDistance, const vector<vector<int> >& exclusionList, const string& kernel) {
74
75
76
77
78
79
80
    if (cutoff != -1.0) {
        if (usesCutoff != useCutoff)
            throw OpenMMException("All Forces must agree on whether to use a cutoff");
        if (usesPeriodic != usePeriodic)
            throw OpenMMException("All Forces must agree on whether to use periodic boundary conditions");
        if (cutoffDistance != cutoff)
            throw OpenMMException("All Forces must use the same cutoff distance");
81
82
    }
    if (usesExclusions && atomExclusions.size() != 0) {
83
        bool sameExclusions = (exclusionList.size() == atomExclusions.size());
84
        for (int i = 0; i < (int) exclusionList.size() && sameExclusions; i++) {
85
86
            if (exclusionList[i].size() != atomExclusions[i].size())
                sameExclusions = false;
87
            for (int j = 0; j < (int) exclusionList[i].size(); j++)
88
89
90
91
92
93
                if (exclusionList[i][j] != atomExclusions[i][j])
                    sameExclusions = false;
        }
        if (!sameExclusions)
            throw OpenMMException("All Forces must have identical exceptions");
    }
94
95
96
97
98
99
    useCutoff = usesCutoff;
    usePeriodic = usesPeriodic;
    cutoff = cutoffDistance;
    kernelSource += kernel+"\n";
    if (usesExclusions)
        atomExclusions = exclusionList;
100
101
}

102
103
void OpenCLNonbondedUtilities::addParameter(const ParameterInfo& parameter) {
    parameters.push_back(parameter);
104
105
}

106
107
108
109
void OpenCLNonbondedUtilities::addArgument(const ParameterInfo& parameter) {
    arguments.push_back(parameter);
}

110
111
112
113
void OpenCLNonbondedUtilities::initialize(const System& system) {
    if (cutoff == -1.0)
        return; // There are no nonbonded interactions in the System.
    
114
115
116
117
    if (atomExclusions.size() == 0) {
        // No exclusions were specifically requested, so just mark every atom as not interacting with itself.
        
        atomExclusions.resize(context.getNumAtoms());
118
        for (int i = 0; i < (int) atomExclusions.size(); i++)
119
120
121
            atomExclusions[i].push_back(i);
    }

122
123
124
125
126
127
128
    // Create the list of tiles.

    int numAtomBlocks = context.getNumAtomBlocks();
    int numTiles = numAtomBlocks*(numAtomBlocks+1)/2;
    tiles = new OpenCLArray<cl_uint>(context, numTiles, "tiles");
    vector<cl_uint> tileVec(tiles->getSize());
    unsigned int count = 0;
129
130
    for (unsigned int y = 0; y < (unsigned int) numAtomBlocks; y++)
        for (unsigned int x = y; x < (unsigned int) numAtomBlocks; x++)
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
            tileVec[count++] = (x << 17) | (y << 2);

    // Mark which tiles have exclusions.

    for (int atom1 = 0; atom1 < (int) atomExclusions.size(); ++atom1) {
        int x = atom1/OpenCLContext::TileSize;
        for (int j = 0; j < (int) atomExclusions[atom1].size(); ++j) {
            int atom2 = atomExclusions[atom1][j];
            int y = atom2/OpenCLContext::TileSize;
            int index = (x > y ? x+y*numAtomBlocks-y*(y+1)/2 : y+x*numAtomBlocks-x*(x+1)/2);
            tileVec[index] |= 1;
        }
    }
    if (context.getPaddedNumAtoms() > context.getNumAtoms()) {
        int lastTile = context.getNumAtoms()/OpenCLContext::TileSize;
        for (int i = 0; i < numTiles; ++i) {
            int x = tileVec[i]>>17;
            int y = (tileVec[i]>>2)&0x7FFF;
            if (x == lastTile || y == lastTile)
                tileVec[i] |= 1;
        }
    }

    // Build a list of indices for the tiles with exclusions.

    exclusionIndex = new OpenCLArray<cl_uint>(context, numTiles, "exclusionIndex");
    vector<cl_uint> exclusionIndexVec(exclusionIndex->getSize());
    int numWithExclusions = 0;
    for (int i = 0; i < numTiles; ++i)
        if ((tileVec[i]&1) == 1)
            exclusionIndexVec[i] = (numWithExclusions++)*OpenCLContext::TileSize;

    // Record the exclusion data.

    exclusions = new OpenCLArray<cl_uint>(context, numWithExclusions*OpenCLContext::TileSize, "exclusions");
    vector<cl_uint> exclusionVec(exclusions->getSize());
    for (int i = 0; i < exclusions->getSize(); ++i)
        exclusionVec[i] = 0xFFFFFFFF;
    for (int atom1 = 0; atom1 < (int) atomExclusions.size(); ++atom1) {
        int x = atom1/OpenCLContext::TileSize;
        int offset1 = atom1-x*OpenCLContext::TileSize;
        for (int j = 0; j < (int) atomExclusions[atom1].size(); ++j) {
            int atom2 = atomExclusions[atom1][j];
            int y = atom2/OpenCLContext::TileSize;
            int offset2 = atom2-y*OpenCLContext::TileSize;
            if (x > y) {
                int tile = x+y*numAtomBlocks-y*(y+1)/2;
                exclusionVec[exclusionIndexVec[tile]+offset1] &= 0xFFFFFFFF-(1<<offset2);
            }
            else {
                int tile = y+x*numAtomBlocks-x*(x+1)/2;
                exclusionVec[exclusionIndexVec[tile]+offset2] &= 0xFFFFFFFF-(1<<offset1);
            }
        }
    }

    // Mark all interactions that involve a padding atom as being excluded.

    for (int atom1 = context.getNumAtoms(); atom1 < context.getPaddedNumAtoms(); ++atom1) {
        int x = atom1/OpenCLContext::TileSize;
        int offset1 = atom1-x*OpenCLContext::TileSize;
        for (int atom2 = 0; atom2 < context.getPaddedNumAtoms(); ++atom2) {
            int y = atom2/OpenCLContext::TileSize;
            int offset2 = atom2-y*OpenCLContext::TileSize;
            if (x >= y) {
                int tile = x+y*numAtomBlocks-y*(y+1)/2;
                exclusionVec[exclusionIndexVec[tile]+offset1] &= 0xFFFFFFFF-(1<<offset2);
            }
            if (y >= x) {
                int tile = y+x*numAtomBlocks-x*(x+1)/2;
                exclusionVec[exclusionIndexVec[tile]+offset2] &= 0xFFFFFFFF-(1<<offset1);
            }
        }
    }
    atomExclusions.clear(); // We won't use this again, so free the memory it used
    tiles->upload(tileVec);
    exclusions->upload(exclusionVec);
    exclusionIndex->upload(exclusionIndexVec);
209
210
211

    // Record the periodic box size.

212
213
    Vec3 boxVectors[3];
    system.getPeriodicBoxVectors(boxVectors[0], boxVectors[1], boxVectors[2]);
214
    periodicBoxSize = mm_float4((float) boxVectors[0][0], (float) boxVectors[1][1], (float) boxVectors[2][2], 0.0f);
215
216
217
218
219
220
221
222
223
224
225

    // Create data structures for the neighbor list.

    if (useCutoff) {
        interactingTiles = new OpenCLArray<cl_uint>(context, numTiles, "interactingTiles");
        interactionFlags = new OpenCLArray<cl_uint>(context, numTiles, "interactionFlags");
        interactionCount = new OpenCLArray<cl_uint>(context, 1, "interactionCount");
        blockCenter = new OpenCLArray<mm_float4>(context, numAtomBlocks, "blockCenter");
        blockBoundingBox = new OpenCLArray<mm_float4>(context, numAtomBlocks, "blockBoundingBox");
        compact = new OpenCLCompact(context);
    }
226
227
228

    // Create kernels.

229
    forceKernel = createInteractionKernel(kernelSource, parameters, arguments, true);
230
231
232
233
234
235
    if (useCutoff) {
        map<string, string> defines;
        if (forceBufferPerAtomBlock)
            defines["USE_OUTPUT_BUFFER_PER_BLOCK"] = "1";
        if (usePeriodic)
            defines["USE_PERIODIC"] = "1";
236
        cl::Program interactingBlocksProgram = context.createProgram(OpenCLKernelSources::findInteractingBlocks, defines);
237
238
239
240
241
242
243
244
        findBlockBoundsKernel = cl::Kernel(interactingBlocksProgram, "findBlockBounds");
        findBlockBoundsKernel.setArg<cl_int>(0, context.getNumAtoms());
        findBlockBoundsKernel.setArg<mm_float4>(1, periodicBoxSize);
        findBlockBoundsKernel.setArg<cl::Buffer>(2, context.getPosq().getDeviceBuffer());
        findBlockBoundsKernel.setArg<cl::Buffer>(3, blockCenter->getDeviceBuffer());
        findBlockBoundsKernel.setArg<cl::Buffer>(4, blockBoundingBox->getDeviceBuffer());
        findInteractingBlocksKernel = cl::Kernel(interactingBlocksProgram, "findBlocksWithInteractions");
        findInteractingBlocksKernel.setArg<cl_int>(0, tiles->getSize());
245
        findInteractingBlocksKernel.setArg<cl_float>(1, (cl_float) (cutoff*cutoff));
246
247
248
249
250
251
        findInteractingBlocksKernel.setArg<mm_float4>(2, periodicBoxSize);
        findInteractingBlocksKernel.setArg<cl::Buffer>(3, tiles->getDeviceBuffer());
        findInteractingBlocksKernel.setArg<cl::Buffer>(4, blockCenter->getDeviceBuffer());
        findInteractingBlocksKernel.setArg<cl::Buffer>(5, blockBoundingBox->getDeviceBuffer());
        findInteractingBlocksKernel.setArg<cl::Buffer>(6, interactionFlags->getDeviceBuffer());
        findInteractionsWithinBlocksKernel = cl::Kernel(interactingBlocksProgram, "findInteractionsWithinBlocks");
252
        findInteractionsWithinBlocksKernel.setArg<cl_float>(0, (cl_float) (cutoff*cutoff));
253
254
255
256
257
258
259
260
261
        findInteractionsWithinBlocksKernel.setArg<mm_float4>(1, periodicBoxSize);
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(2, context.getPosq().getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(3, interactingTiles->getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(4, blockCenter->getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(5, blockBoundingBox->getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(6, interactionFlags->getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg<cl::Buffer>(7, interactionCount->getDeviceBuffer());
        findInteractionsWithinBlocksKernel.setArg(8, OpenCLContext::ThreadBlockSize*sizeof(cl_uint), NULL);
    }
262
263
264
265
266
}

void OpenCLNonbondedUtilities::prepareInteractions() {
    if (!useCutoff)
        return;
267
268
269
270
271
272

    // Compute the neighbor list.

    context.executeKernel(findBlockBoundsKernel, context.getNumAtoms());
    context.executeKernel(findInteractingBlocksKernel, context.getNumAtoms());
    compact->compactStream(*interactingTiles, *tiles, *interactionFlags, *interactionCount);
Peter Eastman's avatar
Peter Eastman committed
273
274
    if (context.getSIMDWidth() == 32)
        context.executeKernel(findInteractionsWithinBlocksKernel, context.getNumAtoms());
275
276
277
}

void OpenCLNonbondedUtilities::computeInteractions() {
Peter Eastman's avatar
Bug fix  
Peter Eastman committed
278
279
    if (tiles != NULL)
        context.executeKernel(forceKernel, tiles->getSize()*OpenCLContext::TileSize);
280
281
}

282
cl::Kernel OpenCLNonbondedUtilities::createInteractionKernel(const string& source, const vector<ParameterInfo>& params, const vector<ParameterInfo>& arguments, bool useExclusions) const {
283
284
    map<string, string> replacements;
    replacements["COMPUTE_INTERACTION"] = source;
285
286
287
288
289
290
291
292
293
294
295
    int localDataSize = 2*sizeof(cl_float4);
    stringstream localData;
    for (int i = 0; i < (int) params.size(); i++) {
        localData << params[i].getType() << " " << params[i].getName() << ";\n";
        localDataSize += params[i].getSize();
    }
    if ((localDataSize/4)%2 == 0) {
        localData << "float padding;\n";
        localDataSize += 4;
    }
    replacements["ATOM_PARAMETER_DATA"] = localData.str();
296
    stringstream args;
297
    for (int i = 0; i < (int) params.size(); i++) {
298
299
300
301
302
        args << ", __global ";
        args << params[i].getType();
        args << "* global_";
        args << params[i].getName();
    }
303
    for (int i = 0; i < (int) arguments.size(); i++) {
304
305
306
307
308
309
310
311
312
313
314
315
316
        if (arguments[i].getMemory().getInfo<CL_MEM_TYPE>() == CL_MEM_OBJECT_IMAGE2D) {
            args << ", __read_only image2d_t ";
            args << arguments[i].getName();
        }
        else {
            if ((arguments[i].getMemory().getInfo<CL_MEM_FLAGS>() & CL_MEM_READ_ONLY) == 0)
                args << ", __global ";
            else
                args << ", __constant ";
            args << arguments[i].getType();
            args << "* ";
            args << arguments[i].getName();
        }
317
    }
318
319
    replacements["PARAMETER_ARGUMENTS"] = args.str();
    stringstream loadLocal1;
320
    for (int i = 0; i < (int) params.size(); i++) {
321
        loadLocal1 << "localData[get_local_id(0)].";
322
        loadLocal1 << params[i].getName();
323
        loadLocal1 << " = ";
324
        loadLocal1 << params[i].getName();
325
        loadLocal1 << "1;\n";
326
327
328
    }
    replacements["LOAD_LOCAL_PARAMETERS_FROM_1"] = loadLocal1.str();
    stringstream loadLocal2;
329
    for (int i = 0; i < (int) params.size(); i++) {
330
        loadLocal2 << "localData[get_local_id(0)].";
331
        loadLocal2 << params[i].getName();
332
        loadLocal2 << " = global_";
333
        loadLocal2 << params[i].getName();
334
        loadLocal2 << "[j];\n";
335
336
337
    }
    replacements["LOAD_LOCAL_PARAMETERS_FROM_GLOBAL"] = loadLocal2.str();
    stringstream load1;
338
    for (int i = 0; i < (int) params.size(); i++) {
339
340
341
342
343
        load1 << params[i].getType();
        load1 << " ";
        load1 << params[i].getName();
        load1 << "1 = global_";
        load1 << params[i].getName();
344
        load1 << "[atom1];\n";
345
346
347
    }
    replacements["LOAD_ATOM1_PARAMETERS"] = load1.str();
    stringstream load2j;
348
    for (int i = 0; i < (int) params.size(); i++) {
349
350
351
        load2j << params[i].getType();
        load2j << " ";
        load2j << params[i].getName();
352
        load2j << "2 = localData[atom2].";
353
        load2j << params[i].getName();
354
        load2j << ";\n";
355
    }
356
    replacements["LOAD_ATOM2_PARAMETERS"] = load2j.str();
357
358
359
360
361
362
363
364
365
    map<string, string> defines;
    if (forceBufferPerAtomBlock)
        defines["USE_OUTPUT_BUFFER_PER_BLOCK"] = "1";
    if (useCutoff)
        defines["USE_CUTOFF"] = "1";
    if (usePeriodic)
        defines["USE_PERIODIC"] = "1";
    if (useExclusions)
        defines["USE_EXCLUSIONS"] = "1";
366
367
368
369
370
371
372
    defines["PERIODIC_BOX_SIZE_X"] = OpenCLExpressionUtilities::doubleToString(periodicBoxSize.x);
    defines["PERIODIC_BOX_SIZE_Y"] = OpenCLExpressionUtilities::doubleToString(periodicBoxSize.y);
    defines["PERIODIC_BOX_SIZE_Z"] = OpenCLExpressionUtilities::doubleToString(periodicBoxSize.z);
    defines["INV_PERIODIC_BOX_SIZE_X"] = OpenCLExpressionUtilities::doubleToString(1.0/periodicBoxSize.x);
    defines["INV_PERIODIC_BOX_SIZE_Y"] = OpenCLExpressionUtilities::doubleToString(1.0/periodicBoxSize.y);
    defines["INV_PERIODIC_BOX_SIZE_Z"] = OpenCLExpressionUtilities::doubleToString(1.0/periodicBoxSize.z);
    defines["CUTOFF_SQUARED"] = OpenCLExpressionUtilities::doubleToString(cutoff*cutoff);
373
374
375
376
377
    stringstream natom, padded;
    natom << context.getNumAtoms();
    padded << context.getPaddedNumAtoms();
    defines["NUM_ATOMS"] = natom.str();
    defines["PADDED_NUM_ATOMS"] = padded.str();
378
379
    string file = (context.getSIMDWidth() == 32 ? OpenCLKernelSources::nonbonded_nvidia : OpenCLKernelSources::nonbonded_default);
    cl::Program program = context.createProgram(context.replaceStrings(file, replacements), defines);
380
381
382
    cl::Kernel kernel(program, "computeNonbonded");

    // Set arguments to the Kernel.
383

384
385
386
387
388
389
390
391
    int index = 0;
    kernel.setArg<cl::Buffer>(index++, context.getForceBuffers().getDeviceBuffer());
    kernel.setArg<cl::Buffer>(index++, context.getEnergyBuffer().getDeviceBuffer());
    kernel.setArg<cl::Buffer>(index++, context.getPosq().getDeviceBuffer());
    kernel.setArg<cl::Buffer>(index++, exclusions->getDeviceBuffer());
    kernel.setArg<cl::Buffer>(index++, exclusionIndex->getDeviceBuffer());
    kernel.setArg(index++, OpenCLContext::ThreadBlockSize*(2*sizeof(cl_float4)+localDataSize), NULL);
    kernel.setArg(index++, OpenCLContext::ThreadBlockSize*sizeof(cl_float4), NULL);
392
    if (useCutoff) {
393
394
395
        kernel.setArg<cl::Buffer>(index++, interactingTiles->getDeviceBuffer());
        kernel.setArg<cl::Buffer>(index++, interactionFlags->getDeviceBuffer());
        kernel.setArg<cl::Buffer>(index++, interactionCount->getDeviceBuffer());
396
    }
397
    else {
398
399
        kernel.setArg<cl::Buffer>(index++, tiles->getDeviceBuffer());
        kernel.setArg<cl_uint>(index++, tiles->getSize());
400
    }
401
    for (int i = 0; i < (int) params.size(); i++) {
402
        kernel.setArg<cl::Memory>(index++, params[i].getMemory());
403
    }
404
    for (int i = 0; i < (int) arguments.size(); i++) {
405
        kernel.setArg<cl::Memory>(index++, arguments[i].getMemory());
406
    }
407
    return kernel;
408
}