OpenCLBondedUtilities.cpp 12.8 KB
Newer Older
Peter Eastman's avatar
Peter Eastman committed
1
2
3
4
5
6
7
8
/* -------------------------------------------------------------------------- *
 *                                   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.               *
 *                                                                            *
9
 * Portions copyright (c) 2011-2012 Stanford University and the Authors.      *
Peter Eastman's avatar
Peter Eastman committed
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
 * 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 "OpenCLBondedUtilities.h"
#include "OpenCLExpressionUtilities.h"
#include "openmm/OpenMMException.h"
#include "OpenCLNonbondedUtilities.h"
#include <iostream>

using namespace OpenMM;
using namespace std;

OpenCLBondedUtilities::OpenCLBondedUtilities(OpenCLContext& context) : context(context), numForceBuffers(0), maxBonds(0), hasInitializedKernels(false) {
}

OpenCLBondedUtilities::~OpenCLBondedUtilities() {
    for (int i = 0; i < (int) atomIndices.size(); i++)
        delete atomIndices[i];
    for (int i = 0; i < (int) bufferIndices.size(); i++)
        delete bufferIndices[i];
}

46
void OpenCLBondedUtilities::addInteraction(const vector<vector<int> >& atoms, const string& source, int group) {
Peter Eastman's avatar
Peter Eastman committed
47
48
49
    if (atoms.size() > 0) {
        forceAtoms.push_back(atoms);
        forceSource.push_back(source);
50
        forceGroup.push_back(group);
Peter Eastman's avatar
Peter Eastman committed
51
        int width = 1;
52
        while (width < (int) atoms[0].size())
Peter Eastman's avatar
Peter Eastman committed
53
54
55
56
57
58
59
60
            width *= 2;
        indexWidth.push_back(width);
    }
}

std::string OpenCLBondedUtilities::addArgument(cl::Memory& data, const string& type) {
    arguments.push_back(&data);
    argTypes.push_back(type);
61
    return "customArg"+context.intToString(arguments.size());
Peter Eastman's avatar
Peter Eastman committed
62
63
}

64
void OpenCLBondedUtilities::addPrefixCode(const string& source) {
65
66
67
    for (int i = 0; i < (int) prefixCode.size(); i++)
        if (prefixCode[i] == source)
            return;
68
69
70
    prefixCode.push_back(source);
}

Peter Eastman's avatar
Peter Eastman committed
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
void OpenCLBondedUtilities::initialize(const System& system) {
    int numForces = forceAtoms.size();
    if (numForces == 0)
        return;
    
    // Build the lists of atom indicse and buffer indices.
    
    vector<vector<cl_uint> > bufferVec(numForces);
    vector<vector<int> > bufferCounter(numForces, vector<int>(system.getNumParticles(), 0));
    vector<int> numBuffers(numForces, 0);
    for (int i = 0; i < numForces; i++) {
        int numBonds = forceAtoms[i].size();
        int numAtoms = forceAtoms[i][0].size();
        int width = indexWidth[i];
        vector<cl_uint> indexVec(width*numBonds);
        for (int bond = 0; bond < numBonds; bond++) {
            for (int atom = 0; atom < numAtoms; atom++)
                indexVec[bond*width+atom] = forceAtoms[i][bond][atom];
        }
90
        OpenCLArray* indices = OpenCLArray::create<cl_uint>(context, indexVec.size(), "bondedIndices");
Peter Eastman's avatar
Peter Eastman committed
91
92
93
94
95
96
97
98
99
100
101
102
        indices->upload(indexVec);
        atomIndices.push_back(indices);
        bufferVec[i].resize(width*numBonds, 0);
        for (int bond = 0; bond < numBonds; bond++) {
            for (int atom = 0; atom < numAtoms; atom++)
                bufferVec[i][bond*width+atom] = bufferCounter[i][forceAtoms[i][bond][atom]]++;
        }
        for (int j = 0; j < (int) bufferCounter[i].size(); j++)
            numBuffers[i] = max(numBuffers[i], bufferCounter[i][j]);
    }
    
    // For efficiency, we want to merge multiple forces into a single kernel - but only if that
103
    // won't increase the number of force buffers.
Peter Eastman's avatar
Peter Eastman committed
104
    
105
106
107
108
    if (context.getSupports64BitGlobalAtomics()) {
        // Put all the forces in the same set.
        
        numForceBuffers = 1;
Peter Eastman's avatar
Peter Eastman committed
109
        forceSets.push_back(vector<int>());
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
        for (int i = 0; i < numForces; i++)
            forceSets[0].push_back(i);
    }
    else {
        // Figure out how many force buffers will be required.
    
        for (int i = 0; i < numForces; i++)
            numForceBuffers = max(numForceBuffers, numBuffers[i]);
        int bufferLimit = max(numForceBuffers, (int) context.getPlatformData().contexts.size());
        if (context.getNonbondedUtilities().getHasInteractions())
            bufferLimit = max(bufferLimit, context.getNonbondedUtilities().getNumForceBuffers());
        
        // Figure out sets of forces that can be merged.
        
        vector<int> unmerged(numForces);
        for (int i = 0; i < numForces; i++)
            unmerged[i] = i;
        for (int i = 0; i < numForces; i++)
            for (int j = i-1; j >= 0; j--) {
                if (numBuffers[unmerged[j]] <= numBuffers[unmerged[j+1]])
                    break;
                int temp = unmerged[j+1];
                unmerged[j+1] = unmerged[j];
                unmerged[j] = temp;
            }
        while (unmerged.size() > 0) {
            int sum = numBuffers[unmerged.back()];
            int i;
            for (i = 0; i < (int) unmerged.size()-1; i++) {
                if (sum+numBuffers[unmerged[i]] > bufferLimit)
                    break;
                sum += numBuffers[unmerged[i]];
            }
            forceSets.push_back(vector<int>());
            for (int j = 0; j < i; j++)
                forceSets.back().push_back(unmerged[j]);
            forceSets.back().push_back(unmerged.back());
            for (int j = 0; j < i; j++)
                unmerged.erase(unmerged.begin());
            unmerged.pop_back();
        }
Peter Eastman's avatar
Peter Eastman committed
151
152
153
154
155
156
    }

    // Update the buffer indices based on merged sets.
    
    bufferIndices.resize(numForces);
    for (int i = 0; i < (int) forceSets.size(); i++)
157
        for (int j = 0; j < (int) forceSets[i].size(); j++) {
Peter Eastman's avatar
Peter Eastman committed
158
159
160
161
162
163
164
165
            int force = forceSets[i][j];
            int numBonds = forceAtoms[force].size();
            int numAtoms = forceAtoms[force][0].size();
            int width = indexWidth[force];
            for (int k = 0; k < j; k++)
                for (int bond = 0; bond < numBonds; bond++)
                    for (int atom = 0; atom < numAtoms; atom++)
                        bufferVec[force][bond*width+atom] += bufferCounter[forceSets[i][k]][forceAtoms[force][bond][atom]];
166
            OpenCLArray* buffers = OpenCLArray::create<cl_uint>(context, bufferVec[force].size(), "bondedBufferIndices");
Peter Eastman's avatar
Peter Eastman committed
167
168
169
170
171
172
173
174
175
176
            buffers->upload(bufferVec[force]);
            bufferIndices[force] = buffers;
        }

    // Create the kernels.

    for (vector<vector<int> >::const_iterator iter = forceSets.begin(); iter != forceSets.end(); ++iter) {
        const vector<int>& set = *iter;
        int setSize = set.size();
        stringstream s;
177
178
179
        s<<"#ifdef SUPPORTS_64_BIT_ATOMICS\n";
        s<<"#pragma OPENCL EXTENSION cl_khr_int64_base_atomics : enable\n";
        s<<"#endif\n";
180
181
        for (int i = 0; i < (int) prefixCode.size(); i++)
            s<<prefixCode[i];
182
183
        string bufferType = (context.getSupports64BitGlobalAtomics() ? "long" : "real4");
        s<<"__kernel void computeBondedForces(__global "<<bufferType<<"* restrict forceBuffers, __global real* restrict energyBuffer, __global const real4* restrict posq, int groups";
Peter Eastman's avatar
Peter Eastman committed
184
185
        for (int i = 0; i < setSize; i++) {
            int force = set[i];
186
            string indexType = "uint"+(indexWidth[force] == 1 ? "" : context.intToString(indexWidth[force]));
187
188
            s<<", __global const "<<indexType<<"* restrict atomIndices"<<i;
            s<<", __global const "<<indexType<<"* restrict bufferIndices"<<i;
Peter Eastman's avatar
Peter Eastman committed
189
190
191
192
        }
        for (int i = 0; i < (int) arguments.size(); i++)
            s<<", __global "<<argTypes[i]<<"* customArg"<<(i+1);
        s<<") {\n";
193
        s<<"real energy = 0.0f;\n";
Peter Eastman's avatar
Peter Eastman committed
194
195
        for (int i = 0; i < setSize; i++) {
            int force = set[i];
196
            s<<createForceSource(i, forceAtoms[force].size(), forceAtoms[force][0].size(), forceGroup[force], forceSource[force]);
Peter Eastman's avatar
Peter Eastman committed
197
198
199
200
        }
        s<<"energyBuffer[get_global_id(0)] += energy;\n";
        s<<"}\n";
        map<string, string> defines;
201
        defines["PADDED_NUM_ATOMS"] = context.intToString(context.getPaddedNumAtoms());
Peter Eastman's avatar
Peter Eastman committed
202
203
204
205
206
207
208
        cl::Program program = context.createProgram(s.str(), defines);
        kernels.push_back(cl::Kernel(program, "computeBondedForces"));
    }
    forceAtoms.clear();
    forceSource.clear();
}

209
string OpenCLBondedUtilities::createForceSource(int forceIndex, int numBonds, int numAtoms, int group, const string& computeForce) {
Peter Eastman's avatar
Peter Eastman committed
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
    maxBonds = max(maxBonds, numBonds);
    int width = 1;
    while (width < numAtoms)
        width *= 2;
    string suffix1[] = {""};
    string suffix4[] = {".x", ".y", ".z", ".w"};
    string suffix16[] = {".s0", ".s1", ".s2", ".s3", ".s4", ".s5", ".s6", ".s7",
        ".s8", ".s9", ".s10", ".s11", ".s12", ".s13", ".s14", ".s15"};
    string* suffix;
    if (width == 1)
        suffix = suffix1;
    else if (width <= 4)
        suffix = suffix4;
    else
        suffix = suffix16;
225
    string indexType = "uint"+(width == 1 ? "" : context.intToString(width));
Peter Eastman's avatar
Peter Eastman committed
226
    stringstream s;
227
    s<<"if ((groups&"<<(1<<group)<<") != 0)\n";
Peter Eastman's avatar
Peter Eastman committed
228
229
230
231
232
    s<<"for (unsigned int index = get_global_id(0); index < "<<numBonds<<"; index += get_global_size(0)) {\n";
    s<<"    "<<indexType<<" atoms = atomIndices"<<forceIndex<<"[index];\n";
    s<<"    "<<indexType<<" buffers = bufferIndices"<<forceIndex<<"[index];\n";
    for (int i = 0; i < numAtoms; i++) {
        s<<"    unsigned int atom"<<(i+1)<<" = atoms"<<suffix[i]<<";\n";
233
        s<<"    real4 pos"<<(i+1)<<" = posq[atom"<<(i+1)<<"];\n";
Peter Eastman's avatar
Peter Eastman committed
234
235
236
237
    }
    s<<computeForce<<"\n";
    for (int i = 0; i < numAtoms; i++) {
        s<<"    {\n";
238
239
240
241
242
243
244
245
246
247
248
        if (context.getSupports64BitGlobalAtomics()) {
            s<<"    atom_add(&forceBuffers[atom"<<(i+1)<<"], (long) (force"<<(i+1)<<".x*0x100000000));\n";
            s<<"    atom_add(&forceBuffers[atom"<<(i+1)<<"+PADDED_NUM_ATOMS], (long) (force"<<(i+1)<<".y*0x100000000));\n";
            s<<"    atom_add(&forceBuffers[atom"<<(i+1)<<"+2*PADDED_NUM_ATOMS], (long) (force"<<(i+1)<<".z*0x100000000));\n";
        }
        else {
            s<<"    unsigned int offset = atom"<<(i+1)<<"+buffers"<<suffix[i]<<"*PADDED_NUM_ATOMS;\n";
            s<<"    real4 force = forceBuffers[offset];\n";
            s<<"    force.xyz += force"<<(i+1)<<".xyz;\n";
            s<<"    forceBuffers[offset] = force;\n";
        }
Peter Eastman's avatar
Peter Eastman committed
249
250
251
252
253
254
        s<<"    }\n";
    }
    s<<"}\n";
    return s.str();
}

255
void OpenCLBondedUtilities::computeInteractions(int groups) {
Peter Eastman's avatar
Peter Eastman committed
256
257
258
259
260
    if (!hasInitializedKernels) {
        hasInitializedKernels = true;
        for (int i = 0; i < (int) forceSets.size(); i++) {
            int index = 0;
            cl::Kernel& kernel = kernels[i];
261
262
263
264
            if (context.getSupports64BitGlobalAtomics())
                kernel.setArg<cl::Buffer>(index++, context.getLongForceBuffer().getDeviceBuffer());
            else
                kernel.setArg<cl::Buffer>(index++, context.getForceBuffers().getDeviceBuffer());
Peter Eastman's avatar
Peter Eastman committed
265
266
            kernel.setArg<cl::Buffer>(index++, context.getEnergyBuffer().getDeviceBuffer());
            kernel.setArg<cl::Buffer>(index++, context.getPosq().getDeviceBuffer());
267
            index++;
Peter Eastman's avatar
Peter Eastman committed
268
269
270
271
272
273
274
275
            for (int j = 0; j < (int) forceSets[i].size(); j++) {
                kernel.setArg<cl::Buffer>(index++, atomIndices[forceSets[i][j]]->getDeviceBuffer());
                kernel.setArg<cl::Buffer>(index++, bufferIndices[forceSets[i][j]]->getDeviceBuffer());
            }
            for (int j = 0; j < (int) arguments.size(); j++)
                kernel.setArg<cl::Memory>(index++, *arguments[j]);
        }
    }
276
277
    for (int i = 0; i < (int) kernels.size(); i++) {
        kernels[i].setArg<cl_int>(3, groups);
Peter Eastman's avatar
Peter Eastman committed
278
        context.executeKernel(kernels[i], maxBonds);
279
    }
Peter Eastman's avatar
Peter Eastman committed
280
}