OpenCLBondedUtilities.cpp 11.3 KB
Newer Older
Peter Eastman's avatar
Peter Eastman committed
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
/* -------------------------------------------------------------------------- *
 *                                   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) 2011 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 "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
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
        int width = 1;
        while (width < atoms[0].size())
            width *= 2;
        indexWidth.push_back(width);
    }
}

std::string OpenCLBondedUtilities::addArgument(cl::Memory& data, const string& type) {
    arguments.push_back(&data);
    argTypes.push_back(type);
    return "customArg"+OpenCLExpressionUtilities::intToString(arguments.size());
}

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];
        }
        OpenCLArray<cl_uint>* indices = new OpenCLArray<cl_uint>(context, indexVec.size(), "bondedIndices");
        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]);
    }
    
    // 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());
    
    // For efficiency, we want to merge multiple forces into a single kernel - but only if that
    // won't increase the number of force buffers.  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 < 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();
    }

    // Update the buffer indices based on merged sets.
    
    bufferIndices.resize(numForces);
    for (int i = 0; i < (int) forceSets.size(); i++)
        for (int j = 0; j < forceSets[i].size(); j++) {
            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]];
            OpenCLArray<cl_uint>* buffers = new OpenCLArray<cl_uint>(context, bufferVec[force].size(), "bondedBufferIndices");
            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;
158
        s<<"__kernel void computeBondedForces(__global float4* restrict forceBuffers, __global float* restrict energyBuffer, __global const float4* restrict posq, int groups";
Peter Eastman's avatar
Peter Eastman committed
159
160
161
        for (int i = 0; i < setSize; i++) {
            int force = set[i];
            string indexType = "uint"+(indexWidth[force] == 1 ? "" : OpenCLExpressionUtilities::intToString(indexWidth[force]));
162
163
            s<<", __global const "<<indexType<<"* restrict atomIndices"<<i;
            s<<", __global const "<<indexType<<"* restrict bufferIndices"<<i;
Peter Eastman's avatar
Peter Eastman committed
164
165
166
167
168
169
170
        }
        for (int i = 0; i < (int) arguments.size(); i++)
            s<<", __global "<<argTypes[i]<<"* customArg"<<(i+1);
        s<<") {\n";
        s<<"float energy = 0.0f;\n";
        for (int i = 0; i < setSize; i++) {
            int force = set[i];
171
            s<<createForceSource(i, forceAtoms[force].size(), forceAtoms[force][0].size(), forceGroup[force], forceSource[force]);
Peter Eastman's avatar
Peter Eastman committed
172
173
174
175
176
177
178
179
180
181
182
183
        }
        s<<"energyBuffer[get_global_id(0)] += energy;\n";
        s<<"}\n";
        map<string, string> defines;
        defines["PADDED_NUM_ATOMS"] = OpenCLExpressionUtilities::intToString(context.getPaddedNumAtoms());
        cl::Program program = context.createProgram(s.str(), defines);
        kernels.push_back(cl::Kernel(program, "computeBondedForces"));
    }
    forceAtoms.clear();
    forceSource.clear();
}

184
string OpenCLBondedUtilities::createForceSource(int forceIndex, int numBonds, int numAtoms, int group, const string& computeForce) {
Peter Eastman's avatar
Peter Eastman committed
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
    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;
    string indexType = "uint"+(width == 1 ? "" : OpenCLExpressionUtilities::intToString(width));
    stringstream s;
202
    s<<"if ((groups&"<<(1<<group)<<") != 0)\n";
Peter Eastman's avatar
Peter Eastman committed
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
    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";
        s<<"    float4 pos"<<(i+1)<<" = posq[atom"<<(i+1)<<"];\n";
    }
    s<<computeForce<<"\n";
    for (int i = 0; i < numAtoms; i++) {
        s<<"    {\n";
        s<<"    unsigned int offset = atom"<<(i+1)<<"+buffers"<<suffix[i]<<"*PADDED_NUM_ATOMS;\n";
        s<<"    float4 force = forceBuffers[offset];\n";
        s<<"    force.xyz += force"<<(i+1)<<".xyz;\n";
        s<<"    forceBuffers[offset] = force;\n";
        s<<"    }\n";
    }
    s<<"}\n";
    return s.str();
}

223
void OpenCLBondedUtilities::computeInteractions(int groups) {
Peter Eastman's avatar
Peter Eastman committed
224
225
226
227
228
229
230
231
    if (!hasInitializedKernels) {
        hasInitializedKernels = true;
        for (int i = 0; i < (int) forceSets.size(); i++) {
            int index = 0;
            cl::Kernel& kernel = kernels[i];
            kernel.setArg<cl::Buffer>(index++, context.getForceBuffers().getDeviceBuffer());
            kernel.setArg<cl::Buffer>(index++, context.getEnergyBuffer().getDeviceBuffer());
            kernel.setArg<cl::Buffer>(index++, context.getPosq().getDeviceBuffer());
232
            index++;
Peter Eastman's avatar
Peter Eastman committed
233
234
235
236
237
238
239
240
            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]);
        }
    }
241
242
    for (int i = 0; i < (int) kernels.size(); i++) {
        kernels[i].setArg<cl_int>(3, groups);
Peter Eastman's avatar
Peter Eastman committed
243
        context.executeKernel(kernels[i], maxBonds);
244
    }
Peter Eastman's avatar
Peter Eastman committed
245
}