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Convolution.cpp
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161 lines (142 loc) · 4.67 KB
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#include "OpenCL-platform-Initializer/jjOpenCLPlatformInitialize.hpp"
#define DIMENSION 1
const unsigned int inputSignalWidth = 8;
const unsigned int inputSignalHeight = 8;
using namespace std;
cl_uint inputSignal [inputSignalWidth][inputSignalHeight] =
{
{3,1,1,4,8,2,1,3},
{4,2,1,1,2,1,2,3},
{4,4,4,4,3,2,2,2},
{9,8,3,8,9,0,0,0},
{9,3,3,9,0,0,0,0},
{0,9,0,8,0,0,0,0},
{3,0,8,8,9,4,4,4},
{5,9,8,1,8,1,1,1}
};
const unsigned int outputSignalWidth = 6;
const unsigned int outputSignalHeight = 6;
cl_uint outputSignal[outputSignalWidth][outputSignalHeight];
const unsigned int maskWidth = 3;
const unsigned int maskHeight = 3;
cl_uint mask [maskWidth][maskHeight] =
{
{1,1,1},
{1,0,1},
{1,1,1}
};
inline void checkErr(
cl_int err,
const char* name)
{
if(err != CL_SUCCESS)
{
cerr << "ERROR: " << name
<< " (" << err << ")" << endl;
exit(EXIT_FAILURE);
}
}
void CL_CALLBACK contextCallback(
const char* errInfo,
const void* private_info,
size_t cb,
void* user_data)
{
cerr << "Error occurred during context use: "
<< errInfo << endl;
exit(EXIT_FAILURE);
}
int main(int argc, char** argv)
{
cl_int errNum;
JJ_CL_PLATFORMS platformStr;
cl_uint numDevices = NULL;
cl_device_id* deviceIDs = NULL;
cl_context context = NULL;
cl_command_queue queue;
cl_program program;
cl_kernel kernel;
cl_mem inputSignalBuffer;
cl_mem outputSignalBuffer;
cl_mem maskBuffer;
errNum = jjOpenCLPlatformInitialize(&platformStr, true);
cl_uint i;
for(i = 0; i < platformStr.platformsNum; ++i)
{
errNum = clGetDeviceIDs(
platformStr.platforms[i].platformID,
CL_DEVICE_TYPE_CPU,
0, NULL,
&numDevices);
if(errNum != CL_SUCCESS && errNum != CL_DEVICE_NOT_FOUND)
{
checkErr(errNum, "clGetDeviceIDs");
}
else if(numDevices > 0)
{
deviceIDs = (cl_device_id*)malloc(sizeof(cl_device_id) * numDevices);
errNum = clGetDeviceIDs(
platformStr.platforms[i].platformID,
CL_DEVICE_TYPE_CPU,
numDevices, deviceIDs,
NULL);
checkErr(errNum, "clGetDeviceIDs");
break;
}
}
if(deviceIDs == NULL)
{
cout << "No CPU device found" <<endl;
exit(-1);
}
cl_context_properties contextProperties[] =
{
CL_CONTEXT_PLATFORM, (cl_context_properties)platformStr.platforms[0].platformID, 0
};
context = clCreateContext(
contextProperties, numDevices, deviceIDs,
contextCallback, NULL, &errNum);
checkErr(errNum, "clCreateContext");
ifstream srcFile("Convolution.cl");
checkErr(srcFile.is_open() ? CL_SUCCESS : -1, "reading Convolution.cl");
string srcProg(istreambuf_iterator<char>(srcFile), (istreambuf_iterator<char>()));
const char* src = srcProg.c_str();
size_t length = srcProg.length();
program = clCreateProgramWithSource(context, 1, &src, &length, &errNum);
checkErr(errNum, "clCreateProgramWithSource");
errNum = clBuildProgram(program, numDevices, deviceIDs, NULL, NULL, NULL);
checkErr(errNum, "clBuildProgram");
kernel = clCreateKernel(program, "convolve", &errNum);
checkErr(errNum, "clCreateKernel");
inputSignalBuffer = clCreateBuffer(context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR,
sizeof(cl_uint) * inputSignalHeight * inputSignalWidth, static_cast<void*>(inputSignal), &errNum);
checkErr(errNum, "clCreateBuffer(inputSignal)");
maskBuffer = clCreateBuffer(context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR,
sizeof(cl_uint) * maskWidth * maskHeight, static_cast<void*>(mask), &errNum);
checkErr(errNum, "clCreateBuffer(mask)");
outputSignalBuffer = clCreateBuffer(context, CL_MEM_WRITE_ONLY,
sizeof(cl_uint) * outputSignalHeight * outputSignalWidth, 0, &errNum);
checkErr(errNum, "clCreateBuffer(outputSignal)");
queue = clCreateCommandQueue(context, deviceIDs[0], NULL, &errNum);
checkErr(errNum, "clCreateCommandQueue");
errNum = clSetKernelArg(kernel, 0, sizeof(cl_mem), &inputSignalBuffer);
errNum |= clSetKernelArg(kernel, 1, sizeof(cl_mem), &maskBuffer);
errNum |= clSetKernelArg(kernel, 2, sizeof(cl_mem), &outputSignalBuffer);
errNum |= clSetKernelArg(kernel, 3, sizeof(cl_mem), &inputSignalWidth);
errNum |= clSetKernelArg(kernel, 4, sizeof(cl_mem), &maskWidth);
checkErr(errNum, "clSetKernelArg");
const size_t globalWorkSize[DIMENSION] = {outputSignalWidth * outputSignalHeight};
const size_t localWorkSize[DIMENSION] = {1};
errNum = clEnqueueNDRangeKernel(queue, kernel, 1, 0, globalWorkSize, localWorkSize, 0, NULL, NULL);
checkErr(errNum, "clEnqueueNDRangeKernrl");
errNum = clEnqueueReadBuffer(queue, outputSignalBuffer, CL_TRUE, 0, sizeof(cl_uint) * outputSignalHeight * outputSignalWidth, outputSignal, 0, NULL, NULL);
checkErr(errNum, "clEnqueueReadBuffer");
for(int y = 0; y < outputSignalHeight; ++y){
for(int x = 0; x < outputSignalWidth; ++x)
{
cout << outputSignal[x][y] << " ";
}
cout << endl;
}
return 0;
}