FFT for OpenCL using clFFT library

This commit is contained in:
Uldis Locans
2016-11-16 18:12:00 +01:00
parent e8386869dc
commit 027bdc01f5
10 changed files with 400 additions and 235 deletions

View File

@@ -9,20 +9,29 @@ using namespace std;
void compareData(double* data1, double* data2, int NI, int NJ, int NK, int dim);
void initData(double *data, int dimsize[3]);
bool readParams(int argc, char *argv[], int &N1, int &N2, int &N3, int &loop);
bool readParams(int argc, char *argv[], int &N1, int &N2, int &N3, int &loop,
char *api_name, char *device_name);
void printHelp();
void printData3DN4(complex<double>* &data, int N, int dim);
void printData3DN4(double* &data, int N, int dim);
int main(int argc, char *argv[]) {
int N1 = 8;
int N2 = 8;
int N3 = 8;
int dim = 3;
int loop = 10;
int loop = 0;
char *api_name = new char[10];
char *device_name = new char[10];
if ( readParams(argc, argv, N1, N2, N3, loop) )
if ( readParams(argc, argv, N1, N2, N3, loop, api_name, device_name) )
return 0;
cout << "Use api: " << api_name << ", " << device_name << endl;
int dimsize[3] = {N3, N2, N1};
int sizereal = dimsize[0] * dimsize[1] * dimsize[2];
int sizecomp = (dimsize[0]/2+1) * dimsize[1] *dimsize[2];
@@ -30,32 +39,19 @@ int main(int argc, char *argv[]) {
double *rdata = new double[sizereal];
double *outdata = new double[sizereal];
complex<double> *cfft = new complex<double>[sizecomp];
for (int i=0; i<sizecomp; ++i) {
cfft[i].real() = 7.;
cfft[i].imag() = 3.33;
}
initData(rdata, dimsize);
/* init DKSBase */
cout << "Init device and set function" << endl;
#ifdef DKS_MIC
DKSBase base;
base.setAPI("OpenMP", 6);
base.setDevice("-mic", 4);
DKSBase base;
base.setAPI(api_name, strlen(api_name));
base.setDevice(device_name, strlen(device_name));
base.initDevice();
base.setupFFT(3, dimsize);
base.setupFFTRC(dim, dimsize);
/* setup backward fft (COMPLEX->REAL) */
base.setupFFTCR(dim, dimsize,1./(N1*N2*N3));
#endif
#ifdef DKS_CUDA
DKSBase base;
base.setAPI("Cuda", 4);
base.setDevice("-gpu", 4);
base.initDevice();
base.setupFFT(dim, dimsize);
#endif
// allocate memory on device
int ierr;
@@ -68,6 +64,7 @@ int main(int argc, char *argv[]) {
base.writeData<double>(real_ptr, rdata, sizereal);
base.callR2CFFT(real_ptr, comp_ptr, dim, dimsize);
base.callC2RFFT(real_res_ptr, comp_ptr, dim, dimsize);
base.callNormalizeC2RFFT(real_res_ptr, dim, dimsize);
base.readData<double>(real_res_ptr, outdata, sizereal);
//timer for total loop time, FFT and IFFT calls
@@ -92,9 +89,7 @@ int main(int argc, char *argv[]) {
gettimeofday(&timeIFFTEnd[i], NULL);
//normalize
#ifdef DKS_CUDA
base.callNormalizeC2RFFT(real_res_ptr, dim, dimsize);
#endif
// read IFFT data from device
base.readData<double>(real_res_ptr, outdata, sizereal);
@@ -173,7 +168,9 @@ void printHelp() {
std::cout << std::endl;
}
bool readParams(int argc, char *argv[], int &N1, int &N2, int &N3, int &loop) {
bool readParams(int argc, char *argv[], int &N1, int &N2, int &N3, int &loop,
char *api_name, char *device_name)
{
for (int i = 1; i < argc; i++) {
@@ -193,7 +190,68 @@ bool readParams(int argc, char *argv[], int &N1, int &N2, int &N3, int &loop) {
printHelp();
return true;
}
if (argv[i] == string("-cuda")) {
strcpy(api_name, "Cuda");
strcpy(device_name, "-gpu");
}
if (argv[i] == string("-opencl")) {
strcpy(api_name, "OpenCL");
strcpy(device_name, "-gpu");
}
if (argv[i] == string("-mic")) {
strcpy(api_name, "OpenMP");
strcpy(device_name, "-mic");
}
if (argv[i] == string("-cpu")) {
strcpy(api_name, "OpenCL");
strcpy(device_name, "-cpu");
}
}
return false;
}
void printData3DN4(complex<double>* &data, int N, int dim) {
for (int j = 0; j < N; j++) {
for (int i = 0; i < N; i++) {
for (int k = 0; k < N/2 + 1; k++) {
double d = data[i*N*N + j*N + k].real();
double a = data[i*N*N + j*N + k].imag();
if (d < 10e-5 && d > -10e-5)
d = 0;
if (a < 10e-5 && a > -10e-5)
a = 0;
cout << "(" << d << "," << a << ") ";
}
}
cout << endl;
}
cout << endl;
}
void printData3DN4(double* &data, int N, int dim) {
for (int j = 0; j < N; j++) {
for (int i = 0; i < N; i++) {
for (int k = 0; k < N; k++) {
double d = data[i*N*N + j*N + k];
if (d < 10e-5 && d > -10e-5)
d = 0;
cout << d << " ";
}
}
cout << endl;
}
cout << endl;
}