Program Listing for File NuMagSANSlib_MagData.h#
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// File : NuMagSANSlib_MagData.h
// Author : Michael Philipp ADAMS, M.Sc.
// Company : University of Luxembourg
// Department : Department of Physics and Materials Sciences
// Group : NanoMagnetism Group
// Group Leader : Prof. Andreas Michels
// Version : 26 November 2024
// OS : Linux Ubuntu
// Language : CUDA C++
#include <iostream>
#include <fstream>
#include <sstream>
#include <sys/stat.h>
#include <sys/types.h>
#include <math.h>
#include <string>
#include <vector>
#include <stdlib.h>
#include <time.h>
#include <cuda_runtime.h>
#include <cublas_v2.h>
#include <stdexcept>
#include <math.h>
#include <chrono>
#include <dirent.h>
#include <unistd.h>
using namespace std;
struct MagnetizationData {
float* RotMat; // rotation matrix R = [R0, R3, R6; R1, R4, R7; R2, R5, R8]
float* x; // position data x
float* y; // position data y
float* z; // position data z
float* mx; // magnetization data mx
float* my; // magnetization data my
float* mz; // magnetization data mz
unsigned long int* K; // number of objects (e.g., orientations)
unsigned long int* TotalAtomNumber; // total atom number
unsigned int* NumberOfElements;
unsigned int* NumberOfNonZeroMoments;
unsigned long int* N_act; // number of atoms in k-th object
unsigned long int* N_cum; // cummulated number of atoms from object to object
unsigned long int* N_avg; // average number of atoms per object
};
void allocate_MagnetizationDataRAM(MagnetizationData* MagData, MagDataProperties* MagDataProp, InputFileData* InputData,
int MagData_File_Index) {
bool ExcludeZeroMoments_flag = InputData->ExcludeZeroMoments_flag;
unsigned long int K = MagDataProp->Number_Of_SubFolders;
unsigned long int TotalAtomNumber = 0;
if (ExcludeZeroMoments_flag) {
TotalAtomNumber = MagDataProp->TotalNZMAtomNumber[MagData_File_Index - 1];
} else {
TotalAtomNumber = MagDataProp->TotalAtomNumber[MagData_File_Index - 1];
}
MagData->x = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->y = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->z = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->mx = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->my = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->mz = (float*)malloc(TotalAtomNumber * sizeof(float));
MagData->K = (unsigned long int*)malloc(sizeof(unsigned long int));
MagData->TotalAtomNumber = (unsigned long int*)malloc(sizeof(unsigned long int));
MagData->RotMat = (float*)malloc(9 * sizeof(float));
MagData->NumberOfElements = (unsigned int*)malloc(K * sizeof(unsigned int));
MagData->NumberOfNonZeroMoments = (unsigned int*)malloc(K * sizeof(unsigned int));
MagData->N_cum = (unsigned long int*)malloc(K * sizeof(unsigned long int));
MagData->N_act = (unsigned long int*)malloc(K * sizeof(unsigned long int));
MagData->N_avg = (unsigned long int*)malloc(sizeof(unsigned long int));
if (!MagData->x || !MagData->y || !MagData->z || !MagData->mx || !MagData->my || !MagData->mz || !MagData->N_avg ||
!MagData->K || !MagData->TotalAtomNumber || !MagData->RotMat) {
perror("Memory allocation failed");
exit(EXIT_FAILURE);
}
*MagData->N_avg = 0;
*MagData->K = K;
*MagData->TotalAtomNumber = TotalAtomNumber;
for (unsigned long int i = 0; i < TotalAtomNumber; i++) {
MagData->x[i] = 0.0;
MagData->y[i] = 0.0;
MagData->z[i] = 0.0;
MagData->mx[i] = 0.0;
MagData->my[i] = 0.0;
MagData->mz[i] = 0.0;
}
for (unsigned int i = 0; i < K; i++) {
MagData->NumberOfElements[i] = MagDataProp->NumberOfElements[i][MagData_File_Index - 1];
MagData->NumberOfNonZeroMoments[i] = MagDataProp->NumberOfNonZeroMoments[i][MagData_File_Index - 1];
MagData->N_cum[i] = 0;
MagData->N_act[i] = 0;
}
}
void allocate_MagnetizationDataGPU(MagnetizationData* MagData, MagnetizationData* MagData_gpu, int MagData_File_Index) {
unsigned long int TotalAtomNumber = *MagData->TotalAtomNumber;
cudaMalloc(&MagData_gpu->x, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->y, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->z, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->mx, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->my, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->mz, TotalAtomNumber * sizeof(float));
cudaMalloc(&MagData_gpu->K, sizeof(unsigned long int));
cudaMalloc(&MagData_gpu->TotalAtomNumber, sizeof(unsigned long int));
cudaMalloc(&MagData_gpu->RotMat, 9 * sizeof(float));
cudaMalloc(&MagData_gpu->NumberOfElements, *MagData->K * sizeof(unsigned int));
cudaMalloc(&MagData_gpu->NumberOfNonZeroMoments, *MagData->K * sizeof(unsigned int));
cudaMalloc(&MagData_gpu->N_cum, *MagData->K * sizeof(unsigned long int));
cudaMalloc(&MagData_gpu->N_act, *MagData->K * sizeof(unsigned long int));
cudaMalloc(&MagData_gpu->N_avg, sizeof(unsigned long int));
cudaMemcpy(MagData_gpu->N_avg, MagData->N_avg, sizeof(unsigned long int), cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->K, MagData->K, sizeof(unsigned long int), cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->TotalAtomNumber, MagData->TotalAtomNumber, sizeof(unsigned long int),
cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->RotMat, MagData->RotMat, 9 * sizeof(float), cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->NumberOfElements, MagData->NumberOfElements, *MagData->K * sizeof(unsigned int),
cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->NumberOfElements, MagData->NumberOfElements, *MagData->K * sizeof(unsigned int),
cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->N_cum, MagData->N_cum, *MagData->K * sizeof(unsigned long int), cudaMemcpyHostToDevice);
cudaMemcpy(MagData_gpu->N_act, MagData->N_act, *MagData->K * sizeof(unsigned long int), cudaMemcpyHostToDevice);
LogSystem::write("");
// copy data from Host to Device
LogSystem::write("copy data from RAM to GPU...");
cudaMemcpy(MagData_gpu->x, MagData->x, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" x done...");
cudaMemcpy(MagData_gpu->y, MagData->y, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" y done...");
cudaMemcpy(MagData_gpu->z, MagData->z, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" z done...");
cudaMemcpy(MagData_gpu->mx, MagData->mx, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" mx done...");
cudaMemcpy(MagData_gpu->my, MagData->my, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" my done...");
cudaMemcpy(MagData_gpu->mz, MagData->mz, TotalAtomNumber * sizeof(float), cudaMemcpyHostToDevice);
LogSystem::write(" mz done...");
LogSystem::write("");
LogSystem::write("data transfer finished...");
LogSystem::write("");
cudaMalloc(&MagData_gpu, sizeof(MagnetizationData));
cudaMemcpy(MagData_gpu, MagData, sizeof(MagnetizationData), cudaMemcpyHostToDevice);
}
void read_MagnetizationData(MagnetizationData* MagData, MagDataProperties* MagDataProp, InputFileData* InputData,
int MagData_File_Index) {
LogSystem::write("");
LogSystem::write("read magnetization data to RAM...");
unsigned long int K = *MagData->K;
bool ExcludeZeroMoments_flag = InputData->ExcludeZeroMoments_flag;
for (int i = 0; i < 9; i++) {
MagData->RotMat[i] = InputData->RotMat[i];
}
string filename;
unsigned long int n = 0;
float x_buf, y_buf, z_buf, mx_buf, my_buf, mz_buf;
ifstream fin;
float x_mean = 0.0;
float y_mean = 0.0;
float z_mean = 0.0;
unsigned long int N_cum = 0; // cummulative counter
unsigned long int N_act = 0; // actual number of atoms per file
for (unsigned long int k = 1; k <= K; k++) {
if (ExcludeZeroMoments_flag) {
N_act = MagData->NumberOfNonZeroMoments[k - 1];
} else {
N_act = MagData->NumberOfElements[k - 1];
}
MagData->N_act[k - 1] = N_act;
filename = MagDataProp->GlobalFolderPath + "/" + MagDataProp->SubFolderNames_Nom + "_" + to_string(k) + "/" +
MagDataProp->SubFolder_FileNames_Nom + "_" + to_string(MagData_File_Index) + "." +
MagDataProp->SubFolder_FileNames_Type;
LogSystem::write(filename);
fin.open(filename);
n = 0;
x_mean = 0.0;
y_mean = 0.0;
z_mean = 0.0;
// read in the data and calculate the spatial average position
if (ExcludeZeroMoments_flag) {
while (fin >> x_buf >> y_buf >> z_buf >> mx_buf >> my_buf >> mz_buf) {
if (mx_buf != 0.0 || my_buf != 0.0 || mz_buf != 0.0) {
MagData->x[n + N_cum] = x_buf * InputData->XYZ_Unit_Factor;
MagData->y[n + N_cum] = y_buf * InputData->XYZ_Unit_Factor;
MagData->z[n + N_cum] = z_buf * InputData->XYZ_Unit_Factor;
MagData->mx[n + N_cum] = mx_buf;
MagData->my[n + N_cum] = my_buf;
MagData->mz[n + N_cum] = mz_buf;
x_mean += MagData->x[n + N_cum] / N_act;
y_mean += MagData->y[n + N_cum] / N_act;
z_mean += MagData->z[n + N_cum] / N_act;
n += 1;
}
}
} else {
while (fin >> x_buf >> y_buf >> z_buf >> mx_buf >> my_buf >> mz_buf) {
MagData->x[n + N_cum] = x_buf * InputData->XYZ_Unit_Factor;
MagData->y[n + N_cum] = y_buf * InputData->XYZ_Unit_Factor;
MagData->z[n + N_cum] = z_buf * InputData->XYZ_Unit_Factor;
MagData->mx[n + N_cum] = mx_buf;
MagData->my[n + N_cum] = my_buf;
MagData->mz[n + N_cum] = mz_buf;
x_mean += MagData->x[n + N_cum] / N_act;
y_mean += MagData->y[n + N_cum] / N_act;
z_mean += MagData->z[n + N_cum] / N_act;
n += 1;
}
}
fin.close();
// centering of the xyz-data set
for (int l = 0; l < N_act; l++) {
MagData->x[l + N_cum] = MagData->x[l + N_cum] - x_mean;
MagData->y[l + N_cum] = MagData->y[l + N_cum] - y_mean;
MagData->z[l + N_cum] = MagData->z[l + N_cum] - z_mean;
}
// update of the cummulative counter
N_cum += N_act;
if (k < K) {
MagData->N_cum[k] = N_cum;
}
LogSystem::write("N_act: " + std::to_string(N_act) + ", " + "N_cum: " + std::to_string(N_cum));
}
*MagData->N_avg = (unsigned long int)(((float)N_cum) / ((float)K));
LogSystem::write("N_avg: " + to_string(*MagData->N_avg));
LogSystem::write("read (x, y, z, mx, my, mz) data to RAM finished...");
}
void replication_read_MagnetizationData(MagnetizationData* MagData, MagDataProperties* MagDataProp,
InputFileData* InputData, int MagData_File_Index) {
LogSystem::write("");
LogSystem::write("read replicated magnetization data to RAM...");
unsigned long int K = *MagData->K;
bool ExcludeZeroMoments_flag = InputData->ExcludeZeroMoments_flag;
for (int i = 0; i < 9; i++) {
MagData->RotMat[i] = InputData->RotMat[i];
}
string filename;
unsigned long int n = 0;
float x_buf, y_buf, z_buf, mx_buf, my_buf, mz_buf;
ifstream fin;
float x_mean = 0.0;
float y_mean = 0.0;
float z_mean = 0.0;
unsigned long int N_cum = 0; // cummulative counter
unsigned long int N_act = 0; // actual number of atoms per replicated object
if (ExcludeZeroMoments_flag) {
N_act = MagData->NumberOfNonZeroMoments[0];
} else {
N_act = MagData->NumberOfElements[0];
}
filename = MagDataProp->GlobalFolderPath + "/" + MagDataProp->SubFolderNames_Nom + "_1" + "/" +
MagDataProp->SubFolder_FileNames_Nom + "_" + to_string(MagData_File_Index) + "." +
MagDataProp->SubFolder_FileNames_Type;
LogSystem::write(filename);
std::vector<float> x_template(N_act);
std::vector<float> y_template(N_act);
std::vector<float> z_template(N_act);
std::vector<float> mx_template(N_act);
std::vector<float> my_template(N_act);
std::vector<float> mz_template(N_act);
fin.open(filename);
n = 0;
x_mean = 0.0;
y_mean = 0.0;
z_mean = 0.0;
if (ExcludeZeroMoments_flag) {
while (fin >> x_buf >> y_buf >> z_buf >> mx_buf >> my_buf >> mz_buf) {
if (mx_buf != 0.0 || my_buf != 0.0 || mz_buf != 0.0) {
x_template[n] = x_buf * InputData->XYZ_Unit_Factor;
y_template[n] = y_buf * InputData->XYZ_Unit_Factor;
z_template[n] = z_buf * InputData->XYZ_Unit_Factor;
mx_template[n] = mx_buf;
my_template[n] = my_buf;
mz_template[n] = mz_buf;
x_mean += x_template[n] / N_act;
y_mean += y_template[n] / N_act;
z_mean += z_template[n] / N_act;
n += 1;
}
}
} else {
while (fin >> x_buf >> y_buf >> z_buf >> mx_buf >> my_buf >> mz_buf) {
x_template[n] = x_buf * InputData->XYZ_Unit_Factor;
y_template[n] = y_buf * InputData->XYZ_Unit_Factor;
z_template[n] = z_buf * InputData->XYZ_Unit_Factor;
mx_template[n] = mx_buf;
my_template[n] = my_buf;
mz_template[n] = mz_buf;
x_mean += x_template[n] / N_act;
y_mean += y_template[n] / N_act;
z_mean += z_template[n] / N_act;
n += 1;
}
}
fin.close();
for (unsigned long int l = 0; l < N_act; l++) {
x_template[l] = x_template[l] - x_mean;
y_template[l] = y_template[l] - y_mean;
z_template[l] = z_template[l] - z_mean;
}
for (unsigned long int k = 1; k <= K; k++) {
MagData->N_act[k - 1] = N_act;
for (unsigned long int l = 0; l < N_act; l++) {
MagData->x[l + N_cum] = x_template[l];
MagData->y[l + N_cum] = y_template[l];
MagData->z[l + N_cum] = z_template[l];
MagData->mx[l + N_cum] = mx_template[l];
MagData->my[l + N_cum] = my_template[l];
MagData->mz[l + N_cum] = mz_template[l];
}
// update of the cummulative counter
N_cum += N_act;
if (k < K) {
MagData->N_cum[k] = N_cum;
}
LogSystem::write("replicated object " + std::to_string(k) + ": N_act: " + std::to_string(N_act) + ", " +
"N_cum: " + std::to_string(N_cum));
}
*MagData->N_avg = (unsigned long int)(((float)N_cum) / ((float)K));
LogSystem::write("N_avg: " + to_string(*MagData->N_avg));
LogSystem::write("read replicated (x, y, z, mx, my, mz) data to RAM finished...");
}
void init_MagnetizationData(MagnetizationData* MagData, MagnetizationData* MagData_gpu, MagDataProperties* MagDataProp,
InputFileData* InputData, int MagData_File_Index) {
allocate_MagnetizationDataRAM(MagData, MagDataProp, InputData, MagData_File_Index);
if (InputData->MagData_ReplicationImport_flag) {
replication_read_MagnetizationData(MagData, MagDataProp, InputData, MagData_File_Index);
} else {
read_MagnetizationData(MagData, MagDataProp, InputData, MagData_File_Index);
}
allocate_MagnetizationDataGPU(MagData, MagData_gpu, MagData_File_Index);
}
void free_MagnetizationData(MagnetizationData* MagData, MagnetizationData* MagData_gpu) {
LogSystem::write("free MagData...");
// cudaError_t err;
free(MagData->x);
free(MagData->y);
free(MagData->z);
free(MagData->mx);
free(MagData->my);
free(MagData->mz);
free(MagData->K);
free(MagData->TotalAtomNumber);
free(MagData->RotMat);
free(MagData->NumberOfElements);
free(MagData->NumberOfNonZeroMoments);
free(MagData->N_cum);
free(MagData->N_act);
free(MagData->N_avg);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->x);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->y);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->z);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->mx);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->my);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->mz);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->K);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->TotalAtomNumber);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->RotMat);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->NumberOfElements);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->NumberOfNonZeroMoments);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->N_cum);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->N_act);
cudaDeviceSynchronize();
cudaFree(MagData_gpu->N_avg);
cudaDeviceSynchronize();
LogSystem::write("free MagData finished...");
}
void disp_MagnetizationData(MagnetizationData* MagData) {
for (int k = 0; k < *MagData->TotalAtomNumber; k++) {
cout << MagData->x[k] << " " << MagData->y[k] << " " << MagData->z[k] << " " << MagData->mx[k] << " "
<< MagData->my[k] << " " << MagData->mz[k] << "\n";
}
}