int main()
{
// create directory to save weights in
const int dir_err = mkdir("saved_matrix_weights", S_IRWXU | S_IRWXG | S_IROTH | S_IXOTH);
cout << "\n========== WRITING MATRICES TO FILES ==========" << endl;
for(int i = 0; i < 10; ++i)
{
MatrixXf matrix = MatrixXf::Random(40,40);
ostringstream stringStream;
stringStream << "saved_matrix_weights/matrix" << i << ".txt";
string fileName = stringStream.str();
cout << "\nAttempting to write to file: " << fileName << endl;
//cout << matrix << endl;
ofstream file(fileName, ofstream::out | ofstream::trunc);
if (file.is_open())
{
file << matrix.rows() << "\n";
file << matrix.cols() << "\n";
file << matrix.format(CSV);
file.close();
}
}
cout << "\n========== READING MATRICES FROM FILES ==========" << endl;
for(int i = 0; i < 10; ++i)
{
ostringstream stringStream;
stringStream << "saved_matrix_weights/matrix" << i << ".txt";
string fileName = stringStream.str();
cout << "\nAttempting to read from file: " << fileName << endl;
ifstream file(fileName, ifstream::in);
string rowsString;
string colsString;
int rows;
int cols;
string tempString;
if (file.is_open())
{
getline(file, rowsString);
getline(file, colsString);
rows = stoi(rowsString);
cols = stoi(colsString);
MatrixXf matrix(rows, cols);
for(int j = 0; j < rows; ++j)
{
for(int k = 0; k < cols; ++k)
{
getline(file, tempString, ',');
matrix(j, k) = stof(tempString);
}
}
//cout << "Matrix " << i << ":" << endl;
//cout << "rows: " << rows << ", cols: " << cols << endl;
//cout << matrix << endl;
file.close();
}
}
return 0;
}
