问题
I'm a student in Electrical Engineering.
As an assigment I need to implement the back projection algorithm used in medical imaging to form in image. To calculate the final image a lot information is calculated and kept in a vector. At a certain desired resolution (256*256 pixels) of the final image, the program crashes as I run out of RAM, so I decided to write this information to 90 text files.
I use ofstream to write these file.
The time needed to calculate this information and then storing it in the vector is:
- output resolution 64x64 : 13,4s
- output resolution 128x128 : 140s
Writing this information in .txt files:
- 64x64 156s (1,25 MB/file)
- 128x128 1400s (5MB/file)
Code writing to files:
ofstream file;
for(k = 0; k < 90; k++)
{
oss.str(""); //string stream
oss << "rec\\reconstruction_matrix_step"<< k << ".txt" ; // per step other file
filename = path;
filename.append(oss.str());
file.open(filename.c_str());
double weight;
for( l = 0; l < resolution; l ++)
{
bestand << "Begin " << l << endl;
l_border = - WIDTH*(resolution*1.0/2.0 - l);
r_border = - WIDTH*(resolution*1.0/2.0 - l) + WIDTH;
for(i = 0; i < resolution; i++)
{
for(j = 0; j < resolution; j++)
{
file << getSurface(pixels[i][j], l_border, r_border) << "\t";
}
file << "\n";
}
file << "End" << l << "\n\n\n";
}
file.close();
}
When I use a vector, getSurface(pixels[i][j], l_border, r_border) is put in a vector instead of being written to a file.
Is there any way I can speed up this proces?
回答1:
Try changing the format from text to binary; this might reduce file size (and file writing time) greatly.
file.open(filename.c_str(), ios_base::binary);
...
// The following writes a vector into a file in binary format
vector<double> v;
const char* pointer = reinterpret_cast<const char*>(&v[0]);
size_t bytes = v.size() * sizeof(v[0]);
file.write(pointer, bytes);
回答2:
If bestand
is a copy leftover and the same as file
, I would replace endl
with '\n'
.
std::endl
flushes your output stream and ruins any throughput gained by iostream buffering.
If this is not your problem, I recommend profiling your program. With profiling, you replace guessing with numbers, on which you can base further action.
来源:https://stackoverflow.com/questions/13335749/writing-a-lot-of-txt-files-90-5mb-per-file-takes-up-to-1400s