PC Lab 5

Session 5

Task: run an open-source profiler (valgrind & gprof or visual studio) and improve performance of keypoint extraction in ASIFT C++ code

1. Download ASIFT project from here: http://www.ipol.im/pub/art/2011/my-asift/

2. Run demo_ASIFT with the two included Adams as input images from the Sixtine Chapel. Horizontal result should look like this:

3. Modify code to only do "compute_asift_keypoints" (matching is not interesting, since it was covered in the previous session)

4. Run the valgrind profiler

eg, for cpuload program:

g++ -std=c++11 cpuload.cpp -o cpuload (compile program cpuload)

valgrind --tool=callgrind ./cpuload (run the program with callgrind; generates a file callgrind.out.12345 that can be viewed with kcachegrind)

kcachegrind profile.callgrind // open profile.callgrind with kcachegrind

Note: Valgrind is also great for checking memory leaks:

valgrind --leak-check=full <path>

valgrind --tool=memcheck <path>

Points (out of 10) vs. expected performance ():

TBD