Tutorial slides (PDF) - Clemson University
Tutorial slides (PDF) - Clemson University
Tutorial slides (PDF) - Clemson University
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Profiling Mixed Python-C code<br />
Number of profiling tools available:<br />
gprof, CrayPAT, import profile<br />
gprof, CrayPAT - C, Fortran<br />
import profile - Python<br />
TAU, http://www.cs.uoregon.edu/research/tau/home.php<br />
Exclusive time for C, Python, MPI are reported<br />
Communication matrix available<br />
Interfaces with PAPI for performance counters<br />
Manual and automatic instrumentation available<br />
Installation is doable, but can be challenging<br />
Finding performance bottlenecks is critical to scalability on<br />
HPC platforms