Gprof
GNU Profiler (gprof)
What is gprof?
gprof is a profiling software which collects information and compiles statistics on your code. Generally, it searches for functions and subroutines in your program and inserts timing instructions for each one. Executing such a modified program creates a raw data file which can be interpreted by gprof and turned into profiling statistics.
gprof comes with the GNU compiler suite and is available with the gcc module on our clusters.
Preparing your application
Loading the GNU compiler
Load the appropriate GNU compiler. For example, for GCC:
[name@server ~]$ module load gcc/7.3.0
Compiling your code
To get useful information from gprof, you first need to compile your code with debugging information enabled. With the GNU compilers, you do so by adding the -pg option to the compilation command. This option tells the compiler to generate extra code to write profile information suitable for the analysis. Without this option, no call-graph data will be gathered and you may get the following error:
gprof: gmon.out file is missing call-graph data
Executing your code
Once your code has been compiled with the proper options, you then execute it:
[name@server ~]$ /path/to/your/executable arg1 arg2
You should run your code the same way as you would without gprof profiling; the execution line does not change. Once the binary has been executed and finished without any errors, a new file gmon.out is created in the current working directory. Note that if your code changes the current directory, gmon.out will be created in the new working directory, insofar as your program has sufficient permissions to do so.
Getting the profiling data
In this step the gprof tool is executed again with the binary name and the above mentioned gmon.out as argument. This should create an analysis file with all the desired profiling information.
[name@server ~]$ gprof /path/to/your/executable gmon.out > analysis.txt
We can see that the new file analysis.txt has been created in the current working directory.