994 lines
42 KiB
Plaintext
994 lines
42 KiB
Plaintext
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This is Info file gprof.info, produced by Makeinfo-1.64 from the input
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file ./gprof.texi.
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START-INFO-DIR-ENTRY
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* gprof: (gprof). Profiling your program's execution
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END-INFO-DIR-ENTRY
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This file documents the gprof profiler of the GNU system.
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Copyright (C) 1988, 1992 Free Software Foundation, Inc.
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Permission is granted to make and distribute verbatim copies of this
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manual provided the copyright notice and this permission notice are
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preserved on all copies.
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Permission is granted to copy and distribute modified versions of
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this manual under the conditions for verbatim copying, provided that
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the entire resulting derived work is distributed under the terms of a
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permission notice identical to this one.
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Permission is granted to copy and distribute translations of this
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manual into another language, under the above conditions for modified
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versions.
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File: gprof.info, Node: Top, Next: Why, Up: (dir)
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Profiling a Program: Where Does It Spend Its Time?
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**************************************************
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This manual describes the GNU profiler, `gprof', and how you can use
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it to determine which parts of a program are taking most of the
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execution time. We assume that you know how to write, compile, and
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execute programs. GNU `gprof' was written by Jay Fenlason.
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This manual was updated January 1993.
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* Menu:
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* Why:: What profiling means, and why it is useful.
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* Compiling:: How to compile your program for profiling.
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* Executing:: How to execute your program to generate the
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profile data file `gmon.out'.
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* Invoking:: How to run `gprof', and how to specify
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options for it.
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* Flat Profile:: The flat profile shows how much time was spent
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executing directly in each function.
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* Call Graph:: The call graph shows which functions called which
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others, and how much time each function used
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when its subroutine calls are included.
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* Implementation:: How the profile data is recorded and written.
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* Sampling Error:: Statistical margins of error.
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How to accumulate data from several runs
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to make it more accurate.
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* Assumptions:: Some of `gprof''s measurements are based
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on assumptions about your program
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that could be very wrong.
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* Incompatibilities:: (between GNU `gprof' and Unix `gprof'.)
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File: gprof.info, Node: Why, Next: Compiling, Prev: Top, Up: Top
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Why Profile
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***********
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Profiling allows you to learn where your program spent its time and
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which functions called which other functions while it was executing.
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This information can show you which pieces of your program are slower
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than you expected, and might be candidates for rewriting to make your
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program execute faster. It can also tell you which functions are being
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called more or less often than you expected. This may help you spot
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bugs that had otherwise been unnoticed.
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Since the profiler uses information collected during the actual
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execution of your program, it can be used on programs that are too
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large or too complex to analyze by reading the source. However, how
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your program is run will affect the information that shows up in the
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profile data. If you don't use some feature of your program while it
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is being profiled, no profile information will be generated for that
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feature.
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Profiling has several steps:
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* You must compile and link your program with profiling enabled.
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*Note Compiling::.
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* You must execute your program to generate a profile data file.
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*Note Executing::.
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* You must run `gprof' to analyze the profile data. *Note
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Invoking::.
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The next three chapters explain these steps in greater detail.
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The result of the analysis is a file containing two tables, the
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"flat profile" and the "call graph" (plus blurbs which briefly explain
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the contents of these tables).
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The flat profile shows how much time your program spent in each
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function, and how many times that function was called. If you simply
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want to know which functions burn most of the cycles, it is stated
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concisely here. *Note Flat Profile::.
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The call graph shows, for each function, which functions called it,
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which other functions it called, and how many times. There is also an
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estimate of how much time was spent in the subroutines of each
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function. This can suggest places where you might try to eliminate
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function calls that use a lot of time. *Note Call Graph::.
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File: gprof.info, Node: Compiling, Next: Executing, Prev: Why, Up: Top
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Compiling a Program for Profiling
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*********************************
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The first step in generating profile information for your program is
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to compile and link it with profiling enabled.
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To compile a source file for profiling, specify the `-pg' option when
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you run the compiler. (This is in addition to the options you normally
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use.)
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To link the program for profiling, if you use a compiler such as `cc'
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to do the linking, simply specify `-pg' in addition to your usual
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options. The same option, `-pg', alters either compilation or linking
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to do what is necessary for profiling. Here are examples:
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cc -g -c myprog.c utils.c -pg
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cc -o myprog myprog.o utils.o -pg
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The `-pg' option also works with a command that both compiles and
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links:
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cc -o myprog myprog.c utils.c -g -pg
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If you run the linker `ld' directly instead of through a compiler
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such as `cc', you must specify the profiling startup file
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`/lib/gcrt0.o' as the first input file instead of the usual startup
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file `/lib/crt0.o'. In addition, you would probably want to specify
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the profiling C library, `/usr/lib/libc_p.a', by writing `-lc_p'
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instead of the usual `-lc'. This is not absolutely necessary, but
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doing this gives you number-of-calls information for standard library
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functions such as `read' and `open'. For example:
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ld -o myprog /lib/gcrt0.o myprog.o utils.o -lc_p
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If you compile only some of the modules of the program with `-pg',
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you can still profile the program, but you won't get complete
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information about the modules that were compiled without `-pg'. The
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only information you get for the functions in those modules is the
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total time spent in them; there is no record of how many times they
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were called, or from where. This will not affect the flat profile
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(except that the `calls' field for the functions will be blank), but
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will greatly reduce the usefulness of the call graph.
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File: gprof.info, Node: Executing, Next: Invoking, Prev: Compiling, Up: Top
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Executing the Program to Generate Profile Data
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**********************************************
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Once the program is compiled for profiling, you must run it in order
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to generate the information that `gprof' needs. Simply run the program
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as usual, using the normal arguments, file names, etc. The program
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should run normally, producing the same output as usual. It will,
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however, run somewhat slower than normal because of the time spent
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collecting and the writing the profile data.
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The way you run the program--the arguments and input that you give
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it--may have a dramatic effect on what the profile information shows.
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The profile data will describe the parts of the program that were
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activated for the particular input you use. For example, if the first
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command you give to your program is to quit, the profile data will show
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the time used in initialization and in cleanup, but not much else.
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You program will write the profile data into a file called `gmon.out'
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just before exiting. If there is already a file called `gmon.out', its
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contents are overwritten. There is currently no way to tell the
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program to write the profile data under a different name, but you can
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rename the file afterward if you are concerned that it may be
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overwritten.
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In order to write the `gmon.out' file properly, your program must
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exit normally: by returning from `main' or by calling `exit'. Calling
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the low-level function `_exit' does not write the profile data, and
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neither does abnormal termination due to an unhandled signal.
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The `gmon.out' file is written in the program's *current working
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directory* at the time it exits. This means that if your program calls
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`chdir', the `gmon.out' file will be left in the last directory your
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program `chdir''d to. If you don't have permission to write in this
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directory, the file is not written. You may get a confusing error
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message if this happens. (We have not yet replaced the part of Unix
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responsible for this; when we do, we will make the error message
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comprehensible.)
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File: gprof.info, Node: Invoking, Next: Flat Profile, Prev: Executing, Up: Top
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`gprof' Command Summary
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***********************
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After you have a profile data file `gmon.out', you can run `gprof'
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to interpret the information in it. The `gprof' program prints a flat
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profile and a call graph on standard output. Typically you would
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redirect the output of `gprof' into a file with `>'.
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You run `gprof' like this:
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gprof OPTIONS [EXECUTABLE-FILE [PROFILE-DATA-FILES...]] [> OUTFILE]
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Here square-brackets indicate optional arguments.
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If you omit the executable file name, the file `a.out' is used. If
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you give no profile data file name, the file `gmon.out' is used. If
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any file is not in the proper format, or if the profile data file does
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not appear to belong to the executable file, an error message is
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printed.
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You can give more than one profile data file by entering all their
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names after the executable file name; then the statistics in all the
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data files are summed together.
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The following options may be used to selectively include or exclude
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functions in the output:
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`-a'
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The `-a' option causes `gprof' to suppress the printing of
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statically declared (private) functions. (These are functions
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whose names are not listed as global, and which are not visible
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outside the file/function/block where they were defined.) Time
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spent in these functions, calls to/from them, etc, will all be
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attributed to the function that was loaded directly before it in
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the executable file. This option affects both the flat profile
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and the call graph.
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`-D'
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The `-D' option causes `gprof' to ignore symbols which are not
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known to be functions. This option will give more accurate
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profile data on systems where it is supported (Solaris and HPUX for
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example).
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`-e FUNCTION_NAME'
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The `-e FUNCTION' option tells `gprof' to not print information
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about the function FUNCTION_NAME (and its children...) in the call
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graph. The function will still be listed as a child of any
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functions that call it, but its index number will be shown as
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`[not printed]'. More than one `-e' option may be given; only one
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FUNCTION_NAME may be indicated with each `-e' option.
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`-E FUNCTION_NAME'
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The `-E FUNCTION' option works like the `-e' option, but time
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spent in the function (and children who were not called from
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anywhere else), will not be used to compute the
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percentages-of-time for the call graph. More than one `-E' option
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may be given; only one FUNCTION_NAME may be indicated with each
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`-E' option.
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`-f FUNCTION_NAME'
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The `-f FUNCTION' option causes `gprof' to limit the call graph to
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the function FUNCTION_NAME and its children (and their
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children...). More than one `-f' option may be given; only one
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FUNCTION_NAME may be indicated with each `-f' option.
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`-F FUNCTION_NAME'
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The `-F FUNCTION' option works like the `-f' option, but only time
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spent in the function and its children (and their children...)
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will be used to determine total-time and percentages-of-time for
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the call graph. More than one `-F' option may be given; only one
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FUNCTION_NAME may be indicated with each `-F' option. The `-F'
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option overrides the `-E' option.
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`-k FROM... TO...'
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The `-k' option allows you to delete from the profile any arcs from
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routine FROM to routine TO.
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`-v'
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The `-v' flag causes `gprof' to print the current version number,
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and then exit.
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`-z'
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If you give the `-z' option, `gprof' will mention all functions in
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the flat profile, even those that were never called, and that had
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no time spent in them. This is useful in conjunction with the
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`-c' option for discovering which routines were never called.
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The order of these options does not matter.
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Note that only one function can be specified with each `-e', `-E',
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`-f' or `-F' option. To specify more than one function, use multiple
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options. For example, this command:
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gprof -e boring -f foo -f bar myprogram > gprof.output
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lists in the call graph all functions that were reached from either
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`foo' or `bar' and were not reachable from `boring'.
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There are a few other useful `gprof' options:
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`-b'
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If the `-b' option is given, `gprof' doesn't print the verbose
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blurbs that try to explain the meaning of all of the fields in the
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tables. This is useful if you intend to print out the output, or
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are tired of seeing the blurbs.
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`-c'
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The `-c' option causes the static call-graph of the program to be
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discovered by a heuristic which examines the text space of the
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object file. Static-only parents or children are indicated with
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call counts of `0'.
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`-d NUM'
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The `-d NUM' option specifies debugging options.
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`-s'
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The `-s' option causes `gprof' to summarize the information in the
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profile data files it read in, and write out a profile data file
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called `gmon.sum', which contains all the information from the
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profile data files that `gprof' read in. The file `gmon.sum' may
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be one of the specified input files; the effect of this is to
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merge the data in the other input files into `gmon.sum'. *Note
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Sampling Error::.
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Eventually you can run `gprof' again without `-s' to analyze the
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cumulative data in the file `gmon.sum'.
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`-T'
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The `-T' option causes `gprof' to print its output in
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"traditional" BSD style.
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`--function-ordering'
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The `--function-ordering' option causes `gprof' to print a
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suggested function ordering for the program based on profiling
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data. This option suggests an ordering which may improve paging,
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tlb and cache behavior for the program on systems which support
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arbitrary ordering of functions in an executable.
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The exact details of how to force the linker to place functions in
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a particular order is system dependent and out of the scope of this
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manual.
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`--file-ordering MAP_FILE'
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The `--file-ordering' option causes `gprof' to print a suggested
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.o link line ordering for the program based on profiling data.
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This option suggests an ordering which may improve paging, tlb and
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cache behavior for the program on systems which do not support
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arbitrary ordering of functions in an executable.
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Use of the `-a' argument is highly recommended with this option.
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The MAP_FILE argument is a pathname to a file which provides
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function name to object file mappings. The format of the file is
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similar to the output of the program `nm'.
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c-parse.o:00000000 T yyparse
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c-parse.o:00000004 C yyerrflag
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c-lang.o:00000000 T maybe_objc_method_name
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c-lang.o:00000000 T print_lang_statistics
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c-lang.o:00000000 T recognize_objc_keyword
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c-decl.o:00000000 T print_lang_identifier
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c-decl.o:00000000 T print_lang_type
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...
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GNU `nm' `--extern-only' `--defined-only' `-v' `--print-file-name'
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can be used to create MAP_FILE.
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File: gprof.info, Node: Flat Profile, Next: Call Graph, Prev: Invoking, Up: Top
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How to Understand the Flat Profile
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**********************************
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The "flat profile" shows the total amount of time your program spent
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executing each function. Unless the `-z' option is given, functions
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with no apparent time spent in them, and no apparent calls to them, are
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not mentioned. Note that if a function was not compiled for profiling,
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and didn't run long enough to show up on the program counter histogram,
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it will be indistinguishable from a function that was never called.
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This is part of a flat profile for a small program:
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Flat profile:
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Each sample counts as 0.01 seconds.
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% cumulative self self total
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time seconds seconds calls ms/call ms/call name
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|||
|
33.34 0.02 0.02 7208 0.00 0.00 open
|
|||
|
16.67 0.03 0.01 244 0.04 0.12 offtime
|
|||
|
16.67 0.04 0.01 8 1.25 1.25 memccpy
|
|||
|
16.67 0.05 0.01 7 1.43 1.43 write
|
|||
|
16.67 0.06 0.01 mcount
|
|||
|
0.00 0.06 0.00 236 0.00 0.00 tzset
|
|||
|
0.00 0.06 0.00 192 0.00 0.00 tolower
|
|||
|
0.00 0.06 0.00 47 0.00 0.00 strlen
|
|||
|
0.00 0.06 0.00 45 0.00 0.00 strchr
|
|||
|
0.00 0.06 0.00 1 0.00 50.00 main
|
|||
|
0.00 0.06 0.00 1 0.00 0.00 memcpy
|
|||
|
0.00 0.06 0.00 1 0.00 10.11 print
|
|||
|
0.00 0.06 0.00 1 0.00 0.00 profil
|
|||
|
0.00 0.06 0.00 1 0.00 50.00 report
|
|||
|
...
|
|||
|
|
|||
|
The functions are sorted by decreasing run-time spent in them. The
|
|||
|
functions `mcount' and `profil' are part of the profiling aparatus and
|
|||
|
appear in every flat profile; their time gives a measure of the amount
|
|||
|
of overhead due to profiling.
|
|||
|
|
|||
|
The sampling period estimates the margin of error in each of the time
|
|||
|
figures. A time figure that is not much larger than this is not
|
|||
|
reliable. In this example, the `self seconds' field for `mcount' might
|
|||
|
well be `0' or `0.04' in another run. *Note Sampling Error::, for a
|
|||
|
complete discussion.
|
|||
|
|
|||
|
Here is what the fields in each line mean:
|
|||
|
|
|||
|
`% time'
|
|||
|
This is the percentage of the total execution time your program
|
|||
|
spent in this function. These should all add up to 100%.
|
|||
|
|
|||
|
`cumulative seconds'
|
|||
|
This is the cumulative total number of seconds the computer spent
|
|||
|
executing this functions, plus the time spent in all the functions
|
|||
|
above this one in this table.
|
|||
|
|
|||
|
`self seconds'
|
|||
|
This is the number of seconds accounted for by this function alone.
|
|||
|
The flat profile listing is sorted first by this number.
|
|||
|
|
|||
|
`calls'
|
|||
|
This is the total number of times the function was called. If the
|
|||
|
function was never called, or the number of times it was called
|
|||
|
cannot be determined (probably because the function was not
|
|||
|
compiled with profiling enabled), the "calls" field is blank.
|
|||
|
|
|||
|
`self ms/call'
|
|||
|
This represents the average number of milliseconds spent in this
|
|||
|
function per call, if this function is profiled. Otherwise, this
|
|||
|
field is blank for this function.
|
|||
|
|
|||
|
`total ms/call'
|
|||
|
This represents the average number of milliseconds spent in this
|
|||
|
function and its descendants per call, if this function is
|
|||
|
profiled. Otherwise, this field is blank for this function.
|
|||
|
|
|||
|
`name'
|
|||
|
This is the name of the function. The flat profile is sorted by
|
|||
|
this field alphabetically after the "self seconds" field is sorted.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Call Graph, Next: Implementation, Prev: Flat Profile, Up: Top
|
|||
|
|
|||
|
How to Read the Call Graph
|
|||
|
**************************
|
|||
|
|
|||
|
The "call graph" shows how much time was spent in each function and
|
|||
|
its children. From this information, you can find functions that,
|
|||
|
while they themselves may not have used much time, called other
|
|||
|
functions that did use unusual amounts of time.
|
|||
|
|
|||
|
Here is a sample call from a small program. This call came from the
|
|||
|
same `gprof' run as the flat profile example in the previous chapter.
|
|||
|
|
|||
|
granularity: each sample hit covers 2 byte(s) for 20.00% of 0.05 seconds
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
<spontaneous>
|
|||
|
[1] 100.0 0.00 0.05 start [1]
|
|||
|
0.00 0.05 1/1 main [2]
|
|||
|
0.00 0.00 1/2 on_exit [28]
|
|||
|
0.00 0.00 1/1 exit [59]
|
|||
|
-----------------------------------------------
|
|||
|
0.00 0.05 1/1 start [1]
|
|||
|
[2] 100.0 0.00 0.05 1 main [2]
|
|||
|
0.00 0.05 1/1 report [3]
|
|||
|
-----------------------------------------------
|
|||
|
0.00 0.05 1/1 main [2]
|
|||
|
[3] 100.0 0.00 0.05 1 report [3]
|
|||
|
0.00 0.03 8/8 timelocal [6]
|
|||
|
0.00 0.01 1/1 print [9]
|
|||
|
0.00 0.01 9/9 fgets [12]
|
|||
|
0.00 0.00 12/34 strncmp <cycle 1> [40]
|
|||
|
0.00 0.00 8/8 lookup [20]
|
|||
|
0.00 0.00 1/1 fopen [21]
|
|||
|
0.00 0.00 8/8 chewtime [24]
|
|||
|
0.00 0.00 8/16 skipspace [44]
|
|||
|
-----------------------------------------------
|
|||
|
[4] 59.8 0.01 0.02 8+472 <cycle 2 as a whole> [4]
|
|||
|
0.01 0.02 244+260 offtime <cycle 2> [7]
|
|||
|
0.00 0.00 236+1 tzset <cycle 2> [26]
|
|||
|
-----------------------------------------------
|
|||
|
|
|||
|
The lines full of dashes divide this table into "entries", one for
|
|||
|
each function. Each entry has one or more lines.
|
|||
|
|
|||
|
In each entry, the primary line is the one that starts with an index
|
|||
|
number in square brackets. The end of this line says which function
|
|||
|
the entry is for. The preceding lines in the entry describe the
|
|||
|
callers of this function and the following lines describe its
|
|||
|
subroutines (also called "children" when we speak of the call graph).
|
|||
|
|
|||
|
The entries are sorted by time spent in the function and its
|
|||
|
subroutines.
|
|||
|
|
|||
|
The internal profiling function `mcount' (*note Flat Profile::.) is
|
|||
|
never mentioned in the call graph.
|
|||
|
|
|||
|
* Menu:
|
|||
|
|
|||
|
* Primary:: Details of the primary line's contents.
|
|||
|
* Callers:: Details of caller-lines' contents.
|
|||
|
* Subroutines:: Details of subroutine-lines' contents.
|
|||
|
* Cycles:: When there are cycles of recursion,
|
|||
|
such as `a' calls `b' calls `a'...
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Primary, Next: Callers, Up: Call Graph
|
|||
|
|
|||
|
The Primary Line
|
|||
|
================
|
|||
|
|
|||
|
The "primary line" in a call graph entry is the line that describes
|
|||
|
the function which the entry is about and gives the overall statistics
|
|||
|
for this function.
|
|||
|
|
|||
|
For reference, we repeat the primary line from the entry for function
|
|||
|
`report' in our main example, together with the heading line that shows
|
|||
|
the names of the fields:
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
...
|
|||
|
[3] 100.0 0.00 0.05 1 report [3]
|
|||
|
|
|||
|
Here is what the fields in the primary line mean:
|
|||
|
|
|||
|
`index'
|
|||
|
Entries are numbered with consecutive integers. Each function
|
|||
|
therefore has an index number, which appears at the beginning of
|
|||
|
its primary line.
|
|||
|
|
|||
|
Each cross-reference to a function, as a caller or subroutine of
|
|||
|
another, gives its index number as well as its name. The index
|
|||
|
number guides you if you wish to look for the entry for that
|
|||
|
function.
|
|||
|
|
|||
|
`% time'
|
|||
|
This is the percentage of the total time that was spent in this
|
|||
|
function, including time spent in subroutines called from this
|
|||
|
function.
|
|||
|
|
|||
|
The time spent in this function is counted again for the callers of
|
|||
|
this function. Therefore, adding up these percentages is
|
|||
|
meaningless.
|
|||
|
|
|||
|
`self'
|
|||
|
This is the total amount of time spent in this function. This
|
|||
|
should be identical to the number printed in the `seconds' field
|
|||
|
for this function in the flat profile.
|
|||
|
|
|||
|
`children'
|
|||
|
This is the total amount of time spent in the subroutine calls
|
|||
|
made by this function. This should be equal to the sum of all the
|
|||
|
`self' and `children' entries of the children listed directly
|
|||
|
below this function.
|
|||
|
|
|||
|
`called'
|
|||
|
This is the number of times the function was called.
|
|||
|
|
|||
|
If the function called itself recursively, there are two numbers,
|
|||
|
separated by a `+'. The first number counts non-recursive calls,
|
|||
|
and the second counts recursive calls.
|
|||
|
|
|||
|
In the example above, the function `report' was called once from
|
|||
|
`main'.
|
|||
|
|
|||
|
`name'
|
|||
|
This is the name of the current function. The index number is
|
|||
|
repeated after it.
|
|||
|
|
|||
|
If the function is part of a cycle of recursion, the cycle number
|
|||
|
is printed between the function's name and the index number (*note
|
|||
|
Cycles::.). For example, if function `gnurr' is part of cycle
|
|||
|
number one, and has index number twelve, its primary line would be
|
|||
|
end like this:
|
|||
|
|
|||
|
gnurr <cycle 1> [12]
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Callers, Next: Subroutines, Prev: Primary, Up: Call Graph
|
|||
|
|
|||
|
Lines for a Function's Callers
|
|||
|
==============================
|
|||
|
|
|||
|
A function's entry has a line for each function it was called by.
|
|||
|
These lines' fields correspond to the fields of the primary line, but
|
|||
|
their meanings are different because of the difference in context.
|
|||
|
|
|||
|
For reference, we repeat two lines from the entry for the function
|
|||
|
`report', the primary line and one caller-line preceding it, together
|
|||
|
with the heading line that shows the names of the fields:
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
...
|
|||
|
0.00 0.05 1/1 main [2]
|
|||
|
[3] 100.0 0.00 0.05 1 report [3]
|
|||
|
|
|||
|
Here are the meanings of the fields in the caller-line for `report'
|
|||
|
called from `main':
|
|||
|
|
|||
|
`self'
|
|||
|
An estimate of the amount of time spent in `report' itself when it
|
|||
|
was called from `main'.
|
|||
|
|
|||
|
`children'
|
|||
|
An estimate of the amount of time spent in subroutines of `report'
|
|||
|
when `report' was called from `main'.
|
|||
|
|
|||
|
The sum of the `self' and `children' fields is an estimate of the
|
|||
|
amount of time spent within calls to `report' from `main'.
|
|||
|
|
|||
|
`called'
|
|||
|
Two numbers: the number of times `report' was called from `main',
|
|||
|
followed by the total number of nonrecursive calls to `report' from
|
|||
|
all its callers.
|
|||
|
|
|||
|
`name and index number'
|
|||
|
The name of the caller of `report' to which this line applies,
|
|||
|
followed by the caller's index number.
|
|||
|
|
|||
|
Not all functions have entries in the call graph; some options to
|
|||
|
`gprof' request the omission of certain functions. When a caller
|
|||
|
has no entry of its own, it still has caller-lines in the entries
|
|||
|
of the functions it calls.
|
|||
|
|
|||
|
If the caller is part of a recursion cycle, the cycle number is
|
|||
|
printed between the name and the index number.
|
|||
|
|
|||
|
If the identity of the callers of a function cannot be determined, a
|
|||
|
dummy caller-line is printed which has `<spontaneous>' as the "caller's
|
|||
|
name" and all other fields blank. This can happen for signal handlers.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Subroutines, Next: Cycles, Prev: Callers, Up: Call Graph
|
|||
|
|
|||
|
Lines for a Function's Subroutines
|
|||
|
==================================
|
|||
|
|
|||
|
A function's entry has a line for each of its subroutines--in other
|
|||
|
words, a line for each other function that it called. These lines'
|
|||
|
fields correspond to the fields of the primary line, but their meanings
|
|||
|
are different because of the difference in context.
|
|||
|
|
|||
|
For reference, we repeat two lines from the entry for the function
|
|||
|
`main', the primary line and a line for a subroutine, together with the
|
|||
|
heading line that shows the names of the fields:
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
...
|
|||
|
[2] 100.0 0.00 0.05 1 main [2]
|
|||
|
0.00 0.05 1/1 report [3]
|
|||
|
|
|||
|
Here are the meanings of the fields in the subroutine-line for `main'
|
|||
|
calling `report':
|
|||
|
|
|||
|
`self'
|
|||
|
An estimate of the amount of time spent directly within `report'
|
|||
|
when `report' was called from `main'.
|
|||
|
|
|||
|
`children'
|
|||
|
An estimate of the amount of time spent in subroutines of `report'
|
|||
|
when `report' was called from `main'.
|
|||
|
|
|||
|
The sum of the `self' and `children' fields is an estimate of the
|
|||
|
total time spent in calls to `report' from `main'.
|
|||
|
|
|||
|
`called'
|
|||
|
Two numbers, the number of calls to `report' from `main' followed
|
|||
|
by the total number of nonrecursive calls to `report'.
|
|||
|
|
|||
|
`name'
|
|||
|
The name of the subroutine of `main' to which this line applies,
|
|||
|
followed by the subroutine's index number.
|
|||
|
|
|||
|
If the caller is part of a recursion cycle, the cycle number is
|
|||
|
printed between the name and the index number.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Cycles, Prev: Subroutines, Up: Call Graph
|
|||
|
|
|||
|
How Mutually Recursive Functions Are Described
|
|||
|
==============================================
|
|||
|
|
|||
|
The graph may be complicated by the presence of "cycles of
|
|||
|
recursion" in the call graph. A cycle exists if a function calls
|
|||
|
another function that (directly or indirectly) calls (or appears to
|
|||
|
call) the original function. For example: if `a' calls `b', and `b'
|
|||
|
calls `a', then `a' and `b' form a cycle.
|
|||
|
|
|||
|
Whenever there are call-paths both ways between a pair of functions,
|
|||
|
they belong to the same cycle. If `a' and `b' call each other and `b'
|
|||
|
and `c' call each other, all three make one cycle. Note that even if
|
|||
|
`b' only calls `a' if it was not called from `a', `gprof' cannot
|
|||
|
determine this, so `a' and `b' are still considered a cycle.
|
|||
|
|
|||
|
The cycles are numbered with consecutive integers. When a function
|
|||
|
belongs to a cycle, each time the function name appears in the call
|
|||
|
graph it is followed by `<cycle NUMBER>'.
|
|||
|
|
|||
|
The reason cycles matter is that they make the time values in the
|
|||
|
call graph paradoxical. The "time spent in children" of `a' should
|
|||
|
include the time spent in its subroutine `b' and in `b''s
|
|||
|
subroutines--but one of `b''s subroutines is `a'! How much of `a''s
|
|||
|
time should be included in the children of `a', when `a' is indirectly
|
|||
|
recursive?
|
|||
|
|
|||
|
The way `gprof' resolves this paradox is by creating a single entry
|
|||
|
for the cycle as a whole. The primary line of this entry describes the
|
|||
|
total time spent directly in the functions of the cycle. The
|
|||
|
"subroutines" of the cycle are the individual functions of the cycle,
|
|||
|
and all other functions that were called directly by them. The
|
|||
|
"callers" of the cycle are the functions, outside the cycle, that
|
|||
|
called functions in the cycle.
|
|||
|
|
|||
|
Here is an example portion of a call graph which shows a cycle
|
|||
|
containing functions `a' and `b'. The cycle was entered by a call to
|
|||
|
`a' from `main'; both `a' and `b' called `c'.
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
----------------------------------------
|
|||
|
1.77 0 1/1 main [2]
|
|||
|
[3] 91.71 1.77 0 1+5 <cycle 1 as a whole> [3]
|
|||
|
1.02 0 3 b <cycle 1> [4]
|
|||
|
0.75 0 2 a <cycle 1> [5]
|
|||
|
----------------------------------------
|
|||
|
3 a <cycle 1> [5]
|
|||
|
[4] 52.85 1.02 0 0 b <cycle 1> [4]
|
|||
|
2 a <cycle 1> [5]
|
|||
|
0 0 3/6 c [6]
|
|||
|
----------------------------------------
|
|||
|
1.77 0 1/1 main [2]
|
|||
|
2 b <cycle 1> [4]
|
|||
|
[5] 38.86 0.75 0 1 a <cycle 1> [5]
|
|||
|
3 b <cycle 1> [4]
|
|||
|
0 0 3/6 c [6]
|
|||
|
----------------------------------------
|
|||
|
|
|||
|
(The entire call graph for this program contains in addition an entry
|
|||
|
for `main', which calls `a', and an entry for `c', with callers `a' and
|
|||
|
`b'.)
|
|||
|
|
|||
|
index % time self children called name
|
|||
|
<spontaneous>
|
|||
|
[1] 100.00 0 1.93 0 start [1]
|
|||
|
0.16 1.77 1/1 main [2]
|
|||
|
----------------------------------------
|
|||
|
0.16 1.77 1/1 start [1]
|
|||
|
[2] 100.00 0.16 1.77 1 main [2]
|
|||
|
1.77 0 1/1 a <cycle 1> [5]
|
|||
|
----------------------------------------
|
|||
|
1.77 0 1/1 main [2]
|
|||
|
[3] 91.71 1.77 0 1+5 <cycle 1 as a whole> [3]
|
|||
|
1.02 0 3 b <cycle 1> [4]
|
|||
|
0.75 0 2 a <cycle 1> [5]
|
|||
|
0 0 6/6 c [6]
|
|||
|
----------------------------------------
|
|||
|
3 a <cycle 1> [5]
|
|||
|
[4] 52.85 1.02 0 0 b <cycle 1> [4]
|
|||
|
2 a <cycle 1> [5]
|
|||
|
0 0 3/6 c [6]
|
|||
|
----------------------------------------
|
|||
|
1.77 0 1/1 main [2]
|
|||
|
2 b <cycle 1> [4]
|
|||
|
[5] 38.86 0.75 0 1 a <cycle 1> [5]
|
|||
|
3 b <cycle 1> [4]
|
|||
|
0 0 3/6 c [6]
|
|||
|
----------------------------------------
|
|||
|
0 0 3/6 b <cycle 1> [4]
|
|||
|
0 0 3/6 a <cycle 1> [5]
|
|||
|
[6] 0.00 0 0 6 c [6]
|
|||
|
----------------------------------------
|
|||
|
|
|||
|
The `self' field of the cycle's primary line is the total time spent
|
|||
|
in all the functions of the cycle. It equals the sum of the `self'
|
|||
|
fields for the individual functions in the cycle, found in the entry in
|
|||
|
the subroutine lines for these functions.
|
|||
|
|
|||
|
The `children' fields of the cycle's primary line and subroutine
|
|||
|
lines count only subroutines outside the cycle. Even though `a' calls
|
|||
|
`b', the time spent in those calls to `b' is not counted in `a''s
|
|||
|
`children' time. Thus, we do not encounter the problem of what to do
|
|||
|
when the time in those calls to `b' includes indirect recursive calls
|
|||
|
back to `a'.
|
|||
|
|
|||
|
The `children' field of a caller-line in the cycle's entry estimates
|
|||
|
the amount of time spent *in the whole cycle*, and its other
|
|||
|
subroutines, on the times when that caller called a function in the
|
|||
|
cycle.
|
|||
|
|
|||
|
The `calls' field in the primary line for the cycle has two numbers:
|
|||
|
first, the number of times functions in the cycle were called by
|
|||
|
functions outside the cycle; second, the number of times they were
|
|||
|
called by functions in the cycle (including times when a function in
|
|||
|
the cycle calls itself). This is a generalization of the usual split
|
|||
|
into nonrecursive and recursive calls.
|
|||
|
|
|||
|
The `calls' field of a subroutine-line for a cycle member in the
|
|||
|
cycle's entry says how many time that function was called from
|
|||
|
functions in the cycle. The total of all these is the second number in
|
|||
|
the primary line's `calls' field.
|
|||
|
|
|||
|
In the individual entry for a function in a cycle, the other
|
|||
|
functions in the same cycle can appear as subroutines and as callers.
|
|||
|
These lines show how many times each function in the cycle called or
|
|||
|
was called from each other function in the cycle. The `self' and
|
|||
|
`children' fields in these lines are blank because of the difficulty of
|
|||
|
defining meanings for them when recursion is going on.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Implementation, Next: Sampling Error, Prev: Call Graph, Up: Top
|
|||
|
|
|||
|
Implementation of Profiling
|
|||
|
***************************
|
|||
|
|
|||
|
Profiling works by changing how every function in your program is
|
|||
|
compiled so that when it is called, it will stash away some information
|
|||
|
about where it was called from. From this, the profiler can figure out
|
|||
|
what function called it, and can count how many times it was called.
|
|||
|
This change is made by the compiler when your program is compiled with
|
|||
|
the `-pg' option.
|
|||
|
|
|||
|
Profiling also involves watching your program as it runs, and
|
|||
|
keeping a histogram of where the program counter happens to be every
|
|||
|
now and then. Typically the program counter is looked at around 100
|
|||
|
times per second of run time, but the exact frequency may vary from
|
|||
|
system to system.
|
|||
|
|
|||
|
A special startup routine allocates memory for the histogram and
|
|||
|
sets up a clock signal handler to make entries in it. Use of this
|
|||
|
special startup routine is one of the effects of using `gcc ... -pg' to
|
|||
|
link. The startup file also includes an `exit' function which is
|
|||
|
responsible for writing the file `gmon.out'.
|
|||
|
|
|||
|
Number-of-calls information for library routines is collected by
|
|||
|
using a special version of the C library. The programs in it are the
|
|||
|
same as in the usual C library, but they were compiled with `-pg'. If
|
|||
|
you link your program with `gcc ... -pg', it automatically uses the
|
|||
|
profiling version of the library.
|
|||
|
|
|||
|
The output from `gprof' gives no indication of parts of your program
|
|||
|
that are limited by I/O or swapping bandwidth. This is because samples
|
|||
|
of the program counter are taken at fixed intervals of run time.
|
|||
|
Therefore, the time measurements in `gprof' output say nothing about
|
|||
|
time that your program was not running. For example, a part of the
|
|||
|
program that creates so much data that it cannot all fit in physical
|
|||
|
memory at once may run very slowly due to thrashing, but `gprof' will
|
|||
|
say it uses little time. On the other hand, sampling by run time has
|
|||
|
the advantage that the amount of load due to other users won't directly
|
|||
|
affect the output you get.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Sampling Error, Next: Assumptions, Prev: Implementation, Up: Top
|
|||
|
|
|||
|
Statistical Inaccuracy of `gprof' Output
|
|||
|
****************************************
|
|||
|
|
|||
|
The run-time figures that `gprof' gives you are based on a sampling
|
|||
|
process, so they are subject to statistical inaccuracy. If a function
|
|||
|
runs only a small amount of time, so that on the average the sampling
|
|||
|
process ought to catch that function in the act only once, there is a
|
|||
|
pretty good chance it will actually find that function zero times, or
|
|||
|
twice.
|
|||
|
|
|||
|
By contrast, the number-of-calls figures are derived by counting, not
|
|||
|
sampling. They are completely accurate and will not vary from run to
|
|||
|
run if your program is deterministic.
|
|||
|
|
|||
|
The "sampling period" that is printed at the beginning of the flat
|
|||
|
profile says how often samples are taken. The rule of thumb is that a
|
|||
|
run-time figure is accurate if it is considerably bigger than the
|
|||
|
sampling period.
|
|||
|
|
|||
|
The actual amount of error is usually more than one sampling period.
|
|||
|
In fact, if a value is N times the sampling period, the *expected*
|
|||
|
error in it is the square-root of N sampling periods. If the sampling
|
|||
|
period is 0.01 seconds and `foo''s run-time is 1 second, the expected
|
|||
|
error in `foo''s run-time is 0.1 seconds. It is likely to vary this
|
|||
|
much *on the average* from one profiling run to the next. (*Sometimes*
|
|||
|
it will vary more.)
|
|||
|
|
|||
|
This does not mean that a small run-time figure is devoid of
|
|||
|
information. If the program's *total* run-time is large, a small
|
|||
|
run-time for one function does tell you that that function used an
|
|||
|
insignificant fraction of the whole program's time. Usually this means
|
|||
|
it is not worth optimizing.
|
|||
|
|
|||
|
One way to get more accuracy is to give your program more (but
|
|||
|
similar) input data so it will take longer. Another way is to combine
|
|||
|
the data from several runs, using the `-s' option of `gprof'. Here is
|
|||
|
how:
|
|||
|
|
|||
|
1. Run your program once.
|
|||
|
|
|||
|
2. Issue the command `mv gmon.out gmon.sum'.
|
|||
|
|
|||
|
3. Run your program again, the same as before.
|
|||
|
|
|||
|
4. Merge the new data in `gmon.out' into `gmon.sum' with this command:
|
|||
|
|
|||
|
gprof -s EXECUTABLE-FILE gmon.out gmon.sum
|
|||
|
|
|||
|
5. Repeat the last two steps as often as you wish.
|
|||
|
|
|||
|
6. Analyze the cumulative data using this command:
|
|||
|
|
|||
|
gprof EXECUTABLE-FILE gmon.sum > OUTPUT-FILE
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Assumptions, Next: Incompatibilities, Prev: Sampling Error, Up: Top
|
|||
|
|
|||
|
Estimating `children' Times Uses an Assumption
|
|||
|
**********************************************
|
|||
|
|
|||
|
Some of the figures in the call graph are estimates--for example, the
|
|||
|
`children' time values and all the the time figures in caller and
|
|||
|
subroutine lines.
|
|||
|
|
|||
|
There is no direct information about these measurements in the
|
|||
|
profile data itself. Instead, `gprof' estimates them by making an
|
|||
|
assumption about your program that might or might not be true.
|
|||
|
|
|||
|
The assumption made is that the average time spent in each call to
|
|||
|
any function `foo' is not correlated with who called `foo'. If `foo'
|
|||
|
used 5 seconds in all, and 2/5 of the calls to `foo' came from `a',
|
|||
|
then `foo' contributes 2 seconds to `a''s `children' time, by
|
|||
|
assumption.
|
|||
|
|
|||
|
This assumption is usually true enough, but for some programs it is
|
|||
|
far from true. Suppose that `foo' returns very quickly when its
|
|||
|
argument is zero; suppose that `a' always passes zero as an argument,
|
|||
|
while other callers of `foo' pass other arguments. In this program,
|
|||
|
all the time spent in `foo' is in the calls from callers other than `a'.
|
|||
|
But `gprof' has no way of knowing this; it will blindly and incorrectly
|
|||
|
charge 2 seconds of time in `foo' to the children of `a'.
|
|||
|
|
|||
|
We hope some day to put more complete data into `gmon.out', so that
|
|||
|
this assumption is no longer needed, if we can figure out how. For the
|
|||
|
nonce, the estimated figures are usually more useful than misleading.
|
|||
|
|
|||
|
|
|||
|
File: gprof.info, Node: Incompatibilities, Prev: Assumptions, Up: Top
|
|||
|
|
|||
|
Incompatibilities with Unix `gprof'
|
|||
|
***********************************
|
|||
|
|
|||
|
GNU `gprof' and Berkeley Unix `gprof' use the same data file
|
|||
|
`gmon.out', and provide essentially the same information. But there
|
|||
|
are a few differences.
|
|||
|
|
|||
|
* For a recursive function, Unix `gprof' lists the function as a
|
|||
|
parent and as a child, with a `calls' field that lists the number
|
|||
|
of recursive calls. GNU `gprof' omits these lines and puts the
|
|||
|
number of recursive calls in the primary line.
|
|||
|
|
|||
|
* When a function is suppressed from the call graph with `-e', GNU
|
|||
|
`gprof' still lists it as a subroutine of functions that call it.
|
|||
|
|
|||
|
* The blurbs, field widths, and output formats are different. GNU
|
|||
|
`gprof' prints blurbs after the tables, so that you can see the
|
|||
|
tables without skipping the blurbs.
|
|||
|
|
|||
|
|
|||
|
|
|||
|
Tag Table:
|
|||
|
Node: Top888
|
|||
|
Node: Why2579
|
|||
|
Node: Compiling4673
|
|||
|
Node: Executing6657
|
|||
|
Node: Invoking8768
|
|||
|
Node: Flat Profile15857
|
|||
|
Node: Call Graph19543
|
|||
|
Node: Primary22782
|
|||
|
Node: Callers25315
|
|||
|
Node: Subroutines27422
|
|||
|
Node: Cycles29081
|
|||
|
Node: Implementation35845
|
|||
|
Node: Sampling Error37945
|
|||
|
Node: Assumptions40264
|
|||
|
Node: Incompatibilities41789
|
|||
|
|
|||
|
End Tag Table
|