Whole Program Optimization
- 1 overview
- 2 general principles
- 3 how to use
- 4 when to use
- 5 available whole program optimizations
- 6 format of the WPO feedback file
Traditionally, compilers optimize a program procedure by procedure, or at best compilation unit per compilation unit. Whole program optimization, abbreviated WPO, means that the compiler considers all compilation units that make up a program or library and optimizes them using the comprehensive knowledge of how they are used together in this particular case.
The way WPO generally works is as follows:
- you compile the program normally, telling the compiler to store various bits of information into a feedback file
- you recompile the program (and optionally all units that it uses) with WPO, providing the feedback file as extra input to the compiler
In some implementations, the compiler generates some kind of intermediary code (e.g., byte code) and the linker performs all WPO along with the translation to the target ISA. In case of FPC however, the scheme followed is the one described above.
A few general principles have been followed when designing the FPC implementation of WPO:
- All information necessary to generate a WPO feedback file for a program is always stored in the PPU files. This means that you can e.g. use a generic RTL for WPO (even though the RTL itself will then not be optimized, your program and its units can be correctly optimized because the compiler knows everything it has to know about all RTL units);
- The generated WPO feedback file is plain text. The idea is that it should be easy to inspect this file by hand, and to add information to it produced by external tools if desired (e.g., profile information);
- The implementation of the WPO subsystem in the compiler is very modular, so it should be easy to plug in additional WPO information providers, or to choose at run time between different information providers for the same kind of information. At the same time, the interaction with the rest of the compiler is kept to a bare minimum to improve maintainability;
- It is possible to generate a WPO feedback file while at the same time using another one as input. In some cases, using this second feedback file as input during a third compilation can further improve the results.
how to use
generate WPO feedback file
First of all, compile your program (or library) and all of its units as you would normally do, except that when compiling the main program/library you add
The compiler will then, right after your program has been linked, collect all necessary information to perform the requested WPOs during a successive compilation run, and store this information in
use generated WPO feedback file
To actually apply the WPOs, recompile the program/library and all or some of the units that it uses, using
, thereby pointing the compiler to the feedback file generated in the previous step.
The compiler will then read the information collected about the program during the previous compiler run, and use it during the current compilation of units and/or program/library.
Units not recompiled during the second pass will obviously not be optimized, but they will still work correctly when used together with the optimized units and program/library.
The example below refers to twpo4.pp.
Compile the program a first time, collecting feedback in
twpo4-1.wpo in the current directory. v
The compiler will record which classes are created in the program (tchild1 and tchild2), and after the linking step also that the
notcalled procedure is in fact not called.
Afterwards, save the generated assembler code in
twpo4.s1 for later comparison.
$ ppn37 -FWtwpo4-1.wpo -OWall -CX -XX -Xs- -al twpo4 Free Pascal Compiler version 2.3.1 [2008/12/11] for i386 Copyright (c) 1993-2008 by Florian Klaempfl Target OS: Darwin for i386 Compiling twpo4.pp Assembling program Linking twpo4 66 lines compiled, 0.6 sec $ mv twpo4.s twpo4.s1
Now compile the program a second time, using the information in
twpo4-1.wpo and collecting new information in
At this point, the compiler knows that no instance of the
tbase class is created in the program, and therefore it replaces all regular entries in its virtual method table with references to
Virtual class methods cannot be eliminated this way, since they can also be called without constructing an instance of this type.
Because the compiler knows from the previously generated feedback file that the
notcalled procedure is never called, it will also record that only an instance of
tchild1 is created, as the
tchild2 instance was only created inside this
For optimization purposes, it will however still consider that an instance of
tchild2 may be created, as for optimization purposes it still uses the feedback file generated during the previous compilation.
Afterwards, we again save the generated assembler code for later comparisons.
$ ppn37 -FWtwpo4-2.wpo -OWall -Fwtwpo4-1.wpo -Owall -CX -XX -Xs- -al twpo4 Free Pascal Compiler version 2.3.1 [2008/12/11] for i386 Copyright (c) 1993-2008 by Florian Klaempfl Target OS: Darwin for i386 Compiling twpo4.pp Assembling program Linking twpo4 66 lines compiled, 0.1 sec $ mv twpo4.s twpo4.s2
Compile the program a final time, using the information collected in
This time, the compiler knows that only a
tchild1 instance is created, and will therefore turn the
bb.test call from a virtual method call into a static method call (because it knows that even though the type of
tbase, in practice it can only be a
tchild1 since no
tbaseh or other
tbase-descendent class instance is created).
$ ppn37 -Fwtwpo4-2.wpo -Owall -CX -XX -al twpo4 Free Pascal Compiler version 2.3.1 [2008/12/11] for i386 Copyright (c) 1993-2008 by Florian Klaempfl Target OS: Darwin for i386 Compiling twpo4.pp Assembling program Linking twpo4 66 lines compiled, 0.1 sec
Now, let's have a look at the differences between the generated assembler files. After the first recompilation:
$ diff -u twpo4.s1 twpo4.s2
--- twpo4.s1 2008-12-11 18:59:55.000000000 +0100 +++ twpo4.s2 2008-12-11 19:00:15.000000000 +0100 @@ -214,15 +214,15 @@ .long 0,0,0 .long FPC_EMPTYINTF .long 0 - .long _SYSTEM_TOBJECT_$__DESTROY + .long FPC_ABSTRACTERROR .long _SYSTEM_TOBJECT_$__NEWINSTANCE$$TOBJECT - .long _SYSTEM_TOBJECT_$__FREEINSTANCE - .long _SYSTEM_TOBJECT_$__SAFECALLEXCEPTION$TOBJECT$POINTER$$LONGINT - .long _SYSTEM_TOBJECT_$__DEFAULTHANDLER$formal - .long _SYSTEM_TOBJECT_$__AFTERCONSTRUCTION - .long _SYSTEM_TOBJECT_$__BEFOREDESTRUCTION - .long _SYSTEM_TOBJECT_$__DEFAULTHANDLERSTR$formal - .long _P$PROGRAM_TBASE_$__TEST + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR + .long FPC_ABSTRACTERROR .long 0 .const_data
As you can see, all references to the virtual methods in the virtual method table of
tbase have been removed, since the compiler knows they can never be referenced.
This allows the linker to throw away these methods if they are not referenced anywhere else either.
In our example, that is only true for
Now let's look at the effect of the second recompilation:
$ diff -u twpo4.s2 twpo4.s
--- twpo4.s2 2008-12-11 19:00:15.000000000 +0100 +++ twpo4.s 2008-12-11 19:00:29.000000000 +0100 @@ -103,9 +103,7 @@ movl %eax,-4(%ebp) #  bb.test; movl -4(%ebp),%eax - movl -4(%ebp),%edx - movl (%edx),%edx - call *80(%edx) + call L_P$PROGRAM_TCHILD1_$__TEST$stub #  bb.free; movl -4(%ebp),%eax call L_SYSTEM_TOBJECT_$__FREE$stub @@ -139,10 +137,7 @@ #  bb.test; movl L_U_P$PROGRAM_BB$non_lazy_ptr-Lj2(%ebx),%eax movl (%eax),%eax - movl L_U_P$PROGRAM_BB$non_lazy_ptr-Lj2(%ebx),%edx - movl (%edx),%edx - movl (%edx),%edx - call *80(%edx) + call L_P$PROGRAM_TCHILD1_$__TEST$stub #  a:=2; movl L_U_P$PROGRAM_A$non_lazy_ptr-Lj2(%ebx),%eax movl $2,(%eax)
As you can see, the two virtual method calls to bb.test (one inside the never called notcalled procedure, and one in the main program) have been replaced with calls to tchild1.test.
Note that you could also recompile the entire run time library for this particular program, if you want.
when to use
Since whole program optimization requires multiple compilations, it is advisable to only use this functionality when compiling a final release version.
Also keep in mind that once a unit has been compiled using wpo for a particular program, it has to be recompiled if you want to use it in another program.
available whole program optimizations
- Enables all whole program optimizations described below.
- The combined limitations of all optimizations described below.
whole program devirtualization
- Changes virtual method calls into normal (static) method calls when the compiler can determine that a virtual method call will always go to the same static method. This makes such code both smaller and faster. In general, it's mainly an enabling optimization for other optimizations, because it makes the program easier to analyse due to the fact that it reduces indirect control flow.
- The current implementation is context-insensitive. This means that the compiler only looks at the program as a whole and determines for each class type which methods can be devirtualised, rather than that it looks at each call statement and the surrounding code to determine whether or not this call can be devirtualised;
- The current implementation does not yet devirtualise interface method calls (not when calling them via an interface instance, nor when calling them via a class instance).
optimise virtual method tables
- This optimization looks at which class types can be instantiated and which virtual methods can be called in a program, and based on this information it replaces virtual method table (VMT) entries that can never be called with references to FPC_ABSTRACTERROR. This means that such methods, unless they are called directly via an inherited call from a child class/object, can be removed by the linker. It has little or no effect on speed, but can help reducing code size.
- Methods that are published, or getters/setters of published properties, can never be optimized in this way, because they can always be referred to and called via the RTTI (which the compiler cannot detect).
- Such optimizations are not yet done for virtual class methods (but it should not be that difficult to add)
- This parameter does not perform any optimization by itself. It simply tells the compiler to record which functions/procedures were kept by the linker in the final program. During a subsequent wpo pass, the compiler can then ignore the removed functions/procedures as far as wpo is concerned (e.g., if a particular class type is only constructed in one unused procedure, then ignoring this procedure can improve the effectiveness of the previous two optimizations).
- This optimization requires that the nm(1) utility is installed on the system. For Linux binaries, objdump(1) will also work. In the future, this information could also be extracted from the internal linker for the platforms that it supports.
- Collecting information for this optimization (using -OWsymbolliveness) requires that smart linking is enabled (-XX) and that symbol stripping is disabled (-Xs-). When only using such previously collected information (using -OwSymbolliveness or -Owall), these limitations do not apply.
format of the WPO feedback file
This information is mainly interesting if you want to add external data to the WPO feedback file, e.g. from a profiling tool. If you are just a user of the WPO functionality, you can ignore what follows.
The file consists of comments and a number of sections.
Comments are lines that start with a
Each section starts with
% (percent sign and space) followed by the name of the section (e.g.,% contextinsensitive_devirtualization).
After that, until either the end of the file or until the next line starting with with "% ", first a human readable description follows of the format of this section (in comments), and then the contents of the section itself.
There are no rules for how the contents of a section should look, except that lines starting with
# are reserved for comments and lines starting with
% are reserved for section markers.