Link time optimization is implemented as a GCC front end for a
bytecode representation of GIMPLE that is emitted in special sections
.o files. Currently, LTO support is enabled in most
ELF-based systems, as well as darwin, cygwin and mingw systems.
Since GIMPLE bytecode is saved alongside final object code, object
files generated with LTO support are larger than regular object files.
This “fat” object format makes it easy to integrate LTO into
existing build systems, as one can, for instance, produce archives of
the files. Additionally, one might be able to ship one set of fat
objects which could be used both for development and the production of
optimized builds. A, perhaps surprising, side effect of this feature
is that any mistake in the toolchain that leads to LTO information not
being used (e.g. an older
This is both an advantage, as the system is more robust, and a
disadvantage, as the user is not informed that the optimization has
The current implementation only produces “fat” objects, effectively
doubling compilation time and increasing file sizes up to 5x the
original size. This hides the problem that some tools, such as
nm, need to understand symbol tables of LTO
sections. These tools were extended to use the plugin infrastructure,
and with these problems solved, GCC will also support “slim” objects
consisting of the intermediate code alone.
At the highest level, LTO splits the compiler in two. The first half (the “writer”) produces a streaming representation of all the internal data structures needed to optimize and generate code. This includes declarations, types, the callgraph and the GIMPLE representation of function bodies.
When -flto is given during compilation of a source file, the
pass manager executes all the passes in
Currently, this phase is composed of two IPA passes:
pass_ipa_lto_gimple_outThis pass executes the function
lto_outputin lto-streamer-out.c, which traverses the call graph encoding every reachable declaration, type and function. This generates a memory representation of all the file sections described below.
pass_ipa_lto_finish_outThis pass executes the function
produce_asm_for_declsin lto-streamer-out.c, which takes the memory image built in the previous pass and encodes it in the corresponding ELF file sections.
The second half of LTO support is the “reader”. This is implemented
as the GCC front end lto1 in lto/lto.c. When
collect2 detects a link set of
.a files with
LTO information and the -flto is enabled, it invokes
lto1 which reads the set of files and aggregates them into a
single translation unit for optimization. The main entry point for
the reader is lto/lto.c:
One of the main goals of the GCC link-time infrastructure was to allow effective compilation of large programs. For this reason GCC implements two link-time compilation modes.
.ofiles and distributes the compilation of the sub-graphs to different CPUs.
Note that distributed compilation is not implemented yet, but since
the parallelism is facilitated via generating a
would be easy to implement.
WHOPR splits LTO into three main stages:
WHOPR can be seen as an extension of the usual LTO mode of compilation. In LTO, WPA and LTRANS are executed within a single execution of the compiler, after the whole program has been read into memory.
When compiling in WHOPR mode, the callgraph is partitioned during the WPA stage. The whole program is split into a given number of partitions of roughly the same size. The compiler tries to minimize the number of references which cross partition boundaries. The main advantage of WHOPR is to allow the parallel execution of LTRANS stages, which are the most time-consuming part of the compilation process. Additionally, it avoids the need to load the whole program into memory.