1============================================================= 2How To Build Clang and LLVM with Profile-Guided Optimizations 3============================================================= 4 5Introduction 6============ 7 8PGO (Profile-Guided Optimization) allows your compiler to better optimize code 9for how it actually runs. Users report that applying this to Clang and LLVM can 10decrease overall compile time by 20%. 11 12This guide walks you through how to build Clang with PGO, though it also applies 13to other subprojects, such as LLD. 14 15 16Using the script 17================ 18 19We have a script at ``utils/collect_and_build_with_pgo.py``. This script is 20tested on a few Linux flavors, and requires a checkout of LLVM, Clang, and 21compiler-rt. Despite the name, it performs four clean builds of Clang, so it 22can take a while to run to completion. Please see the script's ``--help`` for 23more information on how to run it, and the different options available to you. 24If you want to get the most out of PGO for a particular use-case (e.g. compiling 25a specific large piece of software), please do read the section below on 26'benchmark' selection. 27 28Please note that this script is only tested on a few Linux distros. Patches to 29add support for other platforms, as always, are highly appreciated. :) 30 31This script also supports a ``--dry-run`` option, which causes it to print 32important commands instead of running them. 33 34 35Selecting 'benchmarks' 36====================== 37 38PGO does best when the profiles gathered represent how the user plans to use the 39compiler. Notably, highly accurate profiles of llc building x86_64 code aren't 40incredibly helpful if you're going to be targeting ARM. 41 42By default, the script above does two things to get solid coverage. It: 43 44- runs all of Clang and LLVM's lit tests, and 45- uses the instrumented Clang to build Clang, LLVM, and all of the other 46 LLVM subprojects available to it. 47 48Together, these should give you: 49 50- solid coverage of building C++, 51- good coverage of building C, 52- great coverage of running optimizations, 53- great coverage of the backend for your host's architecture, and 54- some coverage of other architectures (if other arches are supported backends). 55 56Altogether, this should cover a diverse set of uses for Clang and LLVM. If you 57have very specific needs (e.g. your compiler is meant to compile a large browser 58for four different platforms, or similar), you may want to do something else. 59This is configurable in the script itself. 60 61 62Building Clang with PGO 63======================= 64 65If you prefer to not use the script, this briefly goes over how to build 66Clang/LLVM with PGO. 67 68First, you should have at least LLVM, Clang, and compiler-rt checked out 69locally. 70 71Next, at a high level, you're going to need to do the following: 72 731. Build a standard Release Clang and the relevant libclang_rt.profile library 742. Build Clang using the Clang you built above, but with instrumentation 753. Use the instrumented Clang to generate profiles, which consists of two steps: 76 77 - Running the instrumented Clang/LLVM/lld/etc. on tasks that represent how 78 users will use said tools. 79 - Using a tool to convert the "raw" profiles generated above into a single, 80 final PGO profile. 81 824. Build a final release Clang (along with whatever other binaries you need) 83 using the profile collected from your benchmark 84 85In more detailed steps: 86 871. Configure a Clang build as you normally would. It's highly recommended that 88 you use the Release configuration for this, since it will be used to build 89 another Clang. Because you need Clang and supporting libraries, you'll want 90 to build the ``all`` target (e.g. ``ninja all`` or ``make -j4 all``). 91 922. Configure a Clang build as above, but add the following CMake args: 93 94 - ``-DLLVM_BUILD_INSTRUMENTED=IR`` -- This causes us to build everything 95 with instrumentation. 96 - ``-DLLVM_BUILD_RUNTIME=No`` -- A few projects have bad interactions when 97 built with profiling, and aren't necessary to build. This flag turns them 98 off. 99 - ``-DCMAKE_C_COMPILER=/path/to/stage1/clang`` - Use the Clang we built in 100 step 1. 101 - ``-DCMAKE_CXX_COMPILER=/path/to/stage1/clang++`` - Same as above. 102 103 In this build directory, you simply need to build the ``clang`` target (and 104 whatever supporting tooling your benchmark requires). 105 1063. As mentioned above, this has two steps: gathering profile data, and then 107 massaging it into a useful form: 108 109 a. Build your benchmark using the Clang generated in step 2. The 'standard' 110 benchmark recommended is to run ``check-clang`` and ``check-llvm`` in your 111 instrumented Clang's build directory, and to do a full build of Clang/LLVM 112 using your instrumented Clang. So, create yet another build directory, 113 with the following CMake arguments: 114 115 - ``-DCMAKE_C_COMPILER=/path/to/stage2/clang`` - Use the Clang we built in 116 step 2. 117 - ``-DCMAKE_CXX_COMPILER=/path/to/stage2/clang++`` - Same as above. 118 119 If your users are fans of debug info, you may want to consider using 120 ``-DCMAKE_BUILD_TYPE=RelWithDebInfo`` instead of 121 ``-DCMAKE_BUILD_TYPE=Release``. This will grant better coverage of 122 debug info pieces of clang, but will take longer to complete and will 123 result in a much larger build directory. 124 125 It's recommended to build the ``all`` target with your instrumented Clang, 126 since more coverage is often better. 127 128 b. You should now have a few ``*.profraw`` files in 129 ``path/to/stage2/profiles/``. You need to merge these using 130 ``llvm-profdata`` (even if you only have one! The profile merge transforms 131 profraw into actual profile data, as well). This can be done with 132 ``/path/to/stage1/llvm-profdata merge 133 -output=/path/to/output/profdata.prof path/to/stage2/profiles/*.profraw``. 134 1354. Now, build your final, PGO-optimized Clang. To do this, you'll want to pass 136 the following additional arguments to CMake. 137 138 - ``-DLLVM_PROFDATA_FILE=/path/to/output/profdata.prof`` - Use the PGO 139 profile from the previous step. 140 - ``-DCMAKE_C_COMPILER=/path/to/stage1/clang`` - Use the Clang we built in 141 step 1. 142 - ``-DCMAKE_CXX_COMPILER=/path/to/stage1/clang++`` - Same as above. 143 144 From here, you can build whatever targets you need. 145 146 .. note:: 147 You may see warnings about a mismatched profile in the build output. These 148 are generally harmless. To silence them, you can add 149 ``-DCMAKE_C_FLAGS='-Wno-backend-plugin' 150 -DCMAKE_CXX_FLAGS='-Wno-backend-plugin'`` to your CMake invocation. 151 152 153Congrats! You now have a Clang built with profile-guided optimizations, and you 154can delete all but the final build directory if you'd like. 155 156If this worked well for you and you plan on doing it often, there's a slight 157optimization that can be made: LLVM and Clang have a tool called tblgen that's 158built and run during the build process. While it's potentially nice to build 159this for coverage as part of step 3, none of your other builds should benefit 160from building it. You can pass the CMake options 161``-DCLANG_TABLEGEN=/path/to/stage1/bin/clang-tblgen 162-DLLVM_TABLEGEN=/path/to/stage1/bin/llvm-tblgen`` to steps 2 and onward to avoid 163these useless rebuilds. 164