llvm-project 14 will be released soon. I added some lld/ELF notes to https://github.com/llvm/llvm-project/blob/release/14.x/lld/docs/ReleaseNotes.rst. Here I will elaborate on some changes.

• --export-dynamic-symbol-list has been added. (D107317) When I added --export-dynamic-symbol to GNU ld, H.J. Lu asked me to add this option. I asked myself whether this was necessary but then realized this may help deprecate --dynamic-list in the long term. --dynamic-list is confusing. It has a different semantics for executables and shared objects. The symbolic intention for shared objects isn't clear.
• --why-extract has been added to query why archive members/lazy object files are extracted. (D109572) This was a long missing feature from ld.lld -Map. I picked a separate option because I realized that this need is often orthogonal to input section to output section map.
• If -Map is specified, --cref will be printed to the specified file. (D114663) A linker's stdout output is often interleaved with different information, so being able to redirect a piece of information to a file is useful. I think it would be nice if GNU ld had --cref=<file> and not reused -Map.
• -z bti-report and -z cet-report are now supported. (D113901)
• --lto-pgo-warn-mismatch has been added. (D104431)
• Archives without an index (symbol table) are now supported and work with --warn-backrefs. One may build such an archive with llvm-ar rcS [--thin] to save space. (D117284) In 15.0.0, the archive symbol table will be entirely ignored. Archives and --start-lib has more context.
• No longer deduplicate local symbol names at the default optimization level of -O1. This results in a larger .strtab (usually less than 1%) but a faster link time. Use optimization level -O2 to restore the deduplication. In 15.0.0, the -O2 deduplication is dropped to help parallel .symtab write.
• In relocatable output, relocations to discarded symbols now use tombstone values. (D116946)
• --compress-debug-sections=zlib is now run in parallel. {clang,gcc} -gz link actions are significantly faster. (D117853) Compressed debug sections#linkers has more context.
• "relocation out of range" diagnostics and a few uncommon diagnostics now report an object file location beside a source file location. (D112518)
• The write of .rela.dyn and SHF_MERGE|SHF_STRINGS sections (e.g. .debug_str) is now run in parallel.

Linker script changes:

• Orphan section placement now picks a more suitable segment. Previously the algorithm might pick a read-only segment for a writable orphan section and make the segment writable. (D111717)
• An empty output section moved by an INSERT comment now gets appropriate flags. (D118529)
• Negation in a memory region attribute is now correctly handled. (D113771)

Architecture specific changes:

• The AArch64 port now supports adrp+ldr and adrp+add optimizations. --no-relax can suppress the optimization. This is a time that ld.lld gets an optimization (for the linked output) earlier than GNU ld. (D112063) (D117614)
• The x86-32 port now supports TLSDESC (-mtls-dialect=gnu2). (D112582)
• The x86-64 port now handles non-RAX/non-adjacent R_X86_64_GOTPC32_TLSDESC and R_X86_64_TLSDESC_CALL (-mtls-dialect=gnu2). (D114416)
• The x86-32 and x86-64 ports now support mixed TLSDESC and TLS GD, i.e. mixing objects compiled with and without -mtls-dialect=gnu2 referencing the same TLS variable is now supported. (D114416)
• For x86-64, --no-relax now suppresses R_X86_64_GOTPCRELX and R_X86_64_REX_GOTPCRELX GOT optimization (D113615)
• R_X86_64_PLTOFF64 is now supported. (D112386)
• R_AARCH64_NONE, R_PPC_NONE, and R_PPC64_NONE in input REL relocation sections are now supported.

Breaking changes

• e_entry no longer falls back to the address of .text if the entry symbol does not exist. Instead, a value of 0 will be written. (D110014)
• --lto-pseudo-probe-for-profiling has been removed. In LTO, the compiler enables this feature automatically. (D110209)
• Use of --[no-]define-common, -d, -dc, and -dp will now get a warning. They will be removed or ignored in 15.0.0. (llvm-project#53660 <https://github.com/llvm/llvm-project/issues/53660>_)

Speed

(Compared with glibc malloc, linking against libmimalloc.a is 1.12x as fast.) I use a -DCMAKE_BUILD_TYPE=Release -DCMAKE_EXE_LINKER_FLAGS=-Wl,--push-state,$HOME/Dev/mimalloc/out/release/libmimalloc.a,--pop-state -DLLVM_ENABLE_PROJECTS='clang;lld' -DLLVM_TARGETS_TO_BUILD=X86 -fno-pic -no-pie build. The host compiler is a close-to-main clang. Both input and output is in tmpfs.

I have made dozens of changes scattering across the lld/ELF codebase to improve performance, e.g.

Linking a -DCMAKE_BUILD_TYPE=Release -DLLVM_ENABLE_ASSERTIONS=ON build of clang:

% hyperfine --warmup 2 --min-runs 16 "numactl -C 20-27 "/tmp/llvm-{13,14}/out/release/bin/ld.lld" @response.txt --threads=8"
Benchmark 1: numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      1.133 s ±  0.007 s    [User: 1.277 s, System: 0.436 s]
  Range (min … max):    1.119 s …  1.142 s    16 runs

Benchmark 2: numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      1.003 s ±  0.012 s    [User: 1.286 s, System: 0.439 s]
  Range (min … max):    0.988 s …  1.025 s    16 runs

Summary
  'numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8' ran
    1.13 ± 0.01 times faster than 'numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8'

0.04s of the saving is credited to the removal of .strtab deduplication. (--threads=2 => 1.16x, --threads=2 => 1.17x)

Linking a -DCMAKE_BUILD_TYPE=Debug build of clang:

% hyperfine --warmup 2 --min-runs 16 "numactl -C 20-27 "/tmp/llvm-{13,14}/out/release/bin/ld.lld" @response.txt --threads=8"
Benchmark 1: numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      5.237 s ±  0.032 s    [User: 8.976 s, System: 1.831 s]
  Range (min … max):    5.194 s …  5.288 s    16 runs

Benchmark 2: numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      4.480 s ±  0.024 s    [User: 8.674 s, System: 1.756 s]
  Range (min … max):    4.442 s …  4.522 s    16 runs

Summary
  'numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8' ran
    1.17 ± 0.01 times faster than 'numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8'

(--threads=1 => 1.05x, --threads=2 => 1.09x)

Linking a -DCMAKE_BUILD_TYPE=RelWithDebInfo build of clang:

% hyperfine --warmup 2 --min-runs 16 "numactl -C 20-27 "/tmp/llvm-{13,14}/out/release/bin/ld.lld" @response.txt --threads=8"
Benchmark 1: numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      1.520 s ±  0.017 s    [User: 3.797 s, System: 1.210 s]
  Range (min … max):    1.479 s …  1.545 s    16 runs

Benchmark 2: numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      1.101 s ±  0.012 s    [User: 3.679 s, System: 1.244 s]
  Range (min … max):    1.084 s …  1.125 s    16 runs

Summary
  'numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8' ran
    1.38 ± 0.02 times faster than 'numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8'

(--threads=2 => 1.16x) 0.13s of the saving is credited to parallel write of .debug_str. 0.08s is credited to not using posix_fallocate. More is credited to optimized computation and sort of .rela.dyn.

Linking a default build of chrome:

% hyperfine --warmup 2 --min-runs 16 "numactl -C 20-27 "/tmp/llvm-{13,14}/out/release/bin/ld.lld" @response.txt --threads=8"
Benchmark 1: numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      8.017 s ±  0.042 s    [User: 7.440 s, System: 3.238 s]
  Range (min … max):    7.946 s …  8.089 s    16 runs

Benchmark 2: numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8
  Time (mean ± σ):      6.857 s ±  0.052 s    [User: 6.921 s, System: 3.006 s]
  Range (min … max):    6.796 s …  6.982 s    16 runs

Summary
  'numactl -C 20-27 /tmp/llvm-14/out/release/bin/ld.lld @response.txt --threads=8' ran
    1.17 ± 0.01 times faster than 'numactl -C 20-27 /tmp/llvm-13/out/release/bin/ld.lld @response.txt --threads=8'

Memory usage

I have made some changes decreasing sizeof(SymbolUnion) and sizeof(InputSection). There is a 1~2% decrease for some programs with several malloc implementations.

ThinLTO application will see more reduction. lld uses file-backed mmap to read input files. For ThinLTO indexing, the page buffers are nearly unused after symbol resolution. I have changed lld to call madvise(MADV_DONTNEED) to overlap the page buffer memory with the memory allocated by LTO library (mostly ThinLTO import and export lists): https://reviews.llvm.org/D116367. This change led to a 16% reduction when linking a large executable.

I have made another change that changed the -–start-lib code path to cache the symbol interning result, which led to 0.6% reduction: https://reviews.llvm.org/D116390.

Executable size

I have audited commits by others. Almost all have nearly no size difference or slightly increase code size. I have made some patches which improve flexibility and increase code size, but a dozen which decreases the code size. In a -DCMAKE_BUILD_TYPE=Release -DCMAKE_C_COMPILER=clang -DCMAKE_CXX_COMPILER=clang++ builds,

% stat -c %s llvm-13/out/release/lib/../tools/lld/ELF/CMakeFiles/lldELF.dir/**/*.o | awk '{s+=$1}END{print s}'
6490096
% stat -c %s llvm-14/out/release/lib/../tools/lld/ELF/CMakeFiles/lldELF.dir/**/*.o | awk '{s+=$1}END{print s}'
5177744

Thoughts

mold 1.1 was just released. People who wonder about lld's performance can check out Why isn't ld.lld faster?.

If one module consists of N features, the time complexity incrementally updating this module may be more than O(N), because the N features may interact and result in more than linear edges (though possibly still smaller than O(N^2)). This rule applies to introducing multi-threading to ld.lld's symbol processing.