There are cases where you know that a certain floating-point expression will always be non-negative. For example, when computing the length of a vector, one does sqrt(a[0]*a[0] + ... + a[N-1]*a[N-1])
(NB: I am aware of std::hypot
, this is not relevant to the question), and the expression under the square root is clearly non-negative. However, GCC outputs the following assembly for sqrt(x*x)
:
mulss xmm0, xmm0 pxor xmm1, xmm1 ucomiss xmm1, xmm0 ja .L10 sqrtss xmm0, xmm0 ret .L10: jmp sqrtf
That is, it compares the result of x*x
to zero, and if the result is non-negative, it does the sqrtss
instruction, otherwise it calls sqrtf
.
So, my question is: how can I force GCC into assuming that x*x
is always non-negative so that it skips the comparison and the sqrtf
call, without writing inline assembly?
I wish to emphasize that I am interested in a local solution, and not doing things like -ffast-math
, -fno-math-errno
, or -ffinite-math-only
(though these do indeed solve the issue, thanks to ks1322, harold, and Eric Postpischil in the comments).
Furthemore, "force GCC into assuming x*x
is non-negative" should be interpreted as assert(x*x >= 0.f)
, so this also excludes the case of x*x
being NaN.
I am OK with compiler-specific, platform-specific, CPU-specific, etc. solutions.
Turning on optimization flags makes the compiler attempt to improve the performance and/or code size at the expense of compilation time and possibly the ability to debug the program. The compiler performs optimization based on the knowledge it has of the program.
-Ofast enables all -O3 optimizations. It also enables optimizations that are not valid for all standard-compliant programs. It turns on -ffast-math, -fallow-store-data-races and the Fortran-specific -fstack-arrays, unless -fmax-stack-var-size is specified, and -fno-protect-parens.
-O2 Optimize even more. GCC performs nearly all supported optimizations that do not involve a space-speed tradeoff. The compiler does not perform loop unrolling or function inlining when you specify -O2. As compared to -O, this option increases both compilation time and the performance of the generated code.
Using -march=native enables all instruction subsets supported by the local machine (hence the result might not run on different machines). Using -mtune=native produces code optimized for the local machine under the constraints of the selected instruction set.
You can write assert(x*x >= 0.f)
as a compile-time promise instead of a runtime check as follows in GNU C:
#include <cmath> float test1 (float x) { float tmp = x*x; if (!(tmp >= 0.0f)) __builtin_unreachable(); return std::sqrt(tmp); }
(related: What optimizations does __builtin_unreachable facilitate? You could also wrap if(!x)__builtin_unreachable()
in a macro and call it promise()
or something.)
But gcc doesn't know how to take advantage of that promise that tmp
is non-NaN and non-negative. We still get (Godbolt) the same canned asm sequence that checks for x>=0
and otherwise calls sqrtf
to set errno
. Presumably that expansion into a compare-and-branch happens after other optimization passes, so it doesn't help for the compiler to know more.
This is a missed-optimization in the logic that speculatively inlines sqrt
when -fmath-errno
is enabled (on by default unfortunately).
-fno-math-errno
, which is safe globallyThis is 100% safe if you don't rely on math functions ever setting errno
. Nobody wants that, that's what NaN propagation and/or sticky flags that record masked FP exceptions are for. e.g. C99/C++11 fenv
access via #pragma STDC FENV_ACCESS ON
and then functions like fetestexcept()
. See the example in feclearexcept
which shows using it to detect division by zero.
The FP environment is part of thread context while errno
is global.
Support for this obsolete misfeature is not free; you should just turn it off unless you have old code that was written to use it. Don't use it in new code: use fenv
. Ideally support for -fmath-errno
would be as cheap as possible but the rarity of anyone actually using __builtin_unreachable()
or other things to rule out a NaN input presumably made it not worth developer's time to implement the optimization. Still, you could report a missed-optimization bug if you wanted.
Real-world FPU hardware does in fact have these sticky flags that stay set until cleared, e.g. x86's mxcsr
status/control register for SSE/AVX math, or hardware FPUs in other ISAs. On hardware where the FPU can detect exceptions, a quality C++ implementation will support stuff like fetestexcept()
. And if not, then math-errno
probably doesn't work either.
errno
for math was an old obsolete design that C / C++ is still stuck with by default, and is now widely considered a bad idea. It makes it harder for compilers to inline math functions efficiently. Or maybe we're not as stuck with it as I thought: Why errno is not set to EDOM even sqrt takes out of domain arguement? explains that setting errno in math functions is optional in ISO C11, and an implementation can indicate whether they do it or not. Presumably in C++ as well.
It's a big mistake to lump -fno-math-errno
in with value-changing optimizations like -ffast-math
or -ffinite-math-only
. You should strongly consider enabling it globally, or at least for the whole file containing this function.
float test2 (float x) { return std::sqrt(x*x); }
# g++ -fno-math-errno -std=gnu++17 -O3 test2(float): # and test1 is the same mulss xmm0, xmm0 sqrtss xmm0, xmm0 ret
You might as well use -fno-trapping-math
as well, if you aren't ever going to unmask any FP exceptions with feenableexcept()
. (Although that option isn't required for this optimization, it's only the errno
-setting crap that's a problem here.).
-fno-trapping-math
doesn't assume no-NaN or anything, it only assumes that FP exceptions like Invalid or Inexact won't ever actually invoke a signal handler instead of producing NaN or a rounded result. -ftrapping-math
is the default but it's broken and "never worked" according to GCC dev Marc Glisse. (Even with it on, GCC does some optimizations which can change the number of exceptions that would be raised from zero to non-zero or vice versa. And it blocks some safe optimizations). But unfortunately, https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54192 (make it off by default) is still open.
If you actually ever did unmask exceptions, it might be better to have -ftrapping-math
, but again it's very rare that you'd ever want that instead of just checking flags after some math operations, or checking for NaN. And it doesn't actually preserve exact exception semantics anyway.
See SIMD for float threshold operation for a case where the -ftrapping-math
default incorrectly blocks a safe optimization. (Even after hoisting a potentially-trapping operation so the C does it unconditionally, gcc makes non-vectorized asm that does it conditionally! So not only does GCC block vectorization, it changes the exception semantics vs. the C abstract machine.) -fno-trapping-math
enables the expected optimization.
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