[jeremiep]

When you realize the compiler's optimizations only account for about 10% of the total program's performance you find that the other 90% is entirely up to the programmer.

Architecture, data structures, batching operations, memory locality, and a bunch of other metrics are all concepts the compiler can't really help you with whatsoever and they have a much larger impact on performance than the 10% the compiler is actually able to optimize.

The problem is that either programmers don't care, or they can't make the distinction between premature optimizations and architecture planning.

[MaxBarraclough]

You're right to emphasise good data-structures and algorithms (also concurrency, parallelism, etc), but compiler optimisation is nothing to sneeze at. '10%' is laughably off-base.

From a quick google: compiler optimisation can accelerate CPU-bound code to over 5x the unoptimised performance. https://www.phoronix.com/scan.php?page=article&item=clang-gc...

[jeremiep]

They seem to be benchmarking very specific things and not actual applications. These numbers do not hold in the real world.

[emodendroket]

In a sense you're right, but hand-tuning assembly is kind of an orthogonal problem to determining whether you're using the right algorithms and data structures.

[steveklabnik]

Where do you get that 90/10 split from? Just curious.

[jeremiep]

Talks from Mike Acton and Scott Meyers, specifically "Data-Driven Development" and "CPU Caches and why you should care" respectively.

I forgot exactly where I got that number, but it's been a pretty good metric so far.

In a nutshell; the compiler is great a micro-optimizations and absolutely terrible at macro-optimizations. The former will get you a few percent of perf boosts while the later usually results in orders of magnitudes of performance gains.

Its near impossible to apply macro-optimizations at the end of a project without massive refactors.

[steveklabnik]

Cool, I'll check those out, thank you!

[Narishma]

I believe the 10/90 number may be from this talk, though I don't have time to rewatch it to confirm: https://www.youtube.com/watch?v=rX0ItVEVjHc