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by consteval 608 days ago
While this is true, the most effective optimizations you don't do yourself. The compiler or runtime does it. They get the low-hanging fruit. You can further optimize yourself, but unless your design is fundamentally bad, you're gonna be micro-optimizing.

gcc -O0 and -O2 has a HUGE performance gain. We don't really have anything to auto-magically do this for models, yet. Compilers are intimately familiar with x86.

1 comments

While the compiler is decent at producing code that is good in terms of saturating the instruction pipeline, there are many things the compiler simply can't help you with.

Having cache friendly memory access patterns is perhaps the biggest one. Though automatic vectorization is also still not quite there, so in cases where there's a severe bottleneck, doing that manually may still considerably improve performance, if the workload is vectorizable.