Comment by Remnant44

There are many situations where your data is essentially _majority_ unaligned. Considerable effort by the hardware guys has gone into making that situation work well.

A great example would be a convolution-kernel style code - with AVX512 you are using 64 bytes at a time (a whole cacheline), and sampling a +- N element neighborhood around a pixel. By definition most of those reads will be unaligned!

A lot of other great use cases for SIMD don't let you dictate the buffer alignment. If the code is constrained by bandwidth over compute, I have found it to be worth doing a head/body/tail situation where you do one misaligned iteration before doing the bulk of the work in alignment, but honestly for that to be worth it you have to be working almost completely out of L1 cache which is rare... otherwise you're going to be slowed down to L2 or memory speed anyways, at which point the half rate penalty doesn't really matter.

The early SSE-style instructions often favored making two aligned reads and then extracting your sliding window from that, but there's just no point doing that on modern hardware - it will be slower.

With the older microarchitectures there was a large penalty for crossing a cache line with AVX-512. In some cases, the performance could be worse than AVX2!

In older microarchitectures like Ice Lake it was pretty bad, so you wanted to avoid unaligned loads if you could. This penalty has rapidly shrunk across subsequent generations of microarchitectures. The penalty is still there but on recent microarchitectures it is small enough that the unaligned case often isn't a showstopper.

The main reason to use aligned loads in code is to denote cases where you expect the address to always be aligned i.e. it should blow up if it isn't. Forcing alignment still makes sense if you want predictable, maximum performance but it isn't strictly necessary for good performance on recent hardware in the way it used to be.

AVX doesn't require alignment of any memory operands, with the exception of the specific load aligned instruction. So you/the compiler are free to use the reg,mem form interchangibly with unaligned data.

The penalty on modern machines is an extra cycle of latency and, when crossing a cacheline, half the throughput (AVX512 always crosses a cacheline since they are cacheline sized!). These are pretty mild penalties given what you gain! So while it's true that peak L1 cache performance is gained when everything is aligned.. the blocker is elsewhere for most real code.