I wonder if we will soon be able to apply these techniques to general compiler optimizations, would love to see which crazy optimizations we are leaving on the table there.
this post was submitted on 08 Jun 2023
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I work quite close to these topics and the computational complexity of compiler optimization is harder than sorting algorithms. And while I’ve seen ML develop heuristics for combinatorial logic, pushdown automata and Turning machines are still too complex. Though we’re approaching pushdown automata already. I think ML driven compiler optimizations are at least 10 years away. Likely more.