Machine Learning in Compiler Optimisation — mentioned by p1esk

Thu, 16 Jul 2020 05:23:34 GMT

People use ML for pretty much anything these days, including compiling programs [1] and encoding videos [2] [1] https://arxiv.org/abs/1805.03441 [2] https://arxiv.org/abs/1904.12462

Paper and discussion history. A mention is not an endorsement.

Machine Learning in Compiler Optimisation — mentioned by deepnotderp

Mon, 20 Jan 2020 21:52:38 GMT

This is as good an overview as any: https://arxiv.org/pdf/1805.03441.pdf In general we can afford to treat the problem as a search problem since our kernels are small enough. Here there is a lot of stuff that ML aided stochastic search is amazing at compared to normal compilers and even in some cases human hand optimized assembly (!).

Paper and discussion history. A mention is not an endorsement.

Machine Learning in Compiler Optimisation · HackerPapers discussions

Machine Learning in Compiler Optimisation — mentioned by p1esk

Machine Learning in Compiler Optimisation — mentioned by deepnotderp