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I’m Takashi Kokubun (@k0kubun), a Staff Developer at Shopify who works on optimizing YJIT full-time, which is Ruby’s production-grade JIT compiler written in Rust. While I work solely on YJIT during my work hours, I’ve also maintained another JIT in Ruby, MJIT, in my spare time. This year, I proposed to change the MJIT’s design to simplify the Ruby VM, which will ultimately make the YJIT developme
I’ve wondered Why Rails becomes slow with JIT for a long time. Today, I’m pleased to share my answer to the question in this article, which I spent three years of my life to figure out. RubyKaig 2018 / The Method JIT Compiler for Ruby 2.6"MJIT Does Not Improve Rails Performance"As I wrote in Ruby 3.0.0 Release Note and my previous post, we thought: it is still not ready for optimizing workloads li
TL;DRRuby 3.0 JIT is the fastest JIT ever for MRI. However, despite Ruby 3.0's big improvement in reducing i-cache misses, it's still not ready for optimizing Rails applications. Stay tuned for Ruby 3.1. "Is Ruby 3 Actually Three Times Faster?"Ruby 3 is indeed 3x faster than Ruby 2.0 in a Ruby 3x3 benchmark, Optcarrot: https://www.ruby-lang.org/en/news/2020/12/25/ruby-3-0-0-released/As proposed by
TL;DRWe focused to improve Rails application performance in Ruby 2.7 JIT, but the last year's assumption was wrong and Ruby 2.7 JIT didn't meet the goal. We'll change the approach for it in Ruby 3.0. Ruby 2.7 is released!Merry Christmas! The new Ruby is out. As I've sometimes promised to make performance improvements in Ruby 2.7 JIT, let me explain how it went. See also The method JIT compiler for
In early 2018, Ruby core team merged JIT compiler infrastructure called “MJIT”, which is created by Vladimir Makarov and uses C compiler to generate native code and loads a shared object file dynamically, along with my JIT compiler that is implemented on MJIT and Ruby 2.5-compatible Virtual Machine. Fortunately my effort has not been reverted, so it will be officially released next week! Over 10 m
My benchmark tool development was accepted as a Ruby Association Grant 2017 project and completed on March 21st. I’ll show you the details of the project. benchmark_driver.gem's example usage that outputs a graph: Project SummaryHere is a copy of the project summary which I sent to Ruby Association: This project aims to improve benchmark_driver.gem, which is built to compare performance of differe
This month, I merged the Ruby's first JIT compiler. As it isn't ultra-fast yet, I haven't shared it deeply until the conference. But some of you guys kindly wrote great articles about it. Playing with ruby's new JIT: MJITRuby's New JITProbably they are easier to understand than my article. But I found several things to point out or announce. So I decided to write this article. What's "MJIT"?Let me
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