python / python/cpython

JIT x Free-Threading

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interpreter-core topic-free-threading topic-JIT type-feature
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描述

Feature or enhancement

Proposal:

This provides an alternative design to https://github.com/python/cpython/issues/133171. I have a branch where all tests (including FT) pass.

Part 1:
For the first and simplest part, we could add a watcher/callback to thread creation. When multiple threads are created, we simply invalidate the executor as _CHECK_VALIDITY fails.

This means single threaded code gets all the benefits of JIT in the future, while multi-threaded code will lose all the benefits. However, both can coexist at the same time in the same build. We will finally get JIT + FT in a limited form. Pending part 2.

Part 2:
If we detect multiple threads are running, we turn off the non-thread safe optimizations, and redo the trace with those optimizations off. If we detect only a single thread, we follow part 1 and run till we get invalidated. This allows single threaded code to run faster, while multi-threaded code will run a little slower. Note that all optimizations I've proposed for the JIT in the past 6 months and in the future are FT safe (in theory. whether they are implemented in practice is different).

Together, part 1 and part 2 get the best of both worlds: for single-threaded code, we get max performance, even recovering some of the perf single-threaded perf lost from FT. In part 2, we get max compatibility with multiple threads.

We need both parts to get the max perf out of the JIT on FT.

Follow-up after this:

  • Lock/unlock removal in FT code.
Has this already been discussed elsewhere?

No response given

Links to previous discussion of this feature:

https://github.com/python/cpython/issues/133171

Linked PRs
  • gh-141595

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调研方向

首先阅读 issue 133171 中链接的讨论,以及 PR 141595 中的相关工作。该提案没有指定文件或测试;要完成它,需要就 JIT 和 free-threading 两个部分达成一致并加以实现,随后运行完整的测试套件,包括 free-threading 测试。

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评估

技术栈
python
领域
compilers, performance
Issue 类型
功能
难度
5/5
预计耗时
一周以上
活跃度
停滞
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需要澄清
新手友好度
20/100

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