JIT: map uops with code generated by the JIT
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Descripción
Feature or enhancement
Proposal:
This is a follow up feature of https://github.com/python/cpython/issues/117958. That feature exposes just the bare JIT Code of the executor object.
To improve the debug experience of the JIT implementation, a map between the UOp and the generated code should be implemented.
@brandtbucher suggested the following in his comment
Hello, thanks for the PR! It certainly does the job of capturing the machine code generated by the JIT but I was hoping to have a map between the uop byte code and the related machine code similarly to what I was envisaging here
So, I've thought about this, and it should be possible with a couple of tweaks.
Basically, this current PR returns a byte string, which consists of the code for each instruction in sequence, followed by the auxiliary data for each instruction in sequence.
Meaning, for a trace of:
[A, B, C, D]It returns:
b"".join([<A code>, <B code>, <C code>, <D code>, <A data>, <B data>, <C data>, <D data>, <padding>])However, the executor knows the uops that make up its trace. If we
#include "jit_stencils.h", we should be able to usestencil_groups[instruction->opcode].code.body_sizeandstencil_groups[instruction->opcode].data.body_sizeto compute these chunks.Maybe @tonybaloney and @diegorusso can confirm, but it seems like the most useful info to return would be a 3-tuple of base address, a list of code byte strings (corresponding to uops) and a list of data byte strings (again, corresponding to uops).
So, for the above example, the return value would be:
( <base address>, [<A code>, <B code>, <C code>, <D code>], [<A data>, <B data>, <C data>, <D data>], )(I think base address is needed for some absolute addressing that we use in places.)
So each of the code or data lists can be
zip'd with the executor to map them to individual uops. And if I want the raw string of data that this PR returns now, I can just take this tuple and dob"".join(result[1] + result[2]).Would this meet everyone's needs, or am I overthinking it? Even though it's internal, I don't want to tweak this too much after the beta freeze on Monday, so I'm leaning towards providing more information rather than less.
Originally posted by @brandtbucher in https://github.com/python/cpython/issues/117959#issuecomment-2088028660
Has this already been discussed elsewhere?
I have already discussed this feature proposal on Discourse
Links to previous discussion of this feature:
https://discuss.python.org/t/jit-mapping-bytecode-instructions-and-assembly/50809
Guía de contribución
Primeros pasos
- Lee el issue completo y luego la guía de contribución del proyecto.
- Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
- Haz un fork del repositorio y trabaja en una rama.
- Abre un pull request que haga referencia al número del issue.
Línea de trabajo
Comienza leyendo los issues relacionados 117958 y 117959, la discusión de Discourse y jit_stencils.h. Traza cómo el executor expone su código JIT y cómo stencil_groups proporciona los tamaños del código y los datos. Se considera terminado cuando se expongan una dirección base y listas de cadenas de bytes de código y datos por uop que puedan asociarse de vuelta con los uops del executor.
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Evaluación
- Stack tecnológico
- c, python
- Área
- compilers
- Tipo de issue
- Nueva funcionalidad
- Dificultad
- 5/5
- Tiempo estimado
- Más de una semana
- Estado de actividad
- Estancado
- Claridad
- Bastante claro
- Aptitud para principiantes
- 25/100