Postdoc: AI-Driven HPC Code Transformations & Tuning

1000scholars; Talence; Presencial; EUR 42.000 - 54.000; Jornada completa

Descripción de la vacante

1000scholars in Talence (France) invites a postdoctoral researcher to advance OpenMP and SIMD transformations using LLMs, aiming for semantic equivalence with original codes and high-performance outcomes.

You will build an LLM-driven transformation workflow, assess correctness with lightweight tests, and extend the scope of codes and transformations while considering the broader computing stack, CORHPEX, and real workloads.

Formación

• Experience in AI techniques, HPC, autotuning, performance evaluation and statistical methods.
• Ability to conduct research projects with initiative and autonomy.
• Strong English communication skills.

Responsabilidades

• Build a basic SIMD code transformation workflow with LLMs.
• Develop infrastructure to assess semantic equivalence with respect to the original code.
• Expand the scope of codes and transformations, considering hardware manuals.
• Contextualize impact of code transformations on the entire computing stack.

Conocimientos

AI techniques

HPC

Autotuning

Performance evaluation

Statistical methods

Descripción del empleo

1000scholars in Talence (France) invites a postdoctoral researcher to advance OpenMP and SIMD transformations using LLMs, aiming for semantic equivalence with original codes and high-performance outcomes.

You will build an LLM-driven transformation workflow, assess correctness with lightweight tests, and extend the scope of codes and transformations while considering the broader computing stack, CORHPEX, and real workloads.