Sun 18 Jun 2023 14:30 - 15:00 at Magnolia 6 - ARRAY: Session 3 Chair(s): Mary Sheeran

We present OptiTrust, an interactive framework for optimizing general-purpose C code via series of programmer-guided, source-to-source transformations. Optimization steps are described in transformation scripts, expressed as OCaml programs. At every step, the programmer may interactively visualize the effect of the transformation as the difference between two pieces of human-readable C code. OptiTrust has been previously employed to optimize numerical simulation code. In this work, we showcase how to use OptiTrust to optimize matrix multiplication. We compare against TVM, which also relies on programmer guidance, but which restricts the input language and lacks easily readable feedback.

slides (slides.pdf)1.30MiB

Sun 18 Jun

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14:00 - 15:30
ARRAY: Session 3ARRAY at Magnolia 6
Chair(s): Mary Sheeran Chalmers

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14:00
30m
Talk
HERO-ML: A Very High-Level Array Language for Executable Modelling of Data Parallel Algorithms
ARRAY
Bjorn Lisper Malardalen University, Linus Källberg Mälardalen University
DOI
14:30
30m
Talk
OptiTrust: an Interactive Optimization Framework
ARRAY
Thomas Koehler INRIA, Arthur Charguéraud Inria; Université de Strasbourg; CNRS; ICube, Begatim Bytyqi Inria, Damien Rouhling Inria, Yann Barsamian Ecole Européenne de Bruxelles
Pre-print File Attached
15:00
30m
Talk
Polymorphic Types with Polynomial Sizes
ARRAY
Jean-Louis Colaço ANSYS, Baptiste Pauget ANSYS/Inria, Marc Pouzet École normale supérieure
DOI