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SCHEDULE: NOV 12-18, 2011

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Liszt: A Domain Specific Language for Building Portable Mesh-based PDE Solvers

SESSION: Domain Specific Languages


TIME: 10:30AM - 11:00AM

AUTHOR(S):Zachary DeVito, Niels Joubert, Francisco Palacios, Stephen Oakley, Montserrat Medina, Mike Barrientos, Erich Elsen, Frank Ham, Alex Aiken, Karthik Duraisamy, Eric Darve, Juan Alonso, Pat Hanrahan


Heterogeneous computers with processors and accelerators are becoming widespread in scientific computing. However, it is difficult to program hybrid architectures and there is no commonly accepted programming model. Ideally, applications should be written in a way that is portable to many platforms, but providing this portability for general programs is a hard problem. By restricting the class of programs considered, we can make this portability feasible. We present Liszt, a domain-specific language for constructing mesh-based PDE solvers. We introduce language statements for interacting with an unstructured mesh, and storing data at its elements. Program analysis of these statements enables our compiler to expose the parallelism, locality, and synchronization of Liszt programs. Using this analysis, we generate applications for multiple platforms: a cluster, an SMP, and a GPU. This approach allows Liszt applications to perform within 12% of hand-written C++, scale to large clusters, and experience order-of-magnitude speedups on GPUs.

Chair/Author Details:

Zachary DeVito - Stanford University

Niels Joubert - Stanford University

Francisco Palacios - Stanford University

Stephen Oakley - Stanford University

Montserrat Medina - Stanford University

Mike Barrientos - Stanford University

Erich Elsen - Stanford University

Frank Ham - Stanford University

Alex Aiken - Stanford University

Karthik Duraisamy - Stanford University

Eric Darve - Stanford University

Juan Alonso - Stanford University

Pat Hanrahan - Stanford University

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The full paper can be found in the ACM Digital Library

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