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Friday, March 18 • 16:30 - 17:10
How Polyhedral Modeling enables compilation to Heterogeneous Hardware

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Polly, as a polyhedral loop optimizer for LLVM, is not only a sophisticated tool for data locality optimizations, but also has precise information about loop behavior that can be used to automatically generate accelerator code.

In this presentation we present a set of new Polly features that have been introduced throughout the last two years (and as part of two GSoC projects) that enable the use of Polly in the context of compilation for heterogeneous systems. As part of this presentation we discuss how we use Polly to derive the precise memory footprints of compute regions for both flat arrays as well as multi-dimensional arrays of parametric size. We then present a new, high-level interface that allows for the automatic remapping of memory access functions to new locations or data-layouts and show how this functionality can be used to target software managed caches. Finally, we present our latest results in terms of automatic PTX/CUDA code generation using Polly as a core component.


Speakers
TG

Tobias Grosser

ETH Zurich


Friday March 18, 2016 16:30 - 17:10
Lleida

Attendees (12)