Scala.IO logo

The Scala and FPL friendly event in Paris!

October 24th and 25th, 2013. Paris, France

Extreme speedups and GPGPU: a tale of two practical uses of reified trees.

With macros introduced experimentally in Scala 2.10, the sky is the limit for compiler hackers and libraries writers: it is trivial to access and modify sources during compilation, and so is it to retain ASTs for use during runtime (process known as reification).

In this talk I will present how to make a practical use of reified trees in Scala, with two applications: run-time (re)compilation for extreme speed, and conversion to another language (OpenCL, which runs on graphic cards). First, I will explain how a careful handling of captures and composition of reified trees makes it possible to recompile dynamically-assembled trees at runtime, with aggressive optimizations that cannot be achieved statically (see Scalaxy/Reified). I will then show how these reified trees can be used to rewrite and improve ScalaCL, a library that enables seamless GPGPU programming (“runs Scala on graphic cards”).

More info

Event type: Session (24 minutes)


Location: Room 1

Date / Time: Thursday 14:15 - 15:00

Add Event in my Google Calendar


Olivier Chafik