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SPOC: GPGPU Programming with OCaml

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If you have a question about this talk, please contact Eiko Yoneki.

Currently, General purpose (GP)GPU programming is a popular solution to achieve high performance. It couples inexpensive highly parallel computing units with classic CPUs. These heterogenous systems lead to complex designs combining multiple paradigms and programming languages to manage each hardware architecture. In this talk I will present a set of tools to harness GPGPU programming through the OCaml programming language. I will describe the SPOC library, which allows to handle GPGPU subprograms (kernels) and data transfers between devices. Then, I will show how SPOC expresses GPGPU kernels: through interoperability with common low-level extensions (from Cuda and OpenCL frameworks) but also via an embedded DSL for OCaml. Finally, I will present how to manage those kernels through parallel skeletons with SPOC .

This talk is part of the Computer Laboratory Systems Research Group Seminar series.

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