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The Boost Compute library provides a C++ interface to multi-core CPU and GPGPU computing platforms based on OpenCL. It provides a high-level, STL-like API and is portable to a wide variety of parallel accelerators including GPUs, FPGAs, and multi-core CPUs. This talk will give an overview of the library and demonstrate how to write and execute high-performance C++ applications on SHARCNET clusters.