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By introducing a @Parallel annotation, loops can be annotated as parallel. An extra compilation can then offload these to NVIDIA CUDA compatible graphics cards. Data transfers are handled automatically, and no CUDA C code has to be written explicitly. A full dissertation about this is available: Peter Calvert: Parallelisation of Java for Graphics Processors. Part II Dissertation, Computer Science Tripos, University of Cambridge June 2010. AMD's APARAPI project attempts to achieve very similar go