Discussed the results from the following set of tests and concluded that there is not much other work that can be done on this area at this time. http://10004794-honours-project.blogspot.co.uk/2014/03/streams-vs-device-functions-2.html
All that is really left to do is test the parallel implementation on the 5 test maps and then continue writing up the results. This week will most likely be the final week of coding for the project.
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