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==== '''Serial Results''' ====
[[File:Pi_serial_results.jpg|border]]
==== '''Conclusion''' ====
As the sample count increases, the execution time of the program also increases. The Big-O Classification for ''pi_serial'' is O(1).
==== '''Conclusion''' ====
Using CUDA technology and parallelizing the serial code in the original code, there is an enormous increase in performance (lower execution time) to calculate , as high as 1372%. In the next (final) phase, an attempt to investigate if shared memory, optimal memory allocation, minimizing said memory access time, and other optimization factors would provide a further increase (lower execution time) in performance for ''pi_cuda''.
