By implementing this kernel, the process time of the blur effect had made a significant improvement, compared to it's serial counter-part as illustrated in the graph below.

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[[File:boxFilterFirst.png | 750px]]

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The number of blocks for the grid had been recalculated to incorporate the complexity of the image and the new threads per block.

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=== Conclusion ===