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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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==== Graph ====
[[File:boxFilterOptimize.png | 750px]]
=== Conclusion ===
Implementing the CUDA library into the Box Filter assignment proved to be a great success. We were able to implement a blur effect on a 4K image with a 99.2% improvement over the serial version.
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Below are the final results of all the runs as well as the corresponding graph.
==== Results ====
[[File:boxFilterFinalTable.png | 500px]]
==== Graph ====
[[File: BoxFilterResults.png | 750px]]