Changes

For larger images, we found that the program was improved more and more as the amount of clusters and iterations increased.

[[File:Big Image.png]]

For medium images, we found more inconsistent results.

[[File:Med Image.png]]

For small images, we found the most inconsistent results after optimizations.

[[File:Small Image.png]]

Here we changed the calculation of y_index to the outside of the inner loop.

Calcuate distance found a significant improvements.

[[File:Calculate Distance Kernel.png]]

The biggest change was the thread/block size.

Generate image found improvements as well since image sizes varied. Changing the thread/block size to the correct amount of pixels enabled better usage of memory.

[[File:Generate Image Kernel.png]]

The biggest change was the thread/block size.