Parallelizing the main Mandelbrot function ended up requiring me to move a few other functions to the GPU and rewriting the anti-aliasing function. The anti-aliasing previously made many calls to the Mandelbrot function. This was not good for the GPU and I changed it so that it makes a list of points to run the anti-aliasing algorithm over. Another issue with the anti-aliasing was selection selecting the right value to return. I previously found the best quality result is to return the median value. The anti-aliasing required its own Mandelbrot function as well as moving the median function to the device. I also move the function that converts Mandelbrot escape values to RGB values to the device. This was because I found that I could account for half the running time depending on settings.