IT takes 3x longer than what? The CPU version?
For starters, 64x64 is way too small for GPU. Try 8192x8192 and see if the GPU is still 3x longer than CPU, or even just try a 2048x2048 or even a 1024x1024.
Also, as a side note, use float4s instead of floats.