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GPU acceleration is supported by using CUDA instructions on (mostly) nvidia hardware. If you want additional cpu + gpu acceleration you can use renderscript in your app. Read more about it here:

I have used renderscript for color format conversions like YUV > RGB and it's really fast! Cheers!