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byte array raw to Jpeg using GPU

Hi! I want to convert 8 bit grayscale byte array image (1024x1280px) streaming at 200FPS in realtime. I've tried with python, but its too slow (19FPS) on CPU, and I am unable to make PIL work on GPU. Any ideas? I actually want to use OpenCV for this, as it would also help me perform other operations on the data simultaneously. But my real problem right now is to convert 1024x1280px raw image to jpeg at 200FPS in real time. Any help is appreciated.

Thanks in advance!