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I am working with Jetson TX1 lately, and I chose the default Nvidia linux(Ubuntu 14.04, armhf) with ROS Jade. It works just fine for now without big problems.
You can follow this guide Ubuntu ARM install of ROS Jade.
Hope it helps you.