That shouldn't be a TPR valve. It may just be a pressure relief valve. TPR should be installed into the water heater tank. I'm sure the valves would work no matter the orientation, but it would be hard for the valve to drain down hill all of the way if it was starting out upside down.

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Jim Robinson
New Mexico, USA