What are the minimum Android device requirements to support TensorFlow?
Running a sample android project on a weak Android device like ASUS ZenPad P01Z gives really glitchy and slow results. The same thing happens when I try to run my own model on the same device.
What are the known hardware requirements, or a known range of devices that might not run TensorFlow efficiently and effectively?
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I think this is a difficult question because it is too vague. Your definition of efficiency and effectiveness is not clear. The minimum spec as far as I know is a device with an API level> 21 (although> = 23 is recommended).
I have it working with multiple devices with acceptable output times, but that depends on your definition. You can enter debug mode by pressing the volume key to see why your model is slow and what is your output time. I have it running on a Nexus 6P, Pixel C tablet and some mid-range phones from Samsung.
Since these demos are fairly simple computation (and not too graphically intensive), I would suggest looking at devices with decent processors.
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