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Running on gpu #78

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@gd1925

Hi,
Thank you for the awesome work! It is very helpful!
Is it possible to run the code on GPU? I am running it on Ubuntu 18.04 and when I try to run, it does not run on gpu devices and runs on cpu. Is there any way to enforce the condition to run the example.py on gpu? I also tried to run export CUDA_VISIBLE_DEVICES=0, but it still seems to be running on cpu.
Many thanks!

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