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Example doesn't run on gpu (when uncommenting) #21

@JamesOwers

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@JamesOwers

# dtype = torch.device("cuda:0") # Uncomment this to run on GPU
should be
# device = torch.device("cuda:0") # Uncomment this to run on GPU

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