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Devices should either be passed through a model's constructor or be accessed via variables that are already stored on devices via var.device. This makes it much easier to do changes when the need for multi-gpu training/validation/testing comes.
Also, it is a good thing to make strings used in code as constants so that they can be easily refactored later if needed.