Adding capability to choose device other than cpu and fixing/generalize#96

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arnabdas2019ovgu wants to merge 1 commit intoutkuozbulak:masterfrom arnabdas2019ovgu:generalize

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Commits on Dec 3, 2020

Adding capability to chhose devce other than cpu and fixing/generalising methods for layer specific activations by introducing new hooks.
arnabdas2019ovgu
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