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Support Automatic Mixed Precision (AMP) #51

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Queuecumber
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This PR adds the necessary decorators to the custom autograd functions to support AMP.

DTCWT forward and backward were tested on a few examples, other functions may require testing

Fixes #45

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@fbcotter Could you take a look at this please?

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Compatiable with torch AMP?
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