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transform usability/ Default to use torch tensors in the transforms [P0]

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Due by November 28, 2021
•Closed Nov 22, 2021

-PIC: Richard/Wenqi
finalize feature to use torch tensors in the transforms
minimize torch <=> numpy converting, differentiable with torch, difficulties when used as preprocessing tool. Performance & Precision analysis

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