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Make the dequant type generic to support other input types eg bfloat16 #6

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erichan1
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Am running some experiments with W8A16. It currently doesn't support bfloat16 (or I need to do an ugly cast from bfloat16 to fp16 to make it work). Add an option so that W8A16 directly casts up to bfloat16, or whatever type you set.

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