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[FEA] BSDG: Support fit on dtypes other than fp32 #2269

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@jinsolp

BSDG (Billion Scale Data Generator)

Current implementation only supports fit on fp32 dtypes.
Add support for other types (e.g. bf16, int8 etc)

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