FBGEMM add float output option for conv

Summary: For dynamic quantization

Match ReQuantizeForFloat interface with ReQuantizeOutput so we can use them in the same function
Created requantization functions that output floats for various cases like group conv, depthwise conv, and the normal case

Differential Revision: D33523940

Jan 11 '22 18:01 jspark1105

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