Implement Dequantize Op in XLA.
1. Only MIN_COMBINED mode is supported; 2. Reshape the output to [d0,..., dn * unpack_size] if input shape is [d0, ..., dn]. 3. Only uint32 is supported for the input; 4. Output data type is bfloat16; 5. Only uint8 or uint16 is supported for the original unpacked input. PiperOrigin-RevId: 225203930
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