[QUANTIZE] Refactor quantization codebase and fix model accuracy (#3543)
* Refactor. * update * update * update * update * update * update
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python/tvm/relay/quantize/_partition.py
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src/relay/pass/quantize/annotate.cc
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src/relay/pass/quantize/partition.cc
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src/relay/pass/quantize/realize.cc
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tests/scripts/task_python_nightly.sh
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