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[Quantization] Make calibration faster and more memory usage friendly (…
…apache#4589) * Use memory efficient calibrate * Fixed indexing * add cpp kl stub * ported KL cpp from mxnet * Fixed std::distance arguments order * remove python implementation * fix lint and indent * fix indent * refactoring * fix lint * fix for i386
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