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[Enhance] Imporve efficiency of precision, recall, f1_score and suppo…
…rt. (#595) * [Enhance] Imporve efficiency of precision, recall, f1_score and support. * Fix bugs * Use np.maximum since torch doesn't have maximum before torch 1.7 * Fix bug
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