ptrendx commented on a change in pull request #13471: Optimization of metric 
evaluation
URL: https://github.com/apache/incubator-mxnet/pull/13471#discussion_r240340376
 
 

 ##########
 File path: python/mxnet/metric.py
 ##########
 @@ -487,7 +569,7 @@ def update(self, labels, preds):
 
         for label, pred_label in zip(labels, preds):
             assert(len(pred_label.shape) <= 2), 'Predictions should be no more 
than 2 dims'
-            pred_label = numpy.argsort(pred_label.asnumpy().astype('float32'), 
axis=1)
+            pred_label = 
numpy.argpartition(pred_label.asnumpy().astype('float32'), -self.top_k)
 
 Review comment:
   Sure, will do.

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