apeforest commented on a change in pull request #17462: Updated 
PartialSortSmallK for LT support
URL: https://github.com/apache/incubator-mxnet/pull/17462#discussion_r381492237
 
 

 ##########
 File path: src/operator/tensor/ordering_op-inl.h
 ##########
 @@ -362,7 +362,7 @@ MSHADOW_FORCE_INLINE void TopKSort(const Tensor<gpu, 1, 
DType>& dat,
     }
   } else {
     const int nthreads(mshadow::cuda::kBaseThreadNum);
-    PartialSortSmallK<<<M, nthreads, nthreads*K*(sizeof(int)+sizeof(DType)),
+    PartialSortSmallK<<<M, nthreads, nthreads*K*(sizeof(IType)+sizeof(DType)),
 
 Review comment:
   @ptrendx If we look at the [memory profiling result 
](https://github.com/apache/incubator-mxnet/pull/17462#issuecomment-579961169) 
posted by @JonTanS, there IS a ~10% max memory increase and ~5% average memory 
increase caused by this solely change. 
   
   @jonatan1626 could you please re-run the profiler again to make sure the 
memory result is accurate?

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