[mlpack-git] [mlpack/mlpack] Possible OpenMP parallelization issues in LSHSearch implementation (#801)
Ivan Georgiev
notifications at github.com
Wed Oct 12 06:29:26 EDT 2016
I've accidentally stumbled on this. In the `lsh_search_impl.hpp` file, method
```
void LSHSearch<SortPolicy>::Search()
```
there is this OpenMP statement:
```
#pragma omp parallel for \
shared(resultingNeighbors, distances) \
schedule(dynamic)\
reduction(+:avgIndicesReturned)
```
which is all fine, except that shared variables are not explicitly protected against racing conditions, namely the `BaseCase` method which actually modifies them, lacks any `#pragma atomic` or `#pragma critical` directives (both implementation of this method in the same file).
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