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diff --git a/lib/VLFeat/kmeans.c b/lib/VLFeat/kmeans.c
index c250ca8..4887fc4 100755
--- a/lib/VLFeat/kmeans.c
+++ b/lib/VLFeat/kmeans.c
@@ -669,7 +669,7 @@ VL_XCAT(_vl_kmeans_quantize_, SFX)
#endif
#ifdef _OPENMP
-#pragma omp parallel default(none) \
+#pragma omp parallel default(none) firstprivate(vl_infinity_d) \
shared(self, distances, assignments, numData, distFn, data) \
num_threads(vl_get_max_threads())
#endif
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