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@@ -449,7 +449,7 @@ An optimized way of doing the reduction can be found in the examples\footnote{Av
 \begin{figure}[!h]
 \centering
 \includegraphics[width=10cm]{Chapters/chapter10/figures/Reduc3.pdf}
-\caption{Example of a parallel reduction at block level (courtesy NVIDIA).}
+\caption{Example of a parallel reduction at block level. (Courtesy NVIDIA).}
 \label{chXXX:fig:reduc}
 \end{figure}