X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/book_gpu.git/blobdiff_plain/11bf000acddf9ee6b14cf8c3ca3ab2674f686b47..HEAD:/BookGPU/Chapters/chapter19/ch19.tex?ds=sidebyside

diff --git a/BookGPU/Chapters/chapter19/ch19.tex b/BookGPU/Chapters/chapter19/ch19.tex
index 307b851..d0d59cd 100755
--- a/BookGPU/Chapters/chapter19/ch19.tex
+++ b/BookGPU/Chapters/chapter19/ch19.tex
@@ -130,7 +130,8 @@ For each nonzero, both its column and row indices are explicitly stored. The Cus
 					*, *, *, 10, *,  *}
 	\end{lstlisting}
 
-	\subsubsection*{Hybrid (HYB)\index{compressed storage format!HYB}} The HYB format heuristically computes a value $K$ and stores $K$ nonzeros per rows in the ELL format. When a row has more than $K$ non-zeros, the trailing nonzeros are stored in COO. This design decreases the storage overhead due to ELL padding elements and thus improves the overall performance.
+	\subsubsection*{Hybrid (HYB)\index{compressed storage format!HYB}} The HYB format heuristically computes a value $K$ and stores $K$ nonzeros per rows in the ELL format. When a row has more than $K$ non zeros, the trailing nonzeros are stored in COO. This design decreases the storage overhead due to ELL padding elements and thus improves the overall performance.
+\pagebreak
 	\begin{lstlisting}[caption={}]
 	hyb.nnz_per_row   = 2
 	hyb.ell.col_index = {2, 1, 1, 0, 2, 0, *, 4, 3, 2, *,  5}
@@ -203,7 +204,7 @@ As a preprocessing step, we reorder the rows of the matrix by their \emph{row we
 	\begin{figure}[t]
    	\centering
 	\includegraphics[height=5cm]{Chapters/chapter19/fig/scoo.pdf} 
-	\caption{Example of the memory access pattern for a $6 \times 6$ matrix stored in Sliced COO format (Slice Size = 3 rows).}
+	\caption{Example of the memory access pattern for a $6 \times 6$ matrix stored in sliced COO format (slice size = 3 rows).}
 	\label{fig:scoo-1}
 	\end{figure}
 	
@@ -302,7 +303,7 @@ Max Memory bandwidth (GB/s)& 144 & 192 & 21 \\
 \hline
 \end{tabular}
 \end{center}
-\caption{Overview of hardware used in the experiments}
+\caption{Overview of hardware used in the experiments.}
 \label{table:hardware}
 \end{table} 
 
@@ -329,7 +330,7 @@ The speedups compared to the multithreaded CADO-NFS bucket implementation on an
 
 	\hline
 	\end{tabular}
-	\caption{Performance of SpMV on RSA-170 matrix}
+	\caption{Performance of SpMV on RSA-170 matrix.}
 	\label{table:rsa170}
 \end{table}