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nodes.log

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This commit is contained in:
Armin Friedl 2016-06-24 22:48:12 +02:00
parent 9cdac30176
commit dc9ce4c306
16 changed files with 1217 additions and 56 deletions
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1080
reduce/nodes.log Normal file
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33
roofline/report/inputs/kernels.tex
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@ -113,6 +113,39 @@ for(size_t i=0; i<size; i++){
\end{lstlisting} \end{lstlisting}
\bigskip \bigskip
\subsubsection{Some Further 8/1 Kernel}
Since some effort was put in getting results near peak performance \verb|-Ofast -ffast-math| was used to stretch compiler optimization to the maximum. Unfortunately \verb|-ffast-math| does not preserve strict IEEE compliance. It is therefore allowed to ignore non-associativity of floating point operations. For example $x = x*x*x*x*x*x*x*x$ can be optimized to $x~*=~x; x~*=~x; x~*=~x;$. Clearly this has an effect on the OI of the kernel. To test fastmath the kernel in~\prettyref{lst:8-1-fma-fastmath} was introduced. Mind that a[i] is written out only once and held in registers during a single iteration.
\bigskip
\begin{lstlisting}[caption={FMA aware $8$ OI kernel with fastmath correctness}, label=lst:8-1-fma-fastmath]
(*\textcolor{Orchid}{\#pragma omp parallel for}*)
for(size_t i=0; i<size; i++){
REP100(a[i]=a[i]*a[i];);
REP20(a[i]=a[i]*a[i];);
REP8(a[i]=a[i]*a[i];);
}
\end{lstlisting}
\bigskip
Since the results were still not satisfying another kernel 8/1 OI kernel which makes use of handcrafted compiler intrinsics was introduced too. This kernel makes full use of the 256-bit-packed-doubles fused-multiply-add floating-point operation the FMA unit of the processor provides. The kernel can be seen in~\prettyref{lst:8-1-intrinsics}. At least in theory this should yield peak performance. The disassembly under full optimization (options can be seen in \verb|Makefile|) behaves very much like handwritten assembly.
\bigskip
\begin{lstlisting}[caption={FMA aware $8$ OI kernel with intrinsics}, label=lst:8-1-intrinsics]
(*\textcolor{Orchid}{\#pragma omp parallel for}*)
for(size_t i=0; i<(size-4); i+=4){
// pack doubles
__m256d packvec = _mm256_set_pd(a[i], a[i+1], a[i+2], a[i+3]);
REP60(packvec = _mm256_fmadd_pd(packvec, packvec, packvec););
REP4(packvec = _mm256_fmadd_pd(packvec, packvec, packvec););
a[i] = packvec[0];
a[i+1] = packvec[1];
a[i+2] = packvec[2];
a[i+3] = packvec[3];
}
\end{lstlisting}
\bigskip
%%% Local Variables: %%% Local Variables:
%%% mode: latex %%% mode: latex

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roofline/report/inputs/results.tex Normal file
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@ -0,0 +1,24 @@
The best results for various kernels are given in~\prettyref{tbl:res-kernels}. The optimization binary \verb|roofline_full_manpack| was used for these results. This is the binary with all optimizations and the intrinsics kernel enabled. The following parameters were used: \verb|roofline_full_manpack -s 150000000 -r 5|. One double array was therefore 1144.41 MB big -- clearly too big for the cache.
\begin{table}[h!]
\centering
\begin{tabular}{ll}
\toprule
Kernel & Max. GFLOP/s \\
\midrule
simple16 & 0.9919 \\
fma16 & 0.9891 \\
simple8 & 123.4004 \\
simple8fastmath & 8.7187 \\
fma8 & 21.7866 \\
fma8manpack & 18.9066 \\
\bottomrule
\end{tabular}
\caption{Results for various kernels}
\label{tbl:res-kernels}
\end{table}
%%% Local Variables:
%%% mode: latex
%%% TeX-master: "../report"
%%% End:

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roofline/report/report.aux
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@ -68,6 +68,11 @@
\@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {6}Simple $8$ OI kernel}{7}{lstlisting.6}} \@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {6}Simple $8$ OI kernel}{7}{lstlisting.6}}
\newlabel{lst:8-1-fma}{{7}{7}{FMA aware $8$ OI kernel}{lstlisting.7}{}} \newlabel{lst:8-1-fma}{{7}{7}{FMA aware $8$ OI kernel}{lstlisting.7}{}}
\@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {7}FMA aware $8$ OI kernel}{7}{lstlisting.7}} \@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {7}FMA aware $8$ OI kernel}{7}{lstlisting.7}}
\newlabel{LastPage}{{}{8}{}{page.8}{}} \@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.3.1}Some Further 8/1 Kernel}{8}{subsubsection.3.3.1}}
\xdef\lastpage@lastpage{8} \newlabel{lst:8-1-fma-fastmath}{{8}{8}{FMA aware $8$ OI kernel with fastmath correctness}{lstlisting.8}{}}
\xdef\lastpage@lastpageHy{8} \@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {8}FMA aware $8$ OI kernel with fastmath correctness}{8}{lstlisting.8}}
\newlabel{lst:8-1-intrinsics}{{9}{8}{FMA aware $8$ OI kernel with intrinsics}{lstlisting.9}{}}
\@writefile{lol}{\defcounter {refsection}{0}\relax }\@writefile{lol}{\contentsline {lstlisting}{\numberline {9}FMA aware $8$ OI kernel with intrinsics}{8}{lstlisting.9}}
\newlabel{LastPage}{{}{9}{}{page.9}{}}
\xdef\lastpage@lastpage{9}
\xdef\lastpage@lastpageHy{9}

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roofline/report/report.fdb_latexmk
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@ -1,11 +1,11 @@
# Fdb version 3 # Fdb version 3
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(generated) (generated)
"report.bbl" "report.bbl"
"report.blg" "report.blg"
["pdflatex"] 1466711143 "report.tex" "report.pdf" "report" 1466711144 ["pdflatex"] 1466799692 "report.tex" "report.pdf" "report" 1466801023
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(generated) (generated)
"report.toc"
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"report.bcf"
"report.log"
"report-blx.bib" "report-blx.bib"
"report.pdf" "report.log"
"report.aux"
"report.out" "report.out"
"report.aux"
"report.bcf"
"report.run.xml"
"report.toc"
"report.pdf"

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roofline/report/report.log
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This is pdfTeX, Version 3.14159265-2.6-1.40.15 (TeX Live 2014) (preloaded format=pdflatex 2016.3.4) 23 JUN 2016 21:45 This is pdfTeX, Version 3.14159265-2.6-1.40.15 (TeX Live 2014) (preloaded format=pdflatex 2016.3.4) 24 JUN 2016 22:21
entering extended mode entering extended mode
restricted \write18 enabled. restricted \write18 enabled.
%&-line parsing enabled. %&-line parsing enabled.
@ -1359,7 +1359,7 @@ to.pdf res/rooftop.eps>
(epstopdf) \includegraphics on input line 70. (epstopdf) \includegraphics on input line 70.
Package epstopdf Info: Output file is already uptodate. Package epstopdf Info: Output file is already uptodate.
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File: res/rooftop-eps-converted-to.pdf Graphic file (type pdf) File: res/rooftop-eps-converted-to.pdf Graphic file (type pdf)
<use res/rooftop-eps-converted-to.pdf> <use res/rooftop-eps-converted-to.pdf>
@ -1379,32 +1379,32 @@ Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding):
Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding):
(hyperref) removing `math shift' on input line 14. (hyperref) removing `math shift' on input line 14.
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# L286$[][] \T1/cmr/m/n/10.95 (-20) (vis-ited on 06/20/2016). # L286$[][] \T1/cmr/m/n/10.95 (-20) (vis-ited on 06/20/2016).
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(./report.aux) (./report.aux)
Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 117. Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 117.
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Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 117. Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 117.
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@ -1427,10 +1427,10 @@ t/fonts/type1/public/cm-super/sfrm1440.pfb></usr/share/texlive/texmf-dist/fonts
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roofline/report/report.pdf
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roofline/report/report.toc
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@ -19,3 +19,5 @@
\contentsline {subsection}{\numberline {3.2}The 1/16 OI Kernel}{6}{subsection.3.2} \contentsline {subsection}{\numberline {3.2}The 1/16 OI Kernel}{6}{subsection.3.2}
\defcounter {refsection}{0}\relax \defcounter {refsection}{0}\relax
\contentsline {subsection}{\numberline {3.3}The 8 OI Kernel}{6}{subsection.3.3} \contentsline {subsection}{\numberline {3.3}The 8 OI Kernel}{6}{subsection.3.3}
\defcounter {refsection}{0}\relax
\contentsline {subsubsection}{\numberline {3.3.1}Some Further 8/1 Kernel}{8}{subsubsection.3.3.1}

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roofline/src/Makefile
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@ -1,6 +1,18 @@
all: clean bin lib all: clean bin lib
# Roofline Binary # Roofline Binary
## This is the least demanding target, use it if nothing else works
nofancy: roofline roofline_o3
mkdir bin
mv $^ bin
## Your processor needs an FMA unit for this target to work
fmacap: roofline roofline_o3 roofline_fma roofline_fma_o3 roofline_fma_fast_o3 roofline_fma_fast_o2 roofline_fma_fast_fastmath_o3
mkdir bin
mv $^ bin
## This will compile just everything
bin: roofline roofline_o3 roofline_fma roofline_fma_o3 roofline_fma_fast_o3 roofline_fma_fast_o2 roofline_fma_fast_fastmath_o3 roofline_full roofline_profile roofline_full_clang roofline_full_manpack bin: roofline roofline_o3 roofline_fma roofline_fma_o3 roofline_fma_fast_o3 roofline_fma_fast_o2 roofline_fma_fast_fastmath_o3 roofline_full roofline_profile roofline_full_clang roofline_full_manpack
mkdir bin mkdir bin
mv $^ bin mv $^ bin

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roofline/src/log/fma16
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764717.8266,1466764718.1751,0.3486,0.8606 1,1466800735.6110,1466800735.9143,0.3033,0.9891
2,1466764718.1751,1466764718.5235,0.3484,0.8611 2,1466800735.9143,1466800736.2212,0.3069,0.9776
3,1466764718.5235,1466764718.8726,0.3491,0.8593 3,1466800736.2212,1466800736.5252,0.3040,0.9868
4,1466764718.8726,1466764719.2248,0.3522,0.8518 4,1466800736.5252,1466800736.8295,0.3043,0.9858

8
roofline/src/log/fma8
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764721.0839,1466764721.9589,0.8750,21.9434 1,1466800738.5621,1466800739.4551,0.8930,21.5008
2,1466764721.9589,1466764722.8340,0.8752,21.9383 2,1466800739.4551,1466800740.3364,0.8813,21.7866
3,1466764722.8340,1466764723.7090,0.8749,21.9451 3,1466800740.3364,1466800741.2678,0.9314,20.6144
4,1466764723.7090,1466764724.5784,0.8694,22.0840 4,1466800741.2678,1466800742.1560,0.8882,21.6173

8
roofline/src/log/fma8manpack
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764736.6256,1466764737.6487,1.0231,18.7665 1,1466800754.3877,1466800755.4812,1.0935,17.5586
2,1466764737.6487,1466764738.6642,1.0155,18.9073 2,1466800755.4812,1466800756.4967,1.0155,18.9066
3,1466764738.6642,1466764739.6867,1.0225,18.7770 3,1466800756.4967,1466800757.5917,1.0949,17.5351
4,1466764739.6867,1466764740.7045,1.0178,18.8651 4,1466800757.5917,1466800758.6499,1.0582,18.1442

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roofline/src/log/simple16
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764716.7465,1466764716.9269,0.1804,0.8314 1,1466800734.6958,1466800734.8498,0.1540,0.9743
2,1466764716.9269,1466764717.1069,0.1800,0.8334 2,1466800734.8498,1466800735.0010,0.1512,0.9919
3,1466764717.1069,1466764717.2871,0.1801,0.8327 3,1466800735.0010,1466800735.1535,0.1525,0.9835
4,1466764717.2871,1466764717.4767,0.1897,0.7908 4,1466800735.1535,1466800735.3052,0.1517,0.9890

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roofline/src/log/simple8
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764719.4042,1466764719.5845,0.1803,106.5045 1,1466800736.9802,1466800737.1358,0.1556,123.4004
2,1466764719.5845,1466764719.7707,0.1861,103.1532 2,1466800737.1358,1466800737.2968,0.1609,119.3029
3,1466764719.7707,1466764719.9487,0.1780,107.8675 3,1466800737.2968,1466800737.4573,0.1605,119.6037
4,1466764719.9487,1466764720.1264,0.1777,108.0261 4,1466800737.4573,1466800737.6192,0.1619,118.5706

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roofline/src/log/simple8fastmath
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@ -1,5 +1,5 @@
run,start,end,delta,GFLOP/s run,start,end,delta,GFLOP/s
1,1466764726.7241,1466764728.9906,2.2664,8.4714 1,1466800744.3973,1466800746.6229,2.2256,8.6270
2,1466764728.9906,1466764731.1306,2.1400,8.9720 2,1466800746.6229,1466800748.8499,2.2270,8.6216
3,1466764731.1306,1466764733.3797,2.2491,8.5366 3,1466800748.8499,1466800751.1237,2.2738,8.4440
4,1466764733.3797,1466764735.6046,2.2249,8.6298 4,1466800751.1237,1466800753.3258,2.2022,8.7187

5
roofline/src/roofline.c
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@ -169,6 +169,10 @@ int main(int argc, char* argv[]) {
#endif #endif
printf("\n\n\n");
printf("Please refer to the log files in the log/ folder for details about the GFLOP/s of every kernel.");
printf("\n");
printf("Exiting...");
exit(EXIT_SUCCESS); exit(EXIT_SUCCESS);
} }
@ -238,6 +242,7 @@ static int get_int(char *oparg)
static void usage() static void usage()
{ {
fprintf(stderr, "USAGE: ./roofline -s <size> -r <runs> \n"); fprintf(stderr, "USAGE: ./roofline -s <size> -r <runs> \n");
fprintf(stderr, "e.g.: ./roofline -s 100000 -r 5 \n");
bail_out("Invalid paramers"); bail_out("Invalid paramers");
} }