10 |
%% o automatically inserted at \section{Reference} |
%% o automatically inserted at \section{Reference} |
11 |
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12 |
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13 |
\section{exch2: Extended Cubed Sphere Exchange} |
\section{exch2: Extended Cubed Sphere \mbox{Topology}} |
14 |
\label{sec:exch2} |
\label{sec:exch2} |
15 |
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16 |
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|
17 |
\subsection{Introduction} |
\subsection{Introduction} |
18 |
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|
19 |
The exch2 package is an extension to the original cubed sphere exchanges |
The \texttt{exch2} package is an extension to the original cubed |
20 |
to allow more flexible domain decomposition and parallelization. Cube faces |
sphere topological configuration that allows more flexible domain |
21 |
(subdomains) may be divided into whatever number of tiles that divide evenly |
decomposition and parallelization. Cube faces (also called |
22 |
into the grid point dimensions of the subdomain. Furthermore, the individual |
subdomains) may be divided into any number of tiles that divide evenly |
23 |
tiles may be run on separate processors in different combinations, |
into the grid point dimensions of the subdomain. Furthermore, the |
24 |
and whether exchanges between particular tiles occur between different |
individual tiles may be run on separate processors in different |
25 |
processors is determined at runtime. |
combinations, and whether exchanges between particular tiles occur |
26 |
|
between different processors is determined at runtime. This |
27 |
The exchange parameters are declared in {\em W2\_EXCH2\_TOPOLOGY.h} and |
flexibility provides for manual compile-time load balancing across a |
28 |
assigned in {\em w2\_e2setup.F}, both in the |
relatively arbitrary number of processors. \\ |
29 |
{\em pkg/exch2} directory. The validity of the cube topology depends |
|
30 |
on the {\em SIZE.h} file as detailed below. Both files are generated by |
The exchange parameters are declared in |
31 |
Matlab scripts and |
\filelink{pkg/exch2/W2\_EXCH2\_TOPOLOGY.h}{pkg-exch2-W2_EXCH2_TOPOLOGY.h} |
32 |
should not be edited. The default files provided in the release set up |
and assigned in |
33 |
a cube sphere arrangement of six tiles, one per subdomain, each with 32x32 grid |
\filelink{pkg/exch2/w2\_e2setup.F}{pkg-exch2-w2_e2setup.F}. The |
34 |
points, running on a single processor. |
validity of the cube topology depends on the \texttt{SIZE.h} file as |
35 |
|
detailed below. Both files are generated by Matlab scripts in |
36 |
|
\texttt{utils/exch2/matlab-topology-generator}; see Section |
37 |
|
\ref{sec:topogen} for details on creating alternate topologies. The |
38 |
|
default files provided in the release configure a cubed sphere |
39 |
|
topology of six tiles, one per subdomain, each with 32$\times$32 grid |
40 |
|
points, all running on a single processor. Pregenerated examples of |
41 |
|
these files with alternate topologies are provided under |
42 |
|
\texttt{utils/exch2/code-mods} along with the appropriate |
43 |
|
\texttt{SIZE.h} file for single-processor execution. |
44 |
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|
45 |
|
\subsection{Invoking exch2} |
46 |
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|
47 |
|
To use exch2 with the cubed sphere, the following conditions must be |
48 |
|
met: \\ |
49 |
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|
50 |
|
$\bullet$ The exch2 package is included when \texttt{genmake2} is run. The |
51 |
|
easiest way to do this is to add the line \texttt{exch2} to the |
52 |
|
\texttt{profile.conf} file -- see Section \ref{sect:buildingCode} |
53 |
|
for general details. \\ |
54 |
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|
55 |
|
$\bullet$ An example of \texttt{W2\_EXCH2\_TOPOLOGY.h} and |
56 |
|
\texttt{w2\_e2setup.F} must reside in a directory containing code |
57 |
|
linked when \texttt{genmake2} runs. The safest place to put these |
58 |
|
is the directory indicated in the \texttt{-mods=DIR} command line |
59 |
|
modifier (typically \texttt{../code}), or the build directory. The |
60 |
|
default versions of these files reside in \texttt{pkg/exch2} and are |
61 |
|
linked automatically if no other versions exist elsewhere in the |
62 |
|
link path, but they should be left untouched to avoid breaking |
63 |
|
configurations other than the one you intend to modify.\\ |
64 |
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|
65 |
|
$\bullet$ Files containing grid parameters, named |
66 |
|
\texttt{tile}???\texttt{.mitgrid} where ??? is \texttt{001} through |
67 |
|
\texttt{006} (one per subdomain), must be in the working directory |
68 |
|
when the MITgcm executable is run. These files are provided in the |
69 |
|
example experiments for cubed sphere configurations with |
70 |
|
32$\times$32 cube sides and are non-trivial to generate -- please |
71 |
|
contact MITgcm support if you want to generate files for other |
72 |
|
configurations. \\ |
73 |
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|
74 |
|
$\bullet$ As always when compiling MITgcm, the file \texttt{SIZE.h} |
75 |
|
must be placed where \texttt{genmake2} will find it. In particular |
76 |
|
for the exch2, the domain decompositin specified in \texttt{SIZE.h} |
77 |
|
must correspond with the particular configuration's topology |
78 |
|
specified in \texttt{W2\_EXCH2\_TOPOLOGY.h} and |
79 |
|
\texttt{w2\_e2setup.F}. Domain decomposition issues particular to |
80 |
|
exch2 are addressed in Section \ref{sec:topogen}: ``Generating |
81 |
|
Topology Files for exch2''; a more general background on the subject |
82 |
|
relvant to MITgcm is presented in Section |
83 |
|
\ref{sect:specifying_a_decomposition}: ``Specifying a |
84 |
|
decomposition''.\\ |
85 |
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|
86 |
\subsection{Key Variables} |
As of the time of writing the following examples use exch2 and may be |
87 |
|
used for guidance: |
88 |
|
|
89 |
The descriptions of the variables are divided up into scalars, |
\begin{verbatim} |
90 |
one-dimensional arrays indexed to the tile number, and two and three |
verification/adjust_nlfs.cs-32x32x1 |
91 |
dimensional |
verification/adjustment.cs-32x32x1 |
92 |
arrays indexed to tile number and neighboring tile. This division |
verification/aim.5l_cs |
93 |
actually reflects the functionality of these variables: the scalars |
verification/global_ocean.cs32x15 |
94 |
are common to every part of the topology, the tile-indexed arrays to |
verification/hs94.cs-32x32x5 |
95 |
individual tiles, and the arrays indexed to tile and neighbor to |
\end{verbatim} |
|
relationships between tiles and their neighbors. |
|
96 |
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|
\subsubsection{Scalars} |
|
97 |
|
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|
The number of tiles in a particular topology is set with the parameter |
|
|
{\em NTILES}, and the maximum number of neighbors of any tiles by |
|
|
{\em MAX\_NEIGHBOURS}. These parameters are used for defining the size of |
|
|
the various one and two dimensional arrays that store tile parameters |
|
|
indexed to the tile number. |
|
|
|
|
|
The scalar parameters {\em exch2\_domain\_nxt} and |
|
|
{\em exch2\_domain\_nyt} express the number of tiles in the x and y global |
|
|
indices. For example, the default setup of six tiles has |
|
|
{\em exch2\_domain\_nxt=6} and {\em exch2\_domain\_nyt=1}. A topology of |
|
|
twenty-four square (in gridpoints) tiles, four (2x2) per subdomain, will |
|
|
have {\em exch2\_domain\_nxt=12} and {\em exch2\_domain\_nyt=2}. Note |
|
|
that these parameters express the tile layout to allow global data files that |
|
|
are tile-layout-neutral and have no bearing on the internal storage of the |
|
|
arrays. The tiles are internally stored in a range from {\em 1,bi} (in the |
|
|
x axis) and y-axis variable {\em bj} is generally ignored within the package. |
|
98 |
|
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|
\subsubsection{Arrays Indexed to Tile Number} |
|
99 |
|
|
100 |
The following arrays are of size {\em NTILES}, are indexed to the tile number, |
\subsection{Generating Topology Files for exch2} |
101 |
and the indices are omitted in their descriptions. |
\label{sec:topogen} |
102 |
|
|
103 |
|
Alternate cubed sphere topologies may be created using the Matlab |
104 |
|
scripts in \texttt{utils/exch2/matlab-topology-generator}. Running the |
105 |
|
m-file \texttt{driver} from the Matlab prompt (without passing any |
106 |
|
function parameters) generates exch2 topology files |
107 |
|
\texttt{W2\_EXCH2\_TOPOLOGY.h} and \texttt{w2\_e2setup.F} in the |
108 |
|
working directory and displays via Matlab a figure of the topology. |
109 |
|
The other m-files in the directory are subroutines of \texttt{driver} |
110 |
|
and should not be run except for development purposes. \\ |
111 |
|
|
112 |
|
The parameters that determine the dimensions and topology of the |
113 |
|
generated configuration are nr, nb, ng, tnx and tny, and all are |
114 |
|
assigned early in the script. |
115 |
|
|
116 |
|
The first three determine the size of the subdomains (cube faces) and |
117 |
|
hence the size of the overall domain. Each one determines the number |
118 |
|
of grid points, and therefore the resolution, along the subdomain |
119 |
|
sides in a ``great circle'' around each axis of the cube. At the time |
120 |
|
of this writing MITgcm requires these three parameters to be equal, |
121 |
|
but they provide for future releases of MITgcm to accomodate different |
122 |
|
resolutions around the axes to allow (for example) greater resolution |
123 |
|
around the equator.\\ |
124 |
|
|
125 |
|
The parameters tnx and tny determine the dimensions of the tiles into |
126 |
|
which the subdomains are decomposed, and must evenly divide the |
127 |
|
integer assigned to nr, nb and ng. The result is a rectangular tiling |
128 |
|
of the subdomain. Figure \ref{fig:24tile} shows one possible topology |
129 |
|
for a twenty-four tile cube, and figure \ref{fig:12tile} shows one for |
130 |
|
twelve tiles. \\ |
131 |
|
|
132 |
|
\begin{figure} |
133 |
|
\begin{center} |
134 |
|
\resizebox{4in}{!}{ |
135 |
|
\includegraphics{part6/s24t_16x16.ps} |
136 |
|
} |
137 |
|
\end{center} |
138 |
|
\caption{Plot of cubed sphere topology with a 32$\times$32 grid and |
139 |
|
twenty-four tiles (tnx=16, tny=16) |
140 |
|
} \label{fig:24tile} |
141 |
|
\end{figure} |
142 |
|
|
143 |
|
\begin{figure} |
144 |
|
\begin{center} |
145 |
|
\resizebox{4in}{!}{ |
146 |
|
\includegraphics{part6/s12t_16x32.ps} |
147 |
|
} |
148 |
|
\end{center} |
149 |
|
\caption{Plot of cubed sphere topology with a 32$\times$32 grid and |
150 |
|
twelve tiles (tnx=16, tny=32) |
151 |
|
} \label{fig:12tile} |
152 |
|
\end{figure} |
153 |
|
|
154 |
|
Tiles can be selected from the topology to be omitted from being |
155 |
|
allocated memory and processors. This kind of tuning is useful in |
156 |
|
ocean modeling for omitting tiles that fall entirely on land. The |
157 |
|
tiles omitted are specified in the file \texttt{blanklist.txt} by |
158 |
|
their tile number in the topology, separated by a newline. \\ |
159 |
|
|
160 |
|
|
|
The arrays {\em exch2\_tnx} and {\em exch2\_tny} |
|
|
express the x and y dimensions of each tile. At present for each tile |
|
|
{\em exch2\_tnx = sNx} |
|
|
and {\em exch2\_tny = sNy}, as assigned in {\em SIZE.h}. Future releases of |
|
|
MITgcm are to allow varying tile sizes. |
|
|
|
|
|
The location of the tiles' Cartesian origin within a subdomain are determined |
|
|
by the arrays {\em exch2\_tbasex} and {\em exch2\_tbasey}. These variables |
|
|
are used to relate the location of the edges of the tiles to each other. As |
|
|
an example, in the default six-tile topology (the degenerate case) |
|
|
each index in these arrays are |
|
|
set to 0. The twenty-four, 32x32 cube face case discussed above will have |
|
|
values of 0 or 16, depending on the quadrant the tile falls within the |
|
|
subdomain. {\em exch2\_myFace} contains the number of the |
|
|
cubeface/subdomain of each tile, numbered 1-6 in the case of the standard |
|
|
cube topology. |
|
|
|
|
|
The arrays {\em exch2\_txglobalo} and {\em exch2\_txglobalo} are similar to |
|
|
{\em exch2\_tbasex} and {\em exch2\_tbasey}, but locate the tiles within |
|
|
the global address space, similar to that used by global files. |
|
|
|
|
|
The arrays {\em exch2\_isWedge}, {\em exch2\_isEedge}, {\em exch2\_isSedge}, |
|
|
and {\em exch2\_isNedge} are set to 1 if the indexed tile lies on the edge |
|
|
of a subdomain, 0 if not. The values are used within the topology generator |
|
|
to determine the orientation of neighboring tiles and to indicate whether |
|
|
a tile lies on the corner of a subdomain. The latter case indicates |
|
|
special exchange and numerical handling for the singularities at the eight |
|
|
corners of the cube. {\em exch2\_isNedge} contains a count of how many |
|
|
neighboring tiles each tile has, and is used for setting bounds for looping |
|
|
over neighboring tiles. {\em exch2\_tProc} holds the process rank of each tile, |
|
|
and is used in interprocess communication. |
|
161 |
|
|
|
\subsubsection{Arrays Indexed to Tile Number and Neighbor} |
|
162 |
|
|
|
The following arrays are all of size {\em MAX\_NEIGHBOURS}x{\em NTILES} and |
|
|
describe the orientations between the the tiles. |
|
163 |
|
|
|
The array {\em exch2\_neighbourId(a,T)} holds the tile number $T_{n}$ for each tile |
|
|
{\em T}'s neighbor tile {\em a}. The neighbor tiles are indexed {\em 1,MAX\_NEIGHBOURS } |
|
|
in the order right to left on the north then south edges, and then top to bottom on the east |
|
|
and west edges. maybe throw in a fig here, eh? |
|
|
|
|
|
{\em exch2\_opposingSend\_record(a,T)} holds |
|
|
the index c in {\em exch2\_neighbourId(b,$T_{n}$)} that holds the tile number T. |
|
|
In other words, |
|
|
|
|
|
\begin{verbatim} |
|
|
exch2_neighbourId( exch2_opposingSend_record(a,T), |
|
|
exch2_neighbourId(a,T) ) = T |
|
|
\end{verbatim} |
|
164 |
|
|
165 |
% {\em exch2\_neighbourId(exch2\_opposingSend\_record(a,T),exch2\_neighbourId(a,T))=T}. |
\subsection{Key Variables} |
|
% alternate version |
|
166 |
|
|
167 |
This is to provide a backreference from the neighbor tiles. |
The descriptions of the variables are divided up into scalars, |
168 |
|
one-dimensional arrays indexed to the tile number, and two and three |
169 |
|
dimensional arrays indexed to tile number and neighboring tile. This |
170 |
|
division actually reflects the functionality of these variables: the |
171 |
|
scalars are common to every part of the topology, the tile-indexed |
172 |
|
arrays to individual tiles, and the arrays indexed to tile and |
173 |
|
neighbor to relationships between tiles and their neighbors. |
174 |
|
|
175 |
The arrays {\em exch2\_pi }, {\em exch2\_pj }, {\em exch2\_oi }, |
\subsubsection{Scalars} |
|
{\em exch2\_oj }, {\em exch2\_oi\_f }, and {\em exch2\_oj\_f } specify |
|
|
the transformations in exchanges between the neighboring tiles. The dimensions |
|
|
of {\em exch2\_pi(t,N,T) } and {\em exch2\_pj(t,N,T) } are the neighbor ID |
|
|
{ \em N } and the tile number {\em T } as explained above, plus the transformation |
|
|
vector {\em t }, of length two. The first element of the transformation vector indicates |
|
|
the factor by which variables representing the same vector component of a tile |
|
|
will be multiplied, and the second element indicates the transform to the |
|
|
variable in the other direction. As an example, {\em exch2\_pi(1,N,T) } holds the |
|
|
transform of the i-component of a vector variable in tile {\em T } to the i-component of |
|
|
tile {\em T }'s neighbor {\em N }, and {\em exch2\_pi(2,N,T) } hold the component |
|
|
of neighbor {\em N }'s j-component. |
|
|
|
|
|
Under the current cube topology, one of the two elements of {\em exch2\_pi } or {\em exch2\_pj } |
|
|
for a given tile {\em T } and neighbor {\em N } will be 0, reflecting the fact that |
|
|
the vector components are orthogonal. The other element will be 1 or -1, depending on whether |
|
|
the components are indexed in the same or opposite directions. For example, the transform dimension |
|
|
of the arrays for all tile neighbors on the same subdomain will be {\em [1 , 0] }, since all tiles on |
|
|
the same subdomain are oriented identically. Vectors that correspond to the orthogonal dimension with the |
|
|
same index direction will have {\em [0 , 1] }, whereas those in the opposite index direction will have |
|
|
{\em [0 , -1] }. |
|
176 |
|
|
177 |
|
The number of tiles in a particular topology is set with the parameter |
178 |
|
\texttt{NTILES}, and the maximum number of neighbors of any tiles by |
179 |
|
\texttt{MAX\_NEIGHBOURS}. These parameters are used for defining the |
180 |
|
size of the various one and two dimensional arrays that store tile |
181 |
|
parameters indexed to the tile number.\\ |
182 |
|
|
183 |
|
The scalar parameters \varlink{exch2\_domain\_nxt}{exch2_domain_nxt} |
184 |
|
and \varlink{exch2\_domain\_nyt}{exch2_domain_nyt} express the number |
185 |
|
of tiles in the x and y global indices. For example, the default |
186 |
|
setup of six tiles has \texttt{exch2\_domain\_nxt=6} and |
187 |
|
\texttt{exch2\_domain\_nyt=1}. A topology of twenty-four square (in |
188 |
|
gridpoints) tiles, four (2x2) per subdomain, will have |
189 |
|
\texttt{exch2\_domain\_nxt=12} and \texttt{exch2\_domain\_nyt=2}. |
190 |
|
Note that these parameters express the tile layout to allow global |
191 |
|
data files that are tile-layout-neutral and have no bearing on the |
192 |
|
internal storage of the arrays. The tiles are internally stored in a |
193 |
|
range from \texttt{1,bi} (in the x axis) and y-axis variable |
194 |
|
\texttt{bj} is generally ignored within the package. |
195 |
|
|
196 |
|
\subsubsection{Arrays Indexed to Tile Number} |
197 |
|
|
198 |
|
The following arrays are of size \texttt{NTILES}, are indexed to the |
199 |
|
tile number, and the indices are omitted in their descriptions. |
200 |
|
|
201 |
// |
The arrays \varlink{exch2\_tnx}{exch2_tnx} and |
202 |
|
\varlink{exch2\_tny}{exch2_tny} express the x and y dimensions of each |
203 |
|
tile. At present for each tile \texttt{exch2\_tnx=sNx} and |
204 |
|
\texttt{exch2\_tny=sNy}, as assigned in \texttt{SIZE.h}. Future |
205 |
|
releases of MITgcm are to allow varying tile sizes. |
206 |
|
|
207 |
|
The location of the tiles' Cartesian origin within a subdomain are |
208 |
|
determined by the arrays \varlink{exch2\_tbasex}{exch2_tbasex} and |
209 |
|
\varlink{exch2\_tbasey}{exch2_tbasey}. These variables are used to |
210 |
|
relate the location of the edges of the tiles to each other. As an |
211 |
|
example, in the default six-tile topology (the degenerate case) each |
212 |
|
index in these arrays are set to 0. The twenty-four, 32x32 cube face |
213 |
|
case discussed above will have values of 0 or 16, depending on the |
214 |
|
quadrant the tile falls within the subdomain. The array |
215 |
|
\varlink{exch2\_myFace}{exch2_myFace} contains the number of the |
216 |
|
cubeface/subdomain of each tile, numbered 1-6 in the case of the |
217 |
|
standard cube topology. |
218 |
|
|
219 |
|
The arrays \varlink{exch2\_txglobalo}{exch2_txglobalo} and |
220 |
|
\varlink{exch2\_txglobalo}{exch2_txglobalo} are similar to |
221 |
|
\varlink{exch2\_tbasex}{exch2_tbasex} and |
222 |
|
\varlink{exch2\_tbasey}{exch2_tbasey}, but locate the tiles within the |
223 |
|
global address space, similar to that used by global files. |
224 |
|
|
225 |
|
The arrays \varlink{exch2\_isWedge}{exch2_isWedge}, |
226 |
|
\varlink{exch2\_isEedge}{exch2_isEedge}, |
227 |
|
\varlink{exch2\_isSedge}{exch2_isSedge}, and |
228 |
|
\varlink{exch2\_isNedge}{exch2_isNedge} are set to 1 if the indexed |
229 |
|
tile lies on the edge of a subdomain, 0 if not. The values are used |
230 |
|
within the topology generator to determine the orientation of |
231 |
|
neighboring tiles and to indicate whether a tile lies on the corner of |
232 |
|
a subdomain. The latter case indicates special exchange and numerical |
233 |
|
handling for the singularities at the eight corners of the cube. |
234 |
|
\varlink{exch2\_nNeighbours}{exch2_nNeighbours} contains a count of |
235 |
|
how many neighboring tiles each tile has, and is used for setting |
236 |
|
bounds for looping over neighboring tiles. |
237 |
|
\varlink{exch2\_tProc}{exch2_tProc} holds the process rank of each |
238 |
|
tile, and is used in interprocess communication. |
239 |
|
|
240 |
|
\subsubsection{Arrays Indexed to Tile Number and Neighbor} |
241 |
|
|
242 |
|
The following arrays are all of size \texttt{MAX\_NEIGHBOURS} $\times$ |
243 |
|
\texttt{NTILES} and describe the orientations between the the tiles. |
244 |
|
|
245 |
|
The array \texttt{exch2\_neighbourId(a,T)} holds the tile number for |
246 |
|
each of the $n$ neighboring tiles. The neighbor tiles are indexed |
247 |
|
\texttt{(1,MAX\_NEIGHBOURS} in the order right to left on the north |
248 |
|
then south edges, and then top to bottom on the east and west edges. |
249 |
|
Maybe throw in a fig here, eh? |
250 |
|
|
251 |
|
The \texttt{exch2\_opposingSend\_record(a,T)} array holds the index c |
252 |
|
in \texttt{exch2\_neighbourId(b,$T_{n}$)} that holds the tile number T. |
253 |
|
In other words, |
254 |
\begin{verbatim} |
\begin{verbatim} |
255 |
|
exch2_neighbourId( exch2_opposingSend_record(a,T), |
256 |
|
exch2_neighbourId(a,T) ) = T |
257 |
|
\end{verbatim} |
258 |
|
and this provides a back-reference from the neighbor tiles. |
259 |
|
|
260 |
|
The arrays \varlink{exch2\_pi}{exch2_pi}, |
261 |
|
\varlink{exch2\_pj}{exch2_pj}, \varlink{exch2\_oi}{exch2_oi}, |
262 |
|
\varlink{exch2\_oj}{exch2_oj}, \varlink{exch2\_oi\_f}{exch2_oi_f}, and |
263 |
|
\varlink{exch2\_oj\_f}{exch2_oj_f} specify the transformations in |
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exchanges between the neighboring tiles. The dimensions of |
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\texttt{exch2\_pi(t,N,T)} and \texttt{exch2\_pj(t,N,T)} are the |
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neighbor ID \textit{N} and the tile number \textit{T} as explained |
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above, plus the transformation vector {\em t }, of length two. The |
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first element of the transformation vector indicates the factor by |
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which variables representing the same vector component of a tile will |
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be multiplied, and the second element indicates the transform to the |
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variable in the other direction. As an example, |
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\texttt{exch2\_pi(1,N,T)} holds the transform of the i-component of a |
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vector variable in tile \texttt{T} to the i-component of tile |
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\texttt{T}'s neighbor \texttt{N}, and \texttt{exch2\_pi(2,N,T)} hold |
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the component of neighbor \texttt{N}'s j-component. |
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|
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Under the current cube topology, one of the two elements of |
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\texttt{exch2\_pi} or \texttt{exch2\_pj} for a given tile \texttt{T} |
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and neighbor \texttt{N} will be 0, reflecting the fact that the vector |
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components are orthogonal. The other element will be 1 or -1, |
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depending on whether the components are indexed in the same or |
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opposite directions. For example, the transform dimension of the |
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arrays for all tile neighbors on the same subdomain will be [1,0], |
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since all tiles on the same subdomain are oriented identically. |
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Vectors that correspond to the orthogonal dimension with the same |
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index direction will have [0,1], whereas those in the opposite index |
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direction will have [0,-1]. |
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|
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|
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{\footnotesize |
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\begin{verbatim} |
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C exch2_pi :: X index row of target to source permutation |
C exch2_pi :: X index row of target to source permutation |
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C :: matrix for each neighbour entry. |
C :: matrix for each neighbour entry. |
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C exch2_pj :: Y index row of target to source permutation |
C exch2_pj :: Y index row of target to source permutation |
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C :: offset vector for face quantities |
C :: offset vector for face quantities |
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C :: of each neighbor entry. |
C :: of each neighbor entry. |
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\end{verbatim} |
\end{verbatim} |
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} |
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