| 28 |
|
|
| 29 |
\begin{enumerate} |
\begin{enumerate} |
| 30 |
\item A core set of numerical and support code. This is discussed in detail in |
\item A core set of numerical and support code. This is discussed in detail in |
| 31 |
section \ref{sec:partII}. |
section \ref{sect:partII}. |
| 32 |
\item A scheme for supporting optional "pluggable" {\bf packages} (containing |
\item A scheme for supporting optional "pluggable" {\bf packages} (containing |
| 33 |
for example mixed-layer schemes, biogeochemical schemes, atmospheric physics). |
for example mixed-layer schemes, biogeochemical schemes, atmospheric physics). |
| 34 |
These packages are used both to overlay alternate dynamics and to introduce |
These packages are used both to overlay alternate dynamics and to introduce |
| 74 |
to ``fit'' within the WRAPPER infrastructure. Writing code to ``fit'' within |
to ``fit'' within the WRAPPER infrastructure. Writing code to ``fit'' within |
| 75 |
the WRAPPER means that coding has to follow certain, relatively |
the WRAPPER means that coding has to follow certain, relatively |
| 76 |
straightforward, rules and conventions ( these are discussed further in |
straightforward, rules and conventions ( these are discussed further in |
| 77 |
section \ref{sec:specifying_a_decomposition} ). |
section \ref{sect:specifying_a_decomposition} ). |
| 78 |
|
|
| 79 |
The approach taken by the WRAPPER is illustrated in figure |
The approach taken by the WRAPPER is illustrated in figure |
| 80 |
\ref{fig:fit_in_wrapper} which shows how the WRAPPER serves to insulate code |
\ref{fig:fit_in_wrapper} which shows how the WRAPPER serves to insulate code |
| 98 |
\end{figure} |
\end{figure} |
| 99 |
|
|
| 100 |
\subsection{Target hardware} |
\subsection{Target hardware} |
| 101 |
\label{sec:target_hardware} |
\label{sect:target_hardware} |
| 102 |
|
|
| 103 |
The WRAPPER is designed to target as broad as possible a range of computer |
The WRAPPER is designed to target as broad as possible a range of computer |
| 104 |
systems. The original development of the WRAPPER took place on a |
systems. The original development of the WRAPPER took place on a |
| 118 |
|
|
| 119 |
\subsection{Supporting hardware neutrality} |
\subsection{Supporting hardware neutrality} |
| 120 |
|
|
| 121 |
The different systems listed in section \ref{sec:target_hardware} can be |
The different systems listed in section \ref{sect:target_hardware} can be |
| 122 |
categorized in many different ways. For example, one common distinction is |
categorized in many different ways. For example, one common distinction is |
| 123 |
between shared-memory parallel systems (SMP's, PVP's) and distributed memory |
between shared-memory parallel systems (SMP's, PVP's) and distributed memory |
| 124 |
parallel systems (for example x86 clusters and large MPP systems). This is one |
parallel systems (for example x86 clusters and large MPP systems). This is one |
| 136 |
class of machines (for example Parallel Vector Processor Systems). Instead the |
class of machines (for example Parallel Vector Processor Systems). Instead the |
| 137 |
WRAPPER provides applications with an |
WRAPPER provides applications with an |
| 138 |
abstract {\it machine model}. The machine model is very general, however, it can |
abstract {\it machine model}. The machine model is very general, however, it can |
| 139 |
easily be specialized to fit, in a computationally effificent manner, any |
easily be specialized to fit, in a computationally efficient manner, any |
| 140 |
computer architecture currently available to the scientific computing community. |
computer architecture currently available to the scientific computing community. |
| 141 |
|
|
| 142 |
\subsection{Machine model parallelism} |
\subsection{Machine model parallelism} |
| 143 |
|
|
| 144 |
Codes operating under the WRAPPER target an abstract machine that is assumed to |
Codes operating under the WRAPPER target an abstract machine that is assumed to |
| 145 |
consist of one or more logical processors that can compute concurrently. |
consist of one or more logical processors that can compute concurrently. |
| 146 |
Computational work is divided amongst the logical |
Computational work is divided among the logical |
| 147 |
processors by allocating ``ownership'' to |
processors by allocating ``ownership'' to |
| 148 |
each processor of a certain set (or sets) of calculations. Each set of |
each processor of a certain set (or sets) of calculations. Each set of |
| 149 |
calculations owned by a particular processor is associated with a specific |
calculations owned by a particular processor is associated with a specific |
| 211 |
whenever it requires values that outside the domain it owns. Periodically |
whenever it requires values that outside the domain it owns. Periodically |
| 212 |
processors will make calls to WRAPPER functions to communicate data between |
processors will make calls to WRAPPER functions to communicate data between |
| 213 |
tiles, in order to keep the overlap regions up to date (see section |
tiles, in order to keep the overlap regions up to date (see section |
| 214 |
\ref{sec:communication_primitives}). The WRAPPER functions can use a |
\ref{sect:communication_primitives}). The WRAPPER functions can use a |
| 215 |
variety of different mechanisms to communicate data between tiles. |
variety of different mechanisms to communicate data between tiles. |
| 216 |
|
|
| 217 |
\begin{figure} |
\begin{figure} |
| 298 |
\end{figure} |
\end{figure} |
| 299 |
|
|
| 300 |
\subsection{Shared memory communication} |
\subsection{Shared memory communication} |
| 301 |
\label{sec:shared_memory_communication} |
\label{sect:shared_memory_communication} |
| 302 |
|
|
| 303 |
Under shared communication independent CPU's are operating |
Under shared communication independent CPU's are operating |
| 304 |
on the exact same global address space at the application level. |
on the exact same global address space at the application level. |
| 324 |
communication very efficient provided it is used appropriately. |
communication very efficient provided it is used appropriately. |
| 325 |
|
|
| 326 |
\subsubsection{Memory consistency} |
\subsubsection{Memory consistency} |
| 327 |
\label{sec:memory_consistency} |
\label{sect:memory_consistency} |
| 328 |
|
|
| 329 |
When using shared memory communication between |
When using shared memory communication between |
| 330 |
multiple processors the WRAPPER level shields user applications from |
multiple processors the WRAPPER level shields user applications from |
| 348 |
ensure memory consistency for a particular platform. |
ensure memory consistency for a particular platform. |
| 349 |
|
|
| 350 |
\subsubsection{Cache effects and false sharing} |
\subsubsection{Cache effects and false sharing} |
| 351 |
\label{sec:cache_effects_and_false_sharing} |
\label{sect:cache_effects_and_false_sharing} |
| 352 |
|
|
| 353 |
Shared-memory machines often have local to processor memory caches |
Shared-memory machines often have local to processor memory caches |
| 354 |
which contain mirrored copies of main memory. Automatic cache-coherence |
which contain mirrored copies of main memory. Automatic cache-coherence |
| 367 |
threads operating within a single process is the standard mechanism for |
threads operating within a single process is the standard mechanism for |
| 368 |
supporting shared memory that the WRAPPER utilizes. Configuring and launching |
supporting shared memory that the WRAPPER utilizes. Configuring and launching |
| 369 |
code to run in multi-threaded mode on specific platforms is discussed in |
code to run in multi-threaded mode on specific platforms is discussed in |
| 370 |
section \ref{sec:running_with_threads}. However, on many systems, potentially |
section \ref{sect:running_with_threads}. However, on many systems, potentially |
| 371 |
very efficient mechanisms for using shared memory communication between |
very efficient mechanisms for using shared memory communication between |
| 372 |
multiple processes (in contrast to multiple threads within a single |
multiple processes (in contrast to multiple threads within a single |
| 373 |
process) also exist. In most cases this works by making a limited region of |
process) also exist. In most cases this works by making a limited region of |
| 380 |
nature. |
nature. |
| 381 |
|
|
| 382 |
\subsection{Distributed memory communication} |
\subsection{Distributed memory communication} |
| 383 |
\label{sec:distributed_memory_communication} |
\label{sect:distributed_memory_communication} |
| 384 |
Many parallel systems are not constructed in a way where it is |
Many parallel systems are not constructed in a way where it is |
| 385 |
possible or practical for an application to use shared memory |
possible or practical for an application to use shared memory |
| 386 |
for communication. For example cluster systems consist of individual computers |
for communication. For example cluster systems consist of individual computers |
| 394 |
highly optimized library. |
highly optimized library. |
| 395 |
|
|
| 396 |
\subsection{Communication primitives} |
\subsection{Communication primitives} |
| 397 |
\label{sec:communication_primitives} |
\label{sect:communication_primitives} |
| 398 |
|
|
| 399 |
\begin{figure} |
\begin{figure} |
| 400 |
\begin{center} |
\begin{center} |
| 402 |
\includegraphics{part4/comm-primm.eps} |
\includegraphics{part4/comm-primm.eps} |
| 403 |
} |
} |
| 404 |
\end{center} |
\end{center} |
| 405 |
\caption{Three performance critical parallel primititives are provided |
\caption{Three performance critical parallel primitives are provided |
| 406 |
by the WRAPPER. These primititives are always used to communicate data |
by the WRAPPER. These primitives are always used to communicate data |
| 407 |
between tiles. The figure shows four tiles. The curved arrows indicate |
between tiles. The figure shows four tiles. The curved arrows indicate |
| 408 |
exchange primitives which transfer data between the overlap regions at tile |
exchange primitives which transfer data between the overlap regions at tile |
| 409 |
edges and interior regions for nearest-neighbor tiles. |
edges and interior regions for nearest-neighbor tiles. |
| 538 |
computing CPU's. |
computing CPU's. |
| 539 |
\end{enumerate} |
\end{enumerate} |
| 540 |
This section describes the details of each of these operations. |
This section describes the details of each of these operations. |
| 541 |
Section \ref{sec:specifying_a_decomposition} explains how the way in which |
Section \ref{sect:specifying_a_decomposition} explains how the way in which |
| 542 |
a domain is decomposed (or composed) is expressed. Section |
a domain is decomposed (or composed) is expressed. Section |
| 543 |
\ref{sec:starting_a_code} describes practical details of running codes |
\ref{sect:starting_a_code} describes practical details of running codes |
| 544 |
in various different parallel modes on contemporary computer systems. |
in various different parallel modes on contemporary computer systems. |
| 545 |
Section \ref{sec:controlling_communication} explains the internal information |
Section \ref{sect:controlling_communication} explains the internal information |
| 546 |
that the WRAPPER uses to control how information is communicated between |
that the WRAPPER uses to control how information is communicated between |
| 547 |
tiles. |
tiles. |
| 548 |
|
|
| 549 |
\subsection{Specifying a domain decomposition} |
\subsection{Specifying a domain decomposition} |
| 550 |
\label{sec:specifying_a_decomposition} |
\label{sect:specifying_a_decomposition} |
| 551 |
|
|
| 552 |
At its heart much of the WRAPPER works only in terms of a collection of tiles |
At its heart much of the WRAPPER works only in terms of a collection of tiles |
| 553 |
which are interconnected to each other. This is also true of application |
which are interconnected to each other. This is also true of application |
| 599 |
dimensions of {\em sNx} and {\em sNy}. If, when the code is executed, these tiles are |
dimensions of {\em sNx} and {\em sNy}. If, when the code is executed, these tiles are |
| 600 |
allocated to different threads of a process that are then bound to |
allocated to different threads of a process that are then bound to |
| 601 |
different physical processors ( see the multi-threaded |
different physical processors ( see the multi-threaded |
| 602 |
execution discussion in section \ref{sec:starting_the_code} ) then |
execution discussion in section \ref{sect:starting_the_code} ) then |
| 603 |
computation will be performed concurrently on each tile. However, it is also |
computation will be performed concurrently on each tile. However, it is also |
| 604 |
possible to run the same decomposition within a process running a single thread on |
possible to run the same decomposition within a process running a single thread on |
| 605 |
a single processor. In this case the tiles will be computed over sequentially. |
a single processor. In this case the tiles will be computed over sequentially. |
| 790 |
This set of values can be used for a cube sphere calculation. |
This set of values can be used for a cube sphere calculation. |
| 791 |
Each tile of size $32 \times 32$ represents a face of the |
Each tile of size $32 \times 32$ represents a face of the |
| 792 |
cube. Initializing the tile connectivity correctly ( see section |
cube. Initializing the tile connectivity correctly ( see section |
| 793 |
\ref{sec:cube_sphere_communication}. allows the rotations associated with |
\ref{sect:cube_sphere_communication}. allows the rotations associated with |
| 794 |
moving between the six cube faces to be embedded within the |
moving between the six cube faces to be embedded within the |
| 795 |
tile-tile communication code. |
tile-tile communication code. |
| 796 |
\end{enumerate} |
\end{enumerate} |
| 797 |
|
|
| 798 |
|
|
| 799 |
\subsection{Starting the code} |
\subsection{Starting the code} |
| 800 |
\label{sec:starting_the_code} |
\label{sect:starting_the_code} |
| 801 |
When code is started under the WRAPPER, execution begins in a main routine {\em |
When code is started under the WRAPPER, execution begins in a main routine {\em |
| 802 |
eesupp/src/main.F} that is owned by the WRAPPER. Control is transferred |
eesupp/src/main.F} that is owned by the WRAPPER. Control is transferred |
| 803 |
to the application through a routine called {\em THE\_MODEL\_MAIN()} |
to the application through a routine called {\em THE\_MODEL\_MAIN()} |
| 842 |
\end{figure} |
\end{figure} |
| 843 |
|
|
| 844 |
\subsubsection{Multi-threaded execution} |
\subsubsection{Multi-threaded execution} |
| 845 |
\label{sec:multi-threaded-execution} |
\label{sect:multi-threaded-execution} |
| 846 |
Prior to transferring control to the procedure {\em THE\_MODEL\_MAIN()} the |
Prior to transferring control to the procedure {\em THE\_MODEL\_MAIN()} the |
| 847 |
WRAPPER may cause several coarse grain threads to be initialized. The routine |
WRAPPER may cause several coarse grain threads to be initialized. The routine |
| 848 |
{\em THE\_MODEL\_MAIN()} is called once for each thread and is passed a single |
{\em THE\_MODEL\_MAIN()} is called once for each thread and is passed a single |
| 849 |
stack argument which is the thread number, stored in the |
stack argument which is the thread number, stored in the |
| 850 |
variable {\em myThid}. In addition to specifying a decomposition with |
variable {\em myThid}. In addition to specifying a decomposition with |
| 851 |
multiple tiles per process ( see section \ref{sec:specifying_a_decomposition}) |
multiple tiles per process ( see section \ref{sect:specifying_a_decomposition}) |
| 852 |
configuring and starting a code to run using multiple threads requires the following |
configuring and starting a code to run using multiple threads requires the following |
| 853 |
steps.\\ |
steps.\\ |
| 854 |
|
|
| 930 |
} \\ |
} \\ |
| 931 |
|
|
| 932 |
\subsubsection{Multi-process execution} |
\subsubsection{Multi-process execution} |
| 933 |
\label{sec:multi-process-execution} |
\label{sect:multi-process-execution} |
| 934 |
|
|
| 935 |
Despite its appealing programming model, multi-threaded execution remains |
Despite its appealing programming model, multi-threaded execution remains |
| 936 |
less common then multi-process execution. One major reason for this |
less common then multi-process execution. One major reason for this |
| 942 |
|
|
| 943 |
Multi-process execution is more ubiquitous. |
Multi-process execution is more ubiquitous. |
| 944 |
In order to run code in a multi-process configuration a decomposition |
In order to run code in a multi-process configuration a decomposition |
| 945 |
specification ( see section \ref{sec:specifying_a_decomposition}) |
specification ( see section \ref{sect:specifying_a_decomposition}) |
| 946 |
is given ( in which the at least one of the |
is given ( in which the at least one of the |
| 947 |
parameters {\em nPx} or {\em nPy} will be greater than one) |
parameters {\em nPx} or {\em nPy} will be greater than one) |
| 948 |
and then, as for multi-threaded operation, |
and then, as for multi-threaded operation, |
| 1006 |
\begin{verbatim} |
\begin{verbatim} |
| 1007 |
mpirun -np 64 -machinefile mf ./mitgcmuv |
mpirun -np 64 -machinefile mf ./mitgcmuv |
| 1008 |
\end{verbatim} |
\end{verbatim} |
| 1009 |
In this example the text {\em -np 64} specifices the number of processes |
In this example the text {\em -np 64} specifies the number of processes |
| 1010 |
that will be created. The numeric value {\em 64} must be equal to the |
that will be created. The numeric value {\em 64} must be equal to the |
| 1011 |
product of the processor grid settings of {\em nPx} and {\em nPy} |
product of the processor grid settings of {\em nPx} and {\em nPy} |
| 1012 |
in the file {\em SIZE.h}. The parameter {\em mf} specifies that a text file |
in the file {\em SIZE.h}. The parameter {\em mf} specifies that a text file |
| 1112 |
neighbor to communicate with on a particular face. A value |
neighbor to communicate with on a particular face. A value |
| 1113 |
of {\em COMM\_MSG} is used to indicated that some form of distributed |
of {\em COMM\_MSG} is used to indicated that some form of distributed |
| 1114 |
memory communication is required to communicate between |
memory communication is required to communicate between |
| 1115 |
these tile faces ( see section \ref{sec:distributed_memory_communication}). |
these tile faces ( see section \ref{sect:distributed_memory_communication}). |
| 1116 |
A value of {\em COMM\_PUT} or {\em COMM\_GET} is used to indicate |
A value of {\em COMM\_PUT} or {\em COMM\_GET} is used to indicate |
| 1117 |
forms of shared memory communication ( see section |
forms of shared memory communication ( see section |
| 1118 |
\ref{sec:shared_memory_communication}). The {\em COMM\_PUT} value indicates |
\ref{sect:shared_memory_communication}). The {\em COMM\_PUT} value indicates |
| 1119 |
that a CPU should communicate by writing to data structures owned by another |
that a CPU should communicate by writing to data structures owned by another |
| 1120 |
CPU. A {\em COMM\_GET} value indicates that a CPU should communicate by reading |
CPU. A {\em COMM\_GET} value indicates that a CPU should communicate by reading |
| 1121 |
from data structures owned by another CPU. These flags affect the behavior |
from data structures owned by another CPU. These flags affect the behavior |
| 1166 |
are read from the file {\em eedata}. If the value of {\em nThreads} |
are read from the file {\em eedata}. If the value of {\em nThreads} |
| 1167 |
is inconsistent with the number of threads requested from the |
is inconsistent with the number of threads requested from the |
| 1168 |
operating system (for example by using an environment |
operating system (for example by using an environment |
| 1169 |
variable as described in section \ref{sec:multi_threaded_execution}) |
variable as described in section \ref{sect:multi_threaded_execution}) |
| 1170 |
then usually an error will be reported by the routine |
then usually an error will be reported by the routine |
| 1171 |
{\em CHECK\_THREADS}.\\ |
{\em CHECK\_THREADS}.\\ |
| 1172 |
|
|
| 1184 |
} |
} |
| 1185 |
|
|
| 1186 |
\item {\bf memsync flags} |
\item {\bf memsync flags} |
| 1187 |
As discussed in section \ref{sec:memory_consistency}, when using shared memory, |
As discussed in section \ref{sect:memory_consistency}, when using shared memory, |
| 1188 |
a low-level system function may be need to force memory consistency. |
a low-level system function may be need to force memory consistency. |
| 1189 |
The routine {\em MEMSYNC()} is used for this purpose. This routine should |
The routine {\em MEMSYNC()} is used for this purpose. This routine should |
| 1190 |
not need modifying and the information below is only provided for |
not need modifying and the information below is only provided for |
| 1210 |
\end{verbatim} |
\end{verbatim} |
| 1211 |
|
|
| 1212 |
\item {\bf Cache line size} |
\item {\bf Cache line size} |
| 1213 |
As discussed in section \ref{sec:cache_effects_and_false_sharing}, |
As discussed in section \ref{sect:cache_effects_and_false_sharing}, |
| 1214 |
milti-threaded codes explicitly avoid penalties associated with excessive |
milti-threaded codes explicitly avoid penalties associated with excessive |
| 1215 |
coherence traffic on an SMP system. To do this the sgared memory data structures |
coherence traffic on an SMP system. To do this the shared memory data structures |
| 1216 |
used by the {\em GLOBAL\_SUM}, {\em GLOBAL\_MAX} and {\em BARRIER} routines |
used by the {\em GLOBAL\_SUM}, {\em GLOBAL\_MAX} and {\em BARRIER} routines |
| 1217 |
are padded. The variables that control the padding are set in the |
are padded. The variables that control the padding are set in the |
| 1218 |
header file {\em EEPARAMS.h}. These variables are called |
header file {\em EEPARAMS.h}. These variables are called |
| 1220 |
{\em lShare8}. The default values should not normally need changing. |
{\em lShare8}. The default values should not normally need changing. |
| 1221 |
\item {\bf \_BARRIER} |
\item {\bf \_BARRIER} |
| 1222 |
This is a CPP macro that is expanded to a call to a routine |
This is a CPP macro that is expanded to a call to a routine |
| 1223 |
which synchronises all the logical processors running under the |
which synchronizes all the logical processors running under the |
| 1224 |
WRAPPER. Using a macro here preserves flexibility to insert |
WRAPPER. Using a macro here preserves flexibility to insert |
| 1225 |
a specialized call in-line into application code. By default this |
a specialized call in-line into application code. By default this |
| 1226 |
resolves to calling the procedure {\em BARRIER()}. The default |
resolves to calling the procedure {\em BARRIER()}. The default |
| 1228 |
|
|
| 1229 |
\item {\bf \_GSUM} |
\item {\bf \_GSUM} |
| 1230 |
This is a CPP macro that is expanded to a call to a routine |
This is a CPP macro that is expanded to a call to a routine |
| 1231 |
which sums up a floating point numner |
which sums up a floating point number |
| 1232 |
over all the logical processors running under the |
over all the logical processors running under the |
| 1233 |
WRAPPER. Using a macro here provides extra flexibility to insert |
WRAPPER. Using a macro here provides extra flexibility to insert |
| 1234 |
a specialized call in-line into application code. By default this |
a specialized call in-line into application code. By default this |
| 1235 |
resolves to calling the procedure {\em GLOBAL\_SOM\_R8()} ( for |
resolves to calling the procedure {\em GLOBAL\_SUM\_R8()} ( for |
| 1236 |
84=bit floating point operands) |
64-bit floating point operands) |
| 1237 |
or {\em GLOBAL\_SOM\_R4()} (for 32-bit floating point operands). The default |
or {\em GLOBAL\_SUM\_R4()} (for 32-bit floating point operands). The default |
| 1238 |
setting for the \_GSUM macro is given in the file {\em CPP\_EEMACROS.h}. |
setting for the \_GSUM macro is given in the file {\em CPP\_EEMACROS.h}. |
| 1239 |
The \_GSUM macro is a performance critical operation, especially for |
The \_GSUM macro is a performance critical operation, especially for |
| 1240 |
large processor count, small tile size configurations. |
large processor count, small tile size configurations. |
| 1241 |
The custom communication example discussed in section \ref{sec:jam_example} |
The custom communication example discussed in section \ref{sect:jam_example} |
| 1242 |
shows how the macro is used to invoke a custom global sum routine |
shows how the macro is used to invoke a custom global sum routine |
| 1243 |
for a specific set of hardware. |
for a specific set of hardware. |
| 1244 |
|
|
| 1252 |
in the header file {\em CPP\_EEMACROS.h}. As with \_GSUM, the |
in the header file {\em CPP\_EEMACROS.h}. As with \_GSUM, the |
| 1253 |
\_EXCH operation plays a crucial role in scaling to small tile, |
\_EXCH operation plays a crucial role in scaling to small tile, |
| 1254 |
large logical and physical processor count configurations. |
large logical and physical processor count configurations. |
| 1255 |
The example in section \ref{sec:jam_example} discusses defining an |
The example in section \ref{sect:jam_example} discusses defining an |
| 1256 |
optimised and specialized form on the \_EXCH operation. |
optimized and specialized form on the \_EXCH operation. |
| 1257 |
|
|
| 1258 |
The \_EXCH operation is also central to supporting grids such as |
The \_EXCH operation is also central to supporting grids such as |
| 1259 |
the cube-sphere grid. In this class of grid a rotation may be required |
the cube-sphere grid. In this class of grid a rotation may be required |
| 1260 |
between tiles. Aligning the coordinate requiring rotation with the |
between tiles. Aligning the coordinate requiring rotation with the |
| 1261 |
tile decomposistion, allows the coordinate transformation to |
tile decomposition, allows the coordinate transformation to |
| 1262 |
be embedded within a custom form of the \_EXCH primitive. |
be embedded within a custom form of the \_EXCH primitive. |
| 1263 |
|
|
| 1264 |
\item {\bf Reverse Mode} |
\item {\bf Reverse Mode} |
| 1265 |
The communication primitives \_EXCH and \_GSUM both employ |
The communication primitives \_EXCH and \_GSUM both employ |
| 1266 |
hand-written adjoint forms (or reverse mode) forms. |
hand-written adjoint forms (or reverse mode) forms. |
| 1267 |
These reverse mode forms can be found in the |
These reverse mode forms can be found in the |
| 1268 |
sourc code directory {\em pkg/autodiff}. |
source code directory {\em pkg/autodiff}. |
| 1269 |
For the global sum primitive the reverse mode form |
For the global sum primitive the reverse mode form |
| 1270 |
calls are to {\em GLOBAL\_ADSUM\_R4} and |
calls are to {\em GLOBAL\_ADSUM\_R4} and |
| 1271 |
{\em GLOBAL\_ADSUM\_R8}. The reverse mode form of the |
{\em GLOBAL\_ADSUM\_R8}. The reverse mode form of the |
| 1272 |
exchamge primitives are found in routines |
exchange primitives are found in routines |
| 1273 |
prefixed {\em ADEXCH}. The exchange routines make calls to |
prefixed {\em ADEXCH}. The exchange routines make calls to |
| 1274 |
the same low-level communication primitives as the forward mode |
the same low-level communication primitives as the forward mode |
| 1275 |
operations. However, the routine argument {\em simulationMode} |
operations. However, the routine argument {\em simulationMode} |
| 1281 |
maximum number of OS threads that a code will use. This |
maximum number of OS threads that a code will use. This |
| 1282 |
value defaults to thirty-two and is set in the file {\em EEPARAMS.h}. |
value defaults to thirty-two and is set in the file {\em EEPARAMS.h}. |
| 1283 |
For single threaded execution it can be reduced to one if required. |
For single threaded execution it can be reduced to one if required. |
| 1284 |
The va;lue is largely private to the WRAPPER and application code |
The value; is largely private to the WRAPPER and application code |
| 1285 |
will nor normally reference the value, except in the following scenario. |
will nor normally reference the value, except in the following scenario. |
| 1286 |
|
|
| 1287 |
For certain physical parametrization schemes it is necessary to have |
For certain physical parametrization schemes it is necessary to have |
| 1292 |
if this might be unavailable then the work arrays can be extended |
if this might be unavailable then the work arrays can be extended |
| 1293 |
with dimensions use the tile dimensioning scheme of {\em nSx} |
with dimensions use the tile dimensioning scheme of {\em nSx} |
| 1294 |
and {\em nSy} ( as described in section |
and {\em nSy} ( as described in section |
| 1295 |
\ref{sec:specifying_a_decomposition}). However, if the configuration |
\ref{sect:specifying_a_decomposition}). However, if the configuration |
| 1296 |
being specified involves many more tiles than OS threads then |
being specified involves many more tiles than OS threads then |
| 1297 |
it can save memory resources to reduce the variable |
it can save memory resources to reduce the variable |
| 1298 |
{\em MAX\_NO\_THREADS} to be equal to the actual number of threads that |
{\em MAX\_NO\_THREADS} to be equal to the actual number of threads that |
| 1299 |
will be used and to declare the physical parameterisation |
will be used and to declare the physical parameterization |
| 1300 |
work arrays with a sinble {\em MAX\_NO\_THREADS} extra dimension. |
work arrays with a single {\em MAX\_NO\_THREADS} extra dimension. |
| 1301 |
An example of this is given in the verification experiment |
An example of this is given in the verification experiment |
| 1302 |
{\em aim.5l\_cs}. Here the default setting of |
{\em aim.5l\_cs}. Here the default setting of |
| 1303 |
{\em MAX\_NO\_THREADS} is altered to |
{\em MAX\_NO\_THREADS} is altered to |
| 1310 |
\begin{verbatim} |
\begin{verbatim} |
| 1311 |
common /FORCIN/ sst1(ngp,MAX_NO_THREADS) |
common /FORCIN/ sst1(ngp,MAX_NO_THREADS) |
| 1312 |
\end{verbatim} |
\end{verbatim} |
| 1313 |
This declaration scheme is not used widely, becuase most global data |
This declaration scheme is not used widely, because most global data |
| 1314 |
is used for permanent not temporary storage of state information. |
is used for permanent not temporary storage of state information. |
| 1315 |
In the case of permanent state information this approach cannot be used |
In the case of permanent state information this approach cannot be used |
| 1316 |
because there has to be enough storage allocated for all tiles. |
because there has to be enough storage allocated for all tiles. |
| 1317 |
However, the technique can sometimes be a useful scheme for reducing memory |
However, the technique can sometimes be a useful scheme for reducing memory |
| 1318 |
requirements in complex physical paramterisations. |
requirements in complex physical parameterizations. |
| 1319 |
\end{enumerate} |
\end{enumerate} |
| 1320 |
|
|
| 1321 |
\begin{figure} |
\begin{figure} |
| 1348 |
The isolation of performance critical communication primitives and the |
The isolation of performance critical communication primitives and the |
| 1349 |
sub-division of the simulation domain into tiles is a powerful tool. |
sub-division of the simulation domain into tiles is a powerful tool. |
| 1350 |
Here we show how it can be used to improve application performance and |
Here we show how it can be used to improve application performance and |
| 1351 |
how it can be used to adapt to new gridding approaches. |
how it can be used to adapt to new griding approaches. |
| 1352 |
|
|
| 1353 |
\subsubsection{JAM example} |
\subsubsection{JAM example} |
| 1354 |
\label{sec:jam_example} |
\label{sect:jam_example} |
| 1355 |
On some platforms a big performance boost can be obtained by |
On some platforms a big performance boost can be obtained by |
| 1356 |
binding the communication routines {\em \_EXCH} and |
binding the communication routines {\em \_EXCH} and |
| 1357 |
{\em \_GSUM} to specialized native libraries ) fro example the |
{\em \_GSUM} to specialized native libraries ) fro example the |
| 1374 |
pattern. |
pattern. |
| 1375 |
|
|
| 1376 |
\subsubsection{Cube sphere communication} |
\subsubsection{Cube sphere communication} |
| 1377 |
\label{sec:cube_sphere_communication} |
\label{sect:cube_sphere_communication} |
| 1378 |
Actual {\em \_EXCH} routine code is generated automatically from |
Actual {\em \_EXCH} routine code is generated automatically from |
| 1379 |
a series of template files, for example {\em exch\_rx.template}. |
a series of template files, for example {\em exch\_rx.template}. |
| 1380 |
This is done to allow a large number of variations on the exchange |
This is done to allow a large number of variations on the exchange |
| 1407 |
|
|
| 1408 |
Fitting together the WRAPPER elements, package elements and |
Fitting together the WRAPPER elements, package elements and |
| 1409 |
MITgcm core equation elements of the source code produces calling |
MITgcm core equation elements of the source code produces calling |
| 1410 |
sequence shown in section \ref{sec:calling_sequence} |
sequence shown in section \ref{sect:calling_sequence} |
| 1411 |
|
|
| 1412 |
\subsection{Annotated call tree for MITgcm and WRAPPER} |
\subsection{Annotated call tree for MITgcm and WRAPPER} |
| 1413 |
\label{sec:calling_sequence} |
\label{sect:calling_sequence} |
| 1414 |
|
|
| 1415 |
WRAPPER layer. |
WRAPPER layer. |
| 1416 |
|
|