|
| 1 | +Date: Oct 19, 1994 |
| 2 | + |
| 3 | +This is the directory for the second release of the Stanford Parallel |
| 4 | +Applications for Shared-Memory (SPLASH-2) programs. For further |
| 5 | +information contact [email protected]. |
| 6 | + |
| 7 | +PLEASE NOTE: Due to our limited resources, we will be unable to spend |
| 8 | +much time answering questions about the applications. |
| 9 | + |
| 10 | +splash.tar contains the tared version of all the files. Grabbing this |
| 11 | +file will get you everything you need. We also keep the files |
| 12 | +individually untared for partial retrieval. The splash.tar file is not |
| 13 | +compressed, but the large files in it are. We attempted to compress the |
| 14 | +splash.tar file to reduce the file size further, but this resulted in |
| 15 | +a negative compression ratio. |
| 16 | + |
| 17 | + |
| 18 | +DIFFERENCES BETWEEN SPLASH AND SPLASH-2: |
| 19 | +---------------------------------------- |
| 20 | + |
| 21 | +The SPLASH-2 suite contains two types of codes: full applications and |
| 22 | +kernels. Each of the codes utilizes the Argonne National Laboratories |
| 23 | +(ANL) parmacs macros for parallel constructs. Unlike the codes in the |
| 24 | +original SPLASH release, each of the codes assumes the use of a |
| 25 | +"lightweight threads" model (which we hereafter refer to as the "threads" |
| 26 | +model) in which child processes share the same virtual address space as |
| 27 | +their parent process. In order for the codes to function correctly, |
| 28 | +the CREATE macro should call the proper Unix system routine (e.g. "sproc" |
| 29 | +in the Silicon Graphics IRIX operating system) instead of the "fork" |
| 30 | +routine that was used for SPLASH. The difference is that processes |
| 31 | +created with the Unix fork command receive their own private copies of |
| 32 | +all global variables. In the threads model, child processes share the |
| 33 | +same virtual address space, and hence all global data. Some of the |
| 34 | +codes function correctly when the Unix "fork" command is used for child |
| 35 | +process creation as well. Comments in the code header denote those |
| 36 | +applications which function correctly with "fork." |
| 37 | + |
| 38 | + |
| 39 | +MACROS: |
| 40 | +------- |
| 41 | + |
| 42 | +Macros for the previous release of the SPLASH application suite can be |
| 43 | +obtained via anonymous ftp to www-flash.stanford.edu. The macros are |
| 44 | +contained in the pub/old_splash/splash/macros subdirectory. HOWEVER, |
| 45 | +THE MACRO FILES MUST BE MODIFIED IN ORDER TO BE USED WITH SPLASH-2 CODES. |
| 46 | +The CREATE macros must be changed so that they call the proper process |
| 47 | +creation routine (See DIFFERENCES section above) instead of "fork." |
| 48 | + |
| 49 | +In this macros subdirectory, macros and sample makefiles are provided |
| 50 | +for three machines: |
| 51 | + |
| 52 | +Encore Multimax (CMU Mach 2.5: C and Fortran) |
| 53 | +SGI 4D/240 (IRIX System V Release 3.3: C only) |
| 54 | +Alliant FX/8 (Alliant Rev. 5.0: C and Fortran) |
| 55 | + |
| 56 | +These macros work for us with the above operating systems. Unfortunately, |
| 57 | +our limited resources prevent us from supporting them in any way or |
| 58 | +even fielding questions about them. If they don't work for you, please |
| 59 | +contact Argonne National Labs for a version that will. An e-mail address |
| 60 | +to try might be [email protected]. An excerpt from |
| 61 | +a message, received from Argonne, concerning obtaining the macros follows: |
| 62 | + |
| 63 | +"The parmacs package is in the public domain. Approximately 15 people at |
| 64 | +Argonne (or associated with Argonne or students) have worked on the |
| 65 | +parmacs package at one time or another. The parmacs package is |
| 66 | +implemented via macros using the M4 macropreprocessor (standard on most |
| 67 | +Unix systems). Current distribution of the software is somewhat ad hoc. |
| 68 | +Most C versions can be obtained from netlib (send electronic mail to |
| 69 | +[email protected] with the message send index from parmacs). Fortran |
| 70 | +versions have been emailed directly or sent on tape. The primary |
| 71 | +documentation for the parmacs package is the book ``Portable Programs for |
| 72 | +Parallel Processors'' by Lusk, et al, Holt, Rinehart, and Winston 1987." |
| 73 | + |
| 74 | +The makefiles provided in the individual program directories specify |
| 75 | +a null macro set that will turn the parallel programs into sequential |
| 76 | +ones. Note that we do not have a null macro set for FORTRAN. |
| 77 | + |
| 78 | + |
| 79 | +CODE ENHANCEMENTS: |
| 80 | +------------------ |
| 81 | + |
| 82 | +All of the codes are designed for shared address space multiprocessors |
| 83 | +with physically distributed main memory. For these types of machines, |
| 84 | +process migration and poor data distribution can decrease performance |
| 85 | +to suboptimal levels. In the applications, comments indicating potential |
| 86 | +enhancements can be found which will improve performance. Each potential |
| 87 | +enhancement is denoted by a comment beginning with "POSSIBLE ENHANCEMENT". |
| 88 | +The potential enhancements which we identify are: |
| 89 | + |
| 90 | + (1) Data Distribution |
| 91 | + |
| 92 | + Comments are placed in the code indicating where directives should |
| 93 | + be placed so that data can be migrated to the local memories of |
| 94 | + nodes, thus allowing for remote communication to be minimized. |
| 95 | + |
| 96 | + (2) Process-to-Processor Assignment |
| 97 | + |
| 98 | + Comments are placed in the code indicating where directives should |
| 99 | + be placed so that processes can be "pinned" to processors, |
| 100 | + preventing them from migrating from processor to processor. |
| 101 | + |
| 102 | +In addition, to facilitate simulation studies, we note points in the |
| 103 | +codes where statistics gathering routines should be turned on so that |
| 104 | +cold-start and initialization effects can be avoided. |
| 105 | + |
| 106 | +As previously mentioned, processes are assumed to be created through calls |
| 107 | +to a "threads" model creation routine. One important side effect is that |
| 108 | +this model causes all global variables to be shared (whereas the fork model |
| 109 | +causes all processes to get their own private copy of global variables). |
| 110 | +In order to mimic the behavior of global variables in the fork model, many |
| 111 | +of the applications provide arrays of structures that can be accessed by |
| 112 | +process ID, such as: |
| 113 | + |
| 114 | + struct per_process_info { |
| 115 | + char pad[PAD_LENGTH]; |
| 116 | + unsigned start_time; |
| 117 | + unsigned end_time; |
| 118 | + char pad[PAD_LENGTH]; |
| 119 | + } PPI[MAX_PROCS]; |
| 120 | + |
| 121 | +In these structures, padding is inserted to ensure that the structure |
| 122 | +information associated with each process can be placed on a different |
| 123 | +page of memory, and can thus be explicitly migrated to that processor's |
| 124 | +local memory system. We follow this strategy for certain variables since |
| 125 | +these data really belong to a process and should be allocated in its local |
| 126 | +memory. A programming model that had the ability to declare global private |
| 127 | +data would have automatically ensured that these data were private, and |
| 128 | +that false sharing did not occur across different structures in the |
| 129 | +array. However, since the threads model does not provide this capability, |
| 130 | +it is provided by explicitly introducing arrays of structures with padding. |
| 131 | +The padding constants used in the programs (PAD_LENGTH in this example) |
| 132 | +can easily be changed to suit the particular characteristics of a given |
| 133 | +system. The actual data that is manipulated by individual applications |
| 134 | +(e.g. grid points, particle data, etc) is not padded, however. |
| 135 | + |
| 136 | +Finally, for some applications we provide less-optimized versions of the |
| 137 | +codes. The less-optimized versions utilize data structures that lead to |
| 138 | +simpler implementations, but which do not allow for optimal data |
| 139 | +distribution (and can thus generate false-sharing). |
| 140 | + |
| 141 | + |
| 142 | +REPORT: |
| 143 | +------- |
| 144 | + |
| 145 | +A report will be put together shortly describing the structure, function, |
| 146 | +and performance characteristics of each application. The report will be |
| 147 | +similar to the original SPLASH report (see the original report for the |
| 148 | +issues discussed). The report will provide quantitative data (for two |
| 149 | +different cache line size) for characteristics such as working set size |
| 150 | +and miss rates (local versus remote, etc.). In addition, the report |
| 151 | +will discuss cache behavior and synchronization behavior of the |
| 152 | +applications as well. In the mean time, each application directory has |
| 153 | +a README file that describes how to run each application. In addition, |
| 154 | +most applications have comments in their headers describing how to run |
| 155 | +each application. |
| 156 | + |
| 157 | + |
| 158 | +README FILES: |
| 159 | +------------- |
| 160 | + |
| 161 | +Each application has an associated README file. It is VERY important to |
| 162 | +read these files carefully, as they discuss the important parameters to |
| 163 | +supply for each application, as well as other issues involved in running |
| 164 | +the programs. In each README file, we discuss the impact of explicitly |
| 165 | +distributing data on the Stanford DASH Multiprocessor. Unless otherwise |
| 166 | +specified, we assume that the default data distribution mechanism is |
| 167 | +through round-robin page allocation. |
| 168 | + |
| 169 | + |
| 170 | +PROBLEM SIZES: |
| 171 | +-------------- |
| 172 | + |
| 173 | +For each application, the README file describes a recommended problem |
| 174 | +size that is a reasonable base problem size that both can be simulated |
| 175 | +and is not too small for reality on a machine with up to 64 processors. |
| 176 | +For the purposes of studying algorithm performance, the parameters |
| 177 | +associated with each application can be varied. However, for the |
| 178 | +purposes of comparing machine architectures, the README files describe |
| 179 | +which parameters can be varied, and which should remain constant (or at |
| 180 | +their default values) for comparability. If the specific "base" |
| 181 | +parameters that are specified are not used, then results which are |
| 182 | +reported should explicitly state which parameters were changed, what |
| 183 | +their new values are, and address why they were changed. |
| 184 | + |
| 185 | + |
| 186 | +CORE PROGRAMS: |
| 187 | +-------------- |
| 188 | + |
| 189 | +Since the number of programs has increased over SPLASH, and since not |
| 190 | +everyone may be able to use all the programs in a given study, we |
| 191 | +identify some of the programs as "core" programs that should be used |
| 192 | +in most studies for comparability. In the currently available set, these |
| 193 | +core programs include: |
| 194 | + |
| 195 | +(1) Ocean Simulation |
| 196 | +(2) Hierarchical Radiosity |
| 197 | +(3) Water Simulation with Spatial data structure |
| 198 | +(4) Barnes-Hut |
| 199 | +(5) FFT |
| 200 | +(6) Blocked Sparse Cholesky Factorization |
| 201 | +(7) Radix Sort |
| 202 | + |
| 203 | +The less optimized versions of the programs, when provided, should be |
| 204 | +used only in addition to these. |
| 205 | + |
| 206 | + |
| 207 | +MAILING LIST: |
| 208 | +------------- |
| 209 | + |
| 210 | +Please send a note to [email protected] if you have copied over |
| 211 | +the programs, so that we can put you on a mailing list for update reports. |
| 212 | + |
| 213 | + |
| 214 | +AUTHORSHIP: |
| 215 | +----------- |
| 216 | + |
| 217 | +The applications provided in the SPLASH-2 suite were developed by a number |
| 218 | +of people. The report lists authors primarily responsible for the |
| 219 | +development of each application code. The codes were made ready for |
| 220 | +distribution and the README files were prepared by Steven Cameron Woo and |
| 221 | +Jaswinder Pal Singh. |
| 222 | + |
| 223 | + |
| 224 | +CODE CHANGES: |
| 225 | +------------- |
| 226 | + |
| 227 | +If modifications are made to the codes which improve their performance, |
| 228 | +we would like to hear about them. Please send email to |
| 229 | +[email protected] detailing the changes. |
| 230 | + |
| 231 | + |
| 232 | +UPDATE REPORTS: |
| 233 | +--------------- |
| 234 | + |
| 235 | +Watch this file for information regarding changes to codes and additions |
| 236 | +to the application suite. |
| 237 | + |
| 238 | + |
| 239 | +CHANGES: |
| 240 | +------- |
| 241 | + |
| 242 | +10-21-94: Ocean code, contiguous partitions, line 247 of slave1.C changed |
| 243 | + from |
| 244 | + |
| 245 | + t2a[0][0] = hh3*t2a[0][0]+hh1*psi[procid][1][0][0]; |
| 246 | + |
| 247 | + to |
| 248 | + |
| 249 | + t2a[0][0] = hh3*t2a[0][0]+hh1*t2c[0][0]; |
| 250 | + |
| 251 | + This change does not affect correctness; it is an optimization |
| 252 | + that was performed elsewhere in the code but overlooked here. |
| 253 | + |
| 254 | +11-01-94: Barnes, file code_io.C, line 55 changed from |
| 255 | + |
| 256 | + in_real(instr, tnow); |
| 257 | + |
| 258 | + to |
| 259 | + |
| 260 | + in_real(instr, &tnow); |
| 261 | + |
| 262 | +11-01-94: Raytrace, file main.C, lines 216-223 changed from |
| 263 | + |
| 264 | + if ((pid == 0) || (dostats)) |
| 265 | + CLOCK(end); |
| 266 | + |
| 267 | + gm->partime[0] = (end - begin) & 0x7FFFFFFF; |
| 268 | + if (pid == 0) gm->par_start_time = begin; |
| 269 | + |
| 270 | +/* printf("Process %ld elapsed time %lu.\n", pid, lapsed); */ |
| 271 | + |
| 272 | + } |
| 273 | + |
| 274 | + to |
| 275 | + |
| 276 | + if ((pid == 0) || (dostats)) { |
| 277 | + CLOCK(end); |
| 278 | + gm->partime[pid] = (end - begin) & 0x7FFFFFFF; |
| 279 | + if (pid == 0) gm->par_start_time = begin; |
| 280 | + } |
| 281 | + |
| 282 | +11-13-94: Raytrace, file memory.C |
| 283 | + |
| 284 | + The use of the word MAIN_INITENV in a comment in memory.c causes |
| 285 | + m4 to expand this macro, and some implementations may get confused |
| 286 | + and generate the wrong C code. |
| 287 | + |
| 288 | +11-13-94: Radiosity, file rad_main.C |
| 289 | + |
| 290 | + rad_main.C uses the macro CREATE_LITE. All three instances of |
| 291 | + CREATE_LITE should be changed to CREATE. |
| 292 | + |
| 293 | +11-13-94: Water-spatial and Water-nsquared, file makefile |
| 294 | + |
| 295 | + makefiles were changed so that the compilation phases included the |
| 296 | + CFLAGS options instead of the CCOPTS options, which did not exist. |
| 297 | + |
| 298 | +11-17-94: FMM, file particle.C |
| 299 | + |
| 300 | + Comment regarding data distribution of particle_array data |
| 301 | + structure is incorrect. Round-robin allocation should be used. |
| 302 | + |
| 303 | +11-18-94: OCEAN, contiguous partitions, files main.C and linkup.C |
| 304 | + |
| 305 | + Eliminated a problem which caused non-doubleword aligned |
| 306 | + accesses to doublewords for the uniprocessor case. |
| 307 | + |
| 308 | + main.C: Added lines 467-471: |
| 309 | + |
| 310 | + if (nprocs%2 == 1) { /* To make sure that the actual data |
| 311 | + starts double word aligned, add an extra |
| 312 | + pointer */ |
| 313 | + d_size += sizeof(double ***); |
| 314 | + } |
| 315 | + |
| 316 | + Added same lines in file linkup.C at line numbers 100 and 159. |
| 317 | + |
| 318 | +07-30-95: RADIX has been changed. A tree-structured parallel prefix |
| 319 | + computation is now used instead of a linear one. |
| 320 | + |
| 321 | + LU had been modified. A comment describing how to distribute |
| 322 | + data (one of the POSSIBLE ENHANCEMENTS) was incorrect for the |
| 323 | + contiguous_blocks version of LU. Also, a modification was made |
| 324 | + that reduces false sharing at line 206 of lu.C: |
| 325 | + |
| 326 | + last_malloc[i] = (double *) (((unsigned) last_malloc[i]) + PAGE_SIZE - |
| 327 | + ((unsigned) last_malloc[i]) % PAGE_SIZE); |
| 328 | + |
| 329 | + A subdirectory shmem_files was added under the codes directory. |
| 330 | + This directory contains a file that can be compiled on SGI machines |
| 331 | + which replaces the libsgi.a file distributed in the original SPLASH |
| 332 | + release. |
| 333 | + |
| 334 | +09-26-95: Fixed a bug in LU. Line 201 was changed from |
| 335 | + |
| 336 | + last_malloc[i] = (double *) G_MALLOC(proc_bytes[i]) |
| 337 | + |
| 338 | + to |
| 339 | + |
| 340 | + last_malloc[i] = (double *) G_MALLOC(proc_bytes[i] + PAGE_SIZE) |
| 341 | + |
| 342 | + Fixed similar bugs in WATER-NSQUARED and WATER-SPATIAL. Both |
| 343 | + codes needed a barrier added into the mdmain.C files. In both |
| 344 | + codes, the line |
| 345 | + |
| 346 | + BARRIER(gl->start, NumProcs); |
| 347 | + |
| 348 | + was added. In WATER-NSQUARED, it was added in mdmain.C at line |
| 349 | + 84. In WATER-SPATIAL, it was added in mdmain.C at line 107. |
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