diff options
| author | Isaac Wu <isaacwu@a8.Millennium.Berkeley.EDU> | 2014-04-30 18:55:16 -0700 |
|---|---|---|
| committer | Isaac Wu <isaacwu@a8.Millennium.Berkeley.EDU> | 2014-04-30 18:59:47 -0700 |
| commit | 7d73ab3250da20d297d5134c028e7a1eb213683c (patch) | |
| tree | 543d7d49cf689a3b2a1298b368334a9ccffbe3a7 | |
| parent | 2425e5b6f7a7aa7cfa1312a29c7bac81f6be318b (diff) | |
| download | riscv-tests-7d73ab3250da20d297d5134c028e7a1eb213683c.zip riscv-tests-7d73ab3250da20d297d5134c028e7a1eb213683c.tar.gz riscv-tests-7d73ab3250da20d297d5134c028e7a1eb213683c.tar.bz2 | |
Added stream benchmark to tests
| -rw-r--r-- | benchmarks/Makefile | 2 | ||||
| -rw-r--r-- | benchmarks/stream/README.FAQ.ps | 3952 | ||||
| -rw-r--r-- | benchmarks/stream/README.index.ps | 3740 | ||||
| -rw-r--r-- | benchmarks/stream/bmark.mk | 30 | ||||
| -rw-r--r-- | benchmarks/stream/index.html | 241 | ||||
| -rw-r--r-- | benchmarks/stream/ref.html | 319 | ||||
| -rw-r--r-- | benchmarks/stream/second_cpu.c | 15 | ||||
| -rw-r--r-- | benchmarks/stream/second_cpu.f | 21 | ||||
| -rw-r--r-- | benchmarks/stream/second_wall.c | 25 | ||||
| -rw-r--r-- | benchmarks/stream/stream.FILES | 8 | ||||
| -rwxr-xr-x | benchmarks/stream/stream.Parallel_jobs | 31 | ||||
| -rw-r--r-- | benchmarks/stream/stream.README | 81 | ||||
| -rwxr-xr-x | benchmarks/stream/stream_d | bin | 0 -> 57017 bytes | |||
| -rw-r--r-- | benchmarks/stream/stream_d.c | 165 | ||||
| -rw-r--r-- | benchmarks/stream/stream_d.f | 427 | ||||
| -rw-r--r-- | benchmarks/stream/stream_logo.gif | bin | 0 -> 2498 bytes |
16 files changed, 9057 insertions, 0 deletions
diff --git a/benchmarks/Makefile b/benchmarks/Makefile index f0531e8..a84e616 100644 --- a/benchmarks/Makefile +++ b/benchmarks/Makefile @@ -27,6 +27,7 @@ bmarks = \ spmv \ mt-vvadd \ sdisorder \ + stream \ #vec-fft \ #mt-matmul \ #vec-vvadd \ @@ -45,6 +46,7 @@ bmarks_host = \ vec-cmplxmult \ vec-matmul \ sdisorder \ + stream \ #-------------------------------------------------------------------- # Build rules diff --git a/benchmarks/stream/README.FAQ.ps b/benchmarks/stream/README.FAQ.ps new file mode 100644 index 0000000..8fa8fb3 --- /dev/null +++ b/benchmarks/stream/README.FAQ.ps @@ -0,0 +1,3952 @@ +%!PS-Adobe-3.0 +%%BoundingBox: 54 72 558 720 +%%Creator: Mozilla (NetScape) HTML->PS +%%DocumentData: Clean7Bit +%%Orientation: Portrait +%%Pages: 5 +%%PageOrder: Ascend +%%Title: STREAM Benchmark Reference Information +%%EndComments +%%BeginProlog +[ /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef + /.notdef /.notdef /.notdef /.notdef /.notdef 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matrix currentmatrix currentpoint translate + 3 1 roll scale newpath 0 0 1 0 360 arc setmatrix } bind def +/F0 + /Times-Roman findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f0 { /F0 findfont exch scalefont setfont } bind def +/F1 + /Times-Bold findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f1 { /F1 findfont exch scalefont setfont } bind def +/F2 + /Times-Italic findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f2 { /F2 findfont exch scalefont setfont } bind def +/F3 + /Times-BoldItalic findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f3 { /F3 findfont exch scalefont setfont } bind def +/F4 + /Courier findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f4 { /F4 findfont exch scalefont setfont } bind def +/F5 + /Courier-Bold findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f5 { /F5 findfont exch scalefont setfont } bind def +/F6 + /Courier-Oblique findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f6 { /F6 findfont exch scalefont setfont } bind def +/F7 + /Courier-BoldOblique findfont + dup length dict begin + {1 index /FID ne {def} {pop pop} ifelse} forall + /Encoding isolatin1encoding def + currentdict end +definefont pop +/f7 { /F7 findfont exch scalefont setfont } bind def +/rhc { + { + currentfile read { + dup 97 ge + { 87 sub true exit } + { dup 48 ge { 48 sub true exit } { pop } ifelse } + ifelse + } { + false + exit + } ifelse + } loop +} bind def + +/cvgray { % xtra_char npix cvgray - (string npix long) + dup string + 0 + { + rhc { cvr 4.784 mul } { exit } ifelse + rhc { cvr 9.392 mul } { exit } ifelse + rhc { cvr 1.824 mul } { exit } ifelse + add add cvi 3 copy put pop + 1 add + dup 3 index ge { exit } if + } loop + pop + 3 -1 roll 0 ne { rhc { pop } if } if + exch pop +} bind def + +/smartimage12rgb { % w h b [matrix] smartimage12rgb - + /colorimage where { + pop + { currentfile rowdata readhexstring pop } + false 3 + colorimage + } { + exch pop 8 exch + 3 index 12 mul 8 mod 0 ne { 1 } { 0 } ifelse + 4 index + 6 2 roll + { 2 copy cvgray } + image + pop pop + } ifelse +} def +/cshow { dup stringwidth pop 2 div neg 0 rmoveto show } bind def +/rshow { dup stringwidth pop neg 0 rmoveto show } bind def +/BeginEPSF { + /b4_Inc_state save def + /dict_count countdictstack def + /op_count count 1 sub def + userdict begin + /showpage {} def + 0 setgray 0 setlinecap 1 setlinewidth 0 setlinejoin + 10 setmiterlimit [] 0 setdash newpath + /languagelevel where + { pop languagelevel 1 ne + { false setstrokeadjust false setoverprint } if + } if +} bind def +/EndEPSF { + count op_count sub {pop} repeat + countdictstack dict_count sub {end} repeat + b4_Inc_state restore +} bind def +%%EndProlog +%%Page: 1 1 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +0 708.7 moveto +12 f1 +(Department of Computer Science) show +171.6 708.7 moveto +12 f0 +( ) show +0 695.4 moveto +12 f0 +(School of Engineering and Applied Science) show +210.3 695.4 moveto +12 f0 +( ) show +0 682.1 moveto +12 f0 +(University of Virginia) show +106.6 682.1 moveto +12 f0 +(, ) show +112.6 682.1 moveto +12 f0 +(Charlottesville, Virginia) show +229.2 682.1 moveto +12 f0 +( ) show +0 673 moveto +275.8 0 rlineto 0 -1.4 rlineto -275.8 0 rlineto closepath fill +0 636.1 moveto +18 f1 +(FAQ's) show +0.2 612.3 moveto +0.25 0.25 c fill +1 608.2 moveto +12 f0 +(Background:) show +62.9 608.2 moveto +12 f0 +( ) show +18.1 585.7 moveto +3.3 3.3 c fill +28 581.6 moveto +12 f0 +(What is STREAM?) show +121.9 581.6 moveto +12 f0 +( ) show +18.1 572.4 moveto +3.3 3.3 c fill +28 568.3 moveto +12 f0 +(Why should I care?) show +121.6 568.3 moveto +12 f0 +( ) show +0.2 545.8 moveto +0.25 0.25 c fill +1 541.7 moveto +12 f0 +(Technical Information:) show +111.9 541.7 moveto +12 f0 +( ) show +18.1 519.2 moveto +3.3 3.3 c fill +28 515.1 moveto +12 f0 +(How do I run STREAM?) show +149.3 515.1 moveto +12 f0 +( ) show +18.1 505.9 moveto +3.3 3.3 c fill +28 501.8 moveto +12 f0 +(How does STREAM count Bytes and FLOPs?) show +250.6 501.8 moveto +12 f0 +( ) show +0.2 479.3 moveto +0.25 0.25 c fill +1 475.2 moveto +12 f0 +(Administration:) show +77 475.2 moveto +12 f0 +( ) show +18.1 452.7 moveto +3.3 3.3 c fill +28 448.6 moveto +12 f0 +(Who is responsible for STREAM?) show +193.9 448.6 moveto +12 f0 +( ) show +18.1 439.4 moveto +3.3 3.3 c fill +28 435.3 moveto +12 f0 +(How can I help?) show +106.9 435.3 moveto +12 f0 +( ) show +18.1 426.1 moveto +3.3 3.3 c fill +28 422 moveto +12 f0 +(Future directions for STREAM?) show +183.6 422 moveto +12 f0 +( ) show +0 399.6 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 366.5 moveto +14 f1 +(What is STREAM?) show +0 339.5 moveto +12 f0 +(The STREAM benchmark is a simple synthetic benchmark program that measures sustainable memory) show +0 326.2 moveto +12 f0 +(bandwidth \(in MB/s\) and the corresponding computation rate for simple vector kernels. ) show +0 317.1 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 284 moveto +14 f1 +(Why should I care?) show +0 257 moveto +12 f0 +(Computer cpus are getting faster much more quickly than computer memory systems. 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+ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +grestore +pagelevel restore +showpage +%%Page: 2 2 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +0 705.5 moveto +12 f0 +(A somewhat broader look on the issue, see my paper: ) show +259.6 705.5 moveto +12 f0 +(Memory Bandwidth and Machine Balance in) show +0 692.2 moveto +12 f0 +(Current High Performance Computers) show +183.6 692.2 moveto +12 f0 +(. A version of this paper was published in the newsletter of the) show +0 678.9 moveto +12 f0 +(IEEE ) show +28.9 678.9 moveto +12 f0 +(Technical Committee on Computer Architecture \(TCCA\)) show +304.5 678.9 moveto +12 f0 +( in December 1995. ) show +0 669.8 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 636.7 moveto +14 f1 +(How Do I Run STREAM?) show +0 609.7 moveto +12 f0 +(STREAM is relatively easy to run, though there are bazillions of variations in operating systems and) show +0 596.4 moveto +12 f0 +(hardware, so it is hard to be comprehensive. ) show +0 569.8 moveto +12 f0 +(There are a couple of systems with precompiled binaries: ) show +18.1 547.3 moveto +3.3 3.3 c fill +28 543.2 moveto +12 f0 +(PC's running DOS - ) show +128.6 543.2 moveto +12 f0 +(zipped binary package) show +236.5 543.2 moveto +12 f0 +( ) show +18.1 534 moveto +3.3 3.3 c fill +28 529.9 moveto +12 f0 +(PC's running Windows95/98/NT - ) show +197.3 529.9 moveto +12 f0 +(use this binary) show +267.2 529.9 moveto +12 f0 +( ) show +18.1 520.7 moveto +3.3 3.3 c fill +28 516.6 moveto +12 f0 +(PC's running Linux - ) show +133.3 516.6 moveto +12 f0 +(use this binary) show +203.2 516.6 moveto +12 f0 +( ) show +18.1 507.4 moveto +3.3 3.3 c fill +28 503.3 moveto +12 f0 +(Power Mac systems - ) show +133.9 503.3 moveto +12 f0 +(grab this set of binaries) show +245.8 503.3 moveto +12 f0 +( ) show +0 476.7 moveto +12 f0 +(If there is not a precompiled binary, then you have to compile the code. ) show +0 449.6 moveto +12 f1 +(Uniprocessor Runs) show +0 423 moveto +12 f0 +(If you want to run STREAM on a single processor, then you are in luck -- it is an easy thing to do. Grab) show +0 409.7 moveto +12 f0 +(the source code from the ) show +121.6 409.7 moveto +12 f0 +(source code directory at the ftp site) show +290.2 409.7 moveto +12 f0 +(. You will need the main stream code in) show +0 396.4 moveto +12 f0 +(either Fortran or C, and you will need a timer code. For unix/linux systems, the timer code provide) show +0 383.1 moveto +12 f0 +(\(second_wall.c\) works fine. Some systems provide higher resolution timers -- check with the) show +0 369.8 moveto +12 f0 +(documentation on your own unix/linux box to see what you have access to..... ) show +0 342.7 moveto +12 f1 +(Multiprocessor Runs) show +0 316.1 moveto +12 f0 +(If you want to run STREAM on multiple processors, then the situation is not quite so easy. ) show +0 289.5 moveto +12 f0 +(First, you need to ) show +87 289.5 moveto +12 f0 +(adjust the problem size) show +197.9 289.5 moveto +12 f0 +( so that the data is not cacheable. ) show +0 262.9 moveto +12 f0 +(Second, you need to make sure that you are using a wall-clock timer instead of a cpu-time timer. ) show +0 236.3 moveto +12 f0 +(Third, you need to figure out how to run the code in parallel. ) show +0 209.7 moveto +12 f0 +(On "industrial-strength" systems, you may have an automatically parallelizing compiler for Fortran or) show +0 196.4 moveto +12 f0 +(C. It should have no trouble parallelizing the four kernels in STREAM. ) show +0 169.8 moveto +12 f0 +(If you do not have an automatically parallelizing compiler, you may still have a compiler with OpenMP) show +0 156.5 moveto +12 f0 +(support. It requires only 4 OpenMP directives to parallelize STREAM. Just insert "!$OMP) show +0 143.2 moveto +12 f0 +(PARALLEL DO" before each of the four main DO loops in the Fortran code. The C pragma's for) show +0 129.9 moveto +12 f0 +(OpenMP are similar, but I don't remember the syntax off the top of my head. ) show +0 103.3 moveto +12 f0 +(If you do not have a compiler with OpenMP support, you may need to figure out how to get pthreads \(or) show +0 90 moveto +12 f0 +(NT threads\) working. You are on your own here, unfortunately. ) show +pagelevel restore +showpage +%%Page: 3 3 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +0 709.2 moveto +12 f0 +(If you have no threads support and you want to see how bandwidth scales in a multiprocessor system,) show +0 695.9 moveto +12 f0 +(you can try the following hack: ) show +18.1 673.4 moveto +3.3 3.3 c fill +28 669.3 moveto +12 f0 +(set up a "background" version of STREAM with a very high value of "ntimes" \(Fortran\) or) show +28 656 moveto +12 f0 +("NTIMES" \(C\).) show +104.4 656 moveto +12 f0 +( ) show +18.1 646.8 moveto +3.3 3.3 c fill +28 642.7 moveto +12 f0 +(set up a "foreground" version of STREAM with a normal value for ntimes/NTIMES.) show +435.4 642.7 moveto +12 f0 +( ) show +18.1 633.5 moveto +3.3 3.3 c fill +28 629.4 moveto +12 f0 +(start up as many "background" copies as you want) show +269.7 629.4 moveto +12 f0 +( ) show +18.1 620.2 moveto +3.3 3.3 c fill +28 616.1 moveto +12 f0 +(start up one "foreground" copy) show +176.4 616.1 moveto +12 f0 +( ) show +18.1 606.9 moveto +3.3 3.3 c fill +28 602.8 moveto +12 f0 +(The STREAM bandwidth will be approximately equal to the value for the "foreground" job) show +28 589.5 moveto +12 f0 +(times the total number of foreground + background jobs.) show +300.4 589.5 moveto +12 f0 +( ) show +0 562.9 moveto +12 f0 +(Note that results using this hack are not "standard" STREAM benchmark numbers, and I will not publish) show +0 549.6 moveto +12 f0 +(them in the tables, but they will give you an idea of the throughput of the memory system under test. ) show +0 536.3 moveto +12 f0 +( ) show +0 509.2 moveto +12 f1 +(Adjust the Problem Size) show +0 482.6 moveto +12 f0 +(STREAM is intended to measure the bandwidth from main memory. It can, of course, be used to) show +0 469.3 moveto +12 f0 +(measure cache bandwidth as well, but that is not what I have been publishing at the web site. Maybe) show +0 456 moveto +12 f0 +(someday.... ) show +0 442.7 moveto +12 f0 +( ) show +56 415.6 moveto +12 f1 +(The general rule for STREAM is that each array must be at least 4x the size) show +56 401.8 moveto +12 f1 +(of the sum of all the last-level caches used in the run, or 1 Million elements --) show +56 388 moveto +12 f1 +(whichever is ) show +122.6 388 moveto +12 f3 +(larger) show +152.6 388 moveto +12 f1 +(.) show +0 347.6 moveto +12 f0 +(So, for a uniprocessor machine with a 256kB L2 cache \(like a new PentiumIII, for example\), each array) show +0 334.3 moveto +12 f0 +(needs to be at least 128k elements. This is smaller than the standard test size of 2,000,000 elements,) show +0 321 moveto +12 f0 +(which is appropriate for systems with 4 MB L2 caches. There should be relatively little difference in) show +0 307.7 moveto +12 f0 +(the performance of different sizes once the size of each array becomes significantly larger than the cache) show +0 294.4 moveto +12 f0 +(size, but since there are some differences \(typically associated with TLB reach\), for comparability I) show +0 281.1 moveto +12 f0 +(require that results even for small cache machines use 1 million elements whenever possible. This) show +0 267.8 moveto +12 f0 +(requires only 22 MB, so it should be workable on even a 32 MB machine. ) show +0 241.2 moveto +12 f0 +(If this size requirement is a problem and you are interested in submitting results on a system that cannot) show +0 227.9 moveto +12 f0 +(meet this criterion, ) show +93.3 227.9 moveto +12 f0 +(e-mail me) show +141.6 227.9 moveto +12 f0 +( and we can discuss the issues. ) show +0 201.3 moveto +12 f0 +(For an automatically parallelized run on \(for example\) 16 cpus, each with 8 MB L2 caches, the problem) show +0 188 moveto +12 f0 +(size must be increased to at least N=64,000,000. This will require a lot of memory! \(about 1.5 GB\) ) show +0 165.6 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 132.5 moveto +14 f1 +(Who is responsible for STREAM?) show +0 105.5 moveto +12 f0 +(STREAM was created and is maintained by ) show +213.6 105.5 moveto +12 f0 +(John McCalpin) show +287.2 105.5 moveto +12 f0 +(, ) show +293.2 105.5 moveto +12 f0 +(mccalpin@cs.virginia.edu) show +418.9 105.5 moveto +12 f0 +(. ) show +0 78.4 moveto +12 f1 +(NOTICE and DISCLAIMER) show +pagelevel restore +showpage +%%Page: 4 4 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +0 699.8 moveto +12 f0 +(The STREAM benchmark was developed while McCalpin was on the faculty at the University of) show +0 686.5 moveto +12 f0 +(Delaware. After three years at ) show +147.2 686.5 moveto +12 f0 +(SGI) show +166.5 686.5 moveto +12 f0 +(, I am now employed by ) show +286.1 686.5 moveto +12 f0 +(IBM) show +308.7 686.5 moveto +12 f0 +(, where I work on performance analysis) show +0 673.2 moveto +12 f0 +(of computer systems under development. The STREAM benchmark remains an independent academic) show +0 659.4 moveto +12 f0 +(project, which will ) show +93.3 659.4 moveto +12 f1 +(not) show +109.9 659.4 moveto +12 f0 +( be influenced or directed by commercial concerns. In order to maintain this) show +0 646.1 moveto +12 f0 +(independence, the STREAM benchmark is hosted here at U.Va. under the sponsorship of ) show +431.2 646.1 moveto +12 f0 +(Professor Alan) show +0 632.8 moveto +12 f0 +(Batson) show +33.3 632.8 moveto +12 f0 +( and ) show +56.6 632.8 moveto +12 f0 +(Professor William Wulf) show +172.5 632.8 moveto +12 f0 +(. ) show +0 623.7 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 590.6 moveto +14 f1 +(How can I help?) show +0 563.6 moveto +12 f0 +(Contributions are always welcome!!!! ) show +0 537 moveto +12 f0 +(STREAM has become a useful and important benchmark because lots of results are available. Please) show +0 523.7 moveto +12 f0 +(help us keep up with this rapidly changing market. If you have access to a new machine that is not listed) show +0 510.4 moveto +12 f0 +(here, give STREAM a try! ) show +0 483.8 moveto +12 f0 +(\(See the ) show +41.9 483.8 moveto +12 f0 +(FTP Archives) show +108.8 483.8 moveto +12 f0 +( for the source code and comma-delimited database files with the raw data in) show +0 470.5 moveto +12 f0 +(them.\) ) show +0 461.4 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 428.3 moveto +14 f1 +(Future Directions for STREAM?) show +0 401.3 moveto +12 f0 +(Extensions of the STREAM benchmark for the future are currently being considered. The main issues) show +0 388 moveto +12 f0 +(that need to be addressed are: ) show +18.1 365.5 moveto +3.3 3.3 c fill +28 361.4 moveto +12 f0 +(Memory Hierarchies: STREAM needs to be extended to measure bandwidths at each level of the) show +28 348.1 moveto +12 f0 +(memory hierarchy.) show +119.3 348.1 moveto +12 f0 +( ) show +18.1 338.9 moveto +3.3 3.3 c fill +28 334.8 moveto +12 f0 +(Latency: Bandwidth and Latency are a powerful pair of descriptors for memory systems -- Latency) show +28 321.5 moveto +12 f0 +(measurements should be added.) show +180.6 321.5 moveto +12 f0 +( ) show +18.1 312.3 moveto +3.3 3.3 c fill +28 308.2 moveto +12 f0 +(Access Patterns: Currently STREAM measures only unit-stride performance. This is easy and) show +28 294.9 moveto +12 f0 +(sensible, but non-unit stride and irregular/indirect performance are an important piece of the) show +28 281.6 moveto +12 f0 +(memory system performance picture.) show +207.2 281.6 moveto +12 f0 +( ) show +18.1 272.4 moveto +3.3 3.3 c fill +28 268.3 moveto +12 f0 +(Locality: Many new machines are being developed with physically distributed main memory.) show +28 255 moveto +12 f0 +(STREAM may be enhanced to measure bandwidth/latency between "nodes" of distributed shared) show +28 241.7 moveto +12 f0 +(memory systems.) show +112 241.7 moveto +12 f0 +( ) show +0 215.1 moveto +12 f0 +(A "second-generation" STREAM benchmark \(STREAM2\) is being evaluated, with the source code and) show +0 201.8 moveto +12 f0 +(some results available at the ) show +138.3 201.8 moveto +12 f0 +(STREAM2 page) show +218.6 201.8 moveto +12 f0 +(. STREAM2 emphases measurements across all levels of) show +0 188.5 moveto +12 f0 +(the memory hierarchy, and tries to focus on the difference between read and write performance in) show +0 175.2 moveto +12 f0 +(memory systems. ) show +0 166.1 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 129.2 moveto +18 f1 +(Counting Bytes and FLOPS) show +0 101.3 moveto +12 f0 +(It may be surprising, but there are at least three different ways to count Bytes for a benchmark like) show +0 88 moveto +12 f0 +(STREAM, and unfortunately all three are in common use! ) show +pagelevel restore +showpage +%%Page: 5 5 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +0 709.2 moveto +12 f0 +(The three conventions for counting can be called: ) show +18.1 686.7 moveto +3.3 3.3 c fill +28 682.6 moveto +12 f0 +(bcopy) show +57.3 682.6 moveto +12 f0 +( ) show +18.1 673.4 moveto +3.3 3.3 c fill +28 669.3 moveto +12 f0 +(STREAM) show +76.6 669.3 moveto +12 f0 +( ) show +18.1 660.1 moveto +3.3 3.3 c fill +28 656 moveto +12 f0 +(hardware) show +72.6 656 moveto +12 f0 +( ) show +0.2 633.5 moveto +0.25 0.25 c fill +1 629.4 moveto +12 f0 +("bcopy" counts how many bytes get moved from one place in memory to another. So if it takes your) show +0 616.1 moveto +12 f0 +(computer 1 second to read 1 million bytes at one location and write those 1 million bytes to a second) show +0 602.8 moveto +12 f0 +(location, the resulting "bcopy bandwidth" is said to be "1 MB per second".) show +358.2 602.8 moveto +12 f0 +( ) show +0.2 593.6 moveto +0.25 0.25 c fill +1 589.5 moveto +12 f0 +("STREAM" counts how many bytes the user asked to be read plus how many bytes the user asked to be) show +0 576.2 moveto +12 f0 +(written. For the simple "Copy" kernel, this is exactly twice the number obtained from the "bcopy") show +0 562.9 moveto +12 f0 +(convention. Why does STREAM do this? Because 3 of the 4 kernels do arithmetic, so it makes sense) show +0 549.6 moveto +12 f0 +(to count both the data read into the CPU and the data written back from the CPU. The "Copy" kernel) show +0 536.3 moveto +12 f0 +(does no arithmetic, but I chose to count bytes the same way as the other three.) show +374.2 536.3 moveto +12 f0 +( ) show +0.2 527.1 moveto +0.25 0.25 c fill +1 523 moveto +12 f0 +("hardware" may move a different number of bytes than what the user specified. In particular, most) show +0 509.7 moveto +12 f0 +(cached systems perform what is called a "write allocate" when a store operation misses the data cache. ) show +0 495.9 moveto +12 f0 +(The system ) show +57.9 495.9 moveto +12 f1 +(loads) show +84.5 495.9 moveto +12 f0 +( the cache line containing the data before overwriting it.) show +353.1 495.9 moveto +12 f0 +( ) show +0 482.6 moveto +12 f0 +(Why does it do this? ) show +0 469.3 moveto +12 f0 +(It does it so that there will be a single copy of the cache line in the system for which all the bytes are) show +0 456 moveto +12 f0 +(current and valid. If you only wrote 1/2 the bytes in the cache line, for example, the result would have) show +0 442.7 moveto +12 f0 +(to be merged with the other 1/2 of the bytes from memory. The best place to do this is in the cache, so) show +0 429.4 moveto +12 f0 +(the data is loaded there first and life is much simpler. ) show +0 416.1 moveto +12 f0 +( ) show +0 389.5 moveto +12 f0 +(The table below shows how many Bytes and FLOPs are counted in each iteration of the STREAM) show +0 376.2 moveto +12 f0 +(loops. ) show +0 362.9 moveto +12 f0 +(The test consists of multiple repetitions of four the kernels, and the best results of \(typically\) 10 trials are) show +0 349.6 moveto +12 f0 +(chosen. ) show +0 325.7 moveto +10 f4 +( ------------------------------------------------------------------) show +0 315.2 moveto +10 f4 +( name kernel bytes/iter FLOPS/iter) show +0 304.7 moveto +10 f4 +( ------------------------------------------------------------------) show +0 294.2 moveto +10 f4 +( COPY: a\(i\) = b\(i\) 16 0) show +0 283.7 moveto +10 f4 +( SCALE: a\(i\) = q*b\(i\) 16 1) show +0 273.2 moveto +10 f4 +( SUM: a\(i\) = b\(i\) + c\(i\) 24 1) show +0 262.7 moveto +10 f4 +( TRIAD: a\(i\) = b\(i\) + q*c\(i\) 24 2) show +0 252.2 moveto +10 f4 +( ------------------------------------------------------------------) show +0 228.5 moveto +12 f0 +(So you need to be careful comparing "MB/s" from different sources. STREAM always uses the same) show +0 215.2 moveto +12 f0 +(approach, and always counts only the bytes that the user program requested to be loaded or stored, so) show +0 201.9 moveto +12 f0 +(results are always directly comparable. ) show +0 192.8 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +pagelevel restore +showpage +%%EOF diff --git a/benchmarks/stream/README.index.ps b/benchmarks/stream/README.index.ps new file mode 100644 index 0000000..a09c4dd --- /dev/null +++ b/benchmarks/stream/README.index.ps @@ -0,0 +1,3740 @@ +%!PS-Adobe-3.0 +%%BoundingBox: 54 72 558 720 +%%Creator: Mozilla (NetScape) HTML->PS +%%DocumentData: Clean7Bit +%%Orientation: Portrait +%%Pages: 3 +%%PageOrder: Ascend +%%Title: MEMORY BANDWIDTH: STREAM BENCHMARK PERFORMANCE RESULTS +%%EndComments +%%BeginProlog +[ /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef + /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef /.notdef 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moveto +24 f1 +(STREAM: Sustainable) show +0 602.9 moveto +24 f1 +(Memory Bandwidth in) show +0 575.3 moveto +24 f1 +(High Performance) show +0 547.7 moveto +24 f1 +(Computers) show +0 522.7 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 485.8 moveto +18 f1 +(Table of Contents) show +18.1 462 moveto +3.3 3.3 c fill +28 457.9 moveto +12 f0 +(What's New?) show +93.6 457.9 moveto +12 f0 +( ) show +46.1 448.7 moveto +3.3 3.3 c stroke +56 444.6 moveto +12 f0 +(Version 5 of the STREAM benchmark is available in Fortran! ) show +359.6 444.6 moveto +12 f0 +(Check it out.) show +421.2 444.6 moveto +12 f0 +( ) show +46.1 435.4 moveto +3.3 3.3 c stroke +56 431.3 moveto +12 f0 +( ) show +59 431.3 moveto +12 f0 +(STREAM FAQ) show +134.6 431.3 moveto +12 f0 +( has been significantly revised and enhanced, with more discussion of how) show +56 418 moveto +12 f0 +(to run the STREAM benchmark. Check it out!) show +281.6 418 moveto +12 f0 +( ) show +46.1 408.8 moveto +3.3 3.3 c stroke +56 404.7 moveto +12 f0 +(The Archives of Original Submissions of STREAM benchmark results have been updated) show +56 391.4 moveto +12 f0 +(through April 18, 2000! All of the results have made it into the tables, but the links from the) show +56 378.1 moveto +12 f0 +(tables back to the original submissions are still being \(slowly & manually\) added.) show +447.6 378.1 moveto +12 f0 +( ) show +18.1 368.9 moveto +3.3 3.3 c fill +28 364.8 moveto +12 f0 +(Here are the current RESULTS!) show +182.6 364.8 moveto +12 f0 +( ) show +18.1 355.6 moveto +3.3 3.3 c fill +28 351.5 moveto +12 f0 +(STREAM FAQ) show +103.6 351.5 moveto +12 f0 +( ) show +18.1 342.3 moveto +3.3 3.3 c fill +28 338.2 moveto +12 f0 +(Analyses, Commentary, etc....) show +172.6 338.2 moveto +12 f0 +( ) show +18.1 329 moveto +3.3 3.3 c fill +28 324.9 moveto +12 f0 +(Hypermail archives of original contributions) show +241.9 324.9 moveto +12 f0 +( ) show +18.1 315.7 moveto +3.3 3.3 c fill +28 311.6 moveto +12 f0 +(FTP access to code and data:) show +166.9 311.6 moveto +12 f0 +( ) show +28 298.3 moveto +12 f0 +(Many people have reported that the anonymous ftp service is often unavailable, especially on) show +28 285 moveto +12 f0 +(weekends. I do not know what is happening, but the service does get restarted, and seems to be up) show +28 271.7 moveto +12 f0 +(more often during the work week, so keep on trying! ) show +46.1 262.5 moveto +3.3 3.3 c stroke +56 258.4 moveto +12 f0 +(Top of tree) show +109.3 258.4 moveto +12 f0 +( \(includes source code and raw database files\).) show +332.5 258.4 moveto +12 f0 +( ) show +46.1 249.2 moveto +3.3 3.3 c stroke +56 245.1 moveto +12 f0 +(Source Code) show +117.6 245.1 moveto +12 f0 +( ) show +0 222.7 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 185.8 moveto +18 f1 +(Here are the current RESULTS!) show +0 155.6 moveto +14 f1 +(Top 10 Results for Shared-Memory Systems!) show +0 128.6 moveto +12 f0 +(This set of results includes the top 10 shared-memory systems, ranked by STREAM TRIAD) show +0 115.3 moveto +12 f0 +(performance. The results are currently presented in the following tables: ) show +18.1 92.8 moveto +3.3 3.3 c fill +28 88.7 moveto +12 f0 +(Main Table - Bandwidth in MB/s) show +188.3 88.7 moveto +12 f0 +( ) show +18.1 79.5 moveto +3.3 3.3 c fill +28 75.4 moveto +12 f0 +(Machine Balance - relative cost of memory accesses vs arithmetic) show +344.9 75.4 moveto +12 f0 +( ) show +gsave +/rowdata 480 string def +277.9 551.9 translate +224 168 scale +320 240 4 [320 0 0 -240 0 240] + smartimage12rgb +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff +ffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffffff 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rlineto -504 0 rlineto closepath fill +0 653.7 moveto +14 f1 +(Standard Results) show +0 626.7 moveto +12 f0 +(The "standard" set of results presents the results of the C or Fortran versions of the STREAM) show +0 613.4 moveto +12 f0 +(benchmark running with 64-bit data types on production hardware. The "standard" set of results) show +0 599.6 moveto +12 f1 +(excludes) show +43.3 599.6 moveto +12 f0 +(: ) show +18.1 577.1 moveto +3.3 3.3 c fill +28 573 moveto +12 f0 +(Cases with 32-bit operands or operations.) show +227.3 573 moveto +12 f0 +( ) show +18.1 563.8 moveto +3.3 3.3 c fill +28 559.7 moveto +12 f0 +(Cases with significantly modified code or assembly language.) show +325.3 559.7 moveto +12 f0 +( ) show +18.1 550.5 moveto +3.3 3.3 c fill +28 546.4 moveto +12 f0 +(Simulated results.) show +114 546.4 moveto +12 f0 +( ) show +18.1 537.2 moveto +3.3 3.3 c fill +28 533.1 moveto +12 f0 +(Results from experimental or non-production hardware or software.) show +353.2 533.1 moveto +12 f0 +( ) show +0 506.5 moveto +12 f0 +(The results are currently presented in the following tables: ) show +18.1 484 moveto +3.3 3.3 c fill +28 479.9 moveto +12 f0 +(Main Table - Bandwidth in MB/s, alphabetized by vendor \(mostly\)) show +349.9 479.9 moveto +12 f0 +( ) show +18.1 470.7 moveto +3.3 3.3 c fill +28 466.6 moveto +12 f0 +(Machine Balance - relative cost of memory accesses vs arithmetic) show +344.9 466.6 moveto +12 f0 +( ) show +18.1 457.4 moveto +3.3 3.3 c fill +28 453.3 moveto +12 f0 +(Equivalent MFLOPS) show +129.6 453.3 moveto +12 f0 +( ) show +0 430.9 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 397.8 moveto +14 f1 +(PC-compatible Results) show +0 370.8 moveto +12 f0 +(This set of tables summarizes the "standard" test cases, but restricted to IBM PC-compatible computers. ) show +0 344.2 moveto +12 f0 +(Users are free to re-compile the ) show +154.6 344.2 moveto +12 f0 +(code) show +177.2 344.2 moveto +12 f0 +( or use the new ) show +252.8 344.2 moveto +12 f0 +(NT) show +268.7 344.2 moveto +12 f0 +( or ) show +284.6 344.2 moveto +12 f0 +(Linux) show +313.2 344.2 moveto +12 f0 +( binaries. Use of the old DOS binaries) show +0 330.9 moveto +12 f0 +(is discouraged. ) show +0 304.3 moveto +12 f0 +(The results are currently presented in the following tables: ) show +18.1 281.8 moveto +3.3 3.3 c fill +28 277.7 moveto +12 f0 +(Main Table - Bandwidth in MB/s) show +188.3 277.7 moveto +12 f0 +( ) show +18.1 268.5 moveto +3.3 3.3 c fill +28 264.4 moveto +12 f0 +(Machine Balance - relative cost of memory accesses vs arithmetic) show +344.9 264.4 moveto +12 f0 +( ) show +18.1 255.2 moveto +3.3 3.3 c fill +28 251.1 moveto +12 f0 +(Equivalent MFLOPS) show +129.6 251.1 moveto +12 f0 +( ) show +0 228.7 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 195.6 moveto +14 f1 +(Macintosh-Compatible Results) show +0 168.6 moveto +12 f0 +(This set of tables summarizes the "standard" test cases, but restricted to Macintosh and compatible) show +0 155.3 moveto +12 f0 +(computers. ) show +0 128.7 moveto +12 f0 +(Users are free to re-compile the ) show +154.6 128.7 moveto +12 f0 +(code) show +177.2 128.7 moveto +12 f0 +( or use the ) show +229.8 128.7 moveto +12 f0 +(contributed binaries.) show +328.4 128.7 moveto +12 f0 +( ) show +0 102.1 moveto +12 f0 +(The results are currently presented in the following tables: ) show +18.1 79.6 moveto +3.3 3.3 c fill +28 75.5 moveto +12 f0 +(Main Table - Bandwidth in MB/s) show +188.3 75.5 moveto +12 f0 +( ) show +pagelevel restore +showpage +%%Page: 3 3 +%%BeginPageSetup +/pagelevel save def +54 0 translate +%%EndPageSetup +newpath 0 72 moveto 504 0 rlineto 0 648 rlineto -504 0 rlineto closepath clip newpath +18.1 713.3 moveto +3.3 3.3 c fill +28 709.2 moveto +12 f0 +(Machine Balance - relative cost of memory accesses vs arithmetic) show +344.9 709.2 moveto +12 f0 +( ) show +18.1 700 moveto +3.3 3.3 c fill +28 695.9 moveto +12 f0 +(Equivalent MFLOPS) show +129.6 695.9 moveto +12 f0 +( ) show +0 673.5 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 640.4 moveto +14 f1 +(Experimental/Nonstandard Results) show +0 612.9 moveto +12 f0 +(These tables include ) show +100.9 612.9 moveto +12 f1 +(only) show +122.9 612.9 moveto +12 f0 +( results that are ) show +18.1 590.4 moveto +3.3 3.3 c fill +28 586.3 moveto +12 f0 +(Assembly language coded, or) show +169.9 586.3 moveto +12 f0 +( ) show +18.1 577.1 moveto +3.3 3.3 c fill +28 573 moveto +12 f0 +(Simulated, or) show +92.6 573 moveto +12 f0 +( ) show +18.1 563.8 moveto +3.3 3.3 c fill +28 559.7 moveto +12 f0 +(Based on experimental or non-production hardware, or) show +291.6 559.7 moveto +12 f0 +( ) show +18.1 550.5 moveto +3.3 3.3 c fill +28 546.4 moveto +12 f0 +(Based on ) show +75.3 546.4 moveto +12 f0 +(partially depopulated) show +176.9 546.4 moveto +12 f0 +( systems.) show +220.9 546.4 moveto +12 f0 +( ) show +0 519.3 moveto +12 f1 +(Note:) show +27.9 519.3 moveto +12 f0 +( ) show +0 506 moveto +12 f0 +(A "partially depopulated" system is one in which only a subset of the cpus are used for the benchmark,) show +0 492.7 moveto +12 f0 +(and for which this subset is spread around the machine to decrease contention. For example on the SGI) show +0 479.4 moveto +12 f0 +(Origin2000, each node has 2 cpus sharing a single bus and memory subsystem. The results in this table) show +0 466.1 moveto +12 f0 +(labelled "1 per node" are based on using only one cpu per node board, and are considered a) show +0 452.8 moveto +12 f0 +("nonstandard" way of using the machine. 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Results using 64-bit operands that) show +0 259.6 moveto +12 f0 +(move the data in 32-bit "chunks" are ) show +178.7 259.6 moveto +12 f1 +(not) show +195.3 259.6 moveto +12 f0 +( here. The results are currently presented in the following) show +0 246.3 moveto +12 f0 +(tables: ) show +18.1 223.8 moveto +3.3 3.3 c fill +28 219.7 moveto +12 f0 +(Main Table - Bandwidth in MB/s, alphabetized by vendor \(mostly\)) show +349.9 219.7 moveto +12 f0 +( ) show +18.1 210.5 moveto +3.3 3.3 c fill +28 206.4 moveto +12 f0 +(Machine Balance - relative cost of memory accesses vs arithmetic) show +344.9 206.4 moveto +12 f0 +( ) show +18.1 197.2 moveto +3.3 3.3 c fill +28 193.1 moveto +12 f0 +(Equivalent MFLOPS) show +129.6 193.1 moveto +12 f0 +( ) show +0 170.7 moveto +504 0 rlineto 0 -1.4 rlineto -504 0 rlineto closepath fill +0 153.4 moveto +12 f2 +(John D. McCalpin ) show +91.9 153.4 moveto +12 f2 +(mccalpin@cs.virginia.edu) show +pagelevel restore +showpage +%%EOF diff --git a/benchmarks/stream/bmark.mk b/benchmarks/stream/bmark.mk new file mode 100644 index 0000000..5b9649d --- /dev/null +++ b/benchmarks/stream/bmark.mk @@ -0,0 +1,30 @@ +#======================================================================= +# UCB CS250 Makefile fragment for benchmarks +#----------------------------------------------------------------------- +# +# Each benchmark directory should have its own fragment which +# essentially lists what the source files are and how to link them +# into an riscv and/or host executable. All variables should include +# the benchmark name as a prefix so that they are unique. +# + +stream_c_src = \ + stream_d.c \ + syscalls.c \ + +stream_riscv_src = \ + crt.S \ + +stream_c_objs = $(patsubst %.c, %.o, $(stream_c_src)) +stream_riscv_objs = $(patsubst %.S, %.o, $(stream_riscv_src)) + +stream_host_bin = stream.host +$(stream_host_bin): $(stream_c_src) + $(HOST_COMP) $^ -o $(stream_host_bin) + +stream_riscv_bin = stream.riscv +$(stream_riscv_bin): $(stream_c_objs) $(stream_riscv_objs) + $(RISCV_LINK) $(stream_c_objs) $(stream_riscv_objs) -o $(stream_riscv_bin) $(RISCV_LINK_OPTS) + +junk += $(stream_c_objs) $(stream_riscv_objs) \ + $(stream_host_bin) $(stream_riscv_bin) diff --git a/benchmarks/stream/index.html b/benchmarks/stream/index.html new file mode 100644 index 0000000..1da4651 --- /dev/null +++ b/benchmarks/stream/index.html @@ -0,0 +1,241 @@ +<!doctype html public "-//w3c//dtd html 4.0 transitional//en"> +<html> +<head> + <meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1"> + <meta name="description" content="Sustainable memory bandwidth benchmark, with results on a wide variety of computer systems, from Mac's and PC's to most current and recent workstations to Cray supercomputers."> + <meta name="keywords" content="bandwidth,memory bandwidth,benchmarks,high performance computing, computer performance measurements,computer performance modelling,machine balance,vector processing"> + <meta name="GENERATOR" content="Mozilla/4.7 [en] (X11; I; Linux 2.2.15pre3 ppc) [Netscape]"> + <title>MEMORY BANDWIDTH: STREAM BENCHMARK PERFORMANCE RESULTS</title> +</head> +<body bgcolor="#FFFFFF"> +<img SRC="stream_logo.gif" ALT="STREAM Logo (Image)" SGI_SRC="./stream_logo.gif" height=240 width=320 align=RIGHT><b><a href="http://www.cs.virginia.edu">Department +of Computer Science</a></b> +<br><a href="http://www.cs.virginia.edu/~seas/">School of Engineering and +Applied Science</a> +<br><a href="http://www.virginia.edu/">University of Virginia</a>, <a href="http://www.virginia.edu/cville.html">Charlottesville, +Virginia</a> +<br> +<hr> +<h1> +STREAM: Sustainable Memory Bandwidth in High Performance Computers</h1> + +<hr> +<h2> +Table of Contents</h2> + +<ul> +<li> +<a href="new.html">What's New?</a></li> + +<ul> +<li> +Version 5 of the STREAM benchmark is available in Fortran! <a href="new.html">Check +it out.</a></li> + +<li> + <a href="ref.html">STREAM FAQ</a> has been significantly revised +and enhanced, with more discussion of how to run the STREAM benchmark. +Check it out!</li> + +<li> +The Archives of Original Submissions of STREAM benchmark results have been +updated through April 18, 2000! All of the results have made it into the +tables, but the links from the tables back to the original submissions +are still being (slowly & manually) added.</li> +</ul> + +<li> +<a href="#ListofTables">Here are the current RESULTS!</a></li> + +<li> +<a href="ref.html">STREAM FAQ</a></li> + +<li> +<a href="analyses.html">Analyses, Commentary, etc....</a></li> + +<li> +<a href="stream_mail/index.html">Hypermail archives of original contributions</a></li> + +<li> +FTP access to code and data:</li> + +<br>Many people have reported that the anonymous ftp service is often unavailable, +especially on weekends. I do not know what is happening, but the service +does get restarted, and seems to be up more often during the work week, +so keep on trying! +<ul> +<li> +<a href="ftp://ftp.cs.virginia.edu/pub/stream/">Top of tree</a> (includes +source code and raw database files).</li> + +<li> +<a href="ftp://ftp.cs.virginia.edu/pub/stream/Code/">Source Code</a></li> +</ul> +</ul> + +<hr> +<h2> +<a NAME="ListofTables"></a>Here are the current RESULTS!</h2> + +<h3> +Top 10 Results for Shared-Memory Systems!</h3> +This set of results includes the top 10 shared-memory systems, ranked by +STREAM TRIAD performance. The results are currently presented in the following +tables: +<ul> +<li> +<a href="top10/Bandwidth.html">Main Table - Bandwidth in MB/s</a></li> + +<li> +<a href="top10/Balance.html">Machine Balance - relative cost of memory +accesses vs arithmetic</a></li> + +<li> +<a href="top10/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<hr> +<h3> +Standard Results</h3> +The "standard" set of results presents the results of the C or Fortran +versions of the STREAM benchmark running with 64-bit data types on production +hardware. The "standard" set of results <b>excludes</b>: +<ul> +<li> +Cases with 32-bit operands or operations.</li> + +<li> +Cases with significantly modified code or assembly language.</li> + +<li> +Simulated results.</li> + +<li> +Results from experimental or non-production hardware or software.</li> +</ul> +The results are currently presented in the following tables: +<ul> +<li> +<a href="standard/Bandwidth.html">Main Table - Bandwidth in MB/s, alphabetized +by vendor (mostly)</a></li> + +<li> +<a href="standard/Balance.html">Machine Balance - relative cost of memory +accesses vs arithmetic</a></li> + +<li> +<a href="standard/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<hr WIDTH="100%"> +<h3> +PC-compatible Results</h3> +This set of tables summarizes the "standard" test cases, but restricted +to IBM PC-compatible computers. +<p>Users are free to re-compile the <a href="ftp://ftp.cs.virginia.edu/pub/stream/Code/">code</a> +or use the new <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/MasonCabot/win32/wstream.exe">NT</a> +or <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/MasonCabot/linux/stream_l">Linux</a> +binaries. Use of the old DOS binaries is discouraged. +<p>The results are currently presented in the following tables: +<ul> +<li> +<a href="peecee/Bandwidth.html">Main Table - Bandwidth in MB/s</a></li> + +<li> +<a href="peecee/Balance.html">Machine Balance - relative cost of memory +accesses vs arithmetic</a></li> + +<li> +<a href="peecee/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<hr WIDTH="100%"> +<h3> +Macintosh-Compatible Results</h3> +This set of tables summarizes the "standard" test cases, but restricted +to Macintosh and compatible computers. +<p>Users are free to re-compile the <a href="ftp://ftp.cs.virginia.edu/pub/stream/Code/">code</a> +or use the <a href="ftp://ftp.cs.virginia.edu/pub/stream/STREAM.sea.hqx">contributed +binaries.</a> +<p>The results are currently presented in the following tables: +<ul> +<li> +<a href="mac/Bandwidth.html">Main Table - Bandwidth in MB/s</a></li> + +<li> +<a href="mac/Balance.html">Machine Balance - relative cost of memory accesses +vs arithmetic</a></li> + +<li> +<a href="mac/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<h3> + +<hr WIDTH="100%"></h3> + +<h3> +Experimental/Nonstandard Results</h3> +These tables include <b>only</b> results that are +<ul> +<li> +Assembly language coded, or</li> + +<li> +Simulated, or</li> + +<li> +Based on experimental or non-production hardware, or</li> + +<li> +Based on <a href="#note">partially depopulated</a> systems.</li> +</ul> +<a NAME="note"></a><b>Note:</b> +<br>A "partially depopulated" system is one in which only a subset of the +cpus are used for the benchmark, and for which this subset is spread around +the machine to decrease contention. For example on the SGI Origin2000, +each node has 2 cpus sharing a single bus and memory subsystem. The results +in this table labelled "1 per node" are based on using only one cpu per +node board, and are considered a "nonstandard" way of using the machine. +Similarly, the Sun Ultra10000 has 4 cpus per node board, so results using +1, 2, or 3 cpus per node also go into this table of "nonstandard" results. <img SRC="new01.gif" ALT="NEW!" SGI_SRC="./new01.gif" > +<p>The results are currently presented in the following tables: +<ul> +<li> +<a href="experimental/Bandwidth.html">Main Table - Bandwidth in MB/s, alphabetized +by vendor (mostly)</a></li> + +<li> +<a href="experimental/Balance.html">Machine Balance - relative cost of +memory accesses vs arithmetic</a></li> + +<li> +<a href="experimental/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<hr> +<h3> +32-bit Results</h3> +These tables include <b>only</b> results with 32-bit operands or operations. +Results using 64-bit operands that move the data in 32-bit "chunks" are +<b>not</b> +here. The results are currently presented in the following tables: +<ul> +<li> +<a href="thirty-two/Bandwidth.html">Main Table - Bandwidth in MB/s, alphabetized +by vendor (mostly)</a></li> + +<li> +<a href="thirty-two/Balance.html">Machine Balance - relative cost of memory +accesses vs arithmetic</a></li> + +<li> +<a href="thirty-two/MFLOPS.html">Equivalent MFLOPS</a></li> +</ul> + +<hr> +<address> +<i>John D. McCalpin <a href="mailto:mccalpin@cs.virginia.edu">mccalpin@cs.virginia.edu</a></i></address> + +</body> +</html> diff --git a/benchmarks/stream/ref.html b/benchmarks/stream/ref.html new file mode 100644 index 0000000..2eea44d --- /dev/null +++ b/benchmarks/stream/ref.html @@ -0,0 +1,319 @@ +<!doctype html public "-//w3c//dtd html 4.0 transitional//en"> +<html> +<head> + <meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1"> + <meta name="GENERATOR" content="Mozilla/4.7 [en] (X11; I; Linux 2.2.15pre3 ppc) [Netscape]"> + <title>STREAM Benchmark Reference Information</title> +</head> +<body bgcolor="#FFFFFF"> +<img SRC="stream_logo.gif" ALT="STREAM Logo (Image)" height=240 width=320 align=RIGHT><b><a href="http://www.cs.virginia.edu">Department +of Computer Science</a></b> +<br><a href="http://www.cs.virginia.edu/~seas/">School of Engineering and +Applied Science</a> +<br><a href="http://www.virginia.edu/">University of Virginia</a>, +<a href="http://www.virginia.edu/cville.html">Charlottesville, +Virginia</a> +<hr> +<h2> +FAQ's</h2> + +<li> +Background:</li> + +<blockquote> +<li> +<a href="#what">What is STREAM?</a></li> + +<li> +<a href="#why">Why should I care?</a></li> +</blockquote> + +<li> +Technical Information:</li> + +<blockquote> +<li> +<a href="#runrules">How do I run STREAM?</a></li> + +<li> +<a href="#counting">How does STREAM count Bytes and FLOPs?</a></li> +</blockquote> + +<li> +Administration:</li> + +<blockquote> +<li> +<a href="#who">Who is responsible for STREAM?</a></li> + +<li> +<a href="#how">How can I help?</a></li> + +<li> +<a href="#future">Future directions for STREAM?</a></li> +</blockquote> + +<hr WIDTH="100%"> +<h3> +<a NAME="what"></a>What is STREAM?</h3> +The STREAM benchmark is a simple synthetic benchmark program that measures +sustainable memory bandwidth (in MB/s) and the corresponding computation +rate for simple vector kernels. +<hr> +<h3> +<a NAME="why"></a>Why should I care?</h3> +Computer cpus are getting faster much more quickly than computer memory +systems. As this progresses, more and more programs will be limited in +performance by the memory bandwidth of the system, rather than by the computational +performance of the cpu. +<p>As an extreme example, several current high-end machines run simple +arithmetic kernels for out-of-cache operands at 4-5% of their rated peak +speeds --- that means that they are spending 95-96% of their time idle +and waiting for cache misses to be satisfied. +<p>The STREAM benchmark is specifically designed to work with datasets +much larger than the available cache on any given system, so that the results +are (presumably) more indicative of the performance of very large, vector +style applications. +<p>If you want more words, I have written a paper on STREAM: +<a href="http://home.austin.rr.com/mccalpin/papers/bandwidth/bandwidth.html">Sustainable +Memory Bandwidth in Current High Performance Computers</a> +<p>A somewhat broader look on the issue, see my paper: <a href="http://home.austin.rr.com/mccalpin/papers/balance/index.html">Memory +Bandwidth and Machine Balance in Current High Performance Computers</a>. +A version of this paper was published in the newsletter of the IEEE <a href="http://www.computer.org/tab/tcca/tcca.htm">Technical +Committee on Computer Architecture (TCCA)</a> in December 1995. +<hr> +<h3> +<a NAME="runrules"></a>How Do I Run STREAM?</h3> +STREAM is relatively easy to run, though there are bazillions of variations +in operating systems and hardware, so it is hard to be comprehensive. +<p>There are a couple of systems with precompiled binaries: +<blockquote> +<li> +PC's running DOS - <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/streamd2.zip">zipped +binary package</a></li> + +<li> +PC's running Windows95/98/NT - <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/MasonCabot/win32/wstream.exe">use +this binary</a></li> + +<li> +PC's running Linux - <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/MasonCabot/linux/stream_l">use +this binary</a></li> + +<li> +Power Mac systems - <a href="ftp://ftp.cs.virginia.edu/pub/stream/Contrib/STREAM.sea.hqx">grab +this set of binaries</a></li> +</blockquote> +If there is not a precompiled binary, then you have to compile the code. +<h4> +Uniprocessor Runs</h4> +If you want to run STREAM on a single processor, then you are in luck -- +it is an easy thing to do. Grab the source code from the <a href="ftp://ftp.cs.virginia.edu/pub/stream/Code/">source +code directory at the ftp site</a>. You will need the main stream +code in either Fortran or C, and you will need a timer code. For +unix/linux systems, the timer code provide (second_wall.c) works fine. +Some systems provide higher resolution timers -- check with the documentation +on your own unix/linux box to see what you have access to..... +<h4> +Multiprocessor Runs</h4> +If you want to run STREAM on multiple processors, then the situation is +not quite so easy. +<p>First, you need to <a href="#size">adjust the problem size</a> so that +the data is not cacheable. +<p>Second, you need to make sure that you are using a wall-clock timer +instead of a cpu-time timer. +<p>Third, you need to figure out how to run the code in parallel. +<p>On "industrial-strength" systems, you may have an automatically parallelizing +compiler for Fortran or C. It should have no trouble parallelizing +the four kernels in STREAM. +<p>If you do not have an automatically parallelizing compiler, you may +still have a compiler with OpenMP support. It requires only +4 OpenMP directives to parallelize STREAM. Just insert "!$OMP PARALLEL +DO" before each of the four main DO loops in the Fortran code. The +C pragma's for OpenMP are similar, but I don't remember the syntax off +the top of my head. +<p>If you do not have a compiler with OpenMP support, you may need to figure +out how to get pthreads (or NT threads) working. You are on your +own here, unfortunately. +<p>If you have no threads support and you want to see how bandwidth scales +in a multiprocessor system, you can try the following hack: +<blockquote> +<li> +set up a "background" version of STREAM with a very high value of "ntimes" +(Fortran) or "NTIMES" (C).</li> + +<li> +set up a "foreground" version of STREAM with a normal value for ntimes/NTIMES.</li> + +<li> +start up as many "background" copies as you want</li> + +<li> +start up one "foreground" copy</li> + +<li> +The STREAM bandwidth will be approximately equal to the value for the "foreground" +job times the total number of foreground + background jobs.</li> +</blockquote> +Note that results using this hack are not "standard" STREAM benchmark numbers, +and I will not publish them in the tables, but they will give you an idea +of the throughput of the memory system under test. +<br> +<h4> +<a NAME="size"></a>Adjust the Problem Size</h4> +STREAM is intended to measure the bandwidth from main memory. It +can, of course, be used to measure cache bandwidth as well, but that is +not what I have been publishing at the web site. Maybe someday.... +<br> +<blockquote> +<blockquote><b>The general rule for STREAM is that each array must be at +least 4x the size of the sum of all the last-level caches used in the run, +or 1 Million elements -- whichever is <i>larger</i>.</b></blockquote> +</blockquote> + +<p><br>So, for a uniprocessor machine with a 256kB L2 cache (like a new +PentiumIII, for example), each array needs to be at least 128k elements. +This is smaller than the standard test size of 2,000,000 elements, which +is appropriate for systems with 4 MB L2 caches. There should +be relatively little difference in the performance of different sizes once +the size of each array becomes significantly larger than the cache size, +but since there are some differences (typically associated with TLB reach), +for comparability I require that results even for small cache machines +use 1 million elements whenever possible. This requires only 22 MB, +so it should be workable on even a 32 MB machine. +<p>If this size requirement is a problem and you are interested in submitting +results on a system that cannot meet this criterion, <a href="mailto:mccalpin@cs.virginia.edu">e-mail +me</a> and we can discuss the issues. +<p>For an automatically parallelized run on (for example) 16 cpus, each +with 8 MB L2 caches, the problem size must be increased to at least N=64,000,000. +This will require a lot of memory! (about 1.5 GB) +<p> +<hr WIDTH="100%"> +<h3> +<a NAME="who"></a>Who is responsible for STREAM?</h3> +STREAM was created and is maintained by +<a href="http://home.austin.rr.com/mccalpin/">John +McCalpin</a>, <a href="mailto:mccalpin@cs.virginia.edu">mccalpin@cs.virginia.edu</a>. +<h4> +NOTICE and DISCLAIMER</h4> +The STREAM benchmark was developed while McCalpin was on the faculty at +the University of Delaware. After three years at +<a href="http://www.sgi.com">SGI</a>, +I am now employed by +<a href="http://www.ibm.com">IBM</a>, where I work +on performance analysis of computer systems under development. The STREAM +benchmark remains an independent academic project, which will <b>not</b> +be influenced or directed by commercial concerns. In order to maintain +this independence, the STREAM benchmark is hosted here at U.Va. under the +sponsorship of +<a href="http://www.cs.virginia.edu/brochure/profs/batson.html">Professor +Alan Batson</a> and <a href="http://www.cs.virginia.edu/brochure/profs/wulf.html">Professor +William Wulf</a>. +<hr> +<h3> +<a NAME="how"></a>How can I help?</h3> +Contributions are always welcome!!!! +<p>STREAM has become a useful and important benchmark because lots of results +are available. Please help us keep up with this rapidly changing market. +If you have access to a new machine that is not listed here, give STREAM +a try! +<p>(See the +<a href="ftp://ftp.cs.virginia.edu/pub/stream/">FTP Archives</a> +for the source code and comma-delimited database files with the raw data +in them.) +<hr> +<h3> +<a NAME="future"></a>Future Directions for STREAM?</h3> +Extensions of the STREAM benchmark for the future are currently being considered. +The main issues that need to be addressed are: +<ul> +<li> +Memory Hierarchies: STREAM needs to be extended to measure bandwidths at +each level of the memory hierarchy.</li> + +<li> +Latency: Bandwidth and Latency are a powerful pair of descriptors for memory +systems -- Latency measurements should be added.</li> + +<li> +Access Patterns: Currently STREAM measures only unit-stride performance. +This is easy and sensible, but non-unit stride and irregular/indirect performance +are an important piece of the memory system performance picture.</li> + +<li> +Locality: Many new machines are being developed with physically distributed +main memory. STREAM may be enhanced to measure bandwidth/latency between +"nodes" of distributed shared memory systems.</li> +</ul> +A "second-generation" STREAM benchmark (STREAM2) is being evaluated, with +the source code and some results available at the <a href="http://www.cs.virginia.edu/stream/stream2/">STREAM2 +page</a>. STREAM2 emphases measurements across all levels of +the memory hierarchy, and tries to focus on the difference between read +and write performance in memory systems. +<hr> +<h2> +<a NAME="counting"></a>Counting Bytes and FLOPS</h2> +It may be surprising, but there are at least three different ways to count +Bytes for a benchmark like STREAM, and unfortunately all three are in common +use! +<p>The three conventions for counting can be called: +<blockquote> +<li> +bcopy</li> + +<li> +STREAM</li> + +<li> +hardware</li> +</blockquote> + +<li> +"bcopy" counts how many bytes get moved from one place in memory to another. +So if it takes your computer 1 second to read 1 million bytes at +one location and write those 1 million bytes to a second location, the +resulting "bcopy bandwidth" is said to be "1 MB per second".</li> + +<li> +"STREAM" counts how many bytes the user asked to be read plus how many +bytes the user asked to be written. For the simple "Copy" kernel, +this is exactly twice the number obtained from the "bcopy" convention. +Why does STREAM do this? Because 3 of the 4 kernels do arithmetic, +so it makes sense to count both the data read into the CPU and the data +written back from the CPU. The "Copy" kernel does no arithmetic, +but I chose to count bytes the same way as the other three.</li> + +<li> +"hardware" may move a different number of bytes than what the user specified. +In particular, most cached systems perform what is called a "write allocate" +when a store operation misses the data cache. The system <b>loads</b> +the cache line containing the data before overwriting it.</li> + +<br>Why does it do this? +<br>It does it so that there will be a single copy of the cache line in +the system for which all the bytes are current and valid. If +you only wrote 1/2 the bytes in the cache line, for example, the result +would have to be merged with the other 1/2 of the bytes from memory. +The best place to do this is in the cache, so the data is loaded there +first and life is much simpler. +<br> +<p>The table below shows how many Bytes and FLOPs are counted in each iteration +of the STREAM loops. +<br>The test consists of multiple repetitions of four the kernels, and +the best results of (typically) 10 trials are chosen. +<pre> ------------------------------------------------------------------ + name kernel bytes/iter FLOPS/iter + ------------------------------------------------------------------ + COPY: a(i) = b(i) 16 0 + SCALE: a(i) = q*b(i) 16 1 + SUM: a(i) = b(i) + c(i) 24 1 + TRIAD: a(i) = b(i) + q*c(i) 24 2 + ------------------------------------------------------------------</pre> +So you need to be careful comparing "MB/s" from different sources. +STREAM always uses the same approach, and always counts only the bytes +that the user program requested to be loaded or stored, so results are always +directly comparable. +<br> +<hr WIDTH="100%"> +</body> +</html> diff --git a/benchmarks/stream/second_cpu.c b/benchmarks/stream/second_cpu.c new file mode 100644 index 0000000..24bc4dc --- /dev/null +++ b/benchmarks/stream/second_cpu.c @@ -0,0 +1,15 @@ +#include <sys/param.h> +#include <sys/types.h> +#include <sys/times.h> +#include <time.h> + +double second() +{ + long sec; + double secx; + struct tms realbuf; + + times(&realbuf); + secx = ( realbuf.tms_stime + realbuf.tms_utime ) / (float) CLK_TCK; + return ((double) secx); +} diff --git a/benchmarks/stream/second_cpu.f b/benchmarks/stream/second_cpu.f new file mode 100644 index 0000000..e68cdee --- /dev/null +++ b/benchmarks/stream/second_cpu.f @@ -0,0 +1,21 @@ +*------------------------------------- +* Sample timing routine +* This code works on Sun and Silicon Graphics machines. +* DOUBLE PRECISION function second(dummy) +* double precision dummy +* real arg(2) +* second = etime(arg) +* end +* Sample timing routine +* This code works on IBM RS/6000 machines + DOUBLE PRECISION FUNCTION second(dummy) +C .. Scalar Arguments .. + DOUBLE PRECISION dummy +C .. +C .. External Functions .. + INTEGER mclock + EXTERNAL mclock +C .. + second = mclock()*0.01D0 + END + diff --git a/benchmarks/stream/second_wall.c b/benchmarks/stream/second_wall.c new file mode 100644 index 0000000..4176ef3 --- /dev/null +++ b/benchmarks/stream/second_wall.c @@ -0,0 +1,25 @@ +/* A Fortran-callable gettimeofday routine to give access + to the wall clock timer. + + This subroutine may need to be modified slightly to get + it to link with Fortran on your computer. +*/ + +#include <sys/time.h> +/* int gettimeofday(struct timeval *tp, struct timezone *tzp); */ + +double second() +{ +/* struct timeval { long tv_sec; + long tv_usec; }; + +struct timezone { int tz_minuteswest; + int tz_dsttime; }; */ + + struct timeval tp; + struct timezone tzp; + int i; + + i = gettimeofday(&tp,&tzp); + return ( (double) tp.tv_sec + (double) tp.tv_usec * 1.e-6 ); +} diff --git a/benchmarks/stream/stream.FILES b/benchmarks/stream/stream.FILES new file mode 100644 index 0000000..920fb52 --- /dev/null +++ b/benchmarks/stream/stream.FILES @@ -0,0 +1,8 @@ +FILES 0 27 Jul 02:02 file descriptions +Parallel_jobs 647 28 Oct 1994 Runs several jobs concurrently +README 2803 4 Jun 16:24 Important info +second_cpu.c 285 24 Oct 1995 A cpu timer in C for UNIX systems +second_cpu.f 574 8 Dec 1995 A cpu timer in Fortran for UNIX systems +second_wall.c 571 8 Dec 1995 A wallclock timer in C for UNIX systems +stream_d.c 5515 8 Dec 1995 A C version +stream_d.f 10520 4 Jun 16:22 Double precision memory bandwidth tester diff --git a/benchmarks/stream/stream.Parallel_jobs b/benchmarks/stream/stream.Parallel_jobs new file mode 100755 index 0000000..02fce72 --- /dev/null +++ b/benchmarks/stream/stream.Parallel_jobs @@ -0,0 +1,31 @@ +#!/bin/csh +# +# This program runs multiple copies of the stream_wall benchmark +# to measure how much they interfere with each other.... +# +# John D. McCalpin, mccalpin@cs.virginia.edu +# Mon May 2 18:51:19 EDT 1994 +# set verbose + +#switch ($#argv) +#case 1: +# breaksw +#default: +# echo "Usage: $0 <ncpus>" +# exit 1 +#endsw + +foreach k (1 2 4 6 8) + set NCPU=$k + set i=$k + echo "Starting $i jobs" + while (`expr $i - 1` >= 0) + echo stream_d >P${NCPU}.${i} & + set i=`expr $i - 1` + end + wait + cat P${NCPU}.[1-${NCPU}] >P${NCPU}.out + rm P${NCPU}.[1-${NCPU}] + echo "All jobs done.... Output is in P${NCPU}.out" +end +exit 0 diff --git a/benchmarks/stream/stream.README b/benchmarks/stream/stream.README new file mode 100644 index 0000000..5d777ad --- /dev/null +++ b/benchmarks/stream/stream.README @@ -0,0 +1,81 @@ +Revisions as of Tue Jun 4 16:31:31 EDT 1996 + +I have fixed an "off-by-one" error in the RMS time calculation in +stream_d.f. This was already corrected in stream_d.c. +No results are invalidated, since I use minimum time instead +of RMS time anyway.... + + +Revisions as of Fri Dec 8 14:49:56 EST 1995 + +I have renamed the timer routines to: + second_cpu.c + second_wall.c + second_cpu.f + +All have a function interface named 'second' which returns +a double precision floating point number. It should be possible +to link second_wall.c with stream_d.f without too much trouble, +though the details will depend on your environment. + +If anyone builds versions of these timers for machines running +the Macintosh O/S or DOS/Windows, I would appreciate getting a +copy. + +To clarify: + * For single-user machines, the wallclock timer is preferred. + * For parallel machines, the wallclock timer is required. + * For time-shared systems, the cpu timer is more reliable, + though less accurate. + + + +Revisions as of Wed Oct 25 09:40:32 EDT 1995 + +(1) NOTICE to C users: + + stream_d.c has been updated to version 4.0 (beta), and + should be functionally identical to stream_d.f + + Two timers are provided --- second_cpu.c and second_wall.c + second_cpu.c measures cpu time, while second_wall.c measures + elapsed (real) time. + + For single-user machines, the wallclock timer is preferred. + For parallel machines, the wallclock timer is required. + For time-shared systems, the cpu timer is more reliable, + though less accurate. + +(2) cstream.c has been removed -- use stream_d.c + +(3) stream_wall.f has been removed --- to do parallel aggregate + bandwidth runs, comment out the definition of FUNCTION SECOND + in stream_d.f and compile/link with second_wall.c + +(4) stream_offset has been deprecated. It is still here + and usable, but stream_d.f is the "standard" version. + There are easy hooks in stream_d.f to change the + array offsets if you want to. + +(5) The rules of the game are clarified as follows: + + The reference case uses array sizes of 2,000,000 elements + and no additional offsets. I would like to see results + for this case. + + But, you are free to use any array size and any offset + you want, provided that the arrays are each bigger than + the last-level of cache. The output will show me what + parameters you chose. + + I expect that I will report just the best number, but + if there is a serious discrepancy between the reference + case and the "best" case, I reserve the right to report + both. + + Of course, I also reserve the right to reject any results + that I do not trust.... +-- +John D. McCalpin, Ph.D. Supercomputing Performance Analyst +Advanced Systems Division http://reality.sgi.com/employees/mccalpin_asd +Silicon Graphics, Inc. mccalpin@asd.sgi.com 415-933-7407 diff --git a/benchmarks/stream/stream_d b/benchmarks/stream/stream_d Binary files differnew file mode 100755 index 0000000..60ce85f --- /dev/null +++ b/benchmarks/stream/stream_d diff --git a/benchmarks/stream/stream_d.c b/benchmarks/stream/stream_d.c new file mode 100644 index 0000000..ad07253 --- /dev/null +++ b/benchmarks/stream/stream_d.c @@ -0,0 +1,165 @@ +/* +# include <stdio.h> +# include <math.h> +# include <float.h> +# include <limits.h> +# include <sys/time.h> +*/ +/* Set THREAD_NBR macro equal to the number of threads if a multithreaded OpenMP run */ +/* Set to 1 if a single-CPU run */ +#define THREAD_NBR 1 + +#if defined(THREAD_NBR) + #if THREAD_NBR > 1 + # include <omp.h> + #define THREADING_ON 1 + #define SET_THREADS omp_set_num_threads(THREAD_NBR);printf("\nRunning with %d OpenMP threads\n",THREAD_NBR); + #else + #define THREADING_ON 0 + #define SET_THREADS ; + #endif +#else + #define THREAD_NBR 1 + #define THREADING_ON 0 + #define SET_THREADS ; +#endif +/* + * Program: Stream + * Programmer: Joe R. Zagar + * Revision: 4.0-BETA, October 24, 1995 + * Original code developed by John D. McCalpin + * OpenMP directives inserted by C. Shereda, LLNL, August 2001 + * + * This program measures memory transfer rates in MB/s for simple + * computational kernels coded in C. These numbers reveal the quality + * of code generation for simple uncacheable kernels as well as showing + * the cost of floating-point operations relative to memory accesses. + * + * INSTRUCTIONS: + * + * 1) Stream requires a good bit of memory to run. Adjust the + * value of 'N' (below) to give a 'timing calibration' of + * at least 20 clock-ticks. This will provide rate estimates + * that should be good to about 5% precision. + */ + +# define N 20000 // 2000000 +# define NTIMES 10 +# define OFFSET 0 + +/* + * 3) Compile the code with full optimization. Many compilers + * generate unreasonably bad code before the optimizer tightens + * things up. If the results are unreasonably good, on the + * other hand, the optimizer might be too smart for me! + * + * Try compiling with: + * cc -O stream_d.c second.c -o stream_d -lm + * + * This is known to work on Cray, SGI, IBM, and Sun machines. + * + * + * 4) Mail the results to mccalpin@cs.virginia.edu + * Be sure to include: + * a) computer hardware model number and software revision + * b) the compiler flags + * c) all of the output from the test case. + * Thanks! + * + */ + + +# ifndef MIN +# define MIN(x,y) ((x)<(y)?(x):(y)) +# endif +# ifndef MAX +# define MAX(x,y) ((x)>(y)?(x):(y)) +# endif + +static double a[N+OFFSET], + b[N+OFFSET], + c[N+OFFSET]; + + + +static double bytes[4] = { + 2 * sizeof(double) * N, + 2 * sizeof(double) * N, + 3 * sizeof(double) * N, + 3 * sizeof(double) * N + }; + + +int +main() + { + int quantum, checktick(); + int BytesPerWord; + register int j, k; + double scalar, t, times[4][NTIMES]; + + /* --- SETUP --- determine precision and check timing --- */ + + BytesPerWord = sizeof(double); + + /* Set up number of threads, if OpenMP is to be used */ + if( THREADING_ON ){ + SET_THREADS; + } + + +/* It is assumed here and in all omp parallel for's in this program + that your OpenMP-compatible compiler automatically privatizes + the loop counter j */ +#if THREADING_ON +#pragma omp parallel for +#endif + /* Get initial value for system clock. */ + for (j=0; j<N; j++) { + a[j] = 1.0; + b[j] = 2.0; + c[j] = 0.0; + } + + + +#if THREADING_ON +#pragma omp parallel for +#endif + for (j = 0; j < N; j++) + a[j] = 2.0E0 * a[j]; + + /* --- MAIN LOOP --- repeat test cases NTIMES times --- */ + + scalar = 3.0; + for (k=0; k<NTIMES; k++) + { + +#if THREADING_ON +#pragma omp parallel for +#endif + for (j=0; j<N; j++) + c[j] = a[j]; +#if THREADING_ON +#pragma omp parallel for +#endif + for (j=0; j<N; j++) + b[j] = scalar*c[j]; +#if THREADING_ON +#pragma omp parallel for +#endif + for (j=0; j<N; j++) + c[j] = a[j]+b[j]; +#if THREADING_ON +#pragma omp parallel for +#endif + for (j=0; j<N; j++) + a[j] = b[j]+scalar*c[j]; + } + + return 0; +} + +# define M 20 + + diff --git a/benchmarks/stream/stream_d.f b/benchmarks/stream/stream_d.f new file mode 100644 index 0000000..9924be1 --- /dev/null +++ b/benchmarks/stream/stream_d.f @@ -0,0 +1,427 @@ +* Program: STREAM +* Programmer: John D. McCalpin +* Revision: 5.0, July 30, 2000 +* +* This program measures memory transfer rates in MB/s for simple +* computational kernels coded in Fortran. +* The intent is to demonstrate the extent to which ordinary user +* code can exploit the main memory bandwidth of the system under +* test. +*========================================================================= +* The STREAM web page is at: +* http://www.streambench.org +* +* Most of the content is currently hosted at: +* http://www.cs.virginia.edu/stream/ +* +* BRIEF INSTRUCTIONS: +* 0) See http://www.cs.virginia.edu/stream/ref.html for details +* 1) STREAM requires a timing function called second(). +* Several examples are provided in this directory. +* "CPU" timers are only allowed for uniprocessor runs. +* "Wall-clock" timers are required for all multiprocessor runs. +* 2) The STREAM array sizes must be set to size the test. +* The value "N" must be chosen so that each of the three +* arrays is at least 4x larger than the sum of all the last- +* level caches used in the run, or 1 million elements, which- +* ever is larger. +* ------------------------------------------------------------ +* Note that you are free to use any array length and offset +* that makes each array 4x larger than the last-level cache. +* The intent is to determine the *best* sustainable bandwidth +* available with this simple coding. Of course, lower values +* are usually fairly easy to obtain on cached machines, but +* by keeping the test to the *best* results, the answers are +* easier to interpret. +* You may put the arrays in common or not, at your discretion. +* There is a commented-out COMMON statement below. +* Fortran90 "allocatable" arrays are fine, too. +* ------------------------------------------------------------ +* 3) Compile the code with full optimization. Many compilers +* generate unreasonably bad code before the optimizer tightens +* things up. If the results are unreasonably good, on the +* other hand, the optimizer might be too smart for me +* Please let me know if this happens. +* 4) Mail the results to mccalpin@cs.virginia.edu +* Be sure to include: +* a) computer hardware model number and software revision +* b) the compiler flags +* c) all of the output from the test case. +* Please let me know if you do not want your name posted along +* with the submitted results. +* 5) See the web page for more comments about the run rules and +* about interpretation of the results. +* +* Thanks, +* Dr. Bandwidth +*========================================================================= +* + PROGRAM stream +* IMPLICIT NONE +C .. Parameters .. +C Set thread_nbr equal to the number of threads in this run + INTEGER n,offset,ndim,ntimes,thread_nbr + PARAMETER (n=2000000,offset=0,ndim=n+offset,ntimes=10, + $ thread_nbr=1) +C .. +C .. Local Scalars .. + DOUBLE PRECISION dummy,scalar,t + INTEGER j,k,nbpw,quantum +C .. +C .. Local Arrays .. + DOUBLE PRECISION maxtime(4),mintime(4),avgtime(4), + $ times(4,ntimes) + INTEGER bytes(4) + CHARACTER label(4)*11 +C .. +C .. External Functions .. + DOUBLE PRECISION second + INTEGER checktick,realsize + EXTERNAL second,checktick,realsize +C .. +C .. Intrinsic Functions .. +C + INTRINSIC dble,max,min,nint,sqrt +C .. +C .. Arrays in Common .. + DOUBLE PRECISION a(ndim),b(ndim),c(ndim) +C .. +C .. Common blocks .. +* COMMON a,b,c +C .. +C .. Data statements .. + DATA avgtime/4*0.0D0/,mintime/4*1.0D+36/,maxtime/4*0.0D0/ + DATA label/'Copy: ','Scale: ','Add: ', + $ 'Triad: '/ + DATA bytes/2,2,3,3/,dummy/0.0d0/ +C .. + +* --- SETUP --- determine precision and check timing --- + + nbpw = realsize() + + WRITE (*,FMT=9010) 'Array size = ',n + WRITE (*,FMT=9010) 'Offset = ',offset + WRITE (*,FMT=9020) 'The total memory requirement is ', + $ 3*nbpw*n/ (1024*1024),' MB' + WRITE (*,FMT=9030) 'You are running each test ',ntimes,' times' + WRITE (*,FMT=9030) '--' + WRITE (*,FMT=9030) 'The *best* time for each test is used' + WRITE (*,FMT=9030) '*EXCLUDING* the first and last iterations' + + + IF ( thread_nbr.GT.1 ) THEN +C Uncomment the call below when running multi-thread OpenMP tests +C CALL omp_set_num_threads(thread_nbr); +C Comment out the five statements below if running OpenMP tests + PRINT *,'--------------------------------------------------' + PRINT *,'When running with OpenMP, you must uncomment' + PRINT *,'the call to omp_set_num_threads and comment out' + PRINT *,'these statements. Check stream_d.f.' + GO TO 9060 + END IF + +!$OMP PARALLEL DO + DO 10 j = 1,n + a(j) = 2.0d0 + b(j) = 0.5D0 + c(j) = 0.0D0 + 10 CONTINUE + t = second(dummy) +!$OMP PARALLEL DO + DO 20 j = 1,n + a(j) = 0.5d0*a(j) + 20 CONTINUE + t = second(dummy) - t + PRINT *,'----------------------------------------------------' + quantum = checktick() + WRITE (*,FMT=9000) + $ 'Your clock granularity/precision appears to be ',quantum, + $ ' microseconds' + PRINT *,'----------------------------------------------------' + +* --- MAIN LOOP --- repeat test cases NTIMES times --- + scalar = 0.5d0*a(1) + DO 70 k = 1,ntimes + + t = second(dummy) + a(1) = a(1) + t +!$OMP PARALLEL DO + DO 30 j = 1,n + c(j) = a(j) + 30 CONTINUE + t = second(dummy) - t + c(n) = c(n) + t + times(1,k) = t + + t = second(dummy) + c(1) = c(1) + t +!$OMP PARALLEL DO + DO 40 j = 1,n + b(j) = scalar*c(j) + 40 CONTINUE + t = second(dummy) - t + b(n) = b(n) + t + times(2,k) = t + + t = second(dummy) + a(1) = a(1) + t +!$OMP PARALLEL DO + DO 50 j = 1,n + c(j) = a(j) + b(j) + 50 CONTINUE + t = second(dummy) - t + c(n) = c(n) + t + times(3,k) = t + + t = second(dummy) + b(1) = b(1) + t +!$OMP PARALLEL DO + DO 60 j = 1,n + a(j) = b(j) + scalar*c(j) + 60 CONTINUE + t = second(dummy) - t + a(n) = a(n) + t + times(4,k) = t + 70 CONTINUE + +* --- SUMMARY --- + DO 90 k = 2,ntimes-1 + DO 80 j = 1,4 + avgtime(j) = avgtime(j) + times(j,k) + mintime(j) = min(mintime(j),times(j,k)) + maxtime(j) = max(maxtime(j),times(j,k)) + 80 CONTINUE + 90 CONTINUE + WRITE (*,FMT=9040) + DO 100 j = 1,4 + avgtime(j) = avgtime(j)/dble(ntimes-2) + WRITE (*,FMT=9050) label(j),n*bytes(j)*nbpw/mintime(j)/1.0D6, + $ avgtime(j),mintime(j),maxtime(j) + 100 CONTINUE + PRINT *,'----------------------------------------------------' + CALL checksums (a,b,c,n,ntimes) + PRINT *,'----------------------------------------------------' + + 9000 FORMAT (1x,a,i6,a) + 9010 FORMAT (1x,a,i10) + 9020 FORMAT (1x,a,i4,a) + 9030 FORMAT (1x,a,i3,a,a) + 9040 FORMAT ('Function',5x,'Rate (MB/s) Avg time Min time Max time' + $ ) + 9050 FORMAT (a,4 (f10.4,2x)) + 9060 END + +*------------------------------------- +* INTEGER FUNCTION dblesize() +* +* A semi-portable way to determine the precision of DOUBLE PRECISION +* in Fortran. +* Here used to guess how many bytes of storage a DOUBLE PRECISION +* number occupies. +* + INTEGER FUNCTION realsize() +* IMPLICIT NONE + +C .. Local Scalars .. + DOUBLE PRECISION result,test + INTEGER j,ndigits +C .. +C .. Local Arrays .. + DOUBLE PRECISION ref(30) +C .. +C .. External Subroutines .. + EXTERNAL confuse +C .. +C .. Intrinsic Functions .. + INTRINSIC abs,acos,log10,sqrt +C .. + +C Test #1 - compare single(1.0d0+delta) to 1.0d0 + + 10 DO 20 j = 1,30 + ref(j) = 1.0d0 + 10.0d0** (-j) + 20 CONTINUE + + DO 30 j = 1,30 + test = ref(j) + ndigits = j + CALL confuse(test,result) + IF (test.EQ.1.0D0) THEN + GO TO 40 + END IF + 30 CONTINUE + GO TO 50 + + 40 WRITE (*,FMT='(a)') + $ '----------------------------------------------' + WRITE (*,FMT='(1x,a,i2,a)') 'Double precision appears to have ', + $ ndigits,' digits of accuracy' + IF (ndigits.LE.8) THEN + realsize = 4 + ELSE + realsize = 8 + END IF + WRITE (*,FMT='(1x,a,i1,a)') 'Assuming ',realsize, + $ ' bytes per DOUBLE PRECISION word' + WRITE (*,FMT='(a)') + $ '----------------------------------------------' + RETURN + + 50 PRINT *,'Hmmmm. I am unable to determine the size.' + PRINT *,'Please enter the number of Bytes per DOUBLE PRECISION', + $ ' number : ' + READ (*,FMT=*) realsize + IF (realsize.NE.4 .AND. realsize.NE.8) THEN + PRINT *,'Your answer ',realsize,' does not make sense.' + PRINT *,'Try again.' + PRINT *,'Please enter the number of Bytes per ', + $ 'DOUBLE PRECISION number : ' + READ (*,FMT=*) realsize + END IF + PRINT *,'You have manually entered a size of ',realsize, + $ ' bytes per DOUBLE PRECISION number' + WRITE (*,FMT='(a)') + $ '----------------------------------------------' + END + + SUBROUTINE confuse(q,r) +* IMPLICIT NONE +C .. Scalar Arguments .. + DOUBLE PRECISION q,r +C .. +C .. Intrinsic Functions .. + INTRINSIC cos +C .. + r = cos(q) + RETURN + END + +* A semi-portable way to determine the clock granularity +* Adapted from a code by John Henning of Digital Equipment Corporation +* + INTEGER FUNCTION checktick() +* IMPLICIT NONE + +C .. Parameters .. + INTEGER n + PARAMETER (n=20) +C .. +C .. Local Scalars .. + DOUBLE PRECISION dummy,t1,t2 + INTEGER i,j,jmin +C .. +C .. Local Arrays .. + DOUBLE PRECISION timesfound(n) +C .. +C .. External Functions .. + DOUBLE PRECISION second + EXTERNAL second +C .. +C .. Intrinsic Functions .. + INTRINSIC max,min,nint +C .. + i = 0 + dummy = 0.0d0 + t1 = second(dummy) + + 10 t2 = second(dummy) + IF (t2.EQ.t1) GO TO 10 + + t1 = t2 + i = i + 1 + timesfound(i) = t1 + IF (i.LT.n) GO TO 10 + + jmin = 1000000 + DO 20 i = 2,n + j = nint((timesfound(i)-timesfound(i-1))*1d6) + jmin = min(jmin,max(j,0)) + 20 CONTINUE + + IF (jmin.GT.0) THEN + checktick = jmin + ELSE + PRINT *,'Your clock granularity appears to be less ', + $ 'than one microsecond' + checktick = 1 + END IF + RETURN + +* PRINT 14, timesfound(1)*1d6 +* DO 20 i=2,n +* PRINT 14, timesfound(i)*1d6, +* & nint((timesfound(i)-timesfound(i-1))*1d6) +* 14 FORMAT (1X, F18.4, 1X, i8) +* 20 CONTINUE + + END + + + + + SUBROUTINE checksums(a,b,c,n,ntimes) +* IMPLICIT NONE +C .. +C .. Arguments .. + DOUBLE PRECISION a(*),b(*),c(*) + INTEGER n,ntimes +C .. +C .. Local Scalars .. + DOUBLE PRECISION aa,bb,cc,scalar,suma,sumb,sumc,epsilon + INTEGER k +C .. + +C Repeat the main loop, but with scalars only. +C This is done to check the sum & make sure all +C iterations have been executed correctly. + + aa = 2.0D0 + bb = 0.5D0 + cc = 0.0D0 + aa = 0.5D0*aa + scalar = 0.5d0*aa + DO k = 1,ntimes + cc = aa + bb = scalar*cc + cc = aa + bb + aa = bb + scalar*cc + END DO + aa = aa*DBLE(n-2) + bb = bb*DBLE(n-2) + cc = cc*DBLE(n-2) + +C Now sum up the arrays, excluding the first and last +C elements, which are modified using the timing results +C to confuse aggressive optimizers. + + suma = 0.0d0 + sumb = 0.0d0 + sumc = 0.0d0 +!$OMP PARALLEL DO REDUCTION(+:suma,sumb,sumc) + DO 110 j = 2,n-1 + suma = suma + a(j) + sumb = sumb + b(j) + sumc = sumc + c(j) + 110 CONTINUE + + epsilon = 1.D-6 + + IF (ABS(suma-aa)/suma .GT. epsilon) THEN + PRINT *,'Failed Validation on array a()' + PRINT *,'Target Sum of a is = ',aa + PRINT *,'Computed Sum of a is = ',suma + ELSEIF (ABS(sumb-bb)/sumb .GT. epsilon) THEN + PRINT *,'Failed Validation on array b()' + PRINT *,'Target Sum of b is = ',bb + PRINT *,'Computed Sum of b is = ',sumb + ELSEIF (ABS(sumc-cc)/sumc .GT. epsilon) THEN + PRINT *,'Failed Validation on array c()' + PRINT *,'Target Sum of c is = ',cc + PRINT *,'Computed Sum of c is = ',sumc + ELSE + PRINT *,'Solution Validates!' + ENDIF + + END + diff --git a/benchmarks/stream/stream_logo.gif b/benchmarks/stream/stream_logo.gif Binary files differnew file mode 100644 index 0000000..3d8ee77 --- /dev/null +++ b/benchmarks/stream/stream_logo.gif |
