Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark amg.

Project Site

github.com

Test Created

4 March 2020

Last Updated

10 January 2021

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

15 Seconds

Average Run Time

10 Minutes, 2 Seconds

Test Dependencies

OpenMPI + C/C++ Compiler Toolchain

Accolades

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsAlgebraic Multi-Grid Benchmark Popularity Statisticspts/amg2020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052024.072024.094K8K12K16K20K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 4 October 2024.

Revision History

pts/amg-1.1.0   [View Source]   Sun, 10 Jan 2021 17:31:12 GMT
Increase load for AMG to work better on current CPus.

pts/amg-1.0.1   [View Source]   Wed, 04 Mar 2020 17:09:19 GMT
Correct Environment Size.

pts/amg-1.0.0   [View Source]   Wed, 04 Mar 2020 16:11:57 GMT
Initial commit of AMG benchmark.

Suites Using This Test

HPC - High Performance Computing

Scientific Computing

Linear Algebra

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

Algebraic Multi-Grid Benchmark 1.2

OpenBenchmarking.org metrics for this test profile configuration based on 2,242 public results since 10 January 2021 with the latest data as of 4 October 2024.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Compatible Public Results
Figure Of Merit (Average)
2 x Intel Xeon 6980P
100th
16
8186821854 +/- 688180782
2 x AMD EPYC 9684X 96-Core
99th
17
4454792977 +/- 411539338
2 x AMD EPYC 9374F 32-Core
98th
5
4295199760 +/- 41056407
Intel Xeon 6980P
98th
6
4289754500 +/- 437357103
2 x AMD EPYC 9554 64-Core
97th
20
4254051136 +/- 200318498
2 x AMD EPYC 9384X 32-Core
97th
7
4163476714 +/- 30522303
2 x AMD EPYC 9184X 16-Core
96th
4
3805841500 +/- 28037861
2 x INTEL XEON PLATINUM 8592
96th
13
3661048872 +/- 69090165
2 x Intel Xeon Platinum 8490H
94th
21
3129521492 +/- 37072405
2 x Intel Xeon Platinum 8468
94th
3
3100295222 +/- 2484531
2 x Intel Xeon Platinum 8462Y
93rd
3
2934523250 +/- 83986278
2 x Intel Xeon Gold 6442Y
93rd
3
2751978867 +/- 104639021
AMD EPYC 9684X 96-Core
92nd
13
2371771308 +/- 23961740
AMD EPYC 9374F 32-Core
91st
4
2347293400 +/- 2240800
AMD EPYC 9554 64-Core
91st
14
2340931881 +/- 19425062
AMD EPYC 9654 96-Core
91st
18
2313470685 +/- 25109827
AMD EPYC 9754 128-Core
90th
9
2281227371 +/- 13770211
2 x Intel Xeon Platinum 8380
88th
39
2078694926 +/- 88666899
2 x Intel Xeon Platinum 8362
87th
8
2060333542 +/- 13860997
ARMv8 Neoverse-V2 72-Core
87th
9
2006307654 +/- 43461621
2 x AMD EPYC 7773X 64-Core
87th
39
2006012444 +/- 24074437
2 x AMD EPYC 7573X 32-Core
85th
5
1955465000 +/- 10517622
2 x AMD EPYC 7763 64-Core
83rd
34
1926811140 +/- 20513869
2 x AMD EPYC 7713 64-Core
83rd
30
1922412089 +/- 13820700
2 x AMD EPYC 7663 56-Core
83rd
3
1918356667
2 x AMD EPYC 74F3 24-Core
81st
4
1901728813 +/- 874625
2 x Intel Xeon Gold 6342
81st
6
1898265875 +/- 12917094
2 x AMD EPYC 7543 32-Core
81st
5
1889123467 +/- 8876157
2 x AMD EPYC 7373X 16-Core
80th
3
1885426556 +/- 61290540
AmpereOne 160-Core
80th
3
1832053667
INTEL XEON PLATINUM 8592
79th
13
1827466282 +/- 16577048
AmpereOne 192-Core
79th
17
1825521294 +/- 32835013
AmpereOne 128-Core
79th
4
1791333000
2 x AMD EPYC 75F3 32-Core
78th
19
1769544348 +/- 227817578
ARMv8 Neoverse-V1 64-Core
78th
4
1756428167 +/- 2684966
AmpereOne 96-Core
77th
3
1692750000
AMD Ryzen Threadripper PRO 7995WX 96-Cores
77th
9
1686991185 +/- 38978069
2 x AMD EPYC 7443 24-Core
76th
5
1674618933 +/- 17565603
2 x AMD EPYC 7343 16-Core
76th
7
1667683607 +/- 18121518
2 x Intel Xeon Gold 6346
76th
6
1658642167 +/- 13757287
2 x AMD EPYC 7551 32-Core
76th
19
1651081596 +/- 101992233
Mid-Tier
75th
< 1647212750
Intel Xeon Platinum 8468
75th
4
1615399750 +/- 9676909
Intel Xeon Platinum 8490H
74th
16
1610420021 +/- 6213893
Intel Xeon Max 9480
74th
4
1599463667 +/- 1697795
2 x AMD EPYC 7F52 16-Core
74th
3
1593214763 +/- 12854437
Intel Xeon Platinum 8471N
74th
3
1591542111 +/- 9079603
Intel Xeon Platinum 8462Y
73rd
3
1573718583 +/- 10850144
Intel Xeon Gold 6442Y
73rd
3
1541901267 +/- 1356311
Ampere ARMv8 Neoverse-N1 256-Core
73rd
3
1532822630 +/- 48955518
2 x AMD EPYC 7F72 24-Core
71st
14
1445737090 +/- 7125391
2 x Intel Xeon Platinum 8280
71st
22
1395595856 +/- 178746938
AmpereOne 64-Core
71st
3
1354105667
2 x Intel Xeon Gold 5220R
69th
6
1226897182 +/- 87678589
AMD EPYC 8534P 64-Core
69th
8
1152834667 +/- 1941482
AMD EPYC 8534PN 64-Core
69th
8
1150494125 +/- 2271037
AMD EPYC 7573X 32-Core
67th
6
1071124667 +/- 2856167
Intel Xeon Platinum 8362
67th
3
1068506889 +/- 1213398
ARMv8 Neoverse-N1 128-Core
66th
19
1059482456 +/- 2931149
AMD EPYC 7773X 64-Core
66th
22
1055753318 +/- 1360749
AMD EPYC 74F3 24-Core
65th
6
1043100667 +/- 1738355
Intel Xeon Platinum 8380
65th
29
1041520127 +/- 103331528
Intel Xeon Gold 6342
64th
6
1035442708 +/- 2109099
AMD EPYC 7543 32-Core
64th
4
1024661834 +/- 800015
AMD EPYC 7763 64-Core
63rd
33
1013650660 +/- 7013499
AMD EPYC 7713 64-Core
61st
21
983752654 +/- 97252359
AMD EPYC 7343 16-Core
60th
3
925721753 +/- 3799415
AMD EPYC 7443 24-Core
60th
4
923559988 +/- 3137451
Intel Xeon Gold 6346
60th
5
912681524 +/- 1630288
AMD EPYC 7532 32-Core
60th
5
912271088 +/- 6123296
AMD EPYC 75F3 32-Core
59th
14
900547436 +/- 131805982
AMD EPYC 7642 48-Core
59th
4
893810269 +/- 3122871
AMD EPYC 7662 64-Core
59th
5
886573757 +/- 6347207
AMD EPYC 7742 64-Core
59th
5
886304293 +/- 7265165
AMD Ryzen Threadripper 7980X 64-Cores
59th
4
884772600 +/- 28439843
AMD EPYC 7702 64-Core
58th
9
871440575 +/- 10980543
AMD EPYC 7552 48-Core
58th
5
857923043 +/- 2302352
AMD EPYC 7601 32-Core
58th
3
841734822 +/- 11904838
AMD EPYC 7302P 16-Core
57th
5
789214057 +/- 2117962
2 x Intel Xeon E5-2699 v4
57th
7
788813800 +/- 3032651
AMD EPYC 7F52 16-Core
56th
7
785101715 +/- 96985693
AMD EPYC 7542 32-Core
56th
4
776464681 +/- 4270427
AMD EPYC 7502P 32-Core
56th
5
774614677 +/- 692906
AmpereOne 32-Core
55th
3
774298500
Intel Xeon Gold 6258R
55th
3
773379211 +/- 4459587
Ampere ARMv8 Neoverse-N1 128-Core
55th
3
773162989 +/- 1523877
AMD EPYC 7402P 24-Core
54th
7
739766613 +/- 70412636
Intel Xeon Platinum 8280
54th
12
726813203 +/- 82320421
2 x Intel Xeon E5-2680 v4
54th
4
724842367 +/- 63383245
Intel Xeon Gold 5220R
54th
3
696206914 +/- 2006432
2 x Intel Xeon E5-2696 v4
54th
5
696205360 +/- 14458194
Intel Xeon Gold 6226R
54th
3
692338967 +/- 2328970
Intel Xeon Silver 4216
52nd
3
595098978 +/- 5763872
Ampere eMAG ARMv8 32-Core
52nd
13
577632687 +/- 13284321
AMD Ryzen Threadripper 3970X 32-Core
51st
4
554862500 +/- 193303
Median
50th
494437000
2 x Intel Xeon Gold 5218
49th
34
485437095 +/- 24632255
AMD Ryzen Threadripper 3990X 64-Core
49th
7
467582571 +/- 31575021
AMD EPYC 7272 12-Core
49th
5
458771061 +/- 2047592
AMD EPYC 7282 16-Core
49th
5
456856282 +/- 2449945
Intel Core i9-7960X
48th
4
454205625 +/- 2143539
AMD EPYC 7232P 8-Core
47th
5
450276393 +/- 804835
Intel Core i9-7980XE
47th
4
450247615 +/- 19189704
Intel Core i3-14100
47th
3
447645786
Intel Core i9-13900K
47th
16
444150617 +/- 17152032
Intel Core i7-7900X
46th
3
433644181 +/- 3444474
Intel Core i9-10980XE
44th
4
413356700 +/- 1874057
AMD Ryzen 9 7950X 16-Core
44th
19
407755905 +/- 27525562
AMD Ryzen Threadripper 3960X 24-Core
44th
4
406450667 +/- 1312887
AMD Ryzen 5 8600G
43rd
4
404794220
AMD Ryzen 7 7800X3D 8-Core
43rd
12
394799253 +/- 22063221
AMD Ryzen 9 7900X3D 12-Core
43rd
10
393335117 +/- 26797084
AMD Ryzen 9 7900X 12-Core
43rd
22
393301404 +/- 27155922
AMD Ryzen 9 7950X3D 16-Core
43rd
14
392986900 +/- 39994978
AMD Ryzen 9 7900 12-Core
42nd
15
391662358 +/- 31643941
AMD Ryzen 5 7600 6-Core
41st
9
385626196 +/- 13444224
AMD Ryzen Threadripper 2950X 16-Core
40th
4
376904534 +/- 1198020
AMD Ryzen 7 7700X 8-Core
40th
19
374766262 +/- 15149367
Intel Core i5-13600K
40th
7
373618643 +/- 6351894
AMD Ryzen 7 7700 8-Core
39th
15
373335356 +/- 14752112
AMD Ryzen Threadripper 2990WX 32-Core
38th
8
366725106 +/- 54258227
AMD Ryzen 5 7600X 6-Core
38th
14
366316733 +/- 16874437
Intel Core i5-14500
36th
3
350297633
Intel Core i5-13400
36th
4
345373517 +/- 1616034
Intel Core i5-12600K
35th
4
342263538 +/- 28246425
Intel Xeon E5-1680 v3
35th
3
333448456 +/- 176310
AMD Ryzen 9 6900HX
34th
3
308020200 +/- 631319
Intel Core i9-12900H
34th
4
306695325 +/- 1548785
Apple M2
34th
4
305806100 +/- 25865
Intel Xeon E5-2687W v3
34th
3
303879044 +/- 1144788
Intel Core i7-12700K
33rd
4
302273333 +/- 3220019
Apple M1
33rd
3
294171700 +/- 428397
Intel Core i7-1165G7
32nd
10
285776585 +/- 26053001
Intel Core i9-11980HK
32nd
3
282955475 +/- 7057385
Intel Core i9-9900KS
31st
3
275865733 +/- 148574
Intel Core i7-6800K
31st
4
273494250 +/- 1950922
Intel Core i7-11700K
30th
14
270465419 +/- 21106004
Intel Xeon E5-2609 v4
29th
3
265420089 +/- 666649
AMD Ryzen 7 1700 Eight-Core
29th
10
260376920 +/- 14780585
Intel Core i7-11700B
28th
4
259336075 +/- 20258688
AMD Ryzen 7 1800X Eight-Core
28th
4
258903583 +/- 419646
Intel Core i7-1065G7
28th
4
254573129 +/- 7003656
Intel Core i5-10600K
27th
6
250416592 +/- 20415434
AMD Ryzen 5 5600G
27th
5
249710025 +/- 26777749
Intel Core i7-8086K
27th
4
249503500 +/- 791478
Intel Core i5-8400
26th
4
246553900 +/- 716069
AMD Ryzen 7 2700 Eight-Core
26th
3
243082778 +/- 266992
Low-Tier
25th
< 242459433
AMD Ryzen 5 5600X 6-Core
25th
12
240743986 +/- 5554041
AMD Ryzen 9 5900X 12-Core
25th
24
240333648 +/- 29618264
AMD Ryzen 7 5800X3D 8-Core
25th
24
238727821 +/- 10298232
Intel Core i7-7740K
25th
3
238007622 +/- 162996
AMD Ryzen 3 1300X
25th
4
237986767 +/- 418006
Intel Core i9-9900K
24th
3
237654867 +/- 751457
Intel Core i7-7700K
23rd
3
235333311 +/- 2079203
AMD Ryzen 3 3300X 4-Core
22nd
4
233163734 +/- 813752
AMD Ryzen 7 5800X 8-Core
22nd
40
230700224 +/- 18440993
Intel Core i7-8700K
22nd
4
229241400 +/- 14297992
AMD Ryzen 5 PRO 6650U
22nd
3
229130778 +/- 2743104
AMD Ryzen 9 3900X 12-Core
22nd
6
228039844 +/- 3571727
Intel Core i7-8809G
21st
3
227477644 +/- 679877
AMD Ryzen 9 3900XT 12-Core
21st
5
226168327 +/- 1992356
Intel Core i7-9750H
20th
3
223806567 +/- 721385
AMD Ryzen 7 2700X Eight-Core
20th
8
222757938 +/- 27025525
AMD Ryzen 5 3600XT 6-Core
20th
4
220614875 +/- 2185702
AMD Ryzen 7 3700X 8-Core
20th
8
220546108 +/- 28283302
Intel Core i7-10700T
20th
6
220091603 +/- 4751741
Intel Xeon E-2288G
19th
5
219070386 +/- 1261759
AMD Ryzen 3 2200G
19th
7
216598900 +/- 2523539
Intel Core i9-10900K
19th
9
216473059 +/- 13476639
POWER9 4-Core
16th
3
209472389 +/- 3603515
AMD Ryzen 5 3400G
16th
3
207741622 +/- 440764
Intel Core i9-10885H
16th
3
207595755 +/- 322435
Intel Core i5-9400F
15th
3
204743878 +/- 442892
AMD Ryzen 9 3950X 16-Core
15th
7
203672024 +/- 5710117
AMD Ryzen 5 2400G
15th
4
203569750 +/- 434216
Intel Xeon E3-1275 v6
15th
3
197562133 +/- 381888
Intel Xeon E-2336
14th
5
192786180 +/- 220110
Intel Xeon E-2388G
14th
10
191352370 +/- 983967
AMD Ryzen 7 3800XT 8-Core
13th
3
190316985 +/- 7464124
AMD Ryzen 5 4500U
13th
3
187221278 +/- 241355
Intel Core i7-5960X
12th
3
186625533 +/- 406872
Intel Xeon E3-1245 v5
12th
3
183000056 +/- 50045
Intel Xeon E3-1260L v5
12th
4
180621467 +/- 59054
Intel Core i5-6500
11th
3
178855800 +/- 428648
Intel Core i3-10100
11th
3
178081322 +/- 6298317
Intel Xeon E3-1280 v5
11th
3
173357211 +/- 42333
AMD Custom APU 0405
10th
4
168347308 +/- 1333772
Intel Core i5-6260U
10th
5
167142723 +/- 2465353
Intel Core i7-8565U
10th
3
166479222 +/- 5596840
Intel Xeon E3-1235L v5
10th
3
162782978 +/- 124829
Intel Xeon E3-1240 v5
9th
3
160379011 +/- 969099
Intel Core i7-5775C
9th
4
160221900 +/- 11434883
Intel Core i7-8550U
9th
3
155193500 +/- 61037
Intel Xeon E3-1270 v5
9th
3
151527800 +/- 547494
Intel Xeon E3-1231 v3
8th
4
146144883 +/- 129452
Intel Core i7-4790
8th
3
144264567 +/- 1074092
Intel Core i7-4790K
8th
3
143393233 +/- 1287809
Intel Core i5-3470
8th
3
137379311 +/- 65128
Intel Core i7-4770K
7th
3
136876555 +/- 1522236
Intel Core i5-4670
7th
4
128697217 +/- 2922758
Intel Core i7-4960X
7th
3
126149344 +/- 210413
Intel Xeon E-2278GEL
7th
6
122313606 +/- 124729
Intel Core i7-5600U
6th
3
121560567 +/- 195209
AMD FX-8370 Eight-Core
6th
4
118692142 +/- 1767314
Intel Core i5-7600K
5th
3
106164178 +/- 62573
AMD Ryzen 3 3200U
5th
4
104880309 +/- 18136
Intel Core i5-5200U
5th
7
104520074 +/- 8126615
Loongson-3A5000LL
4th
3
82450690 +/- 1173959
Intel Core i7-3770K
3rd
3
74935941 +/- 59160
Spacemit X60
2nd
3
38286830 +/- 282075
ARMv8 Cortex-A55 4-Core
2nd
3
31463729 +/- 361162
ARMv8 Cortex-A72 4-Core
2nd
5
19685122 +/- 1098490
OpenBenchmarking.orgDistribution Of Public Results2206 Results Range From 5399313 To 8566301000 Figure Of Merit5399313176617347347835381519053415690271449861489483103270751712039255511375143585154636161917175796531888797687206001572122312337552402451789257366982327448878572916105891308732392532585419593429759993360097802737721960613943414095411463212942858501634457068197462828623147995042654970722299514194033353131583675484376401565559443558268124695998030503616924853763404665716511684605668290263968541206737025338707719655674173677747757538992809771021084378814288778052646911822386494583950829798566301013120240360480600

Based on OpenBenchmarking.org data, the selected test / test configuration (Algebraic Multi-Grid Benchmark 1.2) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkRun-Time816243240Min: 1 / Avg: 1.68 / Max: 40

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.17 / Max: 4

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseAlgebraic Multi-Grid Benchmark CPU Core Scaling468101214161824283248649612848121620

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
SSE2 (SSE2)
Used by default on supported hardware.
 
MOVAPD DIVSD CVTSI2SD MULSD ADDSD SUBSD COMISD CVTTSD2SI UCOMISD XORPD SQRTSD ANDPD MAXSD MINSD CMPLTSD ANDNPD ORPD
Last automated analysis: 17 January 2022

This test profile binary relies on the shared libraries libm.so.6, libmpi.so.40, libgomp.so.1, libc.so.6, libopen-rte.so.40, libopen-pal.so.40, libhwloc.so.15, libz.so.1, libudev.so.1.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
RISC-V 64-bit
riscv64
Spacemit X60
IBM POWER (PowerPC) 64-bit
ppc64le
POWER9 4-Core
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000-HV, Loongson-3A5000LL, Loongson-3A6000, Loongson-3C5000L
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv8 64-bit
aarch64
ARMv8 8-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-N1 80-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 64-Core, ARMv8 Neoverse-V2, ARMv8 Neoverse-V2 72-Core, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere Altra ARMv8 Neoverse-N1 80-Core, Ampere eMAG ARMv8 32-Core, AmpereOne 128-Core, AmpereOne 160-Core, AmpereOne 192-Core, AmpereOne 32-Core, AmpereOne 64-Core, AmpereOne 72-Core, AmpereOne 96-Core, Apple M1, Apple M1 Pro, Apple M2, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 8-Core

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 41 Benchmark Results

Intel Xeon 6980P - Intel BIRCHSTREAM - Intel Ice Lake IEH

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