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

14 Seconds

Average Run Time

10 Minutes, 2 Seconds

Test Dependencies

OpenMPI + C/C++ Compiler Toolchain

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsAlgebraic Multi-Grid Benchmark Popularity Statisticspts/amg2020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112K4K6K8K10K
* 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 29 November 2023.

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 1,833 public results since 10 January 2021 with the latest data as of 1 December 2023.

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 AMD EPYC 9684X 96-Core
100th
9
4347886215 +/- 550225512
2 x AMD EPYC 9374F 32-Core
100th
5
4295199760 +/- 41056407
2 x AMD EPYC 9554 64-Core
99th
18
4237836874 +/- 198953892
2 x AMD EPYC 9384X 32-Core
99th
7
4163476714 +/- 30522303
2 x AMD EPYC 9184X 16-Core
98th
4
3805841500 +/- 28037861
2 x Intel Xeon Platinum 8490H
97th
11
3130835576 +/- 46060096
AMD EPYC 9684X 96-Core
96th
6
2380978278 +/- 30520588
AMD EPYC 9374F 32-Core
95th
4
2347293400 +/- 2240800
AMD EPYC 9554 64-Core
95th
12
2346032556 +/- 15031522
AMD EPYC 9654 96-Core
95th
12
2327110750 +/- 18720082
AMD EPYC 9754 128-Core
94th
3
2291049667
2 x Intel Xeon Platinum 8380
93rd
35
2089010510 +/- 41572981
2 x Intel Xeon Platinum 8362
92nd
8
2060333542 +/- 13860997
2 x AMD EPYC 7773X 64-Core
91st
39
2006012444 +/- 24074437
2 x AMD EPYC 7573X 32-Core
89th
5
1955465000 +/- 10517622
2 x AMD EPYC 7763 64-Core
87th
34
1926811140 +/- 20513869
2 x AMD EPYC 7713 64-Core
86th
30
1922412089 +/- 13820700
2 x AMD EPYC 7663 56-Core
86th
3
1918356667
2 x AMD EPYC 74F3 24-Core
84th
4
1901728813 +/- 874625
2 x Intel Xeon Gold 6342
84th
6
1898265875 +/- 12917094
2 x AMD EPYC 7543 32-Core
84th
5
1889123467 +/- 8876157
2 x AMD EPYC 7373X 16-Core
84th
3
1885426556 +/- 61290540
2 x AMD EPYC 75F3 32-Core
83rd
19
1769544348 +/- 227817578
ARMv8 Neoverse-V1 64-Core
82nd
4
1756428167 +/- 2684966
AMD Ryzen Threadripper PRO 7995WX 96-Cores
82nd
6
1696214333 +/- 46068320
2 x AMD EPYC 7443 24-Core
81st
5
1674618933 +/- 17565603
2 x AMD EPYC 7343 16-Core
81st
7
1667683607 +/- 18121518
2 x Intel Xeon Gold 6346
81st
6
1658642167 +/- 13757287
2 x AMD EPYC 7551 32-Core
80th
9
1629541778 +/- 143975884
Intel Xeon Platinum 8490H
79th
8
1614361084 +/- 2710719
2 x AMD EPYC 7F52 16-Core
79th
3
1593214763 +/- 12854437
Ampere ARMv8 Neoverse-N1 256-Core
79th
3
1532822630 +/- 48955518
2 x AMD EPYC 7F72 24-Core
77th
14
1445737090 +/- 7125391
2 x Intel Xeon Platinum 8280
76th
19
1379815939 +/- 188010789
Mid-Tier
75th
< 1246138667
2 x Intel Xeon Gold 5220R
75th
6
1226897182 +/- 87678589
AMD EPYC 7573X 32-Core
74th
6
1071124667 +/- 2856167
Intel Xeon Platinum 8362
73rd
3
1068506889 +/- 1213398
ARMv8 Neoverse-N1 128-Core
73rd
10
1060855700 +/- 3042450
AMD EPYC 7773X 64-Core
72nd
22
1055753318 +/- 1360749
AMD EPYC 74F3 24-Core
71st
6
1043100667 +/- 1738355
Intel Xeon Platinum 8380
71st
25
1035705000 +/- 110456308
Intel Xeon Gold 6342
71st
6
1035442708 +/- 2109099
AMD EPYC 7543 32-Core
70th
4
1024661834 +/- 800015
AMD EPYC 7763 64-Core
68th
33
1013650660 +/- 7013499
AMD EPYC 7713 64-Core
67th
21
983752654 +/- 97252359
AMD EPYC 7343 16-Core
66th
3
925721753 +/- 3799415
AMD EPYC 7443 24-Core
66th
4
923559988 +/- 3137451
Intel Xeon Gold 6346
65th
5
912681524 +/- 1630288
AMD EPYC 7532 32-Core
65th
5
912271088 +/- 6123296
AMD EPYC 75F3 32-Core
65th
14
900547436 +/- 131805982
AMD Ryzen Threadripper 7980X 64-Cores
65th
3
898986778 +/- 989899
AMD EPYC 7642 48-Core
64th
4
893810269 +/- 3122871
AMD EPYC 7662 64-Core
64th
5
886573757 +/- 6347207
AMD EPYC 7742 64-Core
64th
5
886304293 +/- 7265165
AMD EPYC 7702 64-Core
63rd
9
871440575 +/- 10980543
AMD EPYC 7552 48-Core
63rd
5
857923043 +/- 2302352
AMD EPYC 7601 32-Core
63rd
3
841734822 +/- 11904838
AMD EPYC 7302P 16-Core
62nd
5
789214057 +/- 2117962
AMD EPYC 7F52 16-Core
61st
7
785101715 +/- 96985693
AMD EPYC 7402P 24-Core
61st
5
780803219 +/- 5240864
AMD EPYC 7542 32-Core
61st
4
776464681 +/- 4270427
AMD EPYC 7502P 32-Core
61st
5
774614677 +/- 692906
Intel Xeon Gold 6258R
60th
3
773379211 +/- 4459587
Ampere ARMv8 Neoverse-N1 128-Core
60th
3
773162989 +/- 1523877
Intel Xeon Platinum 8280
59th
12
726813203 +/- 82320421
Intel Xeon Gold 5220R
59th
3
696206914 +/- 2006432
Intel Xeon Gold 6226R
59th
3
692338967 +/- 2328970
Intel Xeon Silver 4216
57th
3
595098978 +/- 5763872
Ampere eMAG ARMv8 32-Core
57th
13
577632687 +/- 13284321
AMD Ryzen Threadripper 3970X 32-Core
56th
4
554862500 +/- 193303
AMD Ryzen Threadripper 3990X 64-Core
55th
7
467582571 +/- 31575021
AMD EPYC 7272 12-Core
55th
5
458771061 +/- 2047592
AMD EPYC 7282 16-Core
55th
5
456856282 +/- 2449945
Intel Core i9-7960X
54th
4
454205625 +/- 2143539
AMD EPYC 7232P 8-Core
53rd
5
450276393 +/- 804835
Intel Core i9-7980XE
53rd
4
450247615 +/- 19189704
Intel Core i9-13900K
53rd
16
444150617 +/- 17152032
Intel Core i7-7900X
52nd
3
433644181 +/- 3444474
Median
50th
421885375
Intel Core i9-10980XE
49th
4
413356700 +/- 1874057
AMD Ryzen 9 7950X 16-Core
49th
19
407755905 +/- 27525562
AMD Ryzen Threadripper 3960X 24-Core
49th
4
406450667 +/- 1312887
AMD Ryzen 9 7950X3D 16-Core
49th
13
400191197 +/- 30752549
AMD Ryzen 9 7900X3D 12-Core
48th
10
393335117 +/- 26797084
AMD Ryzen 9 7900X 12-Core
48th
22
393301404 +/- 27155922
AMD Ryzen 9 7900 12-Core
48th
15
391662358 +/- 31643941
AMD Ryzen 7 7800X3D 8-Core
48th
11
390690270 +/- 17680467
AMD Ryzen 5 7600 6-Core
47th
9
385626196 +/- 13444224
AMD Ryzen Threadripper 2950X 16-Core
45th
4
376904534 +/- 1198020
AMD Ryzen 7 7700X 8-Core
45th
19
374766262 +/- 15149367
Intel Core i5-13600K
45th
7
373618643 +/- 6351894
AMD Ryzen 7 7700 8-Core
44th
15
373335356 +/- 14752112
AMD Ryzen Threadripper 2990WX 32-Core
43rd
8
366725106 +/- 54258227
AMD Ryzen 5 7600X 6-Core
43rd
14
366316733 +/- 16874437
Intel Core i5-13400
41st
4
345373517 +/- 1616034
Intel Core i5-12600K
40th
4
342263538 +/- 28246425
Intel Xeon E5-1680 v3
40th
3
333448456 +/- 176310
AMD Ryzen 9 6900HX
40th
3
308020200 +/- 631319
Intel Core i9-12900H
39th
4
306695325 +/- 1548785
Apple M2
39th
4
305806100 +/- 25865
Intel Xeon E5-2687W v3
39th
3
303879044 +/- 1144788
Intel Core i7-12700K
38th
4
302273333 +/- 3220019
Apple M1
38th
3
294171700 +/- 428397
Intel Core i7-1165G7
38th
10
285776585 +/- 26053001
Intel Core i9-11980HK
37th
3
282955475 +/- 7057385
Intel Core i9-9900KS
36th
3
275865733 +/- 148574
Intel Core i7-6800K
36th
4
273494250 +/- 1950922
Intel Core i7-11700K
35th
14
270465419 +/- 21106004
Intel Xeon E5-2609 v4
34th
3
265420089 +/- 666649
AMD Ryzen 7 1700 Eight-Core
33rd
10
260376920 +/- 14780585
Intel Core i7-11700B
33rd
4
259336075 +/- 20258688
AMD Ryzen 7 1800X Eight-Core
33rd
4
258903583 +/- 419646
AMD Ryzen 5 5600G
32nd
4
255958823 +/- 26377022
Intel Core i7-1065G7
32nd
4
254573129 +/- 7003656
Intel Core i5-10600K
31st
6
250416592 +/- 20415434
Intel Core i7-8086K
31st
4
249503500 +/- 791478
Intel Core i5-8400
30th
4
246553900 +/- 716069
AMD Ryzen 7 2700 Eight-Core
30th
3
243082778 +/- 266992
AMD Ryzen 5 5600X 6-Core
29th
12
240743986 +/- 5554041
AMD Ryzen 9 5900X 12-Core
29th
24
240333648 +/- 29618264
AMD Ryzen 7 5800X3D 8-Core
29th
24
238727821 +/- 10298232
Intel Core i7-7740K
29th
3
238007622 +/- 162996
AMD Ryzen 3 1300X
29th
4
237986767 +/- 418006
Intel Core i9-9900K
28th
3
237654867 +/- 751457
Intel Core i7-7700K
27th
3
235333311 +/- 2079203
AMD Ryzen 3 3300X 4-Core
26th
4
233163734 +/- 813752
Low-Tier
25th
< 232381633
AMD Ryzen 7 5800X 8-Core
25th
40
230700224 +/- 18440993
Intel Core i7-8700K
25th
4
229241400 +/- 14297992
AMD Ryzen 5 PRO 6650U
25th
3
229130778 +/- 2743104
AMD Ryzen 9 3900X 12-Core
25th
6
228039844 +/- 3571727
Intel Core i7-8809G
25th
3
227477644 +/- 679877
AMD Ryzen 9 3900XT 12-Core
24th
4
225793559 +/- 2087175
Intel Core i7-9750H
23rd
3
223806567 +/- 721385
AMD Ryzen 7 2700X Eight-Core
23rd
8
222757938 +/- 27025525
AMD Ryzen 5 3600XT 6-Core
22nd
4
220614875 +/- 2185702
AMD Ryzen 7 3700X 8-Core
22nd
8
220546108 +/- 28283302
Intel Core i7-10700T
22nd
6
220091603 +/- 4751741
Intel Xeon E-2288G
22nd
5
219070386 +/- 1261759
AMD Ryzen 3 2200G
21st
7
216598900 +/- 2523539
Intel Core i9-10900K
21st
9
216473059 +/- 13476639
POWER9 4-Core
19th
3
209472389 +/- 3603515
AMD Ryzen 5 3400G
18th
3
207741622 +/- 440764
Intel Core i9-10885H
18th
3
207595755 +/- 322435
Intel Core i5-9400F
17th
3
204743878 +/- 442892
AMD Ryzen 9 3950X 16-Core
17th
7
203672024 +/- 5710117
AMD Ryzen 5 2400G
17th
4
203569750 +/- 434216
Intel Xeon E3-1275 v6
16th
3
197562133 +/- 381888
Intel Xeon E-2336
16th
5
192786180 +/- 220110
Intel Xeon E-2388G
15th
10
191352370 +/- 983967
AMD Ryzen 7 3800XT 8-Core
15th
3
190316985 +/- 7464124
AMD Ryzen 5 4500U
14th
3
187221278 +/- 241355
Intel Core i7-5960X
14th
3
186625533 +/- 406872
Intel Xeon E3-1245 v5
13th
3
183000056 +/- 50045
Intel Xeon E3-1260L v5
13th
4
180621467 +/- 59054
Intel Core i5-6500
12th
3
178855800 +/- 428648
Intel Core i3-10100
12th
3
178081322 +/- 6298317
Intel Xeon E3-1280 v5
12th
3
173357211 +/- 42333
Intel Core i5-6260U
11th
5
167142723 +/- 2465353
Intel Core i7-8565U
11th
3
166479222 +/- 5596840
Intel Xeon E3-1235L v5
11th
3
162782978 +/- 124829
Intel Xeon E3-1240 v5
11th
3
160379011 +/- 969099
Intel Core i7-5775C
11th
4
160221900 +/- 11434883
Intel Core i7-8550U
10th
3
155193500 +/- 61037
Intel Xeon E3-1270 v5
10th
3
151527800 +/- 547494
Intel Xeon E3-1231 v3
9th
4
146144883 +/- 129452
Intel Core i7-4790K
9th
3
143393233 +/- 1287809
Intel Core i5-3470
8th
3
137379311 +/- 65128
Intel Core i7-4770K
8th
3
136876555 +/- 1522236
Intel Core i5-4670
8th
4
128697217 +/- 2922758
Intel Core i7-4960X
8th
3
126149344 +/- 210413
Intel Xeon E-2278GEL
7th
6
122313606 +/- 124729
Intel Core i7-5600U
7th
3
121560567 +/- 195209
AMD FX-8370 Eight-Core
7th
4
118692142 +/- 1767314
Intel Core i5-7600K
6th
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
ARMv8 Cortex-A55 4-Core
2nd
3
31463729 +/- 361162
ARMv8 Cortex-A72 4-Core
2nd
5
19685122 +/- 1098490
OpenBenchmarking.orgDistribution Of Public Results1819 Results Range From 5399313 To 6206059933 Figure Of Merit539931312941252625342573937743895250145216562546537874947859187349180499750501711215182301245531443136954465614935578691617571082174158429518655975081989610721211362393422376371472361650360248566357326096767862733689999285770321229817164253105729638322974285133537560643477769277360178249037257957033849808916397382212940978353424221848555434586176844698749814593888194471790140748419146204965927833508994104652139542595337967472546198068555859938985710007111583402032459580335376082046750620605996390180270360450

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-Time1122334455Min: 1 / Avg: 1.68 / Max: 56

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.15 / 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 Scaling46810121618243248649612848121620

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)
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 Cortex-A55 4-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-N1 80-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 64-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, Apple M1, Apple M1 Pro, Apple M2, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 8-Core

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Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3

2 Systems - 151 Benchmark Results

Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

26 Systems - 438 Benchmark Results

Intel Xeon Gold 6258R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4

3 Systems - 376 Benchmark Results

2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Ubuntu 20.10 - 5.10.9-051009-generic - GNOME Shell 3.38.1

3 Systems - 108 Benchmark Results

Intel Core i7-3770K - ECS Z77H2-A2X v1.0 - Intel Xeon E3-1200 v2

Ubuntu 20.04 - 5.4.0-58-generic - GNOME Shell 3.36.4

2 Systems - 30 Benchmark Results

Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Device e100

Ubuntu 20.10 - 5.11.0-051100-generic-64k - GCC 10.2.0

3 Systems - 191 Benchmark Results

AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven

Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1

3 Systems - 32 Benchmark Results

2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4

4 Systems - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

5 Systems - 94 Benchmark Results

AMD EPYC 7R13 - Amazon EC2 c6a.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 5.15.0-1004-aws - GCC 11.2.0

4 Systems - 77 Benchmark Results

Intel Core i7-6800K - MSI X99A WORKSTATION - Intel Xeon E7 v4

Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1

2 Systems - 81 Benchmark Results

2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.8.0-44-generic - GNOME Shell 3.36.4

13 Systems - 333 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2
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