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

17 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/amg2020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.105001000150020002500
* 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 current as of 24 October 2021.

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

Scientific Computing

HPC - High Performance 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 669 public results since 10 January 2021 with the latest data as of 19 October 2021.

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)
100th
6
2078867667 +/- 3895558
97th
14
1918269868 +/- 30927410
97th
10
1915310481 +/- 11183537
94th
4
1669459167 +/- 15294201
94th
6
1663616250 +/- 15971938
92nd
3
1593214763 +/- 12854437
90th
14
1474050084 +/- 6770299
88th
14
1445737090 +/- 7125391
85th
6
1226897182 +/- 87678589
83rd
11
1083692273 +/- 1031186
82nd
9
1015253933 +/- 28076299
81st
8
1010653161 +/- 2344239
79th
5
912271088 +/- 6123296
77th
4
893810269 +/- 3122871
77th
5
886573757 +/- 6347207
77th
5
886304293 +/- 7265165
Mid-Tier
75th
< 878375333
75th
9
871440575 +/- 10980543
74th
5
857923043 +/- 2302352
74th
10
849839611 +/- 122849087
73rd
3
841734822 +/- 11904838
72nd
5
810492945 +/- 1449781
71st
5
789214057 +/- 2117962
71st
7
785101715 +/- 96985693
71st
5
780803219 +/- 5240864
70th
4
776464681 +/- 4270427
69th
5
774614677 +/- 692906
68th
3
773379211 +/- 4459587
67th
3
764154445 +/- 1763710
65th
3
696206914 +/- 2006432
65th
3
692338967 +/- 2328970
64th
3
595098978 +/- 5763872
63rd
4
569318642 +/- 260209
63rd
4
554862500 +/- 193303
62nd
5
458771061 +/- 2047592
61st
5
456856282 +/- 2449945
59th
4
455661450 +/- 99085
59th
4
454205625 +/- 2143539
59th
5
450276393 +/- 804835
59th
4
450247615 +/- 19189704
58th
3
433644181 +/- 3444474
57th
4
413356700 +/- 1874057
56th
3
405952222 +/- 1046339
55th
5
394741527 +/- 5940850
55th
3
376383811 +/- 725238
54th
3
333448456 +/- 176310
53rd
3
303879044 +/- 1144788
53rd
4
299804742 +/- 13236355
53rd
6
296529142 +/- 27505774
51st
3
275865733 +/- 148574
51st
4
273494250 +/- 1950922
Median
50th
272891467
49th
3
265420089 +/- 666649
49th
10
263719137 +/- 15743266
47th
4
258903583 +/- 419646
46th
4
254573129 +/- 7003656
46th
6
250416592 +/- 20415434
46th
4
249503500 +/- 791478
45th
4
246553900 +/- 716069
44th
3
243082778 +/- 266992
44th
19
240582922 +/- 31941834
43rd
3
238986489 +/- 1436438
42nd
3
238007622 +/- 162996
42nd
4
237986767 +/- 418006
41st
3
237654867 +/- 751457
39th
3
236390389 +/- 24667
39th
3
235333311 +/- 2079203
37th
4
233163734 +/- 813752
37th
8
230871213 +/- 17783145
37th
12
228957545 +/- 16209943
35th
4
225793559 +/- 2087175
35th
3
224896889 +/- 1502857
35th
3
223806567 +/- 721385
33rd
4
220614875 +/- 2185702
33rd
6
220091603 +/- 4751741
32nd
5
219070386 +/- 1261759
31st
3
213932133 +/- 389826
29th
8
212042888 +/- 2386151
29th
21
210988116 +/- 2109871
27th
3
209472389 +/- 3603515
27th
3
207741622 +/- 440764
27th
3
207595755 +/- 322435
Low-Tier
25th
< 205504467
25th
3
204743878 +/- 442892
25th
4
203569750 +/- 434216
24th
5
202314300 +/- 14683520
24th
4
201328242 +/- 6936899
23rd
3
197562133 +/- 381888
23rd
4
197561633 +/- 312461
21st
3
190316985 +/- 7464124
20th
3
187221278 +/- 241355
20th
3
183000056 +/- 50045
19th
3
181296100 +/- 1180941
19th
4
180621467 +/- 59054
17th
3
178855800 +/- 428648
17th
3
178081322 +/- 6298317
17th
3
173357211 +/- 42333
16th
3
166479222 +/- 5596840
15th
3
162782978 +/- 124829
15th
3
160379011 +/- 969099
15th
4
160221900 +/- 11434883
14th
3
155193500 +/- 61037
13th
3
151527800 +/- 547494
12th
4
146144883 +/- 129452
12th
3
143393233 +/- 1287809
11th
3
137379311 +/- 65128
11th
3
136876555 +/- 1522236
10th
4
128697217 +/- 2922758
9th
3
126149344 +/- 210413
9th
6
122313606 +/- 124729
8th
3
121560567 +/- 195209
8th
4
118692142 +/- 1767314
6th
3
106164178 +/- 62573
5th
4
104880309 +/- 18136
5th
7
104520074 +/- 8126615
4th
3
82450690 +/- 1173959
3rd
3
74935941 +/- 59160
2nd
3
19946780 +/- 48317
OpenBenchmarking.orgDistribution Of Public Results669 Results Range From 11598791 To 2287877000 Figure Of Merit115987915712435610264992114817548619370105123922661628475218133027774637580331142132887646685444151238000655790557160343113664895670169448226674000783178553339683105896187658452692211009196763565610131612211058686786110421235111497379161195263481124078904612863146111331840176137736574114228913061468416871151394243615594680011604993566165051913116960446961741570261178709582618326213911878146956192367252119691980862014723651206024921621057747812151300346219682591122423514762287877041306090120150

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-Time246810Min: 1 / Avg: 1.31 / Max: 5

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: 0.15 / Max: 3

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 Scaling4681216183248642.054.16.158.210.25

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.
 
ADDSD SUBSD MOVAPD DIVSD CVTSI2SD MULSD COMISD CVTTSD2SI UCOMISD XORPD SQRTSD ANDPD MAXSD MINSD CMPLTSD ANDNPD ORPD
Last automated analysis: 9 May 2021

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, libpthread.so.0, libdl.so.2, libz.so.1, libutil.so.1, libudev.so.1.

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 3 Benchmark Results

AMD Ryzen 5 4600HS - ASUS GA401IH v1.0 - AMD Renoir Root Complex

ManjaroLinux 21.1.6 - 5.14.12-zen1-1-zen-g14 - KDE Plasma 5.22.5

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

4 Systems - 25 Benchmark Results

AMD Ryzen 9 5900X 12-Core - MSI MPG X570 GAMING PLUS - AMD Starship

Ubuntu 20.04 - 5.11.0-34-generic - GNOME Shell 3.36.9

1 System - 69 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

1 System - 1 Benchmark Result

2 x AMD EPYC 7763 64-Core - GIGABYTE MZ92-FS0-00 v01010101 - AMD Starship

Ubuntu 20.04 - 5.4.0-84-generic - 1.0.2

2 Systems - 67 Benchmark Results

Intel Core i5-6600K - MSI Z170A KRAIT GAMING 3X - Intel Xeon E3-1200 v5

Ubuntu 21.04 - 5.11.0-34-generic - GNOME Shell 3.38.4

1 System - 1 Benchmark Result

Loongson-3A5000LL - Loongson Loongson-LS3A5000-7A1000-1w-V0.1-CRB v1.0 - Loongson LLC Hyper Transport Bridge

Loongnix 20 - 4.19.0-12-loongson-3 - X Server 1.20.4

1 System - 102 Benchmark Results

Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Altra PCI Root Complex A

Ubuntu 21.04 - 5.11.0-25-generic - 1.0.2

6 Systems - 254 Benchmark Results

AMD Ryzen 3 PRO 4350G - ASRock B450M Pro4 - AMD Renoir Root Complex

Clear Linux OS 35000 - 5.13.13-1070.native - GNOME Shell 40.4

11 Systems - 260 Benchmark Results

2 x AMD EPYC 75F3 32-Core - GIGABYTE MZ72-HB0-00 v01000100 - AMD Starship

Ubuntu 21.10 - 5.11.0-20-generic - KDE Plasma 5.22.4

10 Systems - 259 Benchmark Results

AMD EPYC 7713 64-Core - AMD DAYTONA_X - AMD Starship

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

1 System - 1 Benchmark Result

2 x Intel Xeon Silver 4214 - Dell 04WYPY - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-80-generic - KDE Plasma 5.18.5

2 Systems - 66 Benchmark Results

AMD Ryzen 5 3600 6-Core - Gigabyte X570 AORUS PRO - AMD Starship

ManjaroLinux 21.1.0 - 5.14.0-1-MANJARO - X Server 1.20.13

1 System - 66 Benchmark Results

AMD Ryzen 9 5900X 12-Core - MSI MAG B550 TOMAHAWK - AMD Starship

Fedora 34 - 5.13.8-200.fc34.x86_64 - KDE Plasma 5.22.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

2 Systems - 151 Benchmark Results

Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH

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

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

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

8 Systems - 439 Benchmark Results

Intel Core i5-10600K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

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

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 - GCC 10.2.0

3 Systems - 37 Benchmark Results

Intel Core i7-5775C - MSI Z97-G45 GAMING - Intel Broadwell-U DMI

Ubuntu 18.10 - 5.0.0-999-generic - GNOME Shell 3.30.2

2 Systems - 81 Benchmark Results

2 x AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

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

4 Systems - 62 Benchmark Results

AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship

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

3 Systems - 31 Benchmark Results

Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - X Server 1.20.8

4 Systems - 179 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASRock X570 Taichi - AMD Starship

Ubuntu 20.04 - 5.10.13-051013-lowlatency - 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 - 5.11.0-051100rc4daily20210122-generic - GNOME Shell 3.38.1

26 Systems - 438 Benchmark Results

Intel Xeon Gold 5220R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

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

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

3 Systems - 69 Benchmark Results

Intel Core i5-3470 - ECS H61H2-I3 v1.0 - Intel Xeon E3-1200 v2

Ubuntu 19.10 - 5.9.0-050900rc8daily20201010-generic - GNOME Shell 3.34.3

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

Find More Test Results