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

16 Seconds

Average Run Time

10 Minutes, 2 Seconds

Test Dependencies

OpenMPI + C/C++ Compiler Toolchain

Accolades

10k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsAlgebraic Multi-Grid Benchmark Popularity Statisticspts/amg2020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.0330060090012001500
* 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.
Data current as of Sun, 07 Mar 2021 21:06:14 GMT.

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 399 public results since 10 January 2021 with the latest data as of 8 March 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
# Matching Public Results
Figure Of Merit (Average)
98th
11
1474076394 +/- 7567605
94th
12
1444384972 +/- 5469043
92nd
3
1149613111 +/- 35863703
92nd
3
909532667
90th
3
883735200
88th
7
868075148 +/- 9668445
87th
3
856893400
86th
3
841734822 +/- 11904838
85th
3
809844583
81st
5
761631403 +/- 108130374
80th
6
709439689 +/- 433708
79th
3
692338967 +/- 2328970
78th
3
595098978 +/- 5763872
77th
4
569318642 +/- 260209
76th
4
554862500 +/- 193303
Mid-Tier
75th
< 461967333
75th
3
459775564 +/- 2770603
75th
3
457855350
73rd
3
455760633
72nd
4
455661450 +/- 99085
71st
4
454205625 +/- 2143539
71st
3
449916460
69th
3
433644181 +/- 3444474
68th
4
413356700 +/- 1874057
68th
3
405952222 +/- 1046339
66th
5
394741527 +/- 5940850
66th
3
376383811 +/- 725238
64th
3
333448456 +/- 176310
64th
3
303879044 +/- 1144788
63rd
6
296529142 +/- 27505774
62nd
3
275865733 +/- 148574
60th
4
273494250 +/- 1950922
60th
3
269053233 +/- 40105
59th
3
265420089 +/- 666649
58th
4
258903583 +/- 419646
57th
4
254573129 +/- 7003656
56th
4
249503500 +/- 791478
55th
4
246553900 +/- 716069
54th
3
243082778 +/- 266992
54th
9
240648667 +/- 15283709
53rd
3
238986489 +/- 1436438
52nd
3
238007622 +/- 162996
52nd
4
237986767 +/- 418006
51st
3
237654867 +/- 751457
Median
50th
237554533
49th
3
236464178 +/- 1222055
49th
3
236390389 +/- 24667
48th
3
235333311 +/- 2079203
46th
4
233163734 +/- 813752
44th
4
225793559 +/- 2087175
44th
3
224896889 +/- 1502857
43rd
3
224137989 +/- 1786030
43rd
3
223806567 +/- 721385
40th
4
220614875 +/- 2185702
40th
6
220091603 +/- 4751741
39th
5
219070386 +/- 1261759
37th
3
213932133 +/- 389826
34th
16
211207845 +/- 2319729
34th
4
211047200 +/- 3237485
33rd
3
209472389 +/- 3603515
32nd
3
207741622 +/- 440764
32nd
3
207595755 +/- 322435
29th
3
204743878 +/- 442892
28th
4
203569750 +/- 434216
28th
5
202314300 +/- 14683520
28th
4
201328242 +/- 6936899
26th
3
197562133 +/- 381888
26th
4
197561633 +/- 312461
Low-Tier
25th
< 197095100
24th
3
190316985 +/- 7464124
24th
3
187221278 +/- 241355
23rd
3
183000056 +/- 50045
21st
3
181296100 +/- 1180941
21st
4
180621467 +/- 59054
19th
3
178855800 +/- 428648
19th
3
178081322 +/- 6298317
18th
3
173357211 +/- 42333
18th
3
166479222 +/- 5596840
17th
3
162782978 +/- 124829
16th
3
160379011 +/- 969099
15th
3
155193500 +/- 61037
14th
3
154508578 +/- 531522
14th
3
151527800 +/- 547494
12th
4
146144883 +/- 129452
12th
3
143393233 +/- 1287809
10th
3
137379311 +/- 65128
10th
3
136876555 +/- 1522236
9th
3
127243967 +/- 377032
8th
3
126149344 +/- 210413
7th
5
122362527 +/- 38693
6th
3
121560567 +/- 195209
6th
4
118692142 +/- 1767314
4th
3
106164178 +/- 62573
4th
4
104880309 +/- 18136
3rd
3
74935941 +/- 59160
2nd
3
19946780 +/- 48317
OpenBenchmarking.orgDistribution Of Public Results399 Results Range From 19918293 To 2287877000 Figure Of Merit19918293652774681106366431559958182013549932467141682920733433374325183827916934281508684735100435188692185642283936095875686549467437003059187456650937910242688363834438817426189271017939724609681017820143106317931811085384931153897668119925684312446160181289975193133533436813806935431426052718147141189315167710681562130243160748941816528485931698207768174356694317889261181834285293187964446819250036431970362818201572199320610811682106440343215179951821971586932242517868228787704320406080100

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: 1.34 / 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: 0.16 / Max: 2

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 Scaling468121632641.16462.32923.49384.65845.823

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: 30 January 2021

This test profile binary relies on the shared libraries libm.so.6, libmpi.so.40, libgomp.so.1, libpthread.so.0, libc.so.6, libopen-rte.so.40, libopen-pal.so.40, libhwloc.so.15, libdl.so.2, libz.so.1, libevent-2.1.so.7, libutil.so.1, libudev.so.1.

Recent Test Results

OpenBenchmarking.org Results Compare

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

1 System - 53 Benchmark Results

AMD Ryzen 5 3600 6-Core - ASUS PRIME X470-PRO - AMD Starship

Arch rolling - 5.10.16-zen1-1-zen - X Server 1.20.10

1 System - 19 Benchmark Results

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

Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4

1 System - 358 Benchmark Results

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

Ubuntu 20.04 - 5.11.0-051100-generic-64k - 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

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

5 Systems - 131 Benchmark Results

Intel Core i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core

Ubuntu 20.04 - 5.9.0-050900rc8daily20201009-generic - GNOME Shell 3.36.4

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

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

1 System - 143 Benchmark Results

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

Ubuntu 19.04 - 5.0.0-38-generic - GNOME Shell 3.32.2

4 Systems - 85 Benchmark Results

AMD Ryzen 7 1800X Eight-Core - MSI X370 XPOWER GAMING TITANIUM - AMD 17h

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

1 System - 2 Benchmark Results

Intel Xeon E3-1225 v5 - PFU LIMITED MBE-561A - Intel Xeon E3-1200 v5

CentOS Linux 7 - 3.10.0-957.el7.x86_64 - GNOME Shell 3.28.3

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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

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 - 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

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 - 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

4 Systems - 30 Benchmark Results

AMD Ryzen 3 3300X 4-Core - MSI B350M GAMING PRO - AMD Starship

Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4

3 Systems - 34 Benchmark Results

Intel Xeon E3-1235L v5 - ASRockRack C236M WS - Intel Xeon E3-1200 v5

Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4

3 Systems - 38 Benchmark Results

AMD Ryzen 7 1700 Eight-Core - MSI B350 TOMAHAWK - AMD 17h

Ubuntu 20.10 - 5.11.0-rc1-phx - 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 - 74 Benchmark Results

2 x AMD EPYC 7601 32-Core - Dell 02MJ3T - AMD 17h

Ubuntu 19.10 - 5.9.0-050900rc6daily20200922-generic - GNOME Shell 3.34.1

Find More Test Results