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 .
Test Created 4 March 2020
Last Updated 10 January 2021
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 Public Result Uploads * Reported Installs ** Reported Test Completions ** Test Profile Page Views *** OpenBenchmarking.org Events Algebraic Multi-Grid Benchmark Popularity Statistics pts/amg 2020.03 2020.05 2020.07 2020.09 2020.11 2021.01 2021.03 2021.05 2021.07 2021.09 2021.11 2022.01 2022.03 2022.05 2022.07 2022.09 2022.11 2023.01 2023.03 2023.05 2023.07 2023.09 2023.11 2024.01 2024.03 2024.05 2024.07 4K 8K 12K 16K 20K
* 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 16 August 2024.
Revision Historypts/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.
Performance MetricsAnalyze Test Configuration: pts/amg-1.1.x - pts/amg-1.0.x - Algebraic Multi-Grid Benchmark 1.2 OpenBenchmarking.org metrics for this test profile configuration based on 2,151 public results since 10 January 2021 with the latest data as of 14 August 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)
100th
17
4454792977 +/- 411539338
99th
5
4295199760 +/- 41056407
98th
20
4254051136 +/- 200318498
98th
7
4163476714 +/- 30522303
97th
4
3805841500 +/- 28037861
97th
13
3661048872 +/- 69090165
95th
20
3129777433 +/- 38016445
95th
3
3100295222 +/- 2484531
94th
3
2934523250 +/- 83986278
94th
3
2751978867 +/- 104639021
93rd
13
2371771308 +/- 23961740
93rd
4
2347293400 +/- 2240800
92nd
14
2340931881 +/- 19425062
92nd
18
2313470685 +/- 25109827
91st
9
2281227371 +/- 13770211
89th
39
2078694926 +/- 88666899
88th
8
2060333542 +/- 13860997
88th
9
2006307654 +/- 43461621
88th
39
2006012444 +/- 24074437
86th
5
1955465000 +/- 10517622
84th
34
1926811140 +/- 20513869
84th
30
1922412089 +/- 13820700
82nd
4
1901728813 +/- 874625
82nd
6
1898265875 +/- 12917094
81st
5
1889123467 +/- 8876157
81st
3
1885426556 +/- 61290540
81st
13
1827466282 +/- 16577048
80th
19
1769544348 +/- 227817578
80th
4
1756428167 +/- 2684966
78th
9
1686991185 +/- 38978069
78th
5
1674618933 +/- 17565603
78th
7
1667683607 +/- 18121518
78th
6
1658642167 +/- 13757287
77th
19
1651081596 +/- 101992233
76th
4
1615399750 +/- 9676909
76th
16
1610420021 +/- 6213893
Mid-Tier
75th
< 1600388333
75th
4
1599463667 +/- 1697795
75th
3
1593214763 +/- 12854437
75th
3
1591542111 +/- 9079603
75th
3
1573718583 +/- 10850144
75th
3
1541901267 +/- 1356311
74th
3
1532822630 +/- 48955518
73rd
14
1445737090 +/- 7125391
72nd
22
1395595856 +/- 178746938
71st
6
1226897182 +/- 87678589
71st
8
1152834667 +/- 1941482
70th
8
1150494125 +/- 2271037
69th
6
1071124667 +/- 2856167
69th
3
1068506889 +/- 1213398
68th
17
1059962628 +/- 2708935
67th
22
1055753318 +/- 1360749
66th
6
1043100667 +/- 1738355
66th
29
1041520127 +/- 103331528
66th
6
1035442708 +/- 2109099
65th
4
1024661834 +/- 800015
64th
33
1013650660 +/- 7013499
62nd
21
983752654 +/- 97252359
62nd
3
925721753 +/- 3799415
62nd
4
923559988 +/- 3137451
61st
5
912681524 +/- 1630288
61st
5
912271088 +/- 6123296
61st
14
900547436 +/- 131805982
60th
4
893810269 +/- 3122871
60th
5
886573757 +/- 6347207
60th
5
886304293 +/- 7265165
60th
4
884772600 +/- 28439843
60th
9
871440575 +/- 10980543
59th
5
857923043 +/- 2302352
59th
3
841734822 +/- 11904838
58th
5
789214057 +/- 2117962
58th
7
788813800 +/- 3032651
58th
7
785101715 +/- 96985693
57th
4
776464681 +/- 4270427
57th
5
774614677 +/- 692906
56th
3
773379211 +/- 4459587
56th
3
773162989 +/- 1523877
56th
7
739766613 +/- 70412636
56th
12
726813203 +/- 82320421
56th
4
724842367 +/- 63383245
55th
3
696206914 +/- 2006432
55th
5
696205360 +/- 14458194
55th
3
692338967 +/- 2328970
54th
3
595098978 +/- 5763872
53rd
13
577632687 +/- 13284321
53rd
4
554862500 +/- 193303
51st
34
485437095 +/- 24632255
50th
7
467582571 +/- 31575021
50th
5
458771061 +/- 2047592
50th
5
456856282 +/- 2449945
49th
4
454205625 +/- 2143539
49th
5
450276393 +/- 804835
49th
4
450247615 +/- 19189704
48th
16
444150617 +/- 17152032
47th
3
433644181 +/- 3444474
45th
4
413356700 +/- 1874057
45th
19
407755905 +/- 27525562
45th
4
406450667 +/- 1312887
44th
12
394799253 +/- 22063221
44th
10
393335117 +/- 26797084
44th
22
393301404 +/- 27155922
43rd
14
392986900 +/- 39994978
43rd
15
391662358 +/- 31643941
42nd
9
385626196 +/- 13444224
41st
4
376904534 +/- 1198020
40th
19
374766262 +/- 15149367
40th
7
373618643 +/- 6351894
40th
15
373335356 +/- 14752112
39th
8
366725106 +/- 54258227
39th
14
366316733 +/- 16874437
36th
4
345373517 +/- 1616034
36th
4
342263538 +/- 28246425
36th
3
333448456 +/- 176310
35th
3
308020200 +/- 631319
35th
4
306695325 +/- 1548785
34th
3
303879044 +/- 1144788
34th
4
302273333 +/- 3220019
34th
3
294171700 +/- 428397
33rd
10
285776585 +/- 26053001
33rd
3
282955475 +/- 7057385
32nd
3
275865733 +/- 148574
32nd
4
273494250 +/- 1950922
31st
14
270465419 +/- 21106004
30th
3
265420089 +/- 666649
30th
10
260376920 +/- 14780585
29th
4
259336075 +/- 20258688
29th
4
258903583 +/- 419646
28th
4
254573129 +/- 7003656
28th
6
250416592 +/- 20415434
28th
5
249710025 +/- 26777749
28th
4
249503500 +/- 791478
27th
4
246553900 +/- 716069
26th
3
243082778 +/- 266992
26th
12
240743986 +/- 5554041
26th
24
240333648 +/- 29618264
26th
24
238727821 +/- 10298232
26th
3
238007622 +/- 162996
26th
4
237986767 +/- 418006
Low-Tier
25th
< 237914567
25th
3
237654867 +/- 751457
24th
3
235333311 +/- 2079203
23rd
4
233163734 +/- 813752
22nd
40
230700224 +/- 18440993
22nd
4
229241400 +/- 14297992
22nd
3
229130778 +/- 2743104
22nd
6
228039844 +/- 3571727
22nd
3
227477644 +/- 679877
22nd
5
226168327 +/- 1992356
21st
3
223806567 +/- 721385
20th
8
222757938 +/- 27025525
20th
4
220614875 +/- 2185702
20th
8
220546108 +/- 28283302
20th
6
220091603 +/- 4751741
20th
5
219070386 +/- 1261759
19th
7
216598900 +/- 2523539
19th
9
216473059 +/- 13476639
17th
3
209472389 +/- 3603515
17th
3
207741622 +/- 440764
17th
3
207595755 +/- 322435
16th
3
204743878 +/- 442892
15th
7
203672024 +/- 5710117
15th
4
203569750 +/- 434216
15th
3
197562133 +/- 381888
14th
5
192786180 +/- 220110
14th
10
191352370 +/- 983967
13th
3
190316985 +/- 7464124
13th
3
187221278 +/- 241355
13th
3
186625533 +/- 406872
11th
3
178855800 +/- 428648
11th
3
178081322 +/- 6298317
10th
4
168347308 +/- 1333772
10th
5
167142723 +/- 2465353
10th
3
166479222 +/- 5596840
10th
3
162782978 +/- 124829
10th
3
160379011 +/- 969099
10th
4
160221900 +/- 11434883
8th
3
144264567 +/- 1074092
8th
3
143393233 +/- 1287809
8th
3
136876555 +/- 1522236
7th
4
128697217 +/- 2922758
6th
4
118692142 +/- 1767314
5th
7
104520074 +/- 8126615
OpenBenchmarking.org Distribution Of Public Results 2124 Results Range From 5399313 To 6206059933 Figure Of Merit 5399313 129412526 253425739 377438952 501452165 625465378 749478591 873491804 997505017 1121518230 1245531443 1369544656 1493557869 1617571082 1741584295 1865597508 1989610721 2113623934 2237637147 2361650360 2485663573 2609676786 2733689999 2857703212 2981716425 3105729638 3229742851 3353756064 3477769277 3601782490 3725795703 3849808916 3973822129 4097835342 4221848555 4345861768 4469874981 4593888194 4717901407 4841914620 4965927833 5089941046 5213954259 5337967472 5461980685 5585993898 5710007111 5834020324 5958033537 6082046750 6206059963 100 200 300 400 500
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.org Minutes Time Required To Complete Benchmark Run-Time 8 16 24 32 40 Min: 1 / Avg: 1.65 / Max: 40
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2% .
OpenBenchmarking.org Percent, Fewer Is Better Average Deviation Between Runs Deviation 2 4 6 8 10 Min: 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.
AMD Intel OpenBenchmarking.org Relative Core Scaling To Base Algebraic Multi-Grid Benchmark CPU Core Scaling 4 6 8 10 12 14 16 18 24 28 32 48 64 96 128 4 8 12 16 20
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 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, 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, Apple M1, Apple M1 Pro, Apple M2, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 8-Core
Recent Test Results
13 Systems - 42 Benchmark Results
AMD Phenom II X4 955 - MSI 785GM-E65 - AMD RS880 + SB7x0
Arch Linux - 5.18.12-arch1-1 - GCC 12.1.0
12 Systems - 42 Benchmark Results
AMD Phenom II X4 955 - MSI 785GM-E65 - AMD RS880 + SB7x0
Arch Linux - 5.18.12-arch1-1 - GCC 12.1.0
11 Systems - 42 Benchmark Results
AMD Custom APU 0405 - Valve Jupiter - AMD VanGogh Root Complex
Arch Linux - 6.9.1-zen1-2-zen - KDE Plasma 6.0.4
1 System - 1 Benchmark Result
2 x Intel Xeon X5660 - Dell PowerEdge R510 0DPRKF - Intel 5500 I
Ubuntu 23.10 - 6.5.0-41-generic - GNOME Shell 45.2
1 System - 1 Benchmark Result
2 x AMD EPYC 7513 32-Core - Inspur YZMB-02382-103 - AMD Starship
Ubuntu 20.04 - 5.4.0-144-generic - NVIDIA
1 System - 84 Benchmark Results
Intel Core i5-8600K - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC
Ubuntu 20.04 - 5.15.0-113-generic - GNOME Shell 3.36.9
1 System - 96 Benchmark Results
AMD Ryzen 5 5600G - ASUS TUF GAMING B550M-E WIFI - AMD Renoir
Arch rolling - 6.9.10-arch1-1.1 - GNOME Shell 46.3.1
1 System - 57 Benchmark Results
AMD Ryzen 9 7950X3D 16-Core - ASUS TUF GAMING X670E-PLUS WIFI - AMD Device 14d8
Ubuntu 22.04 - 6.5.0-44-generic - GNOME Shell 42.9
2 Systems - 84 Benchmark Results
AMD Ryzen 7 5800H - Oracle VirtualBox v1.2 - Intel 440FX 82441FX PMC
Ubuntu 20.04 - 5.15.0-113-generic - GNOME Shell 3.36.9
1 System - 1 Benchmark Result
Intel Core i9-13950HX - LENOVO 21FACTO1WW - Intel Raptor Lake-S PCH
Ubuntu 24.04 - 6.9.9-060909-generic - GNOME Shell 46.0
1 System - 60 Benchmark Results
AMD Ryzen Threadripper PRO 5975WX 32-Cores - Supermicro M12SWA-TF v1.01 - AMD Starship
Ubuntu 22.04 - 6.5.0-41-generic - GNOME Shell 42.9
73 Systems - 527 Benchmark Results
2 x Intel Xeon E5-2680 v4 - Intel S2600CW - Intel Xeon E7 v4
Arch Linux - 6.9.7-arch1-1 - GCC 14.1.1 20240522
1 System - 57 Benchmark Results
AMD Ryzen 9 3900XT 12-Core - ASUS PRIME X570-P - AMD Starship
Ubuntu 22.04 - 6.5.0-41-generic - Xfce 4.16
1 System - 1 Benchmark Result
2 x Intel Xeon E5-2680 v4 - Intel S2600CW - Intel Xeon E7 v4
Arch Linux - 6.9.7-arch1-1 - GCC 14.1.1 20240522
1 System - 1 Benchmark Result
AMD Ryzen 9 5950X 16-Core - ASRock APEXX A3_02 X570 Creator - AMD Starship
Debian 12 - 6.1.0-21-amd64 - Xfce
Most Popular Test Results
2 Systems - 101 Benchmark Results
2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998
openSUSE 20220510 - 5.17.5-1-default - GCC 12.1.0
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
12 Systems - 69 Benchmark Results
2 x Intel Xeon Max 9480 - Supermicro X13DEM v1.10 - Intel Device 1bce
Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0
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 - 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
Featured Kernel Comparison
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 20.10 - 5.11.0-051100rc4daily20210121-generic - GNOME Shell 3.38.1
13 Systems - 333 Benchmark Results
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2
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
26 Systems - 438 Benchmark Results
AMD EPYC 7742 64-Core - ASRockRack EPYCD8 - AMD Starship
Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - 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 - 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
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
5 Systems - 396 Benchmark Results
AMD Ryzen 9 7950X3D 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8
Ubuntu 23.04 - 6.2.0-060200rc8daily20230213-generic - GNOME Shell 43.2
16 Systems - 333 Benchmark Results
AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2
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