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 2024.09 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 4 October 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 2,242 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)
100th
16
8186821854 +/- 688180782
99th
17
4454792977 +/- 411539338
98th
5
4295199760 +/- 41056407
98th
6
4289754500 +/- 437357103
97th
20
4254051136 +/- 200318498
97th
7
4163476714 +/- 30522303
96th
4
3805841500 +/- 28037861
96th
13
3661048872 +/- 69090165
94th
21
3129521492 +/- 37072405
94th
3
3100295222 +/- 2484531
93rd
3
2934523250 +/- 83986278
93rd
3
2751978867 +/- 104639021
92nd
13
2371771308 +/- 23961740
91st
4
2347293400 +/- 2240800
91st
14
2340931881 +/- 19425062
91st
18
2313470685 +/- 25109827
90th
9
2281227371 +/- 13770211
88th
39
2078694926 +/- 88666899
87th
8
2060333542 +/- 13860997
87th
9
2006307654 +/- 43461621
87th
39
2006012444 +/- 24074437
85th
5
1955465000 +/- 10517622
83rd
34
1926811140 +/- 20513869
83rd
30
1922412089 +/- 13820700
81st
4
1901728813 +/- 874625
81st
6
1898265875 +/- 12917094
81st
5
1889123467 +/- 8876157
80th
3
1885426556 +/- 61290540
79th
13
1827466282 +/- 16577048
79th
17
1825521294 +/- 32835013
78th
19
1769544348 +/- 227817578
78th
4
1756428167 +/- 2684966
77th
9
1686991185 +/- 38978069
76th
5
1674618933 +/- 17565603
76th
7
1667683607 +/- 18121518
76th
6
1658642167 +/- 13757287
76th
19
1651081596 +/- 101992233
Mid-Tier
75th
< 1647212750
75th
4
1615399750 +/- 9676909
74th
16
1610420021 +/- 6213893
74th
4
1599463667 +/- 1697795
74th
3
1593214763 +/- 12854437
74th
3
1591542111 +/- 9079603
73rd
3
1573718583 +/- 10850144
73rd
3
1541901267 +/- 1356311
73rd
3
1532822630 +/- 48955518
71st
14
1445737090 +/- 7125391
71st
22
1395595856 +/- 178746938
69th
6
1226897182 +/- 87678589
69th
8
1152834667 +/- 1941482
69th
8
1150494125 +/- 2271037
67th
6
1071124667 +/- 2856167
67th
3
1068506889 +/- 1213398
66th
19
1059482456 +/- 2931149
66th
22
1055753318 +/- 1360749
65th
6
1043100667 +/- 1738355
65th
29
1041520127 +/- 103331528
64th
6
1035442708 +/- 2109099
64th
4
1024661834 +/- 800015
63rd
33
1013650660 +/- 7013499
61st
21
983752654 +/- 97252359
60th
3
925721753 +/- 3799415
60th
4
923559988 +/- 3137451
60th
5
912681524 +/- 1630288
60th
5
912271088 +/- 6123296
59th
14
900547436 +/- 131805982
59th
4
893810269 +/- 3122871
59th
5
886573757 +/- 6347207
59th
5
886304293 +/- 7265165
59th
4
884772600 +/- 28439843
58th
9
871440575 +/- 10980543
58th
5
857923043 +/- 2302352
58th
3
841734822 +/- 11904838
57th
5
789214057 +/- 2117962
57th
7
788813800 +/- 3032651
56th
7
785101715 +/- 96985693
56th
4
776464681 +/- 4270427
56th
5
774614677 +/- 692906
55th
3
773379211 +/- 4459587
55th
3
773162989 +/- 1523877
54th
7
739766613 +/- 70412636
54th
12
726813203 +/- 82320421
54th
4
724842367 +/- 63383245
54th
3
696206914 +/- 2006432
54th
5
696205360 +/- 14458194
54th
3
692338967 +/- 2328970
52nd
3
595098978 +/- 5763872
52nd
13
577632687 +/- 13284321
51st
4
554862500 +/- 193303
49th
34
485437095 +/- 24632255
49th
7
467582571 +/- 31575021
49th
5
458771061 +/- 2047592
49th
5
456856282 +/- 2449945
48th
4
454205625 +/- 2143539
47th
5
450276393 +/- 804835
47th
4
450247615 +/- 19189704
47th
16
444150617 +/- 17152032
46th
3
433644181 +/- 3444474
44th
4
413356700 +/- 1874057
44th
19
407755905 +/- 27525562
44th
4
406450667 +/- 1312887
43rd
12
394799253 +/- 22063221
43rd
10
393335117 +/- 26797084
43rd
22
393301404 +/- 27155922
43rd
14
392986900 +/- 39994978
42nd
15
391662358 +/- 31643941
41st
9
385626196 +/- 13444224
40th
4
376904534 +/- 1198020
40th
19
374766262 +/- 15149367
40th
7
373618643 +/- 6351894
39th
15
373335356 +/- 14752112
38th
8
366725106 +/- 54258227
38th
14
366316733 +/- 16874437
36th
4
345373517 +/- 1616034
35th
4
342263538 +/- 28246425
35th
3
333448456 +/- 176310
34th
3
308020200 +/- 631319
34th
4
306695325 +/- 1548785
34th
3
303879044 +/- 1144788
33rd
4
302273333 +/- 3220019
33rd
3
294171700 +/- 428397
32nd
10
285776585 +/- 26053001
32nd
3
282955475 +/- 7057385
31st
3
275865733 +/- 148574
31st
4
273494250 +/- 1950922
30th
14
270465419 +/- 21106004
29th
3
265420089 +/- 666649
29th
10
260376920 +/- 14780585
28th
4
259336075 +/- 20258688
28th
4
258903583 +/- 419646
28th
4
254573129 +/- 7003656
27th
6
250416592 +/- 20415434
27th
5
249710025 +/- 26777749
27th
4
249503500 +/- 791478
26th
4
246553900 +/- 716069
26th
3
243082778 +/- 266992
Low-Tier
25th
< 242459433
25th
12
240743986 +/- 5554041
25th
24
240333648 +/- 29618264
25th
24
238727821 +/- 10298232
25th
3
238007622 +/- 162996
25th
4
237986767 +/- 418006
24th
3
237654867 +/- 751457
23rd
3
235333311 +/- 2079203
22nd
4
233163734 +/- 813752
22nd
40
230700224 +/- 18440993
22nd
4
229241400 +/- 14297992
22nd
3
229130778 +/- 2743104
22nd
6
228039844 +/- 3571727
21st
3
227477644 +/- 679877
21st
5
226168327 +/- 1992356
20th
3
223806567 +/- 721385
20th
8
222757938 +/- 27025525
20th
4
220614875 +/- 2185702
20th
8
220546108 +/- 28283302
20th
6
220091603 +/- 4751741
19th
5
219070386 +/- 1261759
19th
7
216598900 +/- 2523539
19th
9
216473059 +/- 13476639
16th
3
209472389 +/- 3603515
16th
3
207741622 +/- 440764
16th
3
207595755 +/- 322435
15th
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
12th
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
9th
4
160221900 +/- 11434883
8th
3
144264567 +/- 1074092
8th
3
143393233 +/- 1287809
7th
3
136876555 +/- 1522236
7th
4
128697217 +/- 2922758
6th
4
118692142 +/- 1767314
5th
7
104520074 +/- 8126615
OpenBenchmarking.org Distribution Of Public Results 2206 Results Range From 5399313 To 8566301000 Figure Of Merit 5399313 176617347 347835381 519053415 690271449 861489483 1032707517 1203925551 1375143585 1546361619 1717579653 1888797687 2060015721 2231233755 2402451789 2573669823 2744887857 2916105891 3087323925 3258541959 3429759993 3600978027 3772196061 3943414095 4114632129 4285850163 4457068197 4628286231 4799504265 4970722299 5141940333 5313158367 5484376401 5655594435 5826812469 5998030503 6169248537 6340466571 6511684605 6682902639 6854120673 7025338707 7196556741 7367774775 7538992809 7710210843 7881428877 8052646911 8223864945 8395082979 8566301013 120 240 360 480 600
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: 1.68 / 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 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
1 System - 41 Benchmark Results
Intel Xeon 6980P - Intel BIRCHSTREAM - Intel Ice Lake IEH
Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0
2 Systems - 1 Benchmark Result
AMD Ryzen 9 9950X 16-Core - ASRock X670E PG Lightning - AMD Device 14d8
Ubuntu 24.04 - 6.8.0-45-generic - KDE Plasma 5.27.11
3 Systems - 14 Benchmark Results
AMD Ryzen 9 9950X 16-Core - ASRock X670E PG Lightning - AMD Device 14d8
Ubuntu 24.04 - 6.8.0-45-generic - KDE Plasma 5.27.11
1 System - 16 Benchmark Results
AMD Ryzen 9 9950X 16-Core - ASRock X670E PG Lightning - AMD Device 14d8
Ubuntu 24.04 - 6.8.0-45-generic - KDE Plasma 5.27.11
1 System - 336 Benchmark Results
AmpereOne - Supermicro ARS-211M-NR R13SPD v1.02 - Ampere Computing LLC Device e208
Ubuntu 24.04 - 6.8.0-39-generic-64k - GCC 13.2.0
15 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
1 System - 1 Benchmark Result
AMD Ryzen 7 3800X 8-Core - Gigabyte X570 GAMING X - AMD Starship
Debian 11 - 5.10.0-32-amd64 - KDE Plasma 5.20.5
1 System - 1 Benchmark Result
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712
Debian 12 - 6.6.31+rpt-rpi-2712 - X Server
20 Systems - 20 Benchmark Results
Intel Core i7-8700 - MSI Z390-A PRO - Intel Cannon Lake PCH
Debian 12 - 6.1.0-22-amd64 - X Server 1.21.1.7
1 System - 1 Benchmark Result
HiSilicon TSV110 - QEMU KVM Virtual Machine - Red Hat QEMU PCIe
openEuler 23.09 - 6.4.0-10.1.0.20.oe2309.aarch64 - GCC 12.3.1 + Clang 15.0.7
5 Systems - 531 Benchmark Results
AMD EPYC 7702 64-Core - Supermicro Super Server H12SSL-NT v1.02 - AMD Starship
Debian 12 - 6.8.8-2-pve - NVIDIA
1 System - 1 Benchmark Result
HiSilicon TSV110 - QEMU KVM Virtual Machine - Red Hat QEMU PCIe
openEuler 23.09 - 6.4.0-10.1.0.20.oe2309.aarch64 - GCC 12.3.1 + Clang 15.0.7
14 Systems - 42 Benchmark Results
Spacemit X60 - M1-MUSE-BOOK - 16GB
Bianbu 1.0.11 - 6.1.15 - GNOME Shell 45.0
13 Systems - 42 Benchmark Results
Spacemit X60 - Milk-V - 16GB
Bianbu 1.0.9 - 6.1.15 - GNOME Shell 45.0
12 Systems - 42 Benchmark Results
Unknown - Yytek 301-0059 - Loongson LLC Hyper Transport Bridge
Gentoo 2.15 - 6.9.1-loongarch - KDE Plasma 5.27.11
Most Popular Test Results
12 Systems - 69 Benchmark Results
2 x AMD EPYC 9554 64-Core - AMD Titanite_4G - AMD Device 14a4
Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0
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
16 Systems - 333 Benchmark Results
AMD Ryzen 9 7900X 12-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8
Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2
8 Systems - 439 Benchmark Results
AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3
Featured Kernel Comparison
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1
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 - 5.11.0-051100rc4daily20210122-generic - GNOME Shell 3.38.1
13 Systems - 333 Benchmark Results
AMD Ryzen 7 5800X3D 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship
Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2
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 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8
Ubuntu 23.04 - 6.2.0-060200rc8daily20230213-generic - GNOME Shell 43.2
Featured Processor Comparison
AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship
Ubuntu 22.04 - 5.17.4-051704-generic - GNOME Shell 42.0
26 Systems - 438 Benchmark Results
AMD EPYC 7713 64-Core - TYAN S8030GM2NE - AMD Starship
Fedora 33 - 5.11.7-200.fc33.x86_64 - GNOME Shell 3.38.4
2 Systems - 705 Benchmark Results
2 x AMD EPYC 7713 64-Core - AMD DAYTONA_X - AMD Starship
Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4
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
Featured Processor Comparison
AMD Ryzen 7 5800X3D 8-Core - ASRock X570 Pro4 - AMD Starship
Ubuntu 22.04 - 5.18.0-051800rc2daily20220411-generic - GNOME Shell 42.0