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

20k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsAlgebraic Multi-Grid Benchmark Popularity Statisticspts/amg2020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032K4K6K8K10K
* 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 21 April 2024.

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 2,016 public results since 10 January 2021 with the latest data as of 24 April 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)
2 x AMD EPYC 9684X 96-Core
100th
13
4446155380 +/- 474754349
2 x AMD EPYC 9374F 32-Core
99th
5
4295199760 +/- 41056407
2 x AMD EPYC 9554 64-Core
99th
19
4254015424 +/- 205807627
2 x AMD EPYC 9384X 32-Core
98th
7
4163476714 +/- 30522303
2 x AMD EPYC 9184X 16-Core
98th
4
3805841500 +/- 28037861
2 x INTEL XEON PLATINUM 8592
97th
8
3695269708 +/- 68541770
2 x Intel Xeon Platinum 8490H
96th
16
3133762667 +/- 41426730
AMD EPYC 9684X 96-Core
95th
8
2379447042 +/- 25949963
AMD EPYC 9374F 32-Core
94th
4
2347293400 +/- 2240800
AMD EPYC 9554 64-Core
94th
13
2344118974 +/- 15959983
AMD EPYC 9654 96-Core
94th
13
2324773820 +/- 19804902
AMD EPYC 9754 128-Core
93rd
5
2291049667
2 x Intel Xeon Platinum 8380
92nd
38
2091518685 +/- 40713198
2 x Intel Xeon Platinum 8362
91st
8
2060333542 +/- 13860997
ARMv8 Neoverse-V2 72-Core
90th
9
2006307654 +/- 43461621
2 x AMD EPYC 7773X 64-Core
90th
39
2006012444 +/- 24074437
2 x AMD EPYC 7573X 32-Core
88th
5
1955465000 +/- 10517622
2 x AMD EPYC 7763 64-Core
86th
34
1926811140 +/- 20513869
2 x AMD EPYC 7713 64-Core
85th
30
1922412089 +/- 13820700
2 x AMD EPYC 7663 56-Core
85th
3
1918356667
2 x AMD EPYC 74F3 24-Core
83rd
4
1901728813 +/- 874625
2 x Intel Xeon Gold 6342
83rd
6
1898265875 +/- 12917094
2 x AMD EPYC 7543 32-Core
83rd
5
1889123467 +/- 8876157
2 x AMD EPYC 7373X 16-Core
83rd
3
1885426556 +/- 61290540
INTEL XEON PLATINUM 8592
82nd
8
1835096583 +/- 17261638
2 x AMD EPYC 75F3 32-Core
82nd
19
1769544348 +/- 227817578
ARMv8 Neoverse-V1 64-Core
81st
4
1756428167 +/- 2684966
AMD Ryzen Threadripper PRO 7995WX 96-Cores
80th
9
1686991185 +/- 38978069
2 x AMD EPYC 7443 24-Core
80th
5
1674618933 +/- 17565603
2 x AMD EPYC 7343 16-Core
80th
7
1667683607 +/- 18121518
2 x Intel Xeon Gold 6346
79th
6
1658642167 +/- 13757287
2 x AMD EPYC 7551 32-Core
79th
19
1651081596 +/- 101992233
Intel Xeon Platinum 8490H
78th
13
1612372821 +/- 5000070
2 x AMD EPYC 7F52 16-Core
77th
3
1593214763 +/- 12854437
Ampere ARMv8 Neoverse-N1 256-Core
77th
3
1532822630 +/- 48955518
Mid-Tier
75th
< 1463268932
2 x AMD EPYC 7F72 24-Core
75th
14
1445737090 +/- 7125391
2 x Intel Xeon Platinum 8280
75th
22
1395595856 +/- 178746938
2 x Intel Xeon Gold 5220R
73rd
6
1226897182 +/- 87678589
AMD EPYC 8534P 64-Core
73rd
6
1153762000 +/- 1072076
AMD EPYC 8534PN 64-Core
73rd
6
1151622834 +/- 1051445
AMD EPYC 7573X 32-Core
71st
6
1071124667 +/- 2856167
Intel Xeon Platinum 8362
71st
3
1068506889 +/- 1213398
ARMv8 Neoverse-N1 128-Core
70th
17
1059962628 +/- 2708935
AMD EPYC 7773X 64-Core
69th
22
1055753318 +/- 1360749
AMD EPYC 74F3 24-Core
69th
6
1043100667 +/- 1738355
Intel Xeon Platinum 8380
69th
28
1040373429 +/- 105039608
Intel Xeon Gold 6342
68th
6
1035442708 +/- 2109099
AMD EPYC 7543 32-Core
67th
4
1024661834 +/- 800015
AMD EPYC 7763 64-Core
66th
33
1013650660 +/- 7013499
AMD EPYC 7713 64-Core
64th
21
983752654 +/- 97252359
AMD EPYC 7343 16-Core
64th
3
925721753 +/- 3799415
AMD EPYC 7443 24-Core
64th
4
923559988 +/- 3137451
Intel Xeon Gold 6346
63rd
5
912681524 +/- 1630288
AMD EPYC 7532 32-Core
63rd
5
912271088 +/- 6123296
AMD EPYC 75F3 32-Core
63rd
14
900547436 +/- 131805982
AMD EPYC 7642 48-Core
62nd
4
893810269 +/- 3122871
AMD EPYC 7662 64-Core
62nd
5
886573757 +/- 6347207
AMD EPYC 7742 64-Core
62nd
5
886304293 +/- 7265165
AMD Ryzen Threadripper 7980X 64-Cores
62nd
4
884772600 +/- 28439843
AMD EPYC 7702 64-Core
62nd
9
871440575 +/- 10980543
AMD EPYC 7552 48-Core
61st
5
857923043 +/- 2302352
AMD EPYC 7601 32-Core
61st
3
841734822 +/- 11904838
AMD EPYC 7302P 16-Core
60th
5
789214057 +/- 2117962
2 x Intel Xeon E5-2699 v4
60th
7
788813800 +/- 3032651
AMD EPYC 7F52 16-Core
59th
7
785101715 +/- 96985693
AMD EPYC 7542 32-Core
59th
4
776464681 +/- 4270427
AMD EPYC 7502P 32-Core
59th
5
774614677 +/- 692906
Intel Xeon Gold 6258R
58th
3
773379211 +/- 4459587
Ampere ARMv8 Neoverse-N1 128-Core
58th
3
773162989 +/- 1523877
AMD EPYC 7402P 24-Core
57th
7
739766613 +/- 70412636
Intel Xeon Platinum 8280
57th
12
726813203 +/- 82320421
Intel Xeon Gold 5220R
57th
3
696206914 +/- 2006432
2 x Intel Xeon E5-2696 v4
57th
5
696205360 +/- 14458194
Intel Xeon Gold 6226R
57th
3
692338967 +/- 2328970
Intel Xeon Silver 4216
55th
3
595098978 +/- 5763872
Ampere eMAG ARMv8 32-Core
55th
13
577632687 +/- 13284321
AMD Ryzen Threadripper 3970X 32-Core
54th
4
554862500 +/- 193303
2 x Intel Xeon Gold 5218
52nd
29
485427231 +/- 26814600
AMD Ryzen Threadripper 3990X 64-Core
52nd
7
467582571 +/- 31575021
AMD EPYC 7272 12-Core
52nd
5
458771061 +/- 2047592
AMD EPYC 7282 16-Core
51st
5
456856282 +/- 2449945
Median
50th
454801300
Intel Core i9-7960X
50th
4
454205625 +/- 2143539
AMD EPYC 7232P 8-Core
50th
5
450276393 +/- 804835
Intel Core i9-7980XE
50th
4
450247615 +/- 19189704
Intel Core i3-14100
50th
3
447645786
Intel Core i9-13900K
50th
16
444150617 +/- 17152032
Intel Core i7-7900X
49th
3
433644181 +/- 3444474
Intel Core i9-10980XE
46th
4
413356700 +/- 1874057
AMD Ryzen 9 7950X 16-Core
46th
19
407755905 +/- 27525562
AMD Ryzen Threadripper 3960X 24-Core
46th
4
406450667 +/- 1312887
AMD Ryzen 5 8600G
46th
4
404794220
AMD Ryzen 9 7950X3D 16-Core
45th
13
400191197 +/- 30752549
AMD Ryzen 7 7800X3D 8-Core
45th
12
394799253 +/- 22063221
AMD Ryzen 9 7900X3D 12-Core
45th
10
393335117 +/- 26797084
AMD Ryzen 9 7900X 12-Core
45th
22
393301404 +/- 27155922
AMD Ryzen 9 7900 12-Core
44th
15
391662358 +/- 31643941
AMD Ryzen 5 7600 6-Core
43rd
9
385626196 +/- 13444224
AMD Ryzen Threadripper 2950X 16-Core
42nd
4
376904534 +/- 1198020
AMD Ryzen 7 7700X 8-Core
42nd
19
374766262 +/- 15149367
Intel Core i5-13600K
42nd
7
373618643 +/- 6351894
AMD Ryzen 7 7700 8-Core
41st
15
373335356 +/- 14752112
AMD Ryzen Threadripper 2990WX 32-Core
40th
8
366725106 +/- 54258227
AMD Ryzen 5 7600X 6-Core
40th
14
366316733 +/- 16874437
Intel Core i5-14500
38th
3
350297633
Intel Core i5-13400
38th
4
345373517 +/- 1616034
Intel Core i5-12600K
38th
4
342263538 +/- 28246425
Intel Xeon E5-1680 v3
37th
3
333448456 +/- 176310
AMD Ryzen 9 6900HX
37th
3
308020200 +/- 631319
Intel Core i9-12900H
36th
4
306695325 +/- 1548785
Apple M2
36th
4
305806100 +/- 25865
Intel Xeon E5-2687W v3
36th
3
303879044 +/- 1144788
Intel Core i7-12700K
36th
4
302273333 +/- 3220019
Apple M1
35th
3
294171700 +/- 428397
Intel Core i7-1165G7
35th
10
285776585 +/- 26053001
Intel Core i9-11980HK
34th
3
282955475 +/- 7057385
Intel Core i9-9900KS
34th
3
275865733 +/- 148574
Intel Core i7-6800K
33rd
4
273494250 +/- 1950922
Intel Core i7-11700K
33rd
14
270465419 +/- 21106004
Intel Xeon E5-2609 v4
31st
3
265420089 +/- 666649
AMD Ryzen 7 1700 Eight-Core
31st
10
260376920 +/- 14780585
Intel Core i7-11700B
30th
4
259336075 +/- 20258688
AMD Ryzen 7 1800X Eight-Core
30th
4
258903583 +/- 419646
AMD Ryzen 5 5600G
30th
4
255958823 +/- 26377022
Intel Core i7-1065G7
30th
4
254573129 +/- 7003656
Intel Core i5-10600K
29th
6
250416592 +/- 20415434
Intel Core i7-8086K
29th
4
249503500 +/- 791478
Intel Core i5-8400
28th
4
246553900 +/- 716069
AMD Ryzen 7 2700 Eight-Core
27th
3
243082778 +/- 266992
AMD Ryzen 5 5600X 6-Core
27th
12
240743986 +/- 5554041
AMD Ryzen 9 5900X 12-Core
27th
24
240333648 +/- 29618264
AMD Ryzen 7 5800X3D 8-Core
27th
24
238727821 +/- 10298232
Intel Core i7-7740K
27th
3
238007622 +/- 162996
AMD Ryzen 3 1300X
27th
4
237986767 +/- 418006
Intel Core i9-9900K
26th
3
237654867 +/- 751457
Low-Tier
25th
< 236694733
Intel Core i7-7700K
25th
3
235333311 +/- 2079203
AMD Ryzen 3 3300X 4-Core
24th
4
233163734 +/- 813752
AMD Ryzen 7 5800X 8-Core
23rd
40
230700224 +/- 18440993
Intel Core i7-8700K
23rd
4
229241400 +/- 14297992
AMD Ryzen 5 PRO 6650U
23rd
3
229130778 +/- 2743104
AMD Ryzen 9 3900X 12-Core
23rd
6
228039844 +/- 3571727
Intel Core i7-8809G
23rd
3
227477644 +/- 679877
AMD Ryzen 9 3900XT 12-Core
22nd
4
225793559 +/- 2087175
Intel Core i7-9750H
22nd
3
223806567 +/- 721385
AMD Ryzen 7 2700X Eight-Core
21st
8
222757938 +/- 27025525
AMD Ryzen 5 3600XT 6-Core
21st
4
220614875 +/- 2185702
AMD Ryzen 7 3700X 8-Core
21st
8
220546108 +/- 28283302
Intel Core i7-10700T
21st
6
220091603 +/- 4751741
Intel Xeon E-2288G
20th
5
219070386 +/- 1261759
AMD Ryzen 3 2200G
20th
7
216598900 +/- 2523539
Intel Core i9-10900K
20th
9
216473059 +/- 13476639
POWER9 4-Core
17th
3
209472389 +/- 3603515
AMD Ryzen 5 3400G
17th
3
207741622 +/- 440764
Intel Core i9-10885H
17th
3
207595755 +/- 322435
Intel Core i5-9400F
16th
3
204743878 +/- 442892
AMD Ryzen 9 3950X 16-Core
16th
7
203672024 +/- 5710117
AMD Ryzen 5 2400G
16th
4
203569750 +/- 434216
Intel Xeon E3-1275 v6
15th
3
197562133 +/- 381888
Intel Xeon E-2336
15th
5
192786180 +/- 220110
Intel Xeon E-2388G
14th
10
191352370 +/- 983967
AMD Ryzen 7 3800XT 8-Core
14th
3
190316985 +/- 7464124
AMD Ryzen 5 4500U
13th
3
187221278 +/- 241355
Intel Core i7-5960X
13th
3
186625533 +/- 406872
Intel Xeon E3-1245 v5
13th
3
183000056 +/- 50045
Intel Xeon E3-1260L v5
12th
4
180621467 +/- 59054
Intel Core i5-6500
12th
3
178855800 +/- 428648
Intel Core i3-10100
12th
3
178081322 +/- 6298317
Intel Xeon E3-1280 v5
11th
3
173357211 +/- 42333
Intel Core i5-6260U
11th
5
167142723 +/- 2465353
Intel Core i7-8565U
11th
3
166479222 +/- 5596840
Intel Xeon E3-1235L v5
10th
3
162782978 +/- 124829
Intel Xeon E3-1240 v5
10th
3
160379011 +/- 969099
Intel Core i7-5775C
10th
4
160221900 +/- 11434883
Intel Core i7-8550U
9th
3
155193500 +/- 61037
Intel Xeon E3-1270 v5
9th
3
151527800 +/- 547494
Intel Xeon E3-1231 v3
9th
4
146144883 +/- 129452
Intel Core i7-4790
8th
3
144264567 +/- 1074092
Intel Core i7-4790K
8th
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
7th
3
126149344 +/- 210413
Intel Xeon E-2278GEL
7th
6
122313606 +/- 124729
Intel Core i7-5600U
7th
3
121560567 +/- 195209
AMD FX-8370 Eight-Core
6th
4
118692142 +/- 1767314
Intel Core i5-7600K
5th
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 Results2015 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-Time816243240Min: 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.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseAlgebraic Multi-Grid Benchmark CPU Core Scaling4681012141618243248649612848121620

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, 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

OpenBenchmarking.org Results Compare

1 System - 1 Benchmark Result

2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D16 - Intel Xeon E7 v4

Ubuntu 22.04 - 5.15.105-0515105-generic - GNOME Shell 42.9

1 System - 1 Benchmark Result

2 x Intel Xeon E5-2696 v4 - ASUS Z10PE-D16 - Intel Xeon E7 v4

Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9

1 System - 1 Benchmark Result

2 x Intel Xeon Gold 5218 - Dell 07978V - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9

1 System - 4 Benchmark Results

Intel Xeon E5-2680 v3 - JGINYUE X99M-PLUS D4 - Intel Xeon E7 v3

Ubuntu 22.04 - 6.5.0-18-generic - GNOME Shell 42.9

1 System - 1 Benchmark Result

2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h

Ubuntu 22.04 - 6.8.6-060806-generic - X Server 1.21.1.4

1 System - 1 Benchmark Result

2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h

Ubuntu 22.04 - 6.8.6-060806-generic - X Server 1.21.1.4

1 System - 1 Benchmark Result

2 x Intel Xeon Gold 5218 - Dell 07978V - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9

1 System - 1 Benchmark Result

2 x Intel Xeon Gold 5218 - Dell 07978V - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9

1 System - 1 Benchmark Result

2 x Intel Xeon Gold 5218 - Dell 07978V - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.15.0-102-generic - GNOME Shell 3.36.9

1 System - 1 Benchmark Result

2 x AMD EPYC 7551 32-Core - Supermicro Super Server H11DSi-NT v2.00 - AMD 17h

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