ECP-CANDLE Benchmark - OpenBenchmarking.org

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ecp-candle.

* 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 13 October 2021.

Revision History

pts/ecp-candle-1.1.0 [View Source] Mon, 02 Aug 2021 15:13:15 GMT
Update against ECP-CANDLE Benchmarks v0.4 upstream.

pts/ecp-candle-1.0.1 [View Source] Sun, 23 Aug 2020 14:20:46 GMT
Drop P2B1 option as it seems borked for some systems.

pts/ecp-candle-1.0.0 [View Source] Wed, 12 Aug 2020 18:15:02 GMT
Initial commit of CANDLE cancer deep learning benchmark.

Performance Metrics

ECP-CANDLE 0.4

Benchmark: P1B2

OpenBenchmarking.org metrics for this test profile configuration based on 142 public results since 2 August 2021 with the latest data as of 16 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

Seconds (Average)

Intel Core i9-11900K

99th

AMD EPYC 72F3 8-Core

95th

31 ^{+/- 1}

AMD Ryzen 9 5900X 12-Core

93rd

Intel Core i7-1165G7

93rd

32 ^{+/- 2}

AMD Ryzen Threadripper 3970X 32-Core

89th

34 ^{+/- 1}

AMD EPYC 7543 32-Core

86th

Intel Core i7-1065G7

80th

36 ^{+/- 1}

AMD Ryzen Threadripper 3990X 64-Core

80th

Mid-Tier

75th

> 37

Intel Core i5-10600K

70th

AMD EPYC 7F52 16-Core

69th

Intel Core i7-8700K

65th

38 ^{+/- 1}

Intel Xeon E-2288G

65th

AMD Ryzen Threadripper 3960X 24-Core

63rd

38 ^{+/- 4}

2 x AMD EPYC 7763 64-Core

60th

40 ^{+/- 3}

Intel Core i9-10980XE

60th

40 ^{+/- 2}

AMD Ryzen 9 5900HX

59th

40 ^{+/- 1}

Median

50th

AMD Ryzen 5 3600XT 6-Core

49th

42 ^{+/- 1}

AMD Ryzen Threadripper 2970WX 24-Core

43rd

43 ^{+/- 1}

Intel Xeon E3-1275 v6

43rd

43 ^{+/- 1}

2 x Intel Xeon Platinum 8380

43rd

44 ^{+/- 3}

AMD EPYC 7742 64-Core

41st

Intel Xeon Gold 6226R

38th

AMD Ryzen 7 3700X 8-Core

32nd

45 ^{+/- 1}

Intel Core i5-8400

31st

45 ^{+/- 1}

AMD Ryzen 7 4700U

29th

46 ^{+/- 1}

Intel Xeon E3-1280 v5

29th

46 ^{+/- 1}

Low-Tier

25th

> 46

2 x Intel Xeon Platinum 8280

25th

Intel Core i7-10700T

22nd

47 ^{+/- 1}

AMD Ryzen 5 4500U

20th

47 ^{+/- 1}

AMD Ryzen 5 5500U

19th

48 ^{+/- 1}

2 x AMD EPYC 7742 64-Core

17th

2 x Intel Xeon Gold 5220R

15th

48 ^{+/- 1}

Intel Core i7-8565U

11th

Intel Core i7-8550U

8th

53 ^{+/- 2}

Intel Xeon E3-1235L v5

5th

AMD FX-8150 Eight-Core

3rd

131 ^{+/- 3}

Based on OpenBenchmarking.org data, the selected test / test configuration (ECP-CANDLE 0.4 - Benchmark: P1B2) has an average run-time of 2 minutes. By default this test profile is set to run at least 1 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.

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not 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-epyc-rome 8 Systems - 364 Benchmark Results	2 x AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
EPYC 75F3 1 System - 495 Benchmark Results	AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
amd-epyc- 7742 Linux 3 Systems - 326 Benchmark Results	AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
AMD EPYC Rome 4 Systems - 318 Benchmark Results	AMD EPYC 7F52 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
3600X Okt 2 Systems - 149 Benchmark Results	AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.10 - 5.8.0-55-generic - GNOME Shell 3.38.1
1280 september 3 Systems - 127 Benchmark Results	Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.13.0-051300-generic - GNOME Shell 3.36.9
8400 okt 3 Systems - 83 Benchmark Results	Intel Core i5-8400 - MSI Z370M MORTAR - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc7daily20200929-generic - GNOME Shell 3.36.4
3700X September 3 Systems - 85 Benchmark Results	AMD Ryzen 7 3700X 8-Core - Gigabyte A320M-S2H-CF - AMD Starship Ubuntu 20.04 - 5.8.1-050801-generic - GNOME Shell 3.36.4
tr 3970X September 3 Systems - 139 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 20.04 - 5.12.0-051200rc2daily20210307-generic - GNOME Shell 3.36.4
2970wx-september 4 Systems - 84 Benchmark Results	AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - GNOME Shell 3.36.4
8700k september 4 Systems - 196 Benchmark Results	Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc6daily20200923-generic - GNOME Shell 3.36.4
ste40.ptl 1 System - 86 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
ste40.ptl 1 System - 86 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
7600k oktoberfest 4 Systems - 146 Benchmark Results	Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc7daily20200928-generic - GNOME Shell 3.36.4
EPYC 72F3 September 2021 Featured Processor Comparison	AMD EPYC 72F3 8-Core

AMD FX-8150 2021 4 Systems - 75 Benchmark Results	AMD FX-8150 Eight-Core - ASUS M5A78L-M LX PLUS - AMD RS780 + SB7x0 Ubuntu 20.10 - 5.8.0-53-generic - GNOME Shell 3.38.1
epyc-7763-2p-august 5 Systems - 34 Benchmark Results	2 x AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship Debian 11 - 5.10.0-8-amd64 - GNOME Shell 3.38.4
3900XT August 4 Systems - 63 Benchmark Results	AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.10 - 5.11.0-rc1-phx - GNOME Shell 3.38.1
4500u ecp candle 3 Systems - 3 Benchmark Results	AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.13.0-051300-generic - GNOME Shell 3.38.4
8700k september 4 Systems - 196 Benchmark Results	Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc6daily20200923-generic - GNOME Shell 3.36.4
10600K Aug 3 Systems - 22 Benchmark Results	Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.10 - 5.11.0-051100rc2daily20210106-generic - GNOME Shell 3.38.1
8380 2P August 5 Systems - 27 Benchmark Results	2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998 Ubuntu 20.04 - 5.14.0-rc1-folio - GNOME Shell 3.36.4
1275 sep 3 Systems - 68 Benchmark Results	Intel Xeon E3-1275 v6 - ASUS P10S-M WS - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201007-generic - X Server 1.20.8
4700U candle 3 Systems - 3 Benchmark Results	AMD Ryzen 7 4700U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 21.04 - 5.13.0-051300-generic - GNOME Shell 3.38.4
tyan august 4 Systems - 8 Benchmark Results	AMD EPYC 7543 32-Core - TYAN S8036GM2NE-LE - AMD Starship Ubuntu 21.04 - 5.11.0-25-generic - GNOME Shell 3.38.4
5900HX candle 4 Systems - 3 Benchmark Results	AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir Root Complex Ubuntu 21.10 - 5.14.0-051400rc3daily20210726-generic - GNOME Shell 40.2
ecp candle icelake 4 Systems - 3 Benchmark Results	Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM Ubuntu 21.04 - 5.13.0-051300-generic - GNOME Shell 3.38.4
7600k oktoberfest 4 Systems - 146 Benchmark Results	Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc7daily20200928-generic - GNOME Shell 3.36.4
3970X Sat 4 Systems - 30 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.10 - 5.11.0-rc6-phx - GNOME Shell 3.38.1
epyc-7763-august 3 Systems - 55 Benchmark Results	2 x AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 20.10 - 5.8.0-29-generic - X Server 1.20.8

ECP-CANDLE

Project Site

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Performance Metrics

ECP-CANDLE 0.4

Benchmark: P1B2

Does It Scale Well With Increasing Cores?

Recent Test Results

Most Popular Test Results