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.
OpenBenchmarking.org metrics for this test profile configuration based on 219 public results since 2 August 2021 with the latest data as of 4 August 2022.
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.
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.
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.
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.
1 System - 264 Benchmark Results |
Intel Pentium Gold G6405 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
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1 System - 264 Benchmark Results |
Intel Pentium Gold G6400 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-86-generic - GNOME Shell 3.36.9 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 543 Benchmark Results |
AMD Ryzen Threadripper PRO 5995WX 64-Cores - ASRock WRX80 Creator - AMD Starship Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.9 |
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1 System - 195 Benchmark Results |
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1 System - 195 Benchmark Results
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1 System - 10 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 5 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 10 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 11 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 4 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 4 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma
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1 System - 8 Benchmark Results
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AMD Ryzen 7 4800H - ASUS FA506IU v1.0 - AMD Renoir openSUSE Tumbleweed 20230801 - 6.4.6-1-default - KDE Plasma |
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 |
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1 System - 115 Benchmark Results |
AMD Ryzen 9 5900HX - System76 Kudu - AMD Renoir Pop 21.10 - 5.15.15-76051515-generic - GNOME Shell 40.5 |
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Featured Processor Comparison |
AMD EPYC 72F3 8-Core - Supermicro H12SSL-i v1.01 - AMD Starship Ubuntu 21.04 - 5.14.0-rc7-amd-pstate-phx - GNOME Shell 3.38.4 |
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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 |
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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 |
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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 |
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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 |
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3 Systems - 261 Benchmark Results |
AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1 |
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Featured Processor Comparison |
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8 Systems - 364 Benchmark Results
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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
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5 Systems - 27 Benchmark Results
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2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998 Ubuntu 20.04 - 5.14.0-rc1-folio - GNOME Shell 3.36.4
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3 Systems - 68 Benchmark Results
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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
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3 Systems - 326 Benchmark Results
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AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
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4 Systems - 318 Benchmark Results
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AMD EPYC 7F52 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5
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4 Systems - 146 Benchmark Results
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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 |