ECP-CANDLE
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.
Learn more about this test at the upstream project site: github.com.
This utility test is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 12 August 2020 and last updated on 23 August 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ecp-candle.
This test has an average install time of 2 minutes, 53 seconds and an average run-time of 10 minutes, 19 seconds.
Revision History
pts/ecp-candle-1.0.1 [View Source] 23 Aug 2020 14:20 EDT
Drop P2B1 option as it seems borked for some systems.
pts/ecp-candle-1.0.0 [View Source] 12 Aug 2020 18:15 EDT
Initial commit of CANDLE cancer deep learning benchmark.
Performance Metrics
Analyze Test Configuration: ECP-CANDLE 0.3
Benchmark: P1B2
OpenBenchmarking.org metrics for this test profile configuration based on 122 public samples since 12 August 2020 with the latest data as of 16 September 2020.
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 0.3 - 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.
Recent Test Results
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7 Systems - 84 Benchmark Results |
AMD EPYC 7402P 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
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3 Systems - 259 Benchmark Results |
AMD EPYC 7F72 24-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.8.0-pts - GNOME Shell 3.36.4 |
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1 System - 69 Benchmark Results |
Intel Core i5-8265U - Raticate_WL - Intel Cannon Point-LP Ubuntu 20.04 - 5.4.0-33-generic - GNOME Shell 3.36.2 |
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1 System - 36 Benchmark Results |
AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.3 |
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1 System - 29 Benchmark Results |
Intel Xeon E3-1275 v6 - ASUS P10S-M WS - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.2 |
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1 System - 22 Benchmark Results |
Intel Core i9-9900K - ASRock Z390M Pro4 - Intel Cannon Lake PCH Ubuntu 20.04 - 5.9.0-050900rc1daily20200819-generic - GNOME Shell 3.36.4 |
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1 System - 28 Benchmark Results |
AMD Ryzen 7 2700X Eight-Core - ASUS ROG CROSSHAIR VII HERO - AMD 17h Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.3 |
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1 System - 84 Benchmark Results |
2 x AMD EPYC 7282 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
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Featured Desktop Comparison |
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Featured Kernel Comparison |
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Featured Kernel Comparison |
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3 Systems - 14 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.0-050800rc6daily20200726-generic - GNOME Shell 3.36.3 |
Most Popular Test Results
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Featured Kernel Comparison |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.1-050801-generic - GNOME Shell 3.36.3 |
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Featured Kernel Comparison |
AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4 |
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3 Systems - 81 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.0-050800rc6daily20200726-generic - GNOME Shell 3.36.3 |
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Featured Processor Comparison |
AMD Ryzen 5 2600 Six-Core - Gigabyte A320M-S2H-CF - AMD 17h Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
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1 System - 348 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.04 - 5.4.0-7634-generic - GNOME Shell 3.36.3 |
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Featured Kernel Comparison |
Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc2daily20200826-generic - GNOME Shell 3.36.4 |
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3 Systems - 44 Benchmark Results |
Intel Core i9-9900K - ASRock Z390M Pro4 - Intel Cannon Lake PCH Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.2 |
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1 System - 311 Benchmark Results |
AMD Ryzen 5 2600 Six-Core - Gigabyte A320M-S2H-CF - AMD 17h Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
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3 Systems - 79 Benchmark Results |
Intel Core i3-8100 - ASRock Z370M-ITX/ac - Intel 8th Gen Core 4-core Desktop Ubuntu 20.04 - 5.9.0-050900rc1daily20200819-generic - GNOME Shell 3.36.4 |
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3 Systems - 112 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.0-050800daily20200707-generic - GNOME Shell 3.36.3 |
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2 Systems - 112 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.6.11-050611-generic - GNOME Shell 3.36.1 |
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Featured Kernel Comparison |
Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |