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 298 public results since 12 August 2020 with the latest data as of 19 February 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.
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.
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.
1 System - 241 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASRock X570 Phantom Gaming-ITX/TB3 - AMD Starship Ubuntu 20.10 - 5.8.0-41-lowlatency - X Server 1.20.9 |
3 Systems - 6 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.11.0-rc1-phx - GNOME Shell 3.38.1 |
Featured Kernel Comparison |
|
Featured Kernel Comparison |
|
Featured Kernel Comparison |
|
Featured Kernel Comparison |
|
3 Systems - 10 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1 |
Featured Kernel Comparison |
|
1 System - 92 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4 |
7 Systems - 349 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
6 Systems - 349 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
Featured Processor Comparison |
Featured Kernel Comparison |
Intel Core i5-9400F - MSI B360M GAMING PLUS - Intel Cannon Lake PCH Ubuntu 20.04 - 5.4.0-21-generic - GNOME Shell 3.36.0 |
Featured Processor Comparison |
Intel Xeon Gold 5218 - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
3 Systems - 138 Benchmark Results |
Intel Xeon E3-1245 v5 - MSI C236A WORKSTATION - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4 |
Featured Kernel Comparison |
Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
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 |
3 Systems - 44 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 |
3 Systems - 259 Benchmark Results |
AMD EPYC 7F72 24-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.9.0-rc4-pts - GNOME Shell 3.36.4 |
7 Systems - 84 Benchmark Results |
AMD EPYC 7302P 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
Featured Kernel Comparison |
Intel Core i5-4670 - MSI B85M-P33 - Intel 4th Gen Core DRAM Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.3 |
Featured Processor Comparison |
AMD Ryzen 7 3700X 8-Core - Gigabyte A320M-S2H-CF - AMD Starship Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
Featured Kernel Comparison |
AMD Ryzen 3 3300X 4-Core - MSI B350M GAMING PRO - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc1daily20200819-generic - GNOME Shell 3.36.4 |
Featured Kernel Comparison |
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 |