LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark lczero.
OpenBenchmarking.org metrics for this test profile configuration based on 646 public results since 6 September 2020 with the latest data as of 3 April 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 (LeelaChessZero 0.26 - Backend: Eigen) has an average run-time of 23 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.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.2%.
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.
12 Systems - 453 Benchmark Results |
Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
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Featured Graphics Comparison |
NVIDIA GeForce RTX 2060 6GB - NVIDIA GeForce RTX 2060 SUPER 8GB - ASUS NVIDIA GeForce RTX 2070 8GB - NVIDIA GeForce RTX 2070 SUPER 8GB - Zotac NVIDIA GeForce RTX 2080 8GB - NVIDIA GeForce RTX 2080 SUPER 8GB - NVIDIA GeForce RTX 2080 Ti 11GB - NVIDIA TITAN RTX 24GB - eVGA NVIDIA GeForce RTX 3060 12GB - NVIDIA GeForce RTX 3060 Ti 8GB - NVIDIA GeForce RTX 3070 8GB - NVIDIA GeForce RTX 3080 10GB - NVIDIA GeForce RTX 3090 24GB |
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3 Systems - 99 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7 |
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1 System - 212 Benchmark Results |
Intel Core i5-8250U - LENOVO 20L7CTO1WW - Intel Xeon E3-1200 v6 Debian testing - 5.10.0-5-amd64 - GNOME Shell 3.38.4 |
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3 Systems - 100 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7 |
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9 Systems - 442 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
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1 System - 7 Benchmark Results |
2 x AMD EPYC 7502 32-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.4.0-70-generic - GCC 9.3.0 |
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1 System - 272 Benchmark Results |
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26 Systems - 438 Benchmark Results
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AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4
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1 System - 272 Benchmark Results
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1 System - 323 Benchmark Results
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Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3
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25 Systems - 438 Benchmark Results
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AMD EPYC 7713 64-Core - TYAN S8030GM2NE - AMD Starship Fedora 33 - 5.11.7-200.fc33.x86_64 - GNOME Shell 3.38.4 |
6 Systems - 143 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.7-xanmod1 - GNOME Shell 3.38.1 |
4 Systems - 7 Benchmark Results |
AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4 |
14 Systems - 3 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 - 131 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.9.0-050900daily20201012-generic - GNOME Shell 3.36.4 |
3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - GNOME Shell 3.36.4 |
3 Systems - 191 Benchmark Results |
AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
Featured Kernel Comparison |
AMD Ryzen 3 3300X 4-Core - MSI B350M GAMING PRO - AMD Starship Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4 |
8 Systems - 439 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
3 Systems - 100 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4 |
3 Systems - 23 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 |
3 Systems - 376 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1 |
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 |