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 922 public results since 25 August 2021 with the latest data as of 8 September 2023.
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 0.28 - Backend: Eigen) has an average run-time of 25 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 0.8%.
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.
Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.
This test profile binary relies on the shared libraries libopenblas.so.0, libOpenCL.so.1, libz.so.1, libm.so.6, libc.so.6, libgfortran.so.5, libquadmath.so.0.
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 - 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 - 6 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - Gigabyte X570 AORUS PRO - 2 x 16384 MB 3600MHz F4-3600C19-16GSXWB Microsoft Windows 10 Pro Build 19045 - 10.0.19045.3324 - 31.0.21029.6002 |
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1 System - 32 Benchmark Results |
Intel Core i7-12850HX - Dell Precision 7670 [05JPMC] - 1 x 32768 MB 4800MHz KV3H4X-HYM-I Microsoft Windows 10 Enterprise Build 19045 - 10.0.19045.3324 - 528.79 |
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1 System - 52 Benchmark Results |
Rockchip ARMv8 Cortex-A76 - FriendlyElec NanoPC-T6 - 16GB Ubuntu 22.04 - 5.10.160 - GNOME Shell 42.9 |
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1 System - 84 Benchmark Results |
2 x AMD EPYC 7713 64-Core - GIGABYTE MZ72-HB0-00 v01020102 - AMD Starship Ubuntu 22.04 - 5.15.0-69-generic - X Server 1.21.1.3 |
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1 System - 195 Benchmark Results |
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1 System - 195 Benchmark Results
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15 Systems - 183 Benchmark Results
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AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8 Ubuntu 22.10 - 6.2.0-060200rc7daily20230206-generic - GNOME Shell 43.1
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1 System - 6 Benchmark Results
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POWER9 - PowerNV FP5280G2 - 512GB CentOS Stream 8 - 4.18.0-448.el8.ppc64le - GNOME Shell 3.32.2
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1 System - 82 Benchmark Results
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AMD EPYC 7313 16-Core - GIGABYTE MZE2-G10-00 v01010101 - AMD Starship Debian 12 - 6.2.16-3-pve - X Server
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1 System - 100 Benchmark Results
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AMD Ryzen 9 7950X 16-Core - Gigabyte B650 AORUS ELITE AX - AMD Device 14d8 Ubuntu 22.04 - 5.15.0-79-generic - X Server
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5 Systems - 87 Benchmark Results
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ARMv8 Neoverse-V1 - Amazon EC2 m7g.16xlarge - Amazon Device 0200 Ubuntu 22.04 - 5.19.0-1025-aws - GCC 11.3.0
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1 System - 46 Benchmark Results
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Intel Xeon W-3235 - Blade ShadowM - 2 x 16384 MB 2400MHz Blade CXT4A4J78HUIEG-T8G Microsoft Windows 10 Famille Build 19045 - 10.0.19045.3208 - 536.40
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9 Systems - 139 Benchmark Results
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AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 23.04 - 6.4.0-060400-generic - GNOME Shell 44.2
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1 System - 6 Benchmark Results
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Intel Core i5-10400F - Alienware 0N43JM - 2 x 8192 MB 2400MHz XJ69DF-MIE2 Microsoft Windows 10 Home Build 19045 - 10.0.19045.3208 - 528.24 |
Featured OS Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - 2 x 8192 MB 3600MHz F4-3600C16-8GTRG Microsoft Windows 11 Pro Build 22000 - 10.0 - 471.68 |
5 Systems - 94 Benchmark Results |
ARMv8 Neoverse-V1 - Amazon EC2 c7g.4xlarge - Amazon Device 0200 Ubuntu 22.04 - 5.15.0-1004-aws - GCC 11.2.0 |
13 Systems - 333 Benchmark Results |
Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
3 Systems - 531 Benchmark Results |
AMD Ryzen 7 5800X3D 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 22.04 - 5.17.4-051704-generic - GNOME Shell 42.0 |
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 |
2 Systems - 16 Benchmark Results |
Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 21.04 - 5.11.0-25-generic - 1.0.2 |
4 Systems - 541 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 22.04 - 5.17.4-051704-generic - GNOME Shell 42.0 |
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 |
Featured Processor Comparison |
Intel Core i5-12600K - ASRock B660M-HDV - Intel Device 7aa7 Ubuntu 22.04 - 5.18.0-051800-generic - GNOME Shell 42.1 |
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 |
Featured Processor Comparison |
AMD Ryzen 7 5800X3D 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 22.04 - 5.17.4-051704-generic - GNOME Shell 42.0 |
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 |
2 Systems - 161 Benchmark Results |
Intel Core i3-7100 - Gigabyte B250M-DS3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.10 - 5.8.0-55-generic - GNOME Shell 3.38.1 |
2 Systems - 226 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
2 Systems - 219 Benchmark Results |
AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir Arch rolling - 5.18.16-arch1-1 - KDE Plasma 5.25.4 |