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 936 public results since 25 August 2021 with the latest data as of 12 December 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: BLAS) has an average run-time of 27 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 0.9%.
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.
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 - 301 Benchmark Results |
AMD A8-9600 RADEON R7 10 COMPUTE CORES 4C+6G - ASRock A320M-HDV R4.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
1 System - 7 Benchmark Results |
QEMU Virtual 2.5+ - QEMU Standard PC - Intel 440FX 82441FX PMC Debian 11 - 5.10.0-26-amd64 - GNOME Shell 3.38.6 |
1 System - 7 Benchmark Results |
QEMU Virtual 2.5+ - QEMU Standard PC - Intel 440FX 82441FX PMC Debian 11 - 5.10.0-26-amd64 - GNOME Shell 3.38.6 |
1 System - 7 Benchmark Results |
Intel Xeon E31220 - Dell PowerEdge R210 II [03X6X0] - Intel Xeon E3-1200 DRAM Ubuntu 22.04 - 5.15.0-91-generic - GCC 11.4.0 |
1 System - 7 Benchmark Results |
Intel Core i3-10105 - ASRock B560M Steel Legend - Intel Tiger Lake-H Debian 12 - 6.1.0-15-amd64 - GNOME Shell 43.9 |
1 System - 6 Benchmark Results |
2 x QEMU Virtual 2.5+ - (4.2023.08-1 BIOS) - 1 x 8032 MB 0MHz QEMU Microsoft Windows Server 2019 Standard Evaluation Build 17763 - 10.0.17763.5122 - 10.0.17763.1 |
1 System - 7 Benchmark Results |
2 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 440FX 82441FX PMC Ubuntu 22.04 - 5.15.0-91-generic - GNOME Shell 42.9 |
1 System - 6 Benchmark Results |
Intel Xeon E5-2620 v4 - Placa-me - 1 x 3474 MB 48MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.2965 - 10.0.19041.868 |
1 System - 6 Benchmark Results |
Intel Xeon E5-2620 v4 - Placa-me - 1 x 3576 MB 48MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.2965 - 10.0.19041.868 |
1 System - 6 Benchmark Results |
Intel Xeon E5-2620 v4 - Placa-me - 1 x 3372 MB 48MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.3693 - 10.0.19041.3636 |
1 System - 7 Benchmark Results |
Intel Core i5-13600K - MSI MPG Z690 EDGE WIFI - 2 x 16384 MB 6600MHz Corsair CMK32GX5M2X6600C32 Microsoft Windows 10 Pro Build 19045 - 10.0.19045.2251 - 537.42 |
1 System - 307 Benchmark Results |
Intel Core i3-10100 - ASRock H510M-HVS - Intel Device 43ef Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
2 Systems - 110 Benchmark Results |
Intel Core i5-9500T - HP 8598 - Intel Cannon Lake PCH Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7 |
1 System - 110 Benchmark Results |
AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7 |
1 System - 6 Benchmark Results |
2 x Intel Xeon E5-2620 v4 - Placa-me - 1 x 3576 MB 48MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.3693 - 10.0.19041.3636 |
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 |
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 |
13 Systems - 333 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
5 Systems - 94 Benchmark Results |
AMD EPYC 7R13 - Amazon EC2 c6a.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 5.15.0-1004-aws - GCC 11.2.0 |
4 Systems - 541 Benchmark Results |
AMD Ryzen Threadripper 1900X 8-Core - ASUS PRIME X399-A - AMD 17h Linuxmint 20.3 - 5.13.0-39-generic - Cinnamon 5.2.7 |
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 |
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 |
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 |
2 Systems - 705 Benchmark Results |
AMD EPYC 7713 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 22.04 - 5.15.0-47-generic - GNOME Shell 42.4 |
16 Systems - 333 Benchmark Results |
Intel Core i9-13900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
5 Systems - 396 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 23.04 - 6.2.0-060200rc8daily20230213-generic - GNOME Shell 43.2 |
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 |
12 Systems - 69 Benchmark Results |
2 x AMD EPYC 7773X 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 23.04 - 6.2.0-23-generic - GNOME Shell 44.0 |
Featured Kernel Comparison |
Intel Core i9-12900K - ASUS ROG STRIX Z690-E GAMING WIFI - Intel Device 7aa7 Ubuntu 22.04 - 5.15.0-051500-generic - GNOME Shell 40.5 |