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 151 public results since 16 December 2023 with the latest data as of 11 March 2024.
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 0.30 - Backend: BLAS) has an average run-time of 32 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%.
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 - 7 Benchmark Results |
AMD Ryzen Threadripper PRO 7965WX 24-Cores - ASUS Pro WS WRX90E-SAGE SE - AMD Device 14a4 Debian 12 - 6.1.0-18-amd64 - KDE Plasma 5.27.5 |
1 System - 205 Benchmark Results |
rk1-mainline-emmc - Turing Machines RK1 - 32GB Ubuntu 22.04 - 6.7.0 - 1.3.255 |
1 System - 201 Benchmark Results |
rk1-rok-emmc - Turing Machines RK1 - 32GB Ubuntu 22.04 - 5.10.160-rockchip - GCC 11.4.0 |
4 Systems - 125 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-17-generic - GCC 13.2.0 |
3 Systems - 125 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-17-generic - GCC 13.2.0 |
2 Systems - 390 Benchmark Results |
ARMv8 Cortex-A76 - BCM2835 Raspberry Pi 5 Model B Rev 1.0 - 8GB Ubuntu 23.10 - 6.5.0-1011-raspi - GNOME Shell 45.2 |
Featured Processor Comparison |
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3 Systems - 205 Benchmark Results |
ARMv8 Cortex-A76 - Turing Machines RK1 - 32GB Ubuntu 22.04 - 6.7.0 - 1.3.255 |
3 Systems - 415 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - 4096MB Debian 12 - 6.1.0-rpi7-rpi-2712 - GCC 12.2.0 |
3 Systems - 489 Benchmark Results |
ARMv8 Cortex-A76 - Turing Machines RK1 - 32GB Ubuntu 22.04 - 6.7.0 - 1.3.255 |
1 System - 23 Benchmark Results |
ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711 Debian 12 - 6.1.0-rpi6-rpi-v8 - X Server |
4 Systems - 23 Benchmark Results |
ARMv8 Cortex-A72 - Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711 Debian 12 - 6.1.0-rpi8-rpi-v8 - X Server |
3 Systems - 10 Benchmark Results |
ARMv8 Cortex-A72 - Raspberry Pi 400 Rev 1.0 - Broadcom BCM2711 Debian 12 - 6.1.0-rpi8-rpi-v8 - X Server |
1 System - 27 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - 4096MB Debian 12 - 6.1.0-rpi7-rpi-2712 - GCC 12.2.0 |
2 Systems - 27 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - 4096MB Debian 12 - 6.1.0-rpi7-rpi-2712 - GCC 12.2.0 |
2 Systems - 831 Benchmark Results |
Intel Core Ultra 7 155H - MTL Coral_MTH - Intel Device 7e7f Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1 |
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2 Systems - 41 Benchmark Results |
Intel Core i7-1185G7 - Dell 0DXP1F - Intel Tiger Lake-LP Ubuntu 22.04 - 6.2.0-36-generic - GNOME Shell 42.2 |
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4 Systems - 100 Benchmark Results |
AMD Ryzen Threadripper PRO 5965WX 24-Cores - ASUS Pro WS WRX80E-SAGE SE WIFI - AMD Starship Ubuntu 23.10 - 6.5.0-13-generic - GNOME Shell 45.0 |
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3 Systems - 84 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0 |
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3 Systems - 69 Benchmark Results |
Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers Debian 12 - 6.1.0-11-amd64 - X Server |
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2 Systems - 262 Benchmark Results |
AMD EPYC 7F32 8-Core - ASRockRack EPYCD8 - AMD Starship Debian 12 - 6.1.0-11-amd64 - X Server |
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4 Systems - 44 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - ASUS Pro WS TRX50-SAGE WIFI - AMD Device 14a4 Ubuntu 23.10 - 6.7.0-060700rc2daily20231126-generic - GNOME Shell 45.0 |
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2 Systems - 10 Benchmark Results |
AMD Ryzen Threadripper PRO 7995WX 96-Cores - HP 8B24 - AMD Device 14a4 Ubuntu 23.10 - 6.5.0-14-generic - GNOME Shell 45.0 |
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3 Systems - 22 Benchmark Results |
AMD Ryzen 7 4700U - LENOVO LNVNB161216 - AMD Renoir Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0 |
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2 Systems - 130 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM Ubuntu 23.04 - 6.2.0-36-generic - GNOME Shell 44.3 |
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2 Systems - 103 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - ASUS Pro WS TRX50-SAGE WIFI - AMD Device 14a4 Pop 22.04 - 6.6.6-76060606-generic - GNOME Shell 42.5 |
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3 Systems - 64 Benchmark Results |
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3 Systems - 134 Benchmark Results
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Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.2.0-36-generic - GNOME Shell 42.2
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2 Systems - 2 Benchmark Results
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2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0
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4 Systems - 2 Benchmark Results
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Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0 |