lczero-gpus

Intel Core i9-9900K testing with a ASUS PRIME Z390-A (0602 BIOS) and eVGA NVIDIA GeForce GTX 970 4GB on Ubuntu 18.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/1901133-PTS-LCZEROGP46&grr.

lczero-gpusProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTXCore i9 9900K OpenBLASIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MB2000GB SABRENT + Samsung SSD 970 EVO 250GBeVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 18.044.20.0-042000-generic (x86_64)Xfce 4.12X Server 1.19.6NVIDIA 415.254.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0ext43840x2160NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)Device 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1070 Ti: GPU Compute Cores: 2432- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1080 Ti: GPU Compute Cores: 3584- GeForce RTX 2060: GPU Compute Cores: 1920- GeForce RTX 2070: GPU Compute Cores: 2304- GeForce RTX 2080: GPU Compute Cores: 2944- GeForce RTX 2080 Ti: GPU Compute Cores: 4352- GeForce TITAN RTX: GPU Compute Cores: 4608- Core i9 9900K OpenBLAS: GPU Compute Cores: 1664Security Details- __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp

lczero-gpuslczero: BLASlczero: OpenCLlczero: CUDA + cuDNNlczero: CUDA + cuDNN FP16GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTXCore i9 9900K OpenBLAS1171262714112989182938022088401021414317135528532397484532806633219950991475825166201166563140726720403418095002486144051037725695138.03OpenBenchmarking.org

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: BLASCore i9 9900K OpenBLAS306090120150SE +/- 0.01, N = 3138.031. (CXX) g++ options: -lpthread -lz

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX9001800270036004500SE +/- 1.88, N = 3SE +/- 1.95, N = 3SE +/- 3.84, N = 3SE +/- 7.27, N = 3SE +/- 2.58, N = 3SE +/- 1.38, N = 3SE +/- 4.63, N = 3SE +/- 2.21, N = 3SE +/- 8.08, N = 3SE +/- 6.41, N = 3SE +/- 6.19, N = 3SE +/- 17.69, N = 3SE +/- 7.61, N = 311711411182920882141135523973280219925163140418044051. (CXX) g++ options: -lpthread -lz

LeelaChessZero

Backend: CUDA + cuDNN

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX2K4K6K8K10KSE +/- 0.90, N = 3SE +/- 0.56, N = 3SE +/- 1.44, N = 3SE +/- 3.03, N = 3SE +/- 2.19, N = 3SE +/- 2.06, N = 3SE +/- 2.63, N = 3SE +/- 11.72, N = 3SE +/- 10.01, N = 3SE +/- 17.36, N = 3SE +/- 12.57, N = 3SE +/- 5.87, N = 3SE +/- 27.47, N = 3262729893802401043172853484566335099620172679500103771. (CXX) g++ options: -lpthread -lz

LeelaChessZero

Backend: CUDA + cuDNN FP16

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNN FP16GeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX6K12K18K24K30KSE +/- 93.23, N = 3SE +/- 100.19, N = 3SE +/- 118.57, N = 3SE +/- 165.37, N = 3SE +/- 260.32, N = 314758166562040324861256951. (CXX) g++ options: -lpthread -lz

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX70140210280350Min: 46.2 / Avg: 151.08 / Max: 233.9Min: 46.3 / Avg: 176.62 / Max: 253.4Min: 52.2 / Avg: 181.81 / Max: 322.9Min: 42.6 / Avg: 119.88 / Max: 223.2Min: 45.5 / Avg: 128.25 / Max: 197.2Min: 40.3 / Avg: 130.73 / Max: 189.4Min: 42.4 / Avg: 138.67 / Max: 258.4Min: 48 / Avg: 167.21 / Max: 331.5Min: 42.9 / Avg: 143.88 / Max: 234.8Min: 42.1 / Avg: 110.9 / Max: 259.6Min: 43.9 / Avg: 163.75 / Max: 294.2Min: 45.1 / Avg: 155.56 / Max: 351.1Min: 47.3 / Avg: 176.98 / Max: 369.8

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX50100150200250Min: 61.2 / Avg: 106 / Max: 150.8Min: 44 / Avg: 97.1 / Max: 150.2Min: 57.9 / Avg: 155.1 / Max: 252.3Min: 45.4 / Avg: 95.6 / Max: 145.8Min: 64.6 / Avg: 147.25 / Max: 229.9

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX60120180240300Min: 46.2 / Avg: 167.48 / Max: 233.9Min: 46.3 / Avg: 174.94 / Max: 241.9Min: 70.9 / Avg: 237.28 / Max: 322.9Min: 80.2 / Avg: 104.87 / Max: 145.6Min: 45.5 / Avg: 119.03 / Max: 191.2Min: 40.3 / Avg: 132.25 / Max: 179.3Min: 42.4 / Avg: 115 / Max: 222.4Min: 61.4 / Avg: 124.9 / Max: 188.4Min: 42.9 / Avg: 162.97 / Max: 223Min: 44.3 / Avg: 83.6 / Max: 113.9Min: 99.9 / Avg: 184.6 / Max: 269.3Min: 46.9 / Avg: 179.13 / Max: 257.3Min: 47.3 / Avg: 206.83 / Max: 357.5

LeelaChessZero

Backend: CUDA + cuDNN

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce RTX 2060GeForce RTX 2070GeForce RTX 2080 TiGeForce TITAN RTX163248648015.6917.0816.0238.2436.2721.5742.1331.2974.1753.0350.17

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX70140210280350Min: 77.9 / Avg: 181.33 / Max: 228.7Min: 79.2 / Avg: 224.06 / Max: 253.4Min: 105.8 / Avg: 194.24 / Max: 308.5Min: 68.3 / Avg: 124.65 / Max: 221.5Min: 76.2 / Avg: 169.7 / Max: 197.2Min: 60.1 / Avg: 164.69 / Max: 189.4Min: 75.7 / Avg: 180.33 / Max: 258.4Min: 96.1 / Avg: 228.22 / Max: 331.5Min: 67.7 / Avg: 187.27 / Max: 234.8Min: 42.1 / Avg: 137.19 / Max: 259.6Min: 79.3 / Avg: 220.7 / Max: 292.2Min: 89.5 / Avg: 233.92 / Max: 351.1Min: 96.4 / Avg: 268.62 / Max: 369.8

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1060GeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX5101520256.466.309.4116.7512.628.2313.2914.3711.7418.3414.2317.8716.40

Phoronix Test Suite v10.8.4