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&rdt&grs.

lczero-gpusProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970Core 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 250GBASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)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 10.0ext43840x2160Device 6GB (1365/7000MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)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 RTX 2070: GPU Compute Cores: 2304- GeForce RTX 2060: GPU Compute Cores: 1920- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1070 Ti: GPU Compute Cores: 2432- GeForce TITAN RTX: GPU Compute Cores: 4608- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce RTX 2080: GPU Compute Cores: 2944- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1080 Ti: GPU Compute Cores: 3584- GeForce RTX 2080 Ti: GPU Compute Cores: 4352- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 970: GPU Compute Cores: 1664- 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: CUDA + cuDNNlczero: OpenCLlczero: CUDA + cuDNN FP16lczero: BLASGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970Core i9 9900K OpenBLAS6201251616656509921991475840102088431721411037744052569548452397726731402040328531355663332809500418024861380218292989141126271171138.03OpenBenchmarking.org

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 97060120180240300Min: 44.3 / Avg: 83.6 / Max: 113.9Min: 42.9 / Avg: 162.97 / Max: 223Min: 80.2 / Avg: 104.87 / Max: 145.6Min: 45.5 / Avg: 119.03 / Max: 191.2Min: 47.3 / Avg: 206.83 / Max: 357.5Min: 42.4 / Avg: 115 / Max: 222.4Min: 99.9 / Avg: 184.6 / Max: 269.3Min: 40.3 / Avg: 132.25 / Max: 179.3Min: 61.4 / Avg: 124.9 / Max: 188.4Min: 46.9 / Avg: 179.13 / Max: 257.3Min: 70.9 / Avg: 237.28 / Max: 322.9Min: 46.3 / Avg: 174.94 / Max: 241.9Min: 46.2 / Avg: 167.48 / Max: 233.9

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 97070140210280350Min: 42.1 / Avg: 137.19 / Max: 259.6Min: 67.7 / Avg: 187.27 / Max: 234.8Min: 68.3 / Avg: 124.65 / Max: 221.5Min: 76.2 / Avg: 169.7 / Max: 197.2Min: 96.4 / Avg: 268.62 / Max: 369.8Min: 75.7 / Avg: 180.33 / Max: 258.4Min: 79.3 / Avg: 220.7 / Max: 292.2Min: 60.1 / Avg: 164.69 / Max: 189.4Min: 96.1 / Avg: 228.22 / Max: 331.5Min: 89.5 / Avg: 233.92 / Max: 351.1Min: 105.8 / Avg: 194.24 / Max: 308.5Min: 79.2 / Avg: 224.06 / Max: 253.4Min: 77.9 / Avg: 181.33 / Max: 228.7

LeelaChessZero

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce RTX 2070GeForce RTX 2060GeForce TITAN RTXGeForce RTX 2080GeForce RTX 2080 Ti50100150200250Min: 44 / Avg: 97.1 / Max: 150.2Min: 61.2 / Avg: 106 / Max: 150.8Min: 64.6 / Avg: 147.25 / Max: 229.9Min: 57.9 / Avg: 155.1 / Max: 252.3Min: 45.4 / Avg: 95.6 / Max: 145.8

LeelaChessZero

Backend: CUDA + cuDNN

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce GTX 1060GeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970163248648074.1731.2938.2436.2750.1742.1321.5753.0316.0217.0815.69

LeelaChessZero

Backend: CUDA + cuDNN

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 9702K4K6K8K10KSE +/- 17.36, N = 3SE +/- 10.01, N = 3SE +/- 3.03, N = 3SE +/- 2.19, N = 3SE +/- 27.47, N = 3SE +/- 2.63, N = 3SE +/- 12.57, N = 3SE +/- 2.06, N = 3SE +/- 11.72, N = 3SE +/- 5.87, N = 3SE +/- 1.44, N = 3SE +/- 0.56, N = 3SE +/- 0.90, N = 3620150994010431710377484572672853663395003802298926271. (CXX) g++ options: -lpthread -lz

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 9709001800270036004500SE +/- 6.41, N = 3SE +/- 8.08, N = 3SE +/- 7.27, N = 3SE +/- 2.58, N = 3SE +/- 7.61, N = 3SE +/- 4.63, N = 3SE +/- 6.19, N = 3SE +/- 1.38, N = 3SE +/- 2.21, N = 3SE +/- 17.69, N = 3SE +/- 3.84, N = 3SE +/- 1.95, N = 3SE +/- 1.88, N = 325162199208821414405239731401355328041801829141111711. (CXX) g++ options: -lpthread -lz

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 97051015202518.3411.7416.7512.6216.4013.2914.238.2314.3717.879.416.306.46

LeelaChessZero

Backend: CUDA + cuDNN FP16

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNN FP16GeForce RTX 2070GeForce RTX 2060GeForce TITAN RTXGeForce RTX 2080GeForce RTX 2080 Ti6K12K18K24K30KSE +/- 100.19, N = 3SE +/- 93.23, N = 3SE +/- 260.32, N = 3SE +/- 118.57, N = 3SE +/- 165.37, N = 316656147582569520403248611. (CXX) g++ options: -lpthread -lz

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

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce RTX 2070GeForce RTX 2060GeForce GTX 1070GeForce GTX 1070 TiGeForce TITAN RTXGeForce GTX 1080GeForce RTX 2080GeForce GTX 1060GeForce GTX 1080 TiGeForce RTX 2080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 97070140210280350Min: 42.1 / Avg: 110.9 / Max: 259.6Min: 42.9 / Avg: 143.88 / Max: 234.8Min: 42.6 / Avg: 119.88 / Max: 223.2Min: 45.5 / Avg: 128.25 / Max: 197.2Min: 47.3 / Avg: 176.98 / Max: 369.8Min: 42.4 / Avg: 138.67 / Max: 258.4Min: 43.9 / Avg: 163.75 / Max: 294.2Min: 40.3 / Avg: 130.73 / Max: 189.4Min: 48 / Avg: 167.21 / Max: 331.5Min: 45.1 / Avg: 155.56 / Max: 351.1Min: 52.2 / Avg: 181.81 / Max: 322.9Min: 46.3 / Avg: 176.62 / Max: 253.4Min: 46.2 / Avg: 151.08 / Max: 233.9

Phoronix Test Suite v10.8.5