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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1901133-PTS-LCZEROGP46
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GeForce GTX 970
January 13 2019
  2 Minutes
GeForce GTX 980
January 13 2019
  2 Minutes
GeForce GTX 980 Ti
January 13 2019
  2 Minutes
GeForce GTX 1070
January 13 2019
  2 Minutes
GeForce GTX 1070 Ti
January 13 2019
  1 Minute
GeForce GTX 1060
January 13 2019
  2 Minutes
GeForce GTX 1080
January 13 2019
  1 Minute
GeForce GTX 1080 Ti
January 13 2019
  1 Minute
GeForce RTX 2060
January 13 2019
  1 Minute
GeForce RTX 2070
January 13 2019
  2 Minutes
GeForce RTX 2080
January 13 2019
  1 Minute
GeForce RTX 2080 Ti
January 13 2019
  1 Minute
GeForce TITAN RTX
January 13 2019
  1 Minute
Core i9 9900K OpenBLAS
January 13 2019
  7 Minutes
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  2 Minutes

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lczero-gpusOpenBenchmarking.orgPhoronix Test SuiteIntel 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)NVIDIA 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)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 10.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionLczero-gpus PerformanceSystem Logs- --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 -v - Scaling Governor: intel_pstate performance- 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: 1664- __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 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 OpenBLAS2627117129891411380218294010208843172141285313554845239766333280509921991475862012516166567267314020403950041802486110377440525695138.03OpenBenchmarking.org

LeelaChessZero

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 106060120180240300Min: 47.3 / Avg: 206.83 / Max: 357.5Min: 46.9 / Avg: 179.13 / Max: 257.3Min: 99.9 / Avg: 184.6 / Max: 269.3Min: 44.3 / Avg: 83.6 / Max: 113.9Min: 42.9 / Avg: 162.97 / Max: 223Min: 70.9 / Avg: 237.28 / Max: 322.9Min: 46.3 / Avg: 174.94 / Max: 241.9Min: 46.2 / Avg: 167.48 / Max: 233.9Min: 61.4 / Avg: 124.9 / Max: 188.4Min: 42.4 / Avg: 115 / Max: 222.4Min: 45.5 / Avg: 119.03 / Max: 191.2Min: 80.2 / Avg: 104.87 / Max: 145.6Min: 40.3 / Avg: 132.25 / Max: 179.3

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 106070140210280350Min: 96.4 / Avg: 268.62 / Max: 369.8Min: 89.5 / Avg: 233.92 / Max: 351.1Min: 79.3 / Avg: 220.7 / Max: 292.2Min: 42.1 / Avg: 137.19 / Max: 259.6Min: 67.7 / Avg: 187.27 / Max: 234.8Min: 105.8 / Avg: 194.24 / Max: 308.5Min: 79.2 / Avg: 224.06 / Max: 253.4Min: 77.9 / Avg: 181.33 / Max: 228.7Min: 96.1 / Avg: 228.22 / Max: 331.5Min: 75.7 / Avg: 180.33 / Max: 258.4Min: 76.2 / Avg: 169.7 / Max: 197.2Min: 68.3 / Avg: 124.65 / Max: 221.5Min: 60.1 / Avg: 164.69 / Max: 189.4

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 206050100150200250Min: 64.6 / Avg: 147.25 / Max: 229.9Min: 45.4 / Avg: 95.6 / Max: 145.8Min: 57.9 / Avg: 155.1 / Max: 252.3Min: 44 / Avg: 97.1 / Max: 150.2Min: 61.2 / Avg: 106 / Max: 150.8

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1060163248648050.1753.0374.1731.2916.0217.0815.6942.1336.2738.2421.57

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 10602K4K6K8K10KSE +/- 27.47, N = 3SE +/- 5.87, N = 3SE +/- 12.57, N = 3SE +/- 17.36, N = 3SE +/- 10.01, N = 3SE +/- 1.44, N = 3SE +/- 0.56, N = 3SE +/- 0.90, N = 3SE +/- 11.72, N = 3SE +/- 2.63, N = 3SE +/- 2.19, N = 3SE +/- 3.03, N = 3SE +/- 2.06, N = 3103779500726762015099380229892627663348454317401028531. (CXX) g++ options: -lpthread -lz

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 10609001800270036004500SE +/- 7.61, N = 3SE +/- 17.69, N = 3SE +/- 6.19, N = 3SE +/- 6.41, N = 3SE +/- 8.08, N = 3SE +/- 3.84, N = 3SE +/- 1.95, N = 3SE +/- 1.88, N = 3SE +/- 2.21, N = 3SE +/- 4.63, N = 3SE +/- 2.58, N = 3SE +/- 7.27, N = 3SE +/- 1.38, N = 344054180314025162199182914111171328023972141208813551. (CXX) g++ options: -lpthread -lz

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 106051015202516.4017.8714.2318.3411.749.416.306.4614.3713.2912.6216.758.23

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNN FP16GeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 20606K12K18K24K30KSE +/- 260.32, N = 3SE +/- 165.37, N = 3SE +/- 118.57, N = 3SE +/- 100.19, N = 3SE +/- 93.23, N = 325695248612040316656147581. (CXX) g++ options: -lpthread -lz

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

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce TITAN RTXGeForce RTX 2080 TiGeForce RTX 2080GeForce RTX 2070GeForce RTX 2060GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 106070140210280350Min: 47.3 / Avg: 176.98 / Max: 369.8Min: 45.1 / Avg: 155.56 / Max: 351.1Min: 43.9 / Avg: 163.75 / Max: 294.2Min: 42.1 / Avg: 110.9 / Max: 259.6Min: 42.9 / Avg: 143.88 / Max: 234.8Min: 52.2 / Avg: 181.81 / Max: 322.9Min: 46.3 / Avg: 176.62 / Max: 253.4Min: 46.2 / Avg: 151.08 / Max: 233.9Min: 48 / Avg: 167.21 / Max: 331.5Min: 42.4 / Avg: 138.67 / Max: 258.4Min: 45.5 / Avg: 128.25 / Max: 197.2Min: 42.6 / Avg: 119.88 / Max: 223.2Min: 40.3 / Avg: 130.73 / Max: 189.4

10 Results Shown

LeelaChessZero:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
  CUDA + cuDNN:
    Nodes Per Second Per Watt
LeelaChessZero:
  CUDA + cuDNN
  OpenCL
LeelaChessZero
LeelaChessZero:
  CUDA + cuDNN FP16
  BLAS
System Power Consumption Monitor