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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
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
Invert Behavior (Only Show Selected Data)
  2 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


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: OpenCLlczero: CUDA + cuDNNlczero: 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 OpenBLAS1171262714112989182938022088401021414317135528532397484532806633219950991475825166201166563140726720403418095002486144051037725695138.03OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX70140210280350Min: 40.3 / Avg: 130.73 / Max: 189.4Min: 42.6 / Avg: 119.88 / Max: 223.2Min: 45.5 / Avg: 128.25 / Max: 197.2Min: 42.4 / Avg: 138.67 / Max: 258.4Min: 48 / Avg: 167.21 / Max: 331.5Min: 46.2 / Avg: 151.08 / Max: 233.9Min: 46.3 / Avg: 176.62 / Max: 253.4Min: 52.2 / Avg: 181.81 / Max: 322.9Min: 42.9 / 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

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX5101520258.2316.7512.6213.2914.376.466.309.4111.7418.3414.2317.8716.40

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080 TiGeForce TITAN RTX163248648021.5738.2436.2742.1315.6917.0816.0231.2974.1753.0350.17

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX9001800270036004500SE +/- 1.38, N = 3SE +/- 7.27, N = 3SE +/- 2.58, N = 3SE +/- 4.63, N = 3SE +/- 2.21, N = 3SE +/- 1.88, N = 3SE +/- 1.95, N = 3SE +/- 3.84, N = 3SE +/- 8.08, N = 3SE +/- 6.41, N = 3SE +/- 6.19, N = 3SE +/- 17.69, N = 3SE +/- 7.61, N = 313552088214123973280117114111829219925163140418044051. (CXX) g++ options: -lpthread -lz

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: CUDA + cuDNNGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX2K4K6K8K10KSE +/- 2.06, N = 3SE +/- 3.03, N = 3SE +/- 2.19, N = 3SE +/- 2.63, N = 3SE +/- 11.72, N = 3SE +/- 0.90, N = 3SE +/- 0.56, N = 3SE +/- 1.44, N = 3SE +/- 10.01, N = 3SE +/- 17.36, N = 3SE +/- 12.57, N = 3SE +/- 5.87, N = 3SE +/- 27.47, N = 3285340104317484566332627298938025099620172679500103771. (CXX) g++ options: -lpthread -lz

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

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

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX70140210280350Min: 60.1 / Avg: 164.69 / Max: 189.4Min: 68.3 / Avg: 124.65 / Max: 221.5Min: 76.2 / Avg: 169.7 / Max: 197.2Min: 75.7 / Avg: 180.33 / Max: 258.4Min: 96.1 / Avg: 228.22 / Max: 331.5Min: 77.9 / Avg: 181.33 / Max: 228.7Min: 79.2 / Avg: 224.06 / Max: 253.4Min: 105.8 / Avg: 194.24 / Max: 308.5Min: 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

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce RTX 2060GeForce RTX 2070GeForce RTX 2080GeForce RTX 2080 TiGeForce TITAN RTX60120180240300Min: 40.3 / Avg: 132.25 / Max: 179.3Min: 80.2 / Avg: 104.87 / Max: 145.6Min: 45.5 / Avg: 119.03 / Max: 191.2Min: 42.4 / Avg: 115 / Max: 222.4Min: 61.4 / Avg: 124.9 / Max: 188.4Min: 46.2 / Avg: 167.48 / Max: 233.9Min: 46.3 / Avg: 174.94 / Max: 241.9Min: 70.9 / Avg: 237.28 / Max: 322.9Min: 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

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

10 Results Shown

System Power Consumption Monitor:
  Phoronix Test Suite System Monitoring
  OpenCL
  CUDA + cuDNN
LeelaChessZero:
  OpenCL
  CUDA + cuDNN
  CUDA + cuDNN FP16
  BLAS
LeelaChessZero:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts