NVIDIA GPU Compute Ubuntu Linux Benchmarks

Some benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009203-FI-GPUCOMPUT97
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 16 Tests
OpenCL 5 Tests
Server CPU Tests 2 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 950
September 10 2020
  1 Hour, 19 Minutes
GTX 960
September 10 2020
  1 Hour, 18 Minutes
GTX 970
September 06 2020
  2 Hours, 41 Minutes
GTX 980
September 07 2020
  2 Hours, 1 Minute
GTX 980 Ti
September 07 2020
  1 Hour, 45 Minutes
GTX TITAN X
September 09 2020
  1 Hour, 5 Minutes
GTX 1050 Ti
September 10 2020
  1 Hour, 21 Minutes
GTX 1060
September 08 2020
  2 Hours, 57 Minutes
GTX 1070
September 07 2020
  2 Hours, 35 Minutes
GTX 1070 Ti
September 06 2020
  1 Hour, 52 Minutes
GTX 1080
September 07 2020
  2 Hours, 31 Minutes
GTX 1650
September 09 2020
  3 Hours, 12 Minutes
GTX 1650 SUPER
September 08 2020
  2 Hours, 55 Minutes
GTX 1660
September 09 2020
  2 Hours, 36 Minutes
GTX 1660 SUPER
September 07 2020
  1 Hour, 43 Minutes
GTX 1660 Ti
September 09 2020
  2 Hours, 28 Minutes
RTX 2060
September 08 2020
  2 Hours, 36 Minutes
RTX 2060 SUPER
September 09 2020
  1 Hour, 21 Minutes
RTX 2070
September 09 2020
  2 Hours, 39 Minutes
RTX 2070 SUPER
September 08 2020
  1 Hour, 59 Minutes
RTX 2080
September 08 2020
  2 Hours, 4 Minutes
RTX 2080 SUPER
September 08 2020
  2 Hours
RTX 2080 Ti
September 07 2020
  2 Hours, 36 Minutes
TITAN RTX
September 06 2020
  2 Hours, 51 Minutes
Invert Hiding All Results Option
  2 Hours, 11 Minutes

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NVIDIA GPU Compute Ubuntu Linux BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600eVGA NVIDIA GeForce GTX 950 2GB (1202/3304MHz)eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz)eVGA 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 TITAN X 12GB (1001/3505MHz)eVGA NVIDIA GeForce GTX 1050 Ti 4GB (1354/3504MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (420/405MHz)DELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GPU Compute Ubuntu Linux Benchmarks 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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 950: GPU Compute Cores: 768- GTX 960: GPU Compute Cores: 1024- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX 980 Ti: GPU Compute Cores: 2816- GTX TITAN X: GPU Compute Cores: 3072- GTX 1050 Ti: GPU Compute Cores: 768- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1650: GPU Compute Cores: 896- GTX 1650 SUPER: GPU Compute Cores: 1280- GTX 1660: GPU Compute Cores: 1408- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- Python 3.8.2- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXResult OverviewPhoronix Test Suite100%358%616%874%1131%clpeakMandelGPUOctaneBenchPlaidMLcl-memRodiniaFAHBenchLuxCoreRender OpenCLArrayFireFinanceBenchGROMACSNAMD CUDALeelaChessZeroMixbenchViennaCL

NVIDIA GPU Compute Ubuntu Linux Benchmarksfahbench: gromacs-gpu: Water Benchmarknamd-cuda: ATPase Simulation - 327,506 Atomsmixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionmixbench: OpenCL - Integermixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integeroctanebench: Total Scoreluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodrodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTneatbench: GPUfinancebench: Black-Scholes OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copymandelgpu: GPUviennacl: OpenCL LU Factorizationredshift: hashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSgeekbench: GPU OpenCLgeekbench: GPU OpenCL - Sobelgeekbench: GPU OpenCL - Stereo Matchinggeekbench: GPU OpenCL - Cannygeekbench: GPU OpenCL - Histogram Equalizationgeekbench: GPU OpenCL - Gaussian Blurgeekbench: GPU OpenCL - Face Detectiongeekbench: GPU OpenCL - Feature Matchinggeekbench: GPU OpenCL - Particle Physicsgeekbench: GPU Vulkangeekbench: GPU Vulkan - Sobelgeekbench: GPU Vulkan - Stereo Matchinggeekbench: GPU Vulkan - Cannygeekbench: GPU Vulkan - Histogram Equalizationgeekbench: GPU Vulkan - Gaussian Blurgeekbench: GPU Vulkan - Depth of Fieldgeekbench: GPU Vulkan - Face Detectiongeekbench: GPU Vulkan - Feature Matchinggeekbench: GPU Vulkan - Particle Physicsgeekbench: GPU NVIDIA CUDAgeekbench: GPU NVIDIA CUDA - Sobelgeekbench: GPU NVIDIA CUDA - Stereo Matchinggeekbench: GPU NVIDIA CUDA - Cannygeekbench: GPU NVIDIA CUDA - Histogram Equalizationgeekbench: GPU NVIDIA CUDA - Depth of Fieldgeekbench: GPU NVIDIA CUDA - Face Detectiongeekbench: GPU NVIDIA CUDA - Feature Matchinggeekbench: GPU NVIDIA CUDA - Particle PhysicsGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX52.69411.8020.595132149.6069.78625.5551.1550450.810.983.220.3923.8348.34990.181974.9669.87593.769.5427.818867508.66408.2841.97111.25198290.384.978.561530230.347.286162.30412.1540.507852779.3293.01828.8058.9032290.971.152.840.4418.4098.96882.232604.9792.41789.999.5319.513200609.16434.0745.54143.15243081.577.772.879940246.752.920690.84602.9950.360714141.79137.201215.7596.2008641.461.734.810.6713.1855.400144.563874.98137.481145.1415.414.196910.9173.25716.8273.89203.085163144.6136.3125.9113624502.060.19791115102.36683.2710.335664683.96159.331389.90110.8143211.631.935.110.7811.7744.904165.294472.77159.721306.5117.312.1011053.4980.47810.5082.21228.466265165.3159.1145.0121139566.861.93621002115.77533.8570.291385844.90197.441711.03143.5214322.002.366.590.9210.0713.622264.745512.89197.231612.529.5961290.4889.281029.3699.84267.888283266.0245.9217.8148357386.164.5358766123.18974.0810.271036463.10221.881911.01154.4208192.092.506.470.989.1553.917246.436121.76219.421757.819.3231369.2093.031106.29105.39294.109066243.5237.6214.4162891036.965.945061.58892.0840.532332561.9884.78771.532379.0184.5542.39667.9055.4325930.961.133.980.4621.2677.77592.342331.1884.60719.4624.362200594.4157.13481.3149.71130.66256595.291.287.975842143.451.3381102.26833.1810.309574355.28150.481354.144167.41151.6375.771187.7291.7329061.531.785.410.6512.0025.000147.664110.71150.681275.1213.340987.0783.52775.7379.13227.235933154.4148.1138.5130290433.861.653010541399130000046536666675646000002097331519003738012.8135.01.626.401.09106.9199.84049.0382419.89117.61.517.321.941.12103.4302.12776.43415912.6137.51.126.001.3192.6161.44075.8139.49744.0520.240226476.92224.822019.086174.80225.05113.321764.63132.8393542.122.466.620.928.2054.077197.206093.02223.601695.7921.58.9681392.46103.791052.64108.46314.839750206.2199.5183.3184077179.766.20687551973406666766196000008172000002890672164004844518.3174.82.378.211.1126.6230.75319.95168312.8159.32.229.172.811.52123.0401.83796.54539817.7188.31.697.891.93120.5189.85173.5137.13934.2590.223007018.90241.992157.316647.94240.92121.421887.61141.6676552.242.555.380.987.7913.814198.186788.40242.702076.457.2981485.7899.641070.90108.23331.849947206.2198.2184.1194875210.869.183873111679240000290790000088692633151.56794.6340.224268520.97296.662655.588182.72296.09149.352326.09148.4720092.132.454.230.996.4573.387223.148218.62298.462430.5524.66.9811665.7299.821154.13112.28398.8212662229.6225.6207.4231826397.870.688074126640266667887566666710909333333814672868005605121.1211.33.028.921.09127.2245.56965.76657017.3217.92.8111.33.762.05140.5488.75199.05156320.9217.82.218.672.23124.4188.97043.475.81353.2530.345033441.3691.773466.723474.1792.376948.333108.8477.4102181.511.733.930.6717.8236.808105.312673.64109.202641.3812.824.145285814.5065.59573.6759.37201.273101108.7104.499.2132266243.962.960714001146266666739219666675409333332051001463003953810.9187.61.545.151.53105.8401.85763.4369149.60153.51.414.771.951.2793.4332.93687.84014410.5196.21.194.251.56104.9332.35550.782.05214.1220.262114943.06132.754975.184993.92133.8810057.464492.3292.3678391.361.612.730.8112.4874.445156.864123.66157.984128.3916.5777851080.4377.10740.1773.17269.175151167.0145.8143.8186025762.667.933012151696066666757768000008029000002885672135675768716.4261.62.367.742.30147.5533.38271.35317114.6206.52.206.832.871.76121.9483.05400.95853015.6286.41.806.662.29140.0466.18143.9125.61584.4120.242905259.29141.255303.515313.33141.3610568.464753.11119.1052652.202.565.580.9911.8934.541158.154543.64168.564338.6718.615.2591199.6697.94858.9087.25289.425895163.9157.3145.9193795979.567.82008961786226666760787333338464333333269332301335920116.0286.32.437.492.39145.0560.48637.75382714.2216.52.196.323.011.79124.2467.25577.16066215.9313.91.836.582.37143.7512.38179.3135.60734.6290.231775462.59144.305432.405440.74144.1410862.904866.61135.6571342.262.635.611.0911.4822.642276.354440.23172.494280.5515.2711380.68111.391080.11100.51298.777366296.6240.7240.2200846066.468.1532756138.55784.7890.228005821.19155.785803.635888.78157.1411787.375271.34133.3452.112.515.011.0710.8473.068234.914778.23184.344734.3614.3851427.43108.061038.8698.99313.087733251.2223.9211.1210891296.270.02877871970936666766429666679249666673561332510006797620.2300.32.8410.22.69162.2619.59425.96183418.4224.72.668.573.321.99135.5516.06014.86906820.3337.32.169.082.77161.5455.08963.3178.47125.4160.206357222.28194.807275.337339.39196.3014646.466539.81166.0985712.793.347.971.178.8362.659276.945417.55232.175356.8428.312.5551719.71125.331285.58125.23390.0710290297.4258.7239.4252924048.773.309146826280366667832900000011450333334344673100678131424.4327.33.5611.93.36187.5682.511529.47447421.5298.73.309.114.082.34158.2614.67398.08418523.4414.92.6810.63.42179.4606.110535.5200.76645.7890.200578159.15222.158218.028264.66221.8016507.067348.91206.0789433.544.2011.321.337.9142.083368.947034.77261.896930.2110.4982012.37154.811585.76146.90438.2612335396.8341.3288.0281931310.072.50103772973926666794277000001290266667489300350133199.87195.8650.203628357.96226.658362.868435.23226.2116838.727540.28207.5382863.494.1710.981.307.7672.097369.307265.91267.797133.7735.810.2541996.60153.031575.65147.87444.8412311396.9328.5284.4284631717.472.569937630250866667961266666713123000004972673568679199227.7347.94.2114.33.91186.9736.912958.48390025.2341.53.799.984.752.63166.0674.88093.89883730.1468.73.1713.63.94196.5789.311308.1221.72846.2490.196259630.83259.119696.389754.99260.9719501.678722.28221.1937483.694.4410.211.906.8372.071369.628540.73308.868484.418.2632287.03154.741712.75149.69500.2614730396.8322.9292.1323061985.474.44733493562063333311206066667155410000058333341956710505232.0459.04.7915.24.49211.3799.714667.79406227.2379.34.3510.75.482.84184.0769.09478.311065631.7503.43.7014.34.56218.7796.814020.1235.53416.5360.1926510812.52290.1310930.5610845.36291.5621764.409732.48224.3872113.554.329.241.876.1962.075369.239161.18345.119141.2338.37.6572322.39154.351726.60151.99544.5415442396.5338.1290.0345359936.474.72983413970463333312511100000170836666763680045596711173836.5466.45.3215.94.97219.3704.915943.89836528.4416.34.8010.56.073.10189.8674.010397.511904935.4575.04.1315.85.07229.9673.014737.0248.01186.5720.1932911758.65315.0311752.1111685.95315.6123628.7810562.99234.0664463.624.389.141.935.7181.900405.9210264.38376.3210266.726.8112432.73158.821815.92159.79588.0417501437.6352.9301.7374422420.676.10163244345533333313643066667188703333370086750396712186538.3531.35.7917.25.44241.5780.017165.510700230.8459.75.2211.36.633.21195.0806.211015.112975537.5615.84.5316.95.45245.8816.715918.0290.72497.1360.1908216061.09436.8116323.9414734.03409.4631492.2414103.79310.8143994.755.6712.332.234.4141.677506.9013536.25522.2213629.376.0202751.85187.732406.16212.11753.7521839545.7449.5324.0448915216.675.78712475636006666717892833333246040000087493365003315118347.4606.07.7920.67.54261.7940.022071.113196436.6619.56.8611.68.564.34216.4623.7514922.716308645.6793.66.1320.97.47283.6923.918154.4292.15937.1170.1919515032.47454.3716979.9915103.61413.6632084.7914426.11324.5467694.995.9812.732.234.2501.666530.7914178.85548.2613783.9348.15.7012856.83198.372544.67227.30775.6922424567.7491.7322.7480798376.676.64102355919570000018766466667258553333392540068160015828149.8639.48.1720.47.93297.0902.022604.113499839.1639.57.2012.09.143.97221.3672.1414873.117113349.1806.66.4623.17.75285.5963.019537.3OpenBenchmarking.org

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX60120180240300SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.46, N = 3SE +/- 0.06, N = 3SE +/- 0.41, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.42, N = 3SE +/- 0.54, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 1.06, N = 3SE +/- 0.92, N = 3SE +/- 0.82, N = 3SE +/- 1.17, N = 3SE +/- 0.85, N = 352.6962.3090.85102.37115.78123.1961.59102.27139.50137.14151.5775.8182.05125.62135.61138.56178.47200.77199.87221.73235.53248.01290.72292.16

GROMACS

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.008, N = 3SE +/- 0.016, N = 3SE +/- 0.013, N = 3SE +/- 0.008, N = 3SE +/- 0.015, N = 3SE +/- 0.041, N = 3SE +/- 0.020, N = 2SE +/- 0.005, N = 31.8022.1542.9953.2713.8574.0812.0843.1814.0524.2594.6343.2534.1224.4124.6294.7895.4165.7895.8656.2496.5366.5727.1367.1171. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.13390.26780.40170.53560.6695SE +/- 0.00145, N = 3SE +/- 0.00332, N = 3SE +/- 0.00170, N = 3SE +/- 0.00291, N = 3SE +/- 0.00163, N = 4SE +/- 0.00182, N = 4SE +/- 0.00392, N = 3SE +/- 0.00077, N = 3SE +/- 0.00276, N = 4SE +/- 0.00101, N = 4SE +/- 0.00174, N = 4SE +/- 0.00088, N = 3SE +/- 0.00061, N = 4SE +/- 0.00142, N = 4SE +/- 0.00026, N = 4SE +/- 0.00217, N = 4SE +/- 0.00144, N = 4SE +/- 0.00060, N = 4SE +/- 0.00191, N = 4SE +/- 0.00025, N = 4SE +/- 0.00054, N = 4SE +/- 0.00097, N = 4SE +/- 0.00046, N = 4SE +/- 0.00134, N = 40.595130.507850.360710.335660.291380.271030.532330.309570.240220.223000.224260.345030.262110.242900.231770.228000.206350.200570.203620.196250.192650.193290.190820.19195

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 0.35, N = 11SE +/- 1.32, N = 15SE +/- 0.70, N = 11SE +/- 23.81, N = 15SE +/- 4.87, N = 13SE +/- 9.14, N = 14SE +/- 1.64, N = 13SE +/- 2.22, N = 13SE +/- 12.17, N = 15SE +/- 2.95, N = 12SE +/- 11.17, N = 14SE +/- 0.54, N = 12SE +/- 1.39, N = 13SE +/- 5.87, N = 13SE +/- 8.38, N = 13SE +/- 6.62, N = 13SE +/- 6.45, N = 13SE +/- 2.35, N = 13SE +/- 10.00, N = 13SE +/- 4.39, N = 14SE +/- 14.62, N = 14SE +/- 8.02, N = 14SE +/- 66.33, N = 15SE +/- 619.26, N = 152149.602779.324141.794683.965844.906463.102561.984355.286476.927018.908520.973441.364943.065259.295462.595821.197222.288159.158357.969630.8310812.5211758.6516061.0915032.471. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX100200300400500SE +/- 0.12, N = 11SE +/- 0.07, N = 12SE +/- 0.16, N = 13SE +/- 0.18, N = 13SE +/- 0.12, N = 13SE +/- 0.07, N = 14SE +/- 0.02, N = 12SE +/- 0.23, N = 13SE +/- 0.06, N = 13SE +/- 0.08, N = 14SE +/- 0.15, N = 14SE +/- 0.01, N = 12SE +/- 0.15, N = 13SE +/- 0.14, N = 13SE +/- 0.22, N = 13SE +/- 0.12, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.11, N = 15SE +/- 0.00, N = 14SE +/- 0.56, N = 14SE +/- 0.08, N = 15SE +/- 0.56, N = 15SE +/- 1.13, N = 1469.7893.01137.20159.33197.44221.8884.78150.48224.82241.99296.6691.77132.75141.25144.30155.78194.80222.15226.65259.11290.13315.03436.81454.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 0.55, N = 15SE +/- 0.81, N = 12SE +/- 0.40, N = 13SE +/- 5.50, N = 15SE +/- 1.27, N = 13SE +/- 1.23, N = 14SE +/- 2.02, N = 12SE +/- 2.70, N = 14SE +/- 0.96, N = 13SE +/- 0.83, N = 14SE +/- 6.51, N = 15SE +/- 0.52, N = 12SE +/- 0.38, N = 13SE +/- 0.61, N = 13SE +/- 7.30, N = 13SE +/- 50.53, N = 15SE +/- 14.13, N = 13SE +/- 2.40, N = 13SE +/- 1.82, N = 13SE +/- 1.47, N = 14SE +/- 1.20, N = 14SE +/- 11.48, N = 14SE +/- 11.06, N = 14SE +/- 63.55, N = 15625.55828.801215.751389.901711.031911.01771.531354.142019.082157.312655.583466.724975.185303.515432.405803.637275.338218.028362.869696.3810930.5611752.1116323.9416979.991. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 0.33, N = 7SE +/- 1.19, N = 9SE +/- 30.05, N = 15SE +/- 2.31, N = 11SE +/- 3.04, N = 11SE +/- 0.12, N = 12SE +/- 0.29, N = 13SE +/- 0.26, N = 13SE +/- 0.25, N = 13SE +/- 2.28, N = 13SE +/- 3.59, N = 13SE +/- 0.94, N = 14SE +/- 0.92, N = 14SE +/- 5.98, N = 14SE +/- 56.09, N = 15SE +/- 134.69, N = 15SE +/- 556.93, N = 15SE +/- 595.40, N = 152379.014167.416174.806647.948182.723474.174993.925313.335440.745888.787339.398264.668435.239754.9910845.3611685.9514734.0315103.611. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX90180270360450SE +/- 0.03, N = 7SE +/- 0.00, N = 9SE +/- 0.10, N = 11SE +/- 0.35, N = 11SE +/- 0.03, N = 11SE +/- 0.06, N = 12SE +/- 0.13, N = 13SE +/- 0.10, N = 13SE +/- 0.66, N = 15SE +/- 0.08, N = 13SE +/- 0.01, N = 13SE +/- 0.23, N = 14SE +/- 0.27, N = 14SE +/- 0.15, N = 15SE +/- 0.22, N = 15SE +/- 0.96, N = 15SE +/- 10.76, N = 15SE +/- 15.67, N = 1584.55151.63225.05240.92296.0992.37133.88141.36144.14157.14196.30221.80226.21260.97291.56315.61409.46413.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 0.01, N = 7SE +/- 0.02, N = 9SE +/- 0.02, N = 11SE +/- 0.07, N = 11SE +/- 0.10, N = 11SE +/- 0.56, N = 12SE +/- 0.94, N = 13SE +/- 53.59, N = 15SE +/- 15.42, N = 13SE +/- 0.43, N = 13SE +/- 7.32, N = 13SE +/- 1.95, N = 14SE +/- 1.36, N = 14SE +/- 1.10, N = 14SE +/- 10.25, N = 14SE +/- 15.07, N = 15SE +/- 601.15, N = 15SE +/- 939.79, N = 1542.3975.77113.32121.42149.356948.3310057.4610568.4610862.9011787.3714646.4616507.0616838.7219501.6721764.4023628.7831492.2432084.791. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 0.18, N = 7SE +/- 2.01, N = 9SE +/- 3.28, N = 11SE +/- 0.87, N = 11SE +/- 1.56, N = 11SE +/- 0.11, N = 12SE +/- 0.38, N = 13SE +/- 0.22, N = 13SE +/- 4.94, N = 15SE +/- 0.35, N = 13SE +/- 4.65, N = 13SE +/- 49.03, N = 15SE +/- 0.55, N = 14SE +/- 0.98, N = 14SE +/- 7.76, N = 14SE +/- 1.56, N = 14SE +/- 264.51, N = 15SE +/- 458.60, N = 15667.901187.721764.631887.612326.093108.844492.324753.114866.615271.346539.817348.917540.288722.289732.4810562.9914103.7914426.111. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00cTotal ScoreGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX7014021028035051.1658.9096.20110.81143.52154.4255.4391.73132.84141.67148.4777.4192.37119.11135.66133.35166.10206.08207.54221.19224.39234.07310.81324.55

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1.12282.24563.36844.49125.614SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 30.810.971.461.632.002.090.961.532.122.242.131.511.362.202.262.112.793.543.493.693.553.624.754.99

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1.34552.6914.03655.3826.7275SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.981.151.731.932.362.501.131.782.462.552.451.731.612.562.632.513.344.204.174.444.324.385.675.98

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.18, N = 43.222.844.815.116.596.473.985.416.625.384.233.932.735.585.615.017.9711.3210.9810.219.249.1412.3312.73

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.50181.00361.50542.00722.509SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 30.390.440.670.780.920.980.460.650.920.980.990.670.810.991.091.071.171.331.301.901.871.932.232.23

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX612182430SE +/- 0.028, N = 3SE +/- 0.055, N = 3SE +/- 0.026, N = 4SE +/- 0.058, N = 4SE +/- 0.092, N = 5SE +/- 0.038, N = 5SE +/- 0.027, N = 3SE +/- 0.012, N = 4SE +/- 0.019, N = 6SE +/- 0.006, N = 6SE +/- 0.018, N = 6SE +/- 0.004, N = 3SE +/- 0.021, N = 4SE +/- 0.015, N = 4SE +/- 0.009, N = 5SE +/- 0.016, N = 5SE +/- 0.004, N = 5SE +/- 0.008, N = 6SE +/- 0.005, N = 6SE +/- 0.011, N = 6SE +/- 0.008, N = 7SE +/- 0.006, N = 7SE +/- 0.009, N = 8SE +/- 0.008, N = 823.83418.40913.18511.77410.0719.15521.26712.0028.2057.7916.45717.82312.48711.89311.48210.8478.8367.9147.7676.8376.1965.7184.4144.2501. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3691215SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 9SE +/- 0.002, N = 10SE +/- 0.006, N = 10SE +/- 0.007, N = 10SE +/- 0.005, N = 10SE +/- 0.003, N = 10SE +/- 0.004, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.005, N = 10SE +/- 0.001, N = 108.3498.9685.4004.9043.6223.9177.7755.0004.0773.8143.3876.8084.4454.5412.6423.0682.6592.0832.0972.0712.0751.9001.6771.6661. (CXX) g++ options: -rdynamic

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX110220330440550SE +/- 0.02, N = 13SE +/- 0.01, N = 13SE +/- 0.02, N = 12SE +/- 0.01, N = 13SE +/- 0.13, N = 15SE +/- 0.09, N = 9SE +/- 0.07, N = 11SE +/- 0.04, N = 10SE +/- 0.04, N = 11SE +/- 0.01, N = 11SE +/- 0.11, N = 15SE +/- 0.06, N = 12SE +/- 0.02, N = 13SE +/- 0.06, N = 11SE +/- 0.16, N = 12SE +/- 0.12, N = 12SE +/- 0.15, N = 12SE +/- 0.06, N = 13SE +/- 0.05, N = 13SE +/- 0.10, N = 13SE +/- 0.07, N = 13SE +/- 0.14, N = 13SE +/- 0.46, N = 12SE +/- 0.05, N = 1390.1882.23144.56165.29264.74246.4392.34147.66197.20198.18223.14105.31156.86158.15276.35234.91276.94368.94369.30369.62369.23405.92506.90530.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 28.68, N = 15SE +/- 19.60, N = 13SE +/- 48.39, N = 15SE +/- 36.45, N = 13SE +/- 62.62, N = 15SE +/- 71.02, N = 15SE +/- 51.80, N = 15SE +/- 76.28, N = 15SE +/- 112.12, N = 15SE +/- 3.15, N = 13SE +/- 104.59, N = 15SE +/- 21.41, N = 13SE +/- 49.35, N = 15SE +/- 27.06, N = 12SE +/- 43.47, N = 15SE +/- 56.79, N = 15SE +/- 67.09, N = 15SE +/- 85.70, N = 15SE +/- 92.93, N = 15SE +/- 77.74, N = 15SE +/- 73.37, N = 15SE +/- 38.81, N = 13SE +/- 177.79, N = 15SE +/- 206.22, N = 151974.962604.973874.984472.775512.896121.762331.184110.716093.026788.408218.622673.644123.664543.644440.234778.235417.557034.777265.918540.739161.1810264.3813536.2514178.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX120240360480600SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 4SE +/- 0.23, N = 3SE +/- 0.38, N = 4SE +/- 0.06, N = 3SE +/- 0.60, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.46, N = 3SE +/- 0.58, N = 3SE +/- 0.69, N = 3SE +/- 0.71, N = 3SE +/- 0.00, N = 3SE +/- 0.91, N = 3SE +/- 0.03, N = 3SE +/- 1.30, N = 3SE +/- 1.32, N = 369.8792.41137.48159.72197.23219.4284.60150.68223.60242.70298.46109.20157.98168.56172.49184.34232.17261.89267.79308.86345.11376.32522.22548.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 4.46, N = 15SE +/- 3.50, N = 9SE +/- 8.78, N = 10SE +/- 1.81, N = 8SE +/- 8.22, N = 9SE +/- 10.01, N = 9SE +/- 10.24, N = 15SE +/- 10.83, N = 15SE +/- 6.03, N = 12SE +/- 0.30, N = 10SE +/- 7.00, N = 10SE +/- 1.93, N = 13SE +/- 41.07, N = 15SE +/- 10.20, N = 12SE +/- 6.44, N = 12SE +/- 49.36, N = 15SE +/- 65.66, N = 15SE +/- 81.72, N = 15SE +/- 83.63, N = 15SE +/- 66.40, N = 12SE +/- 51.79, N = 12SE +/- 58.52, N = 13SE +/- 23.37, N = 12SE +/- 169.21, N = 15593.76789.991145.141306.511612.521757.81719.461275.121695.792076.452430.552641.384128.394338.674280.554734.365356.846930.217133.778484.419141.2310266.7213629.3713783.931. (CXX) g++ options: -O3 -rdynamic -lOpenCL

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUGTX 950GTX 960GTX 970GTX 980GTX 1070GTX 1080GTX 1650GTX 1660RTX 2060RTX 2070RTX 2080TITAN RTX1122334455SE +/- 0.02, N = 13SE +/- 0.01, N = 13SE +/- 0.05, N = 13SE +/- 0.04, N = 13SE +/- 0.13, N = 13SE +/- 0.04, N = 13SE +/- 0.05, N = 13SE +/- 0.06, N = 13SE +/- 0.23, N = 14SE +/- 0.26, N = 13SE +/- 0.11, N = 15SE +/- 0.02, N = 139.549.5315.4017.3021.5024.6012.8018.6028.3035.8038.3048.10

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX714212835SE +/- 0.453232, N = 15SE +/- 0.303704, N = 15SE +/- 0.003094, N = 15SE +/- 0.022523, N = 15SE +/- 0.156028, N = 15SE +/- 0.004731, N = 14SE +/- 0.748737, N = 15SE +/- 0.317433, N = 15SE +/- 0.209293, N = 15SE +/- 0.003359, N = 15SE +/- 0.003290, N = 15SE +/- 0.002491, N = 14SE +/- 0.001228, N = 14SE +/- 0.001244, N = 14SE +/- 0.001295, N = 14SE +/- 0.001932, N = 14SE +/- 0.000959, N = 14SE +/- 0.015324, N = 15SE +/- 0.001589, N = 14SE +/- 0.014259, N = 15SE +/- 0.001547, N = 14SE +/- 0.003249, N = 15SE +/- 0.001717, N = 14SE +/- 0.001983, N = 1527.81886719.51320014.19600012.1010009.5960009.32300024.36220013.3400008.9680007.2980006.98100024.14528516.57778515.25900015.27100014.38500012.55500010.49800010.2540008.2630007.6570006.8110006.0200005.7010001. (CXX) g++ options: -O3 -lOpenCL

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX6001200180024003000SE +/- 0.31, N = 5SE +/- 0.57, N = 6SE +/- 0.24, N = 6SE +/- 0.78, N = 6SE +/- 2.34, N = 5SE +/- 3.21, N = 7SE +/- 0.93, N = 6SE +/- 2.10, N = 6SE +/- 3.20, N = 7SE +/- 0.31, N = 7SE +/- 1.79, N = 7SE +/- 0.63, N = 7SE +/- 0.88, N = 6SE +/- 1.27, N = 7SE +/- 0.83, N = 7SE +/- 1.12, N = 7SE +/- 0.92, N = 7SE +/- 3.83, N = 8SE +/- 3.47, N = 8SE +/- 2.51, N = 8SE +/- 2.80, N = 7SE +/- 6.26, N = 8SE +/- 1.82, N = 7SE +/- 1.27, N = 8508.66609.16910.911053.491290.481369.20594.41987.071392.461485.781665.72814.501080.431199.661380.681427.431719.712012.371996.602287.032322.392432.732751.852856.83

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4080120160200SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 373.2580.4789.2893.0357.1383.52103.7999.6499.8265.5977.1097.94111.39108.06125.33154.81153.03154.74154.35158.82187.73198.37

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX5001000150020002500SE +/- 0.17, N = 6SE +/- 0.05, N = 6SE +/- 0.28, N = 7SE +/- 0.69, N = 7SE +/- 0.66, N = 8SE +/- 0.79, N = 8SE +/- 0.34, N = 6SE +/- 0.68, N = 7SE +/- 1.14, N = 8SE +/- 0.27, N = 8SE +/- 0.60, N = 8SE +/- 0.31, N = 7SE +/- 0.61, N = 7SE +/- 0.61, N = 7SE +/- 1.11, N = 8SE +/- 0.87, N = 8SE +/- 2.01, N = 8SE +/- 1.35, N = 8SE +/- 1.79, N = 8SE +/- 1.66, N = 8SE +/- 1.77, N = 8SE +/- 1.80, N = 9SE +/- 1.58, N = 8SE +/- 2.36, N = 8408.28434.07716.82810.501029.361106.29481.31775.731052.641070.901154.13573.67740.17858.901080.111038.861285.581585.761575.651712.751726.601815.922406.162544.67

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX50100150200250SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 341.9745.5473.8982.2199.84105.3949.7179.13108.46108.23112.2859.3773.1787.25100.5198.99125.23146.90147.87149.69151.99159.79212.11227.30

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX2004006008001000SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 4SE +/- 0.41, N = 4SE +/- 0.57, N = 4SE +/- 0.30, N = 4SE +/- 0.09, N = 3SE +/- 0.09, N = 4SE +/- 0.44, N = 4SE +/- 0.07, N = 4SE +/- 0.35, N = 4SE +/- 0.34, N = 4SE +/- 0.08, N = 4SE +/- 0.07, N = 4SE +/- 0.17, N = 4SE +/- 0.06, N = 4SE +/- 0.19, N = 4SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.28, N = 5SE +/- 0.58, N = 5SE +/- 0.50, N = 5SE +/- 1.41, N = 5SE +/- 0.80, N = 5111.25143.15203.08228.46267.88294.10130.66227.23314.83331.84398.82201.27269.17289.42298.77313.08390.07438.26444.84500.26544.54588.04753.75775.69

LeelaChessZero

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX5K10K15K20K25KSE +/- 16.29, N = 3SE +/- 10.44, N = 3SE +/- 36.50, N = 3SE +/- 43.89, N = 3SE +/- 28.99, N = 3SE +/- 27.94, N = 3SE +/- 2.73, N = 3SE +/- 28.32, N = 3SE +/- 85.75, N = 3SE +/- 57.21, N = 3SE +/- 6.17, N = 3SE +/- 19.16, N = 3SE +/- 3.38, N = 3SE +/- 54.30, N = 3SE +/- 56.77, N = 3SE +/- 64.75, N = 3SE +/- 61.94, N = 3SE +/- 70.73, N = 3SE +/- 28.58, N = 3SE +/- 77.45, N = 3SE +/- 79.08, N = 3SE +/- 55.16, N = 3SE +/- 20.50, N = 31982243051636265828390662565593397509947126623101515158957366773310290123351231114730154421750121839224241. (CXX) g++ options: -flto -pthread

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX120240360480600SE +/- 0.00, N = 3SE +/- 0.80, N = 2SE +/- 0.02, N = 4SE +/- 0.08, N = 5SE +/- 0.17, N = 6SE +/- 0.20, N = 6SE +/- 0.00, N = 3SE +/- 0.02, N = 5SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.08, N = 6SE +/- 0.04, N = 4SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.07, N = 7SE +/- 0.07, N = 6SE +/- 0.08, N = 7SE +/- 0.13, N = 8SE +/- 0.10, N = 8SE +/- 0.09, N = 8SE +/- 0.42, N = 8SE +/- 0.11, N = 8SE +/- 0.13, N = 8SE +/- 0.13, N = 990.381.5144.6165.3266.0243.595.2154.4206.2206.2229.6108.7167.0163.9296.6251.2297.4396.8396.9396.8396.5437.6545.7567.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX110220330440550SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 4SE +/- 0.20, N = 5SE +/- 0.14, N = 6SE +/- 0.08, N = 6SE +/- 0.03, N = 3SE +/- 0.02, N = 5SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.09, N = 6SE +/- 0.02, N = 4SE +/- 0.04, N = 5SE +/- 0.04, N = 5SE +/- 0.36, N = 7SE +/- 0.14, N = 6SE +/- 0.46, N = 7SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.51, N = 8SE +/- 0.27, N = 8SE +/- 0.21, N = 8SE +/- 0.97, N = 984.977.7136.3159.1245.9237.691.2148.1199.5198.2225.6104.4145.8157.3240.7223.9258.7341.3328.5322.9338.1352.9449.5491.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX70140210280350SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 5SE +/- 0.07, N = 6SE +/- 0.11, N = 6SE +/- 0.00, N = 3SE +/- 0.02, N = 5SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.17, N = 5SE +/- 0.05, N = 7SE +/- 0.06, N = 6SE +/- 0.06, N = 7SE +/- 0.06, N = 8SE +/- 0.09, N = 8SE +/- 0.07, N = 8SE +/- 0.06, N = 8SE +/- 0.05, N = 8SE +/- 0.10, N = 8SE +/- 0.08, N = 978.572.8125.9145.0217.8214.487.9138.5183.3184.1207.499.2143.8145.9240.2211.1239.4288.0284.4292.1290.0301.7324.0322.71. (CC) gcc options: -O2 -flto -lOpenCL

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX100M200M300M400M500MSE +/- 40239.48, N = 3SE +/- 68943.82, N = 4SE +/- 113731.50, N = 5SE +/- 4075144.18, N = 15SE +/- 353641.55, N = 6SE +/- 479054.57, N = 6SE +/- 67025.37, N = 4SE +/- 339240.54, N = 6SE +/- 327094.24, N = 7SE +/- 459096.61, N = 7SE +/- 528438.95, N = 8SE +/- 92918.17, N = 6SE +/- 421595.14, N = 7SE +/- 481764.73, N = 7SE +/- 173522.04, N = 7SE +/- 340263.98, N = 7SE +/- 1119740.36, N = 8SE +/- 1074135.38, N = 8SE +/- 2064512.42, N = 8SE +/- 1663935.40, N = 9SE +/- 1245853.73, N = 9SE +/- 2703218.20, N = 9SE +/- 2765042.11, N = 10SE +/- 2829613.77, N = 1061530230.379940246.7113624502.0121139566.8148357386.1162891036.975842143.4130290433.8184077179.7194875210.8231826397.8132266243.9186025762.6193795979.5200846066.4210891296.2252924048.7281931310.0284631717.4323061985.4345359936.4374422420.6448915216.6480798376.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX20406080100SE +/- 0.19, N = 10SE +/- 0.19, N = 10SE +/- 0.20, N = 10SE +/- 0.29, N = 11SE +/- 0.25, N = 11SE +/- 0.23, N = 11SE +/- 0.14, N = 10SE +/- 0.32, N = 11SE +/- 0.23, N = 11SE +/- 0.38, N = 11SE +/- 0.21, N = 11SE +/- 0.21, N = 11SE +/- 0.27, N = 11SE +/- 0.25, N = 11SE +/- 0.37, N = 11SE +/- 0.37, N = 11SE +/- 0.29, N = 11SE +/- 0.24, N = 11SE +/- 0.47, N = 11SE +/- 0.44, N = 11SE +/- 0.38, N = 11SE +/- 0.41, N = 11SE +/- 0.39, N = 11SE +/- 0.57, N = 1147.2952.9260.2061.9464.5465.9551.3461.6566.2169.1870.6962.9667.9367.8268.1570.0373.3172.5072.5774.4574.7376.1075.7976.641. (CXX) g++ options: -rdynamic -lOpenCL

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX30060090012001500SE +/- 1.76, N = 3SE +/- 1.15, N = 3SE +/- 4.37, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 1.45, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 311151002766105475573174114001215896756787468377376349341324247235

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX13000M26000M39000M52000M65000MSE +/- 21888429.21, N = 3SE +/- 20702200.63, N = 3SE +/- 619777278.41, N = 15SE +/- 54604405.60, N = 3SE +/- 11467393.39, N = 3SE +/- 26333396.62, N = 3SE +/- 55823810.13, N = 3SE +/- 34139631.58, N = 3SE +/- 46471365.14, N = 3SE +/- 58183168.62, N = 3SE +/- 45189575.99, N = 3SE +/- 58121835.64, N = 3SE +/- 103152675.41, N = 3SE +/- 54083402.67, N = 3SE +/- 74839056.95, N = 3SE +/- 176888222.71, N = 313991300000197340666671167924000026640266667114626666671696066666717862266667197093666672628036666729739266667302508666673562063333339704633333434553333335636006666759195700000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4000M8000M12000M16000M20000MSE +/- 2318284.81, N = 3SE +/- 4346646.22, N = 3SE +/- 342610309.94, N = 15SE +/- 20486933.51, N = 3SE +/- 3868821.24, N = 3SE +/- 4866210.02, N = 3SE +/- 8217325.87, N = 3SE +/- 10849014.29, N = 3SE +/- 8701915.50, N = 3SE +/- 14287873.65, N = 3SE +/- 7310342.75, N = 3SE +/- 5247962.57, N = 3SE +/- 27491877.59, N = 3SE +/- 8397883.33, N = 3SE +/- 25057356.43, N = 3SE +/- 28062865.93, N = 3465366666766196000002907900000887566666739219666675776800000607873333366429666678329000000942770000096126666671120606666712511100000136430666671789283333318766466667

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX600M1200M1800M2400M3000MSE +/- 400000.00, N = 3SE +/- 873689.49, N = 3SE +/- 3496477.72, N = 15SE +/- 1169520.32, N = 3SE +/- 328295.26, N = 3SE +/- 346410.16, N = 3SE +/- 721880.26, N = 3SE +/- 284800.12, N = 3SE +/- 1089852.18, N = 3SE +/- 664161.96, N = 3SE +/- 2502665.25, N = 3SE +/- 901849.95, N = 3SE +/- 4171463.91, N = 3SE +/- 1649579.07, N = 3SE +/- 3200000.00, N = 3SE +/- 2531358.88, N = 356460000081720000088692633109093333354093333380290000084643333392496666711450333331290266667131230000015541000001708366667188703333324604000002585533333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX200K400K600K800K1000KSE +/- 185.59, N = 3SE +/- 1026.86, N = 3SE +/- 851.14, N = 3SE +/- 305.51, N = 3SE +/- 233.33, N = 3SE +/- 735.60, N = 3SE +/- 338.30, N = 3SE +/- 638.57, N = 3SE +/- 1014.89, N = 3SE +/- 1494.81, N = 3SE +/- 717.25, N = 3SE +/- 873.69, N = 3SE +/- 384.42, N = 3SE +/- 4200.93, N = 3SE +/- 1126.94, N = 3209733289067381467205100288567326933356133434467489300497267583333636800700867874933925400

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX150K300K450K600K750KSE +/- 208.17, N = 3SE +/- 57.74, N = 3SE +/- 556.78, N = 3SE +/- 145.30, N = 3SE +/- 145.30, N = 3SE +/- 264.58, N = 3SE +/- 120.19, N = 3SE +/- 166.67, N = 3SE +/- 120.19, N = 3SE +/- 1238.73, N = 3SE +/- 120.19, N = 3SE +/- 290.59, N = 3SE +/- 296.27, N = 3SE +/- 550.76, N = 3151900216400286800146300213567230133251000310067350133356867419567455967503967650033681600

Geekbench

This is a benchmark of Geekbench 5 Pro. The test profile automates the execution of Geekbench 5 under the Phoronix Test Suite, assuming you have a valid license key for Geekbench 5 Pro. This test will not work without a valid license key for Geekbench Pro. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX30K60K90K120K150KSE +/- 154.22, N = 3SE +/- 68.74, N = 3SE +/- 65.90, N = 3SE +/- 88.72, N = 3SE +/- 349.19, N = 3SE +/- 465.09, N = 3SE +/- 404.96, N = 3SE +/- 386.36, N = 3SE +/- 781.11, N = 3SE +/- 470.01, N = 3SE +/- 1896.71, N = 3SE +/- 1779.71, N = 4SE +/- 1122.43, N = 3SE +/- 587.09, N = 3373804844556051395385768759201679768131491992105052111738121865151183158281

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - SobelGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1122334455SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 3SE +/- 0.38, N = 3SE +/- 0.23, N = 3SE +/- 0.38, N = 3SE +/- 0.80, N = 4SE +/- 1.27, N = 3SE +/- 1.62, N = 312.818.321.110.916.416.020.224.427.732.036.538.347.449.8

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Stereo MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX140280420560700SE +/- 0.12, N = 3SE +/- 0.44, N = 3SE +/- 0.59, N = 3SE +/- 6.21, N = 3SE +/- 17.75, N = 3SE +/- 24.64, N = 3SE +/- 18.03, N = 3SE +/- 20.59, N = 3SE +/- 13.41, N = 3SE +/- 5.39, N = 3SE +/- 18.55, N = 3SE +/- 15.46, N = 4SE +/- 0.15, N = 3SE +/- 0.91, N = 3135.0174.8211.3187.6261.6286.3300.3327.3347.9459.0466.4531.3606.0639.4

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - CannyGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 31.622.373.021.542.362.432.843.564.214.795.325.797.798.17

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Histogram EqualizationGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.21, N = 36.408.218.925.157.747.4910.2011.9014.3015.2015.9017.2020.6020.40

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Gaussian BlurGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 31.091.101.091.532.302.392.693.363.914.494.975.447.547.93

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Face DetectionGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX60120180240300SE +/- 0.06, N = 3SE +/- 1.90, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 16.51, N = 3SE +/- 12.57, N = 3SE +/- 14.65, N = 3SE +/- 10.03, N = 4SE +/- 29.78, N = 3SE +/- 0.50, N = 3106.9126.6127.2105.8147.5145.0162.2187.5186.9211.3219.3241.5261.7297.0

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Feature MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX2004006008001000SE +/- 7.39, N = 3SE +/- 0.17, N = 3SE +/- 1.56, N = 3SE +/- 0.85, N = 3SE +/- 3.06, N = 3SE +/- 3.98, N = 3SE +/- 5.45, N = 3SE +/- 5.50, N = 3SE +/- 19.31, N = 3SE +/- 14.54, N = 3SE +/- 75.63, N = 3SE +/- 68.14, N = 4SE +/- 30.34, N = 3SE +/- 10.17, N = 3199.8230.7245.5401.8533.3560.4619.5682.5736.9799.7704.9780.0940.0902.0

OpenBenchmarking.orgFPS, More Is BetterGeekbench 5Test: GPU OpenCL - Particle PhysicsGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX5K10K15K20K25KSE +/- 21.54, N = 3SE +/- 1.01, N = 3SE +/- 0.36, N = 3SE +/- 4.20, N = 3SE +/- 14.24, N = 3SE +/- 9.19, N = 3SE +/- 15.10, N = 3SE +/- 8.06, N = 3SE +/- 20.49, N = 3SE +/- 4.71, N = 3SE +/- 7.16, N = 3SE +/- 4.60, N = 4SE +/- 14.38, N = 3SE +/- 4.14, N = 34049.05319.96965.75763.48271.38637.79425.911529.412958.414667.715943.817165.522071.122604.1

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX30K60K90K120K150KSE +/- 92.05, N = 3SE +/- 257.26, N = 3SE +/- 314.18, N = 3SE +/- 69.33, N = 3SE +/- 452.02, N = 3SE +/- 303.61, N = 3SE +/- 473.86, N = 3SE +/- 764.50, N = 8SE +/- 776.53, N = 10SE +/- 1305.93, N = 3SE +/- 1355.59, N = 4SE +/- 1115.20, N = 3SE +/- 1275.63, N = 12SE +/- 1195.06, N = 153824151683665703691453171538276183474474839009406298365107002131964134998

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - SobelGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX918273645SE +/- 0.15, N = 3SE +/- 0.35, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.31, N = 8SE +/- 0.24, N = 10SE +/- 0.66, N = 3SE +/- 0.24, N = 4SE +/- 0.27, N = 3SE +/- 0.36, N = 12SE +/- 0.29, N = 159.8912.8017.309.6014.6014.2018.4021.5025.2027.2028.4030.8036.6039.10

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Stereo MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX140280420560700SE +/- 0.25, N = 3SE +/- 0.84, N = 3SE +/- 1.59, N = 3SE +/- 0.15, N = 3SE +/- 13.30, N = 3SE +/- 9.84, N = 3SE +/- 19.43, N = 3SE +/- 11.35, N = 8SE +/- 8.17, N = 10SE +/- 21.41, N = 3SE +/- 20.63, N = 4SE +/- 28.67, N = 3SE +/- 15.90, N = 12SE +/- 13.96, N = 15117.6159.3217.9153.5206.5216.5224.7298.7341.5379.3416.3459.7619.5639.5

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - CannyGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 8SE +/- 0.06, N = 10SE +/- 0.05, N = 3SE +/- 0.04, N = 4SE +/- 0.03, N = 3SE +/- 0.05, N = 12SE +/- 0.05, N = 151.512.222.811.412.202.192.663.303.794.354.805.226.867.20

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Histogram EqualizationGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3691215SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 8SE +/- 0.07, N = 10SE +/- 0.06, N = 3SE +/- 0.07, N = 4SE +/- 0.06, N = 3SE +/- 0.09, N = 12SE +/- 0.07, N = 157.329.1711.304.776.836.328.579.119.9810.7010.5011.3011.6012.00

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Gaussian BlurGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 8SE +/- 0.01, N = 10SE +/- 0.03, N = 3SE +/- 0.05, N = 4SE +/- 0.00, N = 3SE +/- 0.12, N = 12SE +/- 0.09, N = 151.942.813.761.952.873.013.324.084.755.486.076.638.569.14

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Depth of FieldGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.97651.9532.92953.9064.8825SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 8SE +/- 0.06, N = 10SE +/- 0.11, N = 3SE +/- 0.12, N = 4SE +/- 0.02, N = 3SE +/- 0.14, N = 12SE +/- 0.08, N = 151.121.522.051.271.761.791.992.342.632.843.103.214.343.97

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Face DetectionGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX50100150200250SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 1.50, N = 3SE +/- 0.27, N = 3SE +/- 0.38, N = 3SE +/- 1.01, N = 8SE +/- 1.58, N = 10SE +/- 0.66, N = 3SE +/- 1.57, N = 4SE +/- 5.22, N = 3SE +/- 2.08, N = 12SE +/- 1.46, N = 15103.4123.0140.593.4121.9124.2135.5158.2166.0184.0189.8195.0216.4221.3

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Feature MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX2004006008001000SE +/- 4.17, N = 3SE +/- 9.53, N = 3SE +/- 13.22, N = 3SE +/- 8.71, N = 3SE +/- 1.18, N = 3SE +/- 1.36, N = 3SE +/- 21.11, N = 3SE +/- 10.95, N = 8SE +/- 14.86, N = 10SE +/- 23.85, N = 3SE +/- 28.01, N = 4SE +/- 6.15, N = 3SE +/- 111.09, N = 12SE +/- 92.03, N = 15302.10401.80488.70332.90483.00467.20516.00614.60674.80769.00674.00806.20623.75672.14

OpenBenchmarking.orgFPS, More Is BetterGeekbench 5Test: GPU Vulkan - Particle PhysicsGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 7.63, N = 3SE +/- 7.19, N = 3SE +/- 16.12, N = 3SE +/- 13.55, N = 3SE +/- 18.10, N = 3SE +/- 29.28, N = 3SE +/- 9.67, N = 3SE +/- 37.73, N = 8SE +/- 35.24, N = 10SE +/- 18.91, N = 3SE +/- 150.31, N = 4SE +/- 28.02, N = 3SE +/- 25.71, N = 12SE +/- 53.40, N = 152776.43796.55199.03687.85400.95577.16014.87398.08093.89478.310397.511015.114922.714873.1

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDAGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX40K80K120K160K200KSE +/- 99.34, N = 3SE +/- 107.97, N = 3SE +/- 130.02, N = 3SE +/- 92.48, N = 3SE +/- 337.91, N = 3SE +/- 586.32, N = 3SE +/- 164.65, N = 3SE +/- 231.16, N = 3SE +/- 296.10, N = 3SE +/- 1446.03, N = 3SE +/- 1027.18, N = 3SE +/- 974.37, N = 3SE +/- 877.98, N = 3SE +/- 1436.75, N = 3341594539851563401445853060662690688418598837110656119049129755163086171133

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - SobelGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1122334455SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.72, N = 3SE +/- 0.03, N = 3SE +/- 0.37, N = 3SE +/- 0.42, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 1.56, N = 312.617.720.910.515.615.920.323.430.131.735.437.545.649.1

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Stereo MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX2004006008001000SE +/- 0.41, N = 3SE +/- 0.92, N = 3SE +/- 0.84, N = 3SE +/- 0.62, N = 3SE +/- 1.48, N = 3SE +/- 1.08, N = 3SE +/- 2.55, N = 3SE +/- 2.41, N = 3SE +/- 1.38, N = 3SE +/- 22.41, N = 3SE +/- 28.76, N = 3SE +/- 45.14, N = 3SE +/- 53.56, N = 3SE +/- 79.34, N = 3137.5188.3217.8196.2286.4313.9337.3414.9468.7503.4575.0615.8793.6806.6

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - CannyGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 31.121.692.211.191.801.832.162.683.173.704.134.536.136.46

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Histogram EqualizationGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 36.007.898.674.256.666.589.0810.6013.6014.3015.8016.9020.9023.10

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Depth of FieldGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX246810SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 31.311.932.231.562.292.372.773.423.944.565.075.457.477.75

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Face DetectionGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX60120180240300SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 0.83, N = 3SE +/- 1.23, N = 3SE +/- 0.84, N = 3SE +/- 0.72, N = 3SE +/- 0.70, N = 3SE +/- 0.61, N = 3SE +/- 0.12, N = 392.6120.5124.4104.9140.0143.7161.5179.4196.5218.7229.9245.8283.6285.5

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Feature MatchingGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX2004006008001000SE +/- 3.20, N = 3SE +/- 3.79, N = 3SE +/- 2.71, N = 3SE +/- 8.03, N = 3SE +/- 20.59, N = 3SE +/- 46.57, N = 3SE +/- 0.98, N = 3SE +/- 3.60, N = 3SE +/- 60.03, N = 3SE +/- 79.22, N = 3SE +/- 51.74, N = 3SE +/- 5.25, N = 3SE +/- 30.98, N = 3SE +/- 2.78, N = 3161.4189.8188.9332.3466.1512.3455.0606.1789.3796.8673.0816.7923.9963.0

OpenBenchmarking.orgFPS, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Particle PhysicsGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 TiRTX 2060RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 17.79, N = 3SE +/- 9.04, N = 3SE +/- 13.31, N = 3SE +/- 21.43, N = 3SE +/- 160.86, N = 3SE +/- 66.30, N = 3SE +/- 186.78, N = 3SE +/- 254.19, N = 3SE +/- 283.95, N = 3SE +/- 104.16, N = 3SE +/- 144.82, N = 3SE +/- 394.95, N = 3SE +/- 373.44, N = 3SE +/- 197.79, N = 34075.85173.57043.45550.78143.98179.38963.310535.511308.114020.114737.015918.018154.419537.3

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX60120180240300Min: 8.46 / Avg: 57.65 / Max: 109.21Min: 8.45 / Avg: 64.56 / Max: 143.77Min: 15.21 / Avg: 95.21 / Max: 176.52Min: 15.1 / Avg: 102.77 / Max: 192.38Min: 15.33 / Avg: 131.28 / Max: 252.57Min: 16.01 / Avg: 139.4 / Max: 257.78Min: 6.24 / Avg: 64.43 / Max: 128.04Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 24.02 / Avg: 126.58 / Max: 312.98

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX TITAN XGTX 1050 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1632486480Min: 29 / Avg: 62.51 / Max: 82Min: 27 / Avg: 61.47 / Max: 74Min: 33 / Avg: 52.58 / Max: 74Min: 31 / Avg: 65.22 / Max: 80Min: 30 / Avg: 70.66 / Max: 85Min: 32 / Avg: 70.56 / Max: 85Min: 28 / Avg: 52.14 / Max: 68Min: 32 / Avg: 52.77 / Max: 69Min: 29 / Avg: 59.81 / Max: 78Min: 32 / Avg: 45.46 / Max: 58Min: 28 / Avg: 61.17 / Max: 83Min: 27 / Avg: 49.62 / Max: 67Min: 30 / Avg: 50.85 / Max: 66Min: 30 / Avg: 51.27 / Max: 76Min: 33 / Avg: 55.48 / Max: 68Min: 29 / Avg: 48.98 / Max: 66Min: 29 / Avg: 51.56 / Max: 73Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 54.87 / Max: 76Min: 29 / Avg: 50.76 / Max: 71Min: 28 / Avg: 62.06 / Max: 83Min: 28 / Avg: 49.61 / Max: 73Min: 29 / Avg: 56.11 / Max: 78Min: 35 / Avg: 55.61 / Max: 78

70 Results Shown

FAHBench
GROMACS
NAMD CUDA
Mixbench:
  OpenCL - Single Precision
  OpenCL - Double Precision
  OpenCL - Integer
  NVIDIA CUDA - Single Precision
  NVIDIA CUDA - Double Precision
  NVIDIA CUDA - Half Precision
  NVIDIA CUDA - Integer
OctaneBench
LuxCoreRender OpenCL:
  LuxCore Benchmark
  DLSC
  Rainbow Colors and Prism
  Food
Rodinia
ArrayFire
clpeak:
  Global Memory Bandwidth
  Single-Precision Float
  Double-Precision Double
  Integer Compute INT
NeatBench
FinanceBench
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  No - Training - Mobilenet - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - DenseNet 201 - OpenCL
  No - Inference - IMDB LSTM - OpenCL
LeelaChessZero
cl-mem:
  Read
  Write
  Copy
MandelGPU
ViennaCL
RedShift Demo
Hashcat:
  MD5
  SHA1
  SHA-512
  7-Zip
  TrueCrypt RIPEMD160 + XTS
Geekbench:
  GPU OpenCL
  GPU OpenCL - Sobel
  GPU OpenCL - Stereo Matching
  GPU OpenCL - Canny
  GPU OpenCL - Histogram Equalization
  GPU OpenCL - Gaussian Blur
  GPU OpenCL - Face Detection
  GPU OpenCL - Feature Matching
  GPU OpenCL - Particle Physics
  GPU Vulkan
  GPU Vulkan - Sobel
  GPU Vulkan - Stereo Matching
  GPU Vulkan - Canny
  GPU Vulkan - Histogram Equalization
  GPU Vulkan - Gaussian Blur
  GPU Vulkan - Depth of Field
  GPU Vulkan - Face Detection
  GPU Vulkan - Feature Matching
  GPU Vulkan - Particle Physics
  GPU NVIDIA CUDA
  GPU NVIDIA CUDA - Sobel
  GPU NVIDIA CUDA - Stereo Matching
  GPU NVIDIA CUDA - Canny
  GPU NVIDIA CUDA - Histogram Equalization
  GPU NVIDIA CUDA - Depth of Field
  GPU NVIDIA CUDA - Face Detection
  GPU NVIDIA CUDA - Feature Matching
  GPU NVIDIA CUDA - Particle Physics
GPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius