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 Benchmarksredshift: lczero: OpenCLgromacs-gpu: Water Benchmarkoctanebench: Total Scorefahbench: luxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCgeekbench: GPU Vulkan - Particle Physicsgeekbench: GPU Vulkan - Feature Matchinggeekbench: GPU Vulkan - Face Detectiongeekbench: GPU Vulkan - Depth of Fieldgeekbench: GPU Vulkan - Gaussian Blurgeekbench: GPU Vulkan - Histogram Equalizationgeekbench: GPU Vulkan - Cannygeekbench: GPU Vulkan - Stereo Matchinggeekbench: GPU Vulkan - Sobelgeekbench: GPU Vulkanplaidml: No - Inference - DenseNet 201 - OpenCLluxcorerender-cl: Rainbow Colors and Prismplaidml: No - Training - Mobilenet - OpenCLgeekbench: GPU NVIDIA CUDA - Particle Physicsgeekbench: GPU NVIDIA CUDA - Feature Matchinggeekbench: GPU NVIDIA CUDA - Face Detectiongeekbench: GPU NVIDIA CUDA - Depth of Fieldgeekbench: GPU NVIDIA CUDA - Histogram Equalizationgeekbench: GPU NVIDIA CUDA - Cannygeekbench: GPU NVIDIA CUDA - Stereo Matchinggeekbench: GPU NVIDIA CUDA - Sobelgeekbench: GPU NVIDIA CUDAclpeak: Double-Precision Doublegeekbench: GPU OpenCL - Particle Physicsgeekbench: GPU OpenCL - Feature Matchinggeekbench: GPU OpenCL - Face Detectiongeekbench: GPU OpenCL - Gaussian Blurgeekbench: GPU OpenCL - Histogram Equalizationgeekbench: GPU OpenCL - Cannygeekbench: GPU OpenCL - Stereo Matchinggeekbench: GPU OpenCL - Sobelgeekbench: GPU OpenCLnamd-cuda: ATPase Simulation - 327,506 Atomsplaidml: No - Inference - IMDB LSTM - OpenCLrodinia: OpenCL Particle Filtercl-mem: Readcl-mem: Writecl-mem: Copymandelgpu: GPUplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLhashcat: MD5hashcat: SHA-512arrayfire: Conjugate Gradient OpenCLhashcat: SHA1clpeak: Integer Compute INTviennacl: OpenCL LU Factorizationclpeak: Global Memory Bandwidthhashcat: TrueCrypt RIPEMD160 + XTSclpeak: Single-Precision Floatmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Integermixbench: NVIDIA CUDA - Half Precisionmixbench: OpenCL - Single Precisionmixbench: OpenCL - Integerneatbench: GPUmixbench: OpenCL - Double Precisionfinancebench: Black-Scholes OpenCLhashcat: 7-ZipGTX 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 RTX19821.80251.15504552.69410.390.810.9841.973.2269.870.59513111.2523.83490.384.978.561530230.3508.66408.288.349593.7647.286190.181974.962149.60625.559.5469.7827.81886724302.15458.90322962.30410.440.971.1545.542.8492.410.50785143.1518.40981.577.772.879940246.7609.16434.078.968789.9952.920682.232604.972779.32828.809.5393.0119.513200111551632.99596.20086490.84600.671.461.7373.894.8173.25137.480.36071203.0813.185144.6136.3125.9113624502.0910.91716.825.4001145.1460.1979144.563874.984141.791215.7515.4137.2014.196100262653.271110.814321102.36680.781.631.9382.215.1180.47159.720.33566228.4611.774165.3159.1145.0121139566.81053.49810.504.9041306.5161.9362165.294472.774683.961389.9017.3159.3312.10176682833.857143.521432115.77530.922.002.3699.846.5989.28197.230.29138267.8810.071266.0245.9217.8148357386.11290.481029.363.6221612.5264.5358264.745512.895844.901711.03197.449.59690664.081154.420819123.18970.982.092.50105.396.4793.03219.420.27103294.109.155243.5237.6214.4162891036.91369.201106.293.9171757.8165.9450246.436121.766463.101911.01221.889.32325652.08455.43259361.58890.460.961.1349.713.9857.1384.600.53233130.6621.26795.291.287.975842143.4594.41481.317.775719.4651.338192.342331.182379.0184.55667.9042.392561.98771.5384.7824.362200105459333.18191.732906102.26830.651.531.782776.4302.1103.41.121.947.321.51117.69.893824179.135.4183.524075.8161.492.61.316.001.12137.512.634159150.684049.0199.8106.91.096.401.62135.012.8373800.30957227.2312.002154.4148.1138.5130290433.8987.07775.73139913000005646000005.00046536666671275.1261.6530147.661519004110.714167.41151.631187.7275.774355.281354.14150.4813.34020973375597504.052132.839354139.49740.922.122.463796.5401.8123.01.522.819.172.22159.312.851683108.466.62103.795173.5189.8120.51.937.891.69188.317.745398223.605319.9230.7126.61.18.212.37174.818.3484450.24022314.838.205206.2199.5183.3184077179.71392.461052.64197340666678172000004.07766196000001695.7966.2068197.202164006093.026174.80225.051764.63113.326476.922019.0821.5224.828.96828906773199474.259141.667655137.13930.982.242.55108.235.3899.64242.700.22300331.847.791206.2198.2184.1194875210.81485.781070.9011679240000886926333.81429079000002076.4569.1838198.186788.406647.94240.921887.61121.427018.902157.31241.997.298741126624.634148.472009151.56790.992.132.455199.0488.7140.52.053.7611.32.81217.917.366570112.284.2399.827043.4188.9124.42.238.672.21217.820.951563298.466965.7245.5127.21.098.923.02211.321.1560510.22426398.826.457229.6225.6207.4231826397.81665.721154.132664026666710909333333.38788756666672430.5570.6880223.142868008218.628182.72296.092326.09149.358520.972655.5824.6296.666.981381467140031013.25377.41021875.81350.671.511.733687.8332.993.41.271.954.771.41153.59.603691459.373.9365.595550.7332.3104.91.564.251.19196.210.540144109.205763.4401.8105.81.535.151.54187.610.9395380.34503201.2717.823108.7104.499.2132266243.9814.50573.67114626666675409333336.80839219666672641.3862.9607105.311463002673.643474.1792.373108.846948.333441.363466.7212.891.7724.145285205100121551514.12292.36783982.05210.811.361.615400.9483.0121.91.762.876.832.20206.514.65317173.172.7377.108143.9466.1140.02.296.661.80286.415.658530157.988271.3533.3147.52.307.742.36261.616.4576870.26211269.1712.487167.0145.8143.8186025762.61080.43740.17169606666678029000004.44557768000004128.3967.9330156.862135674123.664993.92133.884492.3210057.464943.064975.18132.7516.57778528856789658954.412119.105265125.61580.992.202.565577.1467.2124.21.793.016.322.19216.514.25382787.255.5897.948179.3512.3143.72.376.581.83313.915.960662168.568637.7560.4145.02.397.492.43286.316.0592010.24290289.4211.893163.9157.3145.9193795979.51199.66858.90178622666678464333334.54160787333334338.6767.8200158.152301334543.645313.33141.364753.1110568.465259.295303.5118.6141.2515.25932693375673664.629135.657134135.60731.092.262.63100.515.61111.39172.490.23177298.7711.482296.6240.7240.2200846066.41380.681080.112.6424280.5568.1532276.354440.235440.74144.144866.6110862.905462.595432.40144.3015.27178777334.789133.345138.55781.072.112.516014.8516.0135.51.993.328.572.66224.718.46183498.995.01108.068963.3455.0161.52.779.082.16337.320.369068184.349425.9619.5162.22.6910.22.84300.320.2679760.22800313.0810.847251.2223.9211.1210891296.21427.431038.86197093666679249666673.06866429666674734.3670.0287234.912510004778.235888.78157.145271.3411787.375821.195803.63155.7814.385356133468102905.416166.098571178.47121.172.793.347398.0614.6158.22.344.089.113.30298.721.574474125.237.97125.3310535.5606.1179.43.4210.62.68414.923.484185232.1711529.4682.5187.53.3611.93.56327.324.4813140.20635390.078.836297.4258.7239.4252924048.71719.711285.582628036666711450333332.65983290000005356.8473.3091276.943100675417.557339.39196.306539.8114646.467222.287275.3328.3194.8012.555434467377123355.789206.078943200.76641.333.544.20146.9011.32154.81261.890.20057438.267.914396.8341.3288.0281931310.02012.371585.762973926666712902666672.08394277000006930.2172.5010368.943501337034.778264.66221.807348.9116507.068159.158218.02222.1510.498489300376123115.865207.538286199.87191.303.494.178093.8674.8166.02.634.759.983.79341.525.283900147.8710.98153.0311308.1789.3196.53.9413.63.17468.730.198837267.7912958.4736.9186.93.9114.34.21347.927.7919920.20362444.847.767396.9328.5284.4284631717.41996.601575.653025086666713123000002.09796126666677133.7772.5699369.303568677265.918435.23226.217540.2816838.728357.968362.8635.8226.6510.254497267349147306.249221.193748221.72841.903.694.449478.3769.0184.02.845.4810.74.35379.327.294062149.6910.21154.7414020.1796.8218.74.5614.33.70503.431.7110656308.8614667.7799.7211.34.4915.24.79459.032.01050520.19625500.266.837396.8322.9292.1323061985.42287.031712.753562063333315541000002.071112060666678484.4174.4473369.624195678540.739754.99260.978722.2819501.679630.839696.38259.118.263583333341154426.536224.387211235.53411.873.554.3210397.5674.0189.83.106.0710.54.80416.328.498365151.999.24154.3514737.0673.0229.95.0715.84.13575.035.4119049345.1115943.8704.9219.34.9715.95.32466.436.51117380.19265544.546.196396.5338.1290.0345359936.42322.391726.603970463333317083666672.075125111000009141.2374.7298369.234559679161.1810845.36291.569732.4821764.4010812.5210930.5638.3290.137.657636800324175016.572234.066446248.01181.933.624.3811015.1806.2195.03.216.6311.35.22459.730.8107002159.799.14158.8215918.0816.7245.85.4516.94.53615.837.5129755376.3217165.5780.0241.55.4417.25.79531.338.31218650.19329588.045.718437.6352.9301.7374422420.62432.731815.924345533333318870333331.9001364306666710266.7276.1016405.9250396710264.3811685.95315.6110562.9923628.7811758.6511752.11315.036.811700867247218397.136310.814399290.72492.234.755.6714922.7623.75216.44.348.5611.66.86619.536.6131964212.1112.33187.7318154.4923.9283.67.4720.96.13793.645.6163086522.2222071.1940.0261.77.5420.67.79606.047.41511830.19082753.754.414545.7449.5324.0448915216.62751.852406.165636006666724604000001.6771789283333313629.3775.7871506.9065003313536.2514734.03409.4614103.7931492.2416061.0916323.94436.816.020874933235224247.117324.546769292.15932.234.995.9814873.1672.14221.33.979.1412.07.20639.539.1134998227.3012.73198.3719537.3963.0285.57.7523.16.46806.649.1171133548.2622604.1902.0297.07.9320.48.17639.449.81582810.19195775.694.250567.7491.7322.7480798376.62856.832544.675919570000025855333331.6661876646666713783.9376.6410530.7968160014178.8515103.61413.6614426.1132084.7915032.4716979.9948.1454.375.701925400OpenBenchmarking.org

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 3.0TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1070 TiGTX 1080GTX 1070GTX 1660 SUPERGTX 980 TiGTX 1660 TiGTX 1660GTX 980GTX 1060GTX 970GTX 1650 SUPERGTX 165030060090012001500SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 4.37, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 0.33, N = 3SE +/- 1.76, N = 3SE +/- 1.45, N = 3SE +/- 0.33, N = 323524732434134937637746873174175575676678789610021054111512151400

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: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2060 SUPERRTX 2070RTX 2060GTX 1070 TiGTX 1070GTX TITAN XGTX 980 TiGTX 1660 TiGTX 1660 SUPERGTX 980GTX 1060GTX 1660GTX 970GTX 1650 SUPERGTX 1650GTX 1050 TiGTX 960GTX 9505K10K15K20K25KSE +/- 20.50, N = 3SE +/- 55.16, N = 3SE +/- 79.08, N = 3SE +/- 77.45, N = 3SE +/- 28.58, N = 3SE +/- 57.21, N = 3SE +/- 61.94, N = 3SE +/- 70.73, N = 3SE +/- 64.75, N = 3SE +/- 85.75, N = 3SE +/- 27.94, N = 3SE +/- 28.99, N = 3SE +/- 56.77, N = 3SE +/- 54.30, N = 3SE +/- 43.89, N = 3SE +/- 28.32, N = 3SE +/- 3.38, N = 3SE +/- 36.50, N = 3SE +/- 19.16, N = 3SE +/- 6.17, N = 3SE +/- 2.73, N = 3SE +/- 10.44, N = 3SE +/- 16.29, N = 32242421839175011544214730126621233512311102909947975090668283773373666265593358955163515131012565243019821. (CXX) g++ options: -flto -pthread

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 BenchmarkRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1080GTX 1660 SUPERGTX 1660GTX 1070 TiGTX 1650 SUPERGTX TITAN XGTX 1070GTX 980 TiGTX 980GTX 1650GTX 1060GTX 970GTX 960GTX 1050 TiGTX 950246810SE +/- 0.020, N = 2SE +/- 0.005, N = 3SE +/- 0.041, N = 3SE +/- 0.015, N = 3SE +/- 0.008, N = 3SE +/- 0.013, N = 3SE +/- 0.016, N = 3SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 37.1367.1176.5726.5366.2495.8655.7895.4164.7894.6344.6294.4124.2594.1224.0814.0523.8573.2713.2533.1812.9952.1542.0841.8021. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

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 ScoreTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX TITAN XGTX 1080GTX 980 TiGTX 1070 TiGTX 1660 SUPERGTX 1660 TiGTX 1070GTX 1660GTX 980GTX 970GTX 1650 SUPERGTX 1060GTX 1650GTX 960GTX 1050 TiGTX 95070140210280350324.55310.81234.07224.39221.19207.54206.08166.10154.42148.47143.52141.67135.66133.35132.84119.11110.8196.2092.3791.7377.4158.9055.4351.16

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 2.3.2TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1080GTX 1070GTX 1660 TiGTX 1070 TiGTX 1660 SUPERGTX 1660GTX TITAN XGTX 980 TiGTX 980GTX 1060GTX 970GTX 1650 SUPERGTX 1650GTX 960GTX 1050 TiGTX 95060120180240300SE +/- 0.85, N = 3SE +/- 1.17, N = 3SE +/- 0.82, N = 3SE +/- 0.92, N = 3SE +/- 1.06, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.54, N = 3SE +/- 0.41, N = 3SE +/- 0.46, N = 3SE +/- 0.42, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.31, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3292.16290.72248.01235.53221.73200.77199.87178.47151.57139.50138.56137.14135.61125.62123.19115.78102.37102.2790.8582.0575.8162.3061.5952.69

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: FoodTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1660GTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980 TiGTX 1650 SUPERGTX 980GTX 1650GTX 970GTX 1060GTX 1050 TiGTX 960GTX 9500.50181.00361.50542.00722.509SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.232.231.931.901.871.331.301.171.091.070.990.990.980.980.920.920.810.780.670.670.650.460.440.39

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1070 TiGTX 1660GTX 1080GTX 1070GTX 1660 TiGTX TITAN XGTX 980 TiGTX 980GTX 1060GTX 1650GTX 970GTX 1650 SUPERGTX 960GTX 1050 TiGTX 9501.12282.24563.36844.49125.614SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.994.753.693.623.553.543.492.792.262.242.202.132.122.112.092.001.631.531.511.461.360.970.960.81

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1660GTX 1070 TiGTX 1660 TiGTX TITAN XGTX 1070GTX 1080GTX 980 TiGTX 980GTX 1060GTX 1650GTX 970GTX 1650 SUPERGTX 960GTX 1050 TiGTX 9501.34552.6914.03655.3826.7275SE +/- 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 = 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 +/- 0.00, N = 3SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 35.985.674.444.384.324.204.173.342.632.562.552.512.502.462.452.361.931.781.731.731.611.151.130.98

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.orgFPS, More Is BetterGeekbench 5Test: GPU Vulkan - Particle PhysicsRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1070GTX 1650GTX 10603K6K9K12K15KSE +/- 25.71, N = 12SE +/- 53.40, N = 15SE +/- 28.02, N = 3SE +/- 150.31, N = 4SE +/- 18.91, N = 3SE +/- 35.24, N = 10SE +/- 37.73, N = 8SE +/- 9.67, N = 3SE +/- 29.28, N = 3SE +/- 18.10, N = 3SE +/- 16.12, N = 3SE +/- 7.19, N = 3SE +/- 13.55, N = 3SE +/- 7.63, N = 314922.714873.111015.110397.59478.38093.87398.06014.85577.15400.95199.03796.53687.82776.4

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Feature MatchingRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080TITAN RTXRTX 2080 TiRTX 2060GTX 1660 TiGTX 1080GTX 1650 SUPERGTX 1660GTX 1070GTX 1650GTX 10602004006008001000SE +/- 6.15, N = 3SE +/- 23.85, N = 3SE +/- 14.86, N = 10SE +/- 28.01, N = 4SE +/- 92.03, N = 15SE +/- 111.09, N = 12SE +/- 10.95, N = 8SE +/- 21.11, N = 3SE +/- 13.22, N = 3SE +/- 1.18, N = 3SE +/- 1.36, N = 3SE +/- 9.53, N = 3SE +/- 8.71, N = 3SE +/- 4.17, N = 3806.20769.00674.80674.00672.14623.75614.60516.00488.70483.00467.20401.80332.90302.10

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Face DetectionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1070GTX 1650 SUPERGTX 1060GTX 165050100150200250SE +/- 1.46, N = 15SE +/- 2.08, N = 12SE +/- 5.22, N = 3SE +/- 1.57, N = 4SE +/- 0.66, N = 3SE +/- 1.58, N = 10SE +/- 1.01, N = 8SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 1.50, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3221.3216.4195.0189.8184.0166.0158.2140.5135.5124.2123.0121.9103.493.4

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Depth of FieldRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1070GTX 1650GTX 10600.97651.9532.92953.9064.8825SE +/- 0.14, N = 12SE +/- 0.08, N = 15SE +/- 0.02, N = 3SE +/- 0.12, N = 4SE +/- 0.11, N = 3SE +/- 0.06, N = 10SE +/- 0.07, N = 8SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.343.973.213.102.842.632.342.051.991.791.761.521.271.12

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Gaussian BlurTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1070GTX 1650GTX 10603691215SE +/- 0.09, N = 15SE +/- 0.12, N = 12SE +/- 0.00, N = 3SE +/- 0.05, N = 4SE +/- 0.03, N = 3SE +/- 0.01, N = 10SE +/- 0.03, N = 8SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 39.148.566.636.075.484.754.083.763.323.012.872.811.951.94

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Histogram EqualizationTITAN RTXRTX 2080 TiRTX 2080 SUPERGTX 1080RTX 2070 SUPERRTX 2080RTX 2070GTX 1070RTX 2060GTX 1660 TiGTX 1060GTX 1650 SUPERGTX 1660GTX 16503691215SE +/- 0.07, N = 15SE +/- 0.09, N = 12SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 4SE +/- 0.07, N = 10SE +/- 0.16, N = 3SE +/- 0.04, N = 8SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.0011.6011.3011.3010.7010.509.989.179.118.577.326.836.324.77

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - CannyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 1650246810SE +/- 0.05, N = 15SE +/- 0.05, N = 12SE +/- 0.03, N = 3SE +/- 0.04, N = 4SE +/- 0.05, N = 3SE +/- 0.06, N = 10SE +/- 0.00, N = 8SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.206.865.224.804.353.793.302.812.662.222.202.191.511.41

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - Stereo MatchingTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1080GTX 1660GTX 1650 SUPERGTX 1070GTX 1650GTX 1060140280420560700SE +/- 13.96, N = 15SE +/- 15.90, N = 12SE +/- 28.67, N = 3SE +/- 20.63, N = 4SE +/- 21.41, N = 3SE +/- 8.17, N = 10SE +/- 11.35, N = 8SE +/- 19.43, N = 3SE +/- 1.59, N = 3SE +/- 9.84, N = 3SE +/- 13.30, N = 3SE +/- 0.84, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3639.5619.5459.7416.3379.3341.5298.7224.7217.9216.5206.5159.3153.5117.6

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU Vulkan - SobelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1080GTX 1650 SUPERGTX 1660GTX 1070GTX 1060GTX 1650918273645SE +/- 0.29, N = 15SE +/- 0.36, N = 12SE +/- 0.27, N = 3SE +/- 0.24, N = 4SE +/- 0.66, N = 3SE +/- 0.24, N = 10SE +/- 0.31, N = 8SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.35, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 339.1036.6030.8028.4027.2025.2021.5018.4017.3014.6014.2012.809.899.60

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1070GTX 1060GTX 165030K60K90K120K150KSE +/- 1195.06, N = 15SE +/- 1275.63, N = 12SE +/- 1115.20, N = 3SE +/- 1355.59, N = 4SE +/- 1305.93, N = 3SE +/- 776.53, N = 10SE +/- 764.50, N = 8SE +/- 314.18, N = 3SE +/- 473.86, N = 3SE +/- 303.61, N = 3SE +/- 452.02, N = 3SE +/- 257.26, N = 3SE +/- 92.05, N = 3SE +/- 69.33, N = 31349981319641070029836594062839007447466570618345382753171516833824136914

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: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080GTX 1070GTX 1070 TiGTX TITAN XGTX 1660 SUPERGTX 980 TiGTX 1660 TiGTX 1660GTX 980GTX 1060GTX 970GTX 1650 SUPERGTX 1650GTX 1050 TiGTX 960GTX 95050100150200250SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3227.30212.11159.79151.99149.69147.87146.90125.23112.28108.46108.23105.39100.5199.8498.9987.2582.2179.1373.8973.1759.3749.7145.5441.97

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: Rainbow Colors and PrismTITAN RTXRTX 2080 TiRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2060GTX 1070GTX 980 TiGTX TITAN XGTX 1660 SUPERGTX 1660GTX 1060GTX 1070 TiGTX 980GTX 1660 TiGTX 970GTX 1080GTX 1050 TiGTX 1650GTX 950GTX 960GTX 1650 SUPER3691215SE +/- 0.18, N = 4SE +/- 0.02, N = 4SE +/- 0.09, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.7312.3311.3210.9810.219.249.147.976.626.596.475.615.585.415.385.115.014.814.233.983.933.222.842.73

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: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1070GTX 1080GTX 1070 TiGTX 1660GTX TITAN XGTX 980 TiGTX 1060GTX 980GTX 1650 SUPERGTX 970GTX 1650GTX 1050 Ti4080120160200SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3198.37187.73158.82154.81154.74154.35153.03125.33111.39108.06103.7999.8299.6497.9493.0389.2883.5280.4777.1073.2565.5957.13

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.orgFPS, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Particle PhysicsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1650GTX 1070GTX 10604K8K12K16K20KSE +/- 197.79, N = 3SE +/- 373.44, N = 3SE +/- 394.95, N = 3SE +/- 144.82, N = 3SE +/- 104.16, N = 3SE +/- 283.95, N = 3SE +/- 254.19, N = 3SE +/- 186.78, N = 3SE +/- 66.30, N = 3SE +/- 160.86, N = 3SE +/- 13.31, N = 3SE +/- 21.43, N = 3SE +/- 9.04, N = 3SE +/- 17.79, N = 319537.318154.415918.014737.014020.111308.110535.58963.38179.38143.97043.45550.75173.54075.8

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Feature MatchingTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060GTX 1660GTX 1650 SUPERGTX 1660 TiGTX 1650GTX 1070GTX 1080GTX 10602004006008001000SE +/- 2.78, N = 3SE +/- 30.98, N = 3SE +/- 5.25, N = 3SE +/- 79.22, N = 3SE +/- 60.03, N = 3SE +/- 51.74, N = 3SE +/- 3.60, N = 3SE +/- 46.57, N = 3SE +/- 20.59, N = 3SE +/- 0.98, N = 3SE +/- 8.03, N = 3SE +/- 3.79, N = 3SE +/- 2.71, N = 3SE +/- 3.20, N = 3963.0923.9816.7796.8789.3673.0606.1512.3466.1455.0332.3189.8188.9161.4

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Face DetectionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1070GTX 1650GTX 106060120180240300SE +/- 0.12, N = 3SE +/- 0.61, N = 3SE +/- 0.70, N = 3SE +/- 0.72, N = 3SE +/- 0.84, N = 3SE +/- 1.23, N = 3SE +/- 0.83, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.27, N = 3285.5283.6245.8229.9218.7196.5179.4161.5143.7140.0124.4120.5104.992.6

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Depth of FieldTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1070GTX 1650GTX 1060246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, 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 +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.757.475.455.074.563.943.422.772.372.292.231.931.561.31

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Histogram EqualizationTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1080GTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 1650612182430SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, 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 +/- 0.01, N = 323.1020.9016.9015.8014.3013.6010.609.088.677.896.666.586.004.25

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - CannyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1070GTX 1650GTX 1060246810SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, 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 +/- 0.00, N = 3SE +/- 0.00, N = 36.466.134.534.133.703.172.682.212.161.831.801.691.191.12

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - Stereo MatchingTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1650GTX 1070GTX 10602004006008001000SE +/- 79.34, N = 3SE +/- 53.56, N = 3SE +/- 45.14, N = 3SE +/- 28.76, N = 3SE +/- 22.41, N = 3SE +/- 1.38, N = 3SE +/- 2.41, N = 3SE +/- 2.55, N = 3SE +/- 1.08, N = 3SE +/- 1.48, N = 3SE +/- 0.84, N = 3SE +/- 0.62, N = 3SE +/- 0.92, N = 3SE +/- 0.41, N = 3806.6793.6615.8575.0503.4468.7414.9337.3313.9286.4217.8196.2188.3137.5

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU NVIDIA CUDA - SobelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1070GTX 1660GTX 1650 SUPERGTX 1060GTX 16501122334455SE +/- 1.56, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3SE +/- 0.42, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 3SE +/- 0.72, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 349.145.637.535.431.730.123.420.920.317.715.915.612.610.5

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDATITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1070GTX 1650GTX 106040K80K120K160K200KSE +/- 1436.75, N = 3SE +/- 877.98, N = 3SE +/- 974.37, N = 3SE +/- 1027.18, N = 3SE +/- 1446.03, N = 3SE +/- 296.10, N = 3SE +/- 231.16, N = 3SE +/- 164.65, N = 3SE +/- 586.32, N = 3SE +/- 337.91, N = 3SE +/- 130.02, N = 3SE +/- 107.97, N = 3SE +/- 92.48, N = 3SE +/- 99.34, N = 3171133163086129755119049110656988378418569068606625853051563453984014434159

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERGTX 1070 TiRTX 2060GTX 1070GTX TITAN XGTX 980 TiGTX 1660 TiGTX 1660 SUPERGTX 1660GTX 980GTX 1650 SUPERGTX 1060GTX 970GTX 1650GTX 960GTX 1050 TiGTX 950120240360480600SE +/- 1.32, N = 3SE +/- 1.30, N = 3SE +/- 0.03, N = 3SE +/- 0.91, N = 3SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.71, N = 3SE +/- 0.69, N = 3SE +/- 0.06, N = 3SE +/- 0.58, N = 3SE +/- 0.38, N = 4SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.46, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.23, N = 3SE +/- 0.02, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 4SE +/- 0.17, N = 3548.26522.22376.32345.11308.86298.46267.79261.89242.70232.17223.60219.42197.23184.34172.49168.56159.72157.98150.68137.48109.2092.4184.6069.871. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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.orgFPS, More Is BetterGeekbench 5Test: GPU OpenCL - Particle PhysicsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1650GTX 1070GTX 10605K10K15K20K25KSE +/- 4.14, N = 3SE +/- 14.38, N = 3SE +/- 4.60, N = 4SE +/- 7.16, N = 3SE +/- 4.71, N = 3SE +/- 20.49, N = 3SE +/- 8.06, N = 3SE +/- 15.10, N = 3SE +/- 9.19, N = 3SE +/- 14.24, N = 3SE +/- 0.36, N = 3SE +/- 4.20, N = 3SE +/- 1.01, N = 3SE +/- 21.54, N = 322604.122071.117165.515943.814667.712958.411529.49425.98637.78271.36965.75763.45319.94049.0

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Feature MatchingRTX 2080 TiTITAN RTXRTX 2070 SUPERRTX 2080 SUPERRTX 2070RTX 2080RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070GTX 10602004006008001000SE +/- 30.34, N = 3SE +/- 10.17, N = 3SE +/- 14.54, N = 3SE +/- 68.14, N = 4SE +/- 19.31, N = 3SE +/- 75.63, N = 3SE +/- 5.50, N = 3SE +/- 5.45, N = 3SE +/- 3.98, N = 3SE +/- 3.06, N = 3SE +/- 0.85, N = 3SE +/- 1.56, N = 3SE +/- 0.17, N = 3SE +/- 7.39, N = 3940.0902.0799.7780.0736.9704.9682.5619.5560.4533.3401.8245.5230.7199.8

OpenBenchmarking.orgimages/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Face DetectionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060RTX 2070GTX 1660 TiGTX 1650 SUPERGTX 1660GTX 1080GTX 1070GTX 1060GTX 165060120180240300SE +/- 0.50, N = 3SE +/- 29.78, N = 3SE +/- 10.03, N = 4SE +/- 14.65, N = 3SE +/- 12.57, N = 3SE +/- 0.12, N = 3SE +/- 16.51, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.09, N = 3SE +/- 1.90, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3297.0261.7241.5219.3211.3187.5186.9162.2147.5145.0127.2126.6106.9105.8

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Gaussian BlurTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1650GTX 1070GTX 1080GTX 1060246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 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 = 3SE +/- 0.00, N = 37.937.545.444.974.493.913.362.692.392.301.531.101.091.09

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Histogram EqualizationRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1080GTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 1650510152025SE +/- 0.00, N = 3SE +/- 0.21, N = 3SE +/- 0.00, N = 4SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 320.6020.4017.2015.9015.2014.3011.9010.208.928.217.747.496.405.15

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - CannyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1070GTX 1650 SUPERGTX 1060GTX 1650246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.00, N = 38.177.795.795.324.794.213.563.022.842.432.372.361.621.54

OpenBenchmarking.orgGpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - Stereo MatchingTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1650GTX 1070GTX 1060140280420560700SE +/- 0.91, N = 3SE +/- 0.15, N = 3SE +/- 15.46, N = 4SE +/- 18.55, N = 3SE +/- 5.39, N = 3SE +/- 13.41, N = 3SE +/- 20.59, N = 3SE +/- 18.03, N = 3SE +/- 24.64, N = 3SE +/- 17.75, N = 3SE +/- 0.59, N = 3SE +/- 6.21, N = 3SE +/- 0.44, N = 3SE +/- 0.12, N = 3639.4606.0531.3466.4459.0347.9327.3300.3286.3261.6211.3187.6174.8135.0

OpenBenchmarking.orgMpixels/sec, More Is BetterGeekbench 5Test: GPU OpenCL - SobelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 TiGTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 16501122334455SE +/- 1.62, N = 3SE +/- 1.27, N = 3SE +/- 0.80, N = 4SE +/- 0.38, N = 3SE +/- 0.23, N = 3SE +/- 0.38, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 349.847.438.336.532.027.724.421.120.218.316.416.012.810.9

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1080GTX 1070GTX 1650GTX 106030K60K90K120K150KSE +/- 587.09, N = 3SE +/- 1122.43, N = 3SE +/- 1779.71, N = 4SE +/- 1896.71, N = 3SE +/- 470.01, N = 3SE +/- 781.11, N = 3SE +/- 386.36, N = 3SE +/- 404.96, N = 3SE +/- 465.09, N = 3SE +/- 349.19, N = 3SE +/- 65.90, N = 3SE +/- 68.74, N = 3SE +/- 88.72, N = 3SE +/- 154.22, N = 3158281151183121865111738105052919928131467976592015768756051484453953837380

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 AtomsRTX 2080 TiTITAN RTXRTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1070 TiGTX 1080GTX 1660 TiGTX 1660 SUPERGTX 1070GTX 1660GTX 1650 SUPERGTX TITAN XGTX 980 TiGTX 1060GTX 980GTX 1650GTX 970GTX 960GTX 1050 TiGTX 9500.13390.26780.40170.53560.6695SE +/- 0.00046, N = 4SE +/- 0.00134, N = 4SE +/- 0.00054, N = 4SE +/- 0.00097, N = 4SE +/- 0.00025, N = 4SE +/- 0.00060, N = 4SE +/- 0.00191, N = 4SE +/- 0.00144, N = 4SE +/- 0.00101, N = 4SE +/- 0.00174, N = 4SE +/- 0.00217, N = 4SE +/- 0.00026, N = 4SE +/- 0.00276, N = 4SE +/- 0.00142, N = 4SE +/- 0.00061, N = 4SE +/- 0.00182, N = 4SE +/- 0.00163, N = 4SE +/- 0.00077, N = 3SE +/- 0.00291, N = 3SE +/- 0.00088, N = 3SE +/- 0.00170, N = 3SE +/- 0.00332, N = 3SE +/- 0.00392, N = 3SE +/- 0.00145, N = 30.190820.191950.192650.193290.196250.200570.203620.206350.223000.224260.228000.231770.240220.242900.262110.271030.291380.309570.335660.345030.360710.507850.532330.59513

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: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1080RTX 2060GTX 1070 TiGTX 1070GTX 1660 TiGTX 1660 SUPERGTX TITAN XGTX 1660GTX 1650 SUPERGTX 980 TiGTX 980GTX 1060GTX 970GTX 1650GTX 960GTX 1050 TiGTX 9502004006008001000SE +/- 0.80, N = 5SE +/- 1.41, N = 5SE +/- 0.50, N = 5SE +/- 0.58, N = 5SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.28, N = 5SE +/- 0.35, N = 4SE +/- 0.19, N = 4SE +/- 0.07, N = 4SE +/- 0.44, N = 4SE +/- 0.06, N = 4SE +/- 0.17, N = 4SE +/- 0.30, N = 4SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.57, N = 4SE +/- 0.41, N = 4SE +/- 0.09, N = 4SE +/- 0.11, N = 4SE +/- 0.34, N = 4SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3775.69753.75588.04544.54500.26444.84438.26398.82390.07331.84314.83313.08298.77294.10289.42269.17267.88228.46227.23203.08201.27143.15130.66111.25

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 FilterTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080GTX 1080RTX 2070 SUPERRTX 2070GTX 1070 TiRTX 2060 SUPERGTX 1070RTX 2060GTX TITAN XGTX 980 TiGTX 1660 TiGTX 1660 SUPERGTX 980GTX 1660GTX 1060GTX 1650 SUPERGTX 970GTX 1650GTX 960GTX 1050 TiGTX 950612182430SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.006, N = 7SE +/- 0.008, N = 7SE +/- 0.018, N = 6SE +/- 0.011, N = 6SE +/- 0.005, N = 6SE +/- 0.006, N = 6SE +/- 0.008, N = 6SE +/- 0.019, N = 6SE +/- 0.004, N = 5SE +/- 0.038, N = 5SE +/- 0.092, N = 5SE +/- 0.016, N = 5SE +/- 0.009, N = 5SE +/- 0.058, N = 4SE +/- 0.015, N = 4SE +/- 0.012, N = 4SE +/- 0.021, N = 4SE +/- 0.026, N = 4SE +/- 0.004, N = 3SE +/- 0.055, N = 3SE +/- 0.027, N = 3SE +/- 0.028, N = 34.2504.4145.7186.1966.4576.8377.7677.7917.9148.2058.8369.15510.07110.84711.48211.77411.89312.00212.48713.18517.82318.40921.26723.8341. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

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: ReadTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 980 TiGTX 1660 TiGTX TITAN XGTX 1080GTX 1070 TiGTX 1070GTX 1650 SUPERGTX 980GTX 1660GTX 1060GTX 970GTX 1650GTX 1050 TiGTX 950GTX 960120240360480600SE +/- 0.13, N = 9SE +/- 0.13, N = 8SE +/- 0.11, N = 8SE +/- 0.10, N = 8SE +/- 0.09, N = 8SE +/- 0.13, N = 8SE +/- 0.42, N = 8SE +/- 0.08, N = 7SE +/- 0.07, N = 7SE +/- 0.17, N = 6SE +/- 0.07, N = 6SE +/- 0.20, N = 6SE +/- 0.08, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.04, N = 5SE +/- 0.08, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 4SE +/- 0.04, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.80, N = 2567.7545.7437.6396.9396.8396.8396.5297.4296.6266.0251.2243.5229.6206.2206.2167.0165.3163.9154.4144.6108.795.290.381.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 2060GTX 980 TiGTX 1660 SUPERGTX TITAN XGTX 1080GTX 1660 TiGTX 1070GTX 1070 TiGTX 980GTX 1660GTX 1060GTX 1650 SUPERGTX 970GTX 1650GTX 1050 TiGTX 950GTX 960110220330440550SE +/- 0.97, N = 9SE +/- 0.21, N = 8SE +/- 0.27, N = 8SE +/- 0.29, N = 8SE +/- 0.51, N = 8SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.46, N = 7SE +/- 0.14, N = 6SE +/- 0.36, N = 7SE +/- 0.08, N = 6SE +/- 0.09, N = 6SE +/- 0.14, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.20, N = 5SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.04, N = 5SE +/- 0.15, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3491.7449.5352.9341.3338.1328.5322.9258.7245.9240.7237.6225.6223.9199.5198.2159.1157.3148.1145.8136.3104.491.284.977.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070GTX 1660 SUPERRTX 2060GTX 980 TiGTX TITAN XGTX 1660 TiGTX 1080GTX 1070 TiGTX 1070GTX 1660GTX 980GTX 1650 SUPERGTX 1060GTX 970GTX 1650GTX 1050 TiGTX 950GTX 96070140210280350SE +/- 0.10, N = 8SE +/- 0.08, N = 9SE +/- 0.05, N = 8SE +/- 0.07, N = 8SE +/- 0.06, N = 8SE +/- 0.06, N = 8SE +/- 0.09, N = 8SE +/- 0.05, N = 7SE +/- 0.06, N = 7SE +/- 0.07, N = 6SE +/- 0.11, N = 6SE +/- 0.06, N = 6SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.17, N = 5SE +/- 0.02, N = 5SE +/- 0.00, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3324.0322.7301.7292.1290.0288.0284.4240.2239.4217.8214.4211.1207.4184.1183.3145.9145.0143.8138.5125.999.287.978.572.81. (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: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080GTX 1660 TiGTX 1660 SUPERGTX 1070 TiGTX 1660GTX 1650 SUPERGTX 1070GTX TITAN XGTX 980 TiGTX 1650GTX 1060GTX 980GTX 970GTX 960GTX 1050 TiGTX 950100M200M300M400M500MSE +/- 2829613.77, N = 10SE +/- 2765042.11, N = 10SE +/- 2703218.20, N = 9SE +/- 1245853.73, N = 9SE +/- 1663935.40, N = 9SE +/- 2064512.42, N = 8SE +/- 1074135.38, N = 8SE +/- 1119740.36, N = 8SE +/- 528438.95, N = 8SE +/- 340263.98, N = 7SE +/- 173522.04, N = 7SE +/- 459096.61, N = 7SE +/- 481764.73, N = 7SE +/- 421595.14, N = 7SE +/- 327094.24, N = 7SE +/- 479054.57, N = 6SE +/- 353641.55, N = 6SE +/- 92918.17, N = 6SE +/- 339240.54, N = 6SE +/- 4075144.18, N = 15SE +/- 113731.50, N = 5SE +/- 68943.82, N = 4SE +/- 67025.37, N = 4SE +/- 40239.48, N = 3480798376.6448915216.6374422420.6345359936.4323061985.4284631717.4281931310.0252924048.7231826397.8210891296.2200846066.4194875210.8193795979.5186025762.6184077179.7162891036.9148357386.1132266243.9130290433.8121139566.8113624502.079940246.775842143.461530230.31. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

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: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1660 TiGTX 1070GTX 1660 SUPERGTX TITAN XGTX 980 TiGTX 1660GTX 1650 SUPERGTX 980GTX 1060GTX 970GTX 1650GTX 960GTX 1050 TiGTX 9506001200180024003000SE +/- 1.27, N = 8SE +/- 1.82, N = 7SE +/- 6.26, N = 8SE +/- 2.80, N = 7SE +/- 2.51, N = 8SE +/- 3.83, N = 8SE +/- 3.47, N = 8SE +/- 0.92, N = 7SE +/- 1.79, N = 7SE +/- 0.31, N = 7SE +/- 1.12, N = 7SE +/- 3.20, N = 7SE +/- 0.83, N = 7SE +/- 3.21, N = 7SE +/- 2.34, N = 5SE +/- 1.27, N = 7SE +/- 0.88, N = 6SE +/- 0.78, N = 6SE +/- 2.10, N = 6SE +/- 0.24, N = 6SE +/- 0.63, N = 7SE +/- 0.57, N = 6SE +/- 0.93, N = 6SE +/- 0.31, N = 52856.832751.852432.732322.392287.032012.371996.601719.711665.721485.781427.431392.461380.681369.201290.481199.661080.431053.49987.07910.91814.50609.16594.41508.66

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1080GTX TITAN XGTX 1660 SUPERGTX 1070 TiGTX 1070GTX 1660 TiGTX 980 TiGTX 1660GTX 980GTX 1060GTX 1650 SUPERGTX 970GTX 1650GTX 1050 TiGTX 960GTX 9505001000150020002500SE +/- 2.36, N = 8SE +/- 1.58, N = 8SE +/- 1.80, N = 9SE +/- 1.77, N = 8SE +/- 1.66, N = 8SE +/- 1.35, N = 8SE +/- 1.79, N = 8SE +/- 2.01, N = 8SE +/- 0.60, N = 8SE +/- 0.79, N = 8SE +/- 1.11, N = 8SE +/- 0.27, N = 8SE +/- 1.14, N = 8SE +/- 0.87, N = 8SE +/- 0.66, N = 8SE +/- 0.61, N = 7SE +/- 0.69, N = 7SE +/- 0.68, N = 7SE +/- 0.61, N = 7SE +/- 0.28, N = 7SE +/- 0.31, N = 7SE +/- 0.34, N = 6SE +/- 0.05, N = 6SE +/- 0.17, N = 62544.672406.161815.921726.601712.751585.761575.651285.581154.131106.291080.111070.901052.641038.861029.36858.90810.50775.73740.17716.82573.67481.31434.07408.28

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: MD5TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1080RTX 2060GTX 1070GTX 1660 TiGTX 1660GTX 1650 SUPERGTX 1060GTX 1070 TiGTX 165013000M26000M39000M52000M65000MSE +/- 176888222.71, N = 3SE +/- 74839056.95, N = 3SE +/- 54083402.67, N = 3SE +/- 103152675.41, N = 3SE +/- 58121835.64, N = 3SE +/- 45189575.99, N = 3SE +/- 58183168.62, N = 3SE +/- 54604405.60, N = 3SE +/- 46471365.14, N = 3SE +/- 20702200.63, N = 3SE +/- 34139631.58, N = 3SE +/- 55823810.13, N = 3SE +/- 26333396.62, N = 3SE +/- 21888429.21, N = 3SE +/- 619777278.41, N = 15SE +/- 11467393.39, N = 359195700000563600666674345533333339704633333356206333333025086666729739266667266402666672628036666719734066667197093666671786226666716960666667139913000001167924000011462666667

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1070GTX 1650 SUPERGTX 1060GTX 1650GTX 1070 Ti600M1200M1800M2400M3000MSE +/- 2531358.88, N = 3SE +/- 3200000.00, N = 3SE +/- 1649579.07, N = 3SE +/- 4171463.91, N = 3SE +/- 901849.95, N = 3SE +/- 2502665.25, N = 3SE +/- 664161.96, N = 3SE +/- 1089852.18, N = 3SE +/- 1169520.32, N = 3SE +/- 284800.12, N = 3SE +/- 721880.26, N = 3SE +/- 873689.49, N = 3SE +/- 346410.16, N = 3SE +/- 400000.00, N = 3SE +/- 328295.26, N = 3SE +/- 3496477.72, N = 1525855333332460400000188703333317083666671554100000131230000012902666671145033333109093333392496666784643333381720000080290000056460000054093333388692633

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 OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070GTX 1660 SUPERRTX 2060GTX 1660 TiGTX 1080GTX 980 TiGTX 1070 TiGTX TITAN XGTX 1070GTX 1650 SUPERGTX 1660GTX 980GTX 1060GTX 970GTX 1650GTX 1050 TiGTX 950GTX 9603691215SE +/- 0.001, N = 10SE +/- 0.005, N = 10SE +/- 0.001, N = 10SE +/- 0.001, 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 +/- 0.002, N = 10SE +/- 0.006, N = 10SE +/- 0.001, N = 10SE +/- 0.007, N = 10SE +/- 0.004, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 9SE +/- 0.003, N = 10SE +/- 0.005, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 101.6661.6771.9002.0712.0752.0832.0972.6422.6593.0683.3873.6223.8143.9174.0774.4454.5414.9045.0005.4006.8087.7758.3498.9681. (CXX) g++ options: -rdynamic

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: SHA1TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1080RTX 2060GTX 1660 TiGTX 1070GTX 1660GTX 1650 SUPERGTX 1060GTX 1650GTX 1070 Ti4000M8000M12000M16000M20000MSE +/- 28062865.93, N = 3SE +/- 25057356.43, N = 3SE +/- 8397883.33, N = 3SE +/- 27491877.59, N = 3SE +/- 5247962.57, N = 3SE +/- 7310342.75, N = 3SE +/- 14287873.65, N = 3SE +/- 20486933.51, N = 3SE +/- 8701915.50, N = 3SE +/- 10849014.29, N = 3SE +/- 4346646.22, N = 3SE +/- 8217325.87, N = 3SE +/- 4866210.02, N = 3SE +/- 2318284.81, N = 3SE +/- 3868821.24, N = 3SE +/- 342610309.94, N = 15187664666671789283333313643066667125111000001120606666796126666679427700000887566666783290000006642966667661960000060787333335776800000465366666739219666672907900000

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX TITAN XGTX 1070GTX 980 TiGTX 980GTX 1060GTX 970GTX 960GTX 1050 TiGTX 9503K6K9K12K15KSE +/- 169.21, N = 15SE +/- 23.37, N = 12SE +/- 58.52, N = 13SE +/- 51.79, N = 12SE +/- 66.40, N = 12SE +/- 83.63, N = 15SE +/- 81.72, N = 15SE +/- 65.66, N = 15SE +/- 49.36, N = 15SE +/- 10.20, N = 12SE +/- 6.44, N = 12SE +/- 41.07, N = 15SE +/- 1.93, N = 13SE +/- 7.00, N = 10SE +/- 0.30, N = 10SE +/- 10.01, N = 9SE +/- 6.03, N = 12SE +/- 8.22, N = 9SE +/- 1.81, N = 8SE +/- 10.83, N = 15SE +/- 8.78, N = 10SE +/- 3.50, N = 9SE +/- 10.24, N = 15SE +/- 4.46, N = 1513783.9313629.3710266.729141.238484.417133.776930.215356.844734.364338.674280.554128.392641.382430.552076.451757.811695.791612.521306.511275.121145.14789.99719.46593.761. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 FactorizationTITAN RTXRTX 2080 SUPERRTX 2080 TiRTX 2080RTX 2070 SUPERRTX 2060RTX 2070RTX 2060 SUPERGTX 1080GTX 1660 TiGTX 1070 TiGTX 1660 SUPERGTX 1650 SUPERGTX 1660GTX 1070GTX TITAN XGTX 980 TiGTX 1650GTX 980GTX 1060GTX 970GTX 960GTX 1050 TiGTX 95020406080100SE +/- 0.57, N = 11SE +/- 0.41, N = 11SE +/- 0.39, N = 11SE +/- 0.38, N = 11SE +/- 0.44, N = 11SE +/- 0.29, N = 11SE +/- 0.47, N = 11SE +/- 0.24, N = 11SE +/- 0.21, N = 11SE +/- 0.37, N = 11SE +/- 0.38, N = 11SE +/- 0.37, N = 11SE +/- 0.27, N = 11SE +/- 0.25, N = 11SE +/- 0.23, N = 11SE +/- 0.23, N = 11SE +/- 0.25, N = 11SE +/- 0.21, N = 11SE +/- 0.29, N = 11SE +/- 0.32, N = 11SE +/- 0.20, N = 10SE +/- 0.19, N = 10SE +/- 0.14, N = 10SE +/- 0.19, N = 1076.6476.1075.7974.7374.4573.3172.5772.5070.6970.0369.1868.1567.9367.8266.2165.9564.5462.9661.9461.6560.2052.9251.3447.291. (CXX) g++ options: -rdynamic -lOpenCL

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 BandwidthTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 980 TiGTX TITAN XGTX 1660 TiGTX 1080GTX 1070 TiGTX 1070GTX 980GTX 1660GTX 1650 SUPERGTX 1060GTX 970GTX 1650GTX 1050 TiGTX 950GTX 960110220330440550SE +/- 0.05, N = 13SE +/- 0.46, N = 12SE +/- 0.14, N = 13SE +/- 0.10, N = 13SE +/- 0.05, N = 13SE +/- 0.07, N = 13SE +/- 0.06, N = 13SE +/- 0.15, N = 12SE +/- 0.16, N = 12SE +/- 0.13, N = 15SE +/- 0.09, N = 9SE +/- 0.12, N = 12SE +/- 0.11, N = 15SE +/- 0.01, N = 11SE +/- 0.04, N = 11SE +/- 0.01, N = 13SE +/- 0.06, N = 11SE +/- 0.02, N = 13SE +/- 0.04, N = 10SE +/- 0.02, N = 12SE +/- 0.06, N = 12SE +/- 0.07, N = 11SE +/- 0.02, N = 13SE +/- 0.01, N = 13530.79506.90405.92369.62369.30369.23368.94276.94276.35264.74246.43234.91223.14198.18197.20165.29158.15156.86147.66144.56105.3192.3490.1882.231. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: TrueCrypt RIPEMD160 + XTSTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1070GTX 1650 SUPERGTX 1060GTX 1650150K300K450K600K750KSE +/- 550.76, N = 3SE +/- 296.27, N = 3SE +/- 290.59, N = 3SE +/- 120.19, N = 3SE +/- 1238.73, N = 3SE +/- 120.19, N = 3SE +/- 166.67, N = 3SE +/- 120.19, N = 3SE +/- 57.74, N = 3SE +/- 264.58, N = 3SE +/- 145.30, N = 3SE +/- 208.17, N = 3SE +/- 145.30, N = 3SE +/- 556.78, N = 3681600650033503967455967419567356867350133310067286800251000230133216400213567151900146300

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERGTX 1070 TiGTX TITAN XGTX 1070GTX 980 TiRTX 2060GTX 1660 TiGTX 1660GTX 980GTX 1660 SUPERGTX 1650 SUPERGTX 1060GTX 970GTX 1650GTX 960GTX 1050 TiGTX 9503K6K9K12K15KSE +/- 206.22, N = 15SE +/- 177.79, N = 15SE +/- 38.81, N = 13SE +/- 73.37, N = 15SE +/- 77.74, N = 15SE +/- 104.59, N = 15SE +/- 92.93, N = 15SE +/- 85.70, N = 15SE +/- 3.15, N = 13SE +/- 71.02, N = 15SE +/- 112.12, N = 15SE +/- 62.62, N = 15SE +/- 67.09, N = 15SE +/- 56.79, N = 15SE +/- 27.06, N = 12SE +/- 36.45, N = 13SE +/- 43.47, N = 15SE +/- 49.35, N = 15SE +/- 76.28, N = 15SE +/- 48.39, N = 15SE +/- 21.41, N = 13SE +/- 19.60, N = 13SE +/- 51.80, N = 15SE +/- 28.68, N = 1514178.8513536.2510264.389161.188540.738218.627265.917034.776788.406121.766093.025512.895417.554778.234543.644472.774440.234123.664110.713874.982673.642604.972331.181974.961. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: NVIDIA CUDA - Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1080RTX 2060GTX 1070 TiGTX 1070GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1060GTX 1650GTX 1050 Ti3K6K9K12K15KSE +/- 595.40, N = 15SE +/- 556.93, N = 15SE +/- 134.69, N = 15SE +/- 56.09, N = 15SE +/- 5.98, N = 14SE +/- 0.92, N = 14SE +/- 0.94, N = 14SE +/- 3.04, N = 11SE +/- 3.59, N = 13SE +/- 2.31, N = 11SE +/- 30.05, N = 15SE +/- 2.28, N = 13SE +/- 0.25, N = 13SE +/- 0.26, N = 13SE +/- 0.29, N = 13SE +/- 1.19, N = 9SE +/- 0.12, N = 12SE +/- 0.33, N = 715103.6114734.0311685.9510845.369754.998435.238264.668182.727339.396647.946174.805888.785440.745313.334993.924167.413474.172379.011. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERGTX 1080RTX 2080RTX 2070 SUPERGTX 1070 TiRTX 2070GTX 1070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1060GTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1050 Ti90180270360450SE +/- 15.67, N = 15SE +/- 10.76, N = 15SE +/- 0.96, N = 15SE +/- 0.03, N = 11SE +/- 0.22, N = 15SE +/- 0.15, N = 15SE +/- 0.35, N = 11SE +/- 0.27, N = 14SE +/- 0.10, N = 11SE +/- 0.23, N = 14SE +/- 0.01, N = 13SE +/- 0.08, N = 13SE +/- 0.00, N = 9SE +/- 0.66, N = 15SE +/- 0.10, N = 13SE +/- 0.13, N = 13SE +/- 0.06, N = 12SE +/- 0.03, N = 7413.66409.46315.61296.09291.56260.97240.92226.21225.05221.80196.30157.14151.63144.14141.36133.8892.3784.551. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti3K6K9K12K15KSE +/- 458.60, N = 15SE +/- 264.51, N = 15SE +/- 1.56, N = 14SE +/- 7.76, N = 14SE +/- 0.98, N = 14SE +/- 0.55, N = 14SE +/- 49.03, N = 15SE +/- 4.65, N = 13SE +/- 0.35, N = 13SE +/- 4.94, N = 15SE +/- 0.22, N = 13SE +/- 0.38, N = 13SE +/- 0.11, N = 12SE +/- 1.56, N = 11SE +/- 0.87, N = 11SE +/- 3.28, N = 11SE +/- 2.01, N = 9SE +/- 0.18, N = 714426.1114103.7910562.999732.488722.287540.287348.916539.815271.344866.614753.114492.323108.842326.091887.611764.631187.72667.901. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX 1060GTX 1050 Ti7K14K21K28K35KSE +/- 939.79, N = 15SE +/- 601.15, N = 15SE +/- 15.07, N = 15SE +/- 10.25, N = 14SE +/- 1.10, N = 14SE +/- 1.36, N = 14SE +/- 1.95, N = 14SE +/- 7.32, N = 13SE +/- 0.43, N = 13SE +/- 15.42, N = 13SE +/- 53.59, N = 15SE +/- 0.94, N = 13SE +/- 0.56, N = 12SE +/- 0.10, N = 11SE +/- 0.07, N = 11SE +/- 0.02, N = 11SE +/- 0.02, N = 9SE +/- 0.01, N = 732084.7931492.2423628.7821764.4019501.6716838.7216507.0614646.4611787.3710862.9010568.4610057.466948.33149.35121.42113.3275.7742.391. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERRTX 2060GTX 1070 TiGTX 1070GTX TITAN XGTX 980 TiGTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 980GTX 1060GTX 970GTX 1650GTX 960GTX 1050 TiGTX 9503K6K9K12K15KSE +/- 66.33, N = 15SE +/- 619.26, N = 15SE +/- 8.02, N = 14SE +/- 14.62, N = 14SE +/- 4.39, N = 14SE +/- 11.17, N = 14SE +/- 10.00, N = 13SE +/- 2.35, N = 13SE +/- 6.45, N = 13SE +/- 2.95, N = 12SE +/- 12.17, N = 15SE +/- 9.14, N = 14SE +/- 4.87, N = 13SE +/- 6.62, N = 13SE +/- 8.38, N = 13SE +/- 5.87, N = 13SE +/- 1.39, N = 13SE +/- 23.81, N = 15SE +/- 2.22, N = 13SE +/- 0.70, N = 11SE +/- 0.54, N = 12SE +/- 1.32, N = 15SE +/- 1.64, N = 13SE +/- 0.35, N = 1116061.0915032.4711758.6510812.529630.838520.978357.968159.157222.287018.906476.926463.105844.905821.195462.595259.294943.064683.964355.284141.793441.362779.322561.982149.601. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiGTX 1070GTX TITAN XGTX 980 TiGTX 980GTX 1060GTX 970GTX 960GTX 1050 TiGTX 9504K8K12K16K20KSE +/- 63.55, N = 15SE +/- 11.06, N = 14SE +/- 11.48, N = 14SE +/- 1.20, N = 14SE +/- 1.47, N = 14SE +/- 1.82, N = 13SE +/- 2.40, N = 13SE +/- 14.13, N = 13SE +/- 50.53, N = 15SE +/- 7.30, N = 13SE +/- 0.61, N = 13SE +/- 0.38, N = 13SE +/- 0.52, N = 12SE +/- 6.51, N = 15SE +/- 0.83, N = 14SE +/- 0.96, N = 13SE +/- 1.23, N = 14SE +/- 1.27, N = 13SE +/- 5.50, N = 15SE +/- 2.70, N = 14SE +/- 0.40, N = 13SE +/- 0.81, N = 12SE +/- 2.02, N = 12SE +/- 0.55, N = 1516979.9916323.9411752.1110930.569696.388362.868218.027275.335803.635432.405303.514975.183466.722655.582157.312019.081911.011711.031389.901354.141215.75828.80771.53625.551. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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: GPUTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070GTX 1660GTX 980GTX 970GTX 1650GTX 950GTX 9601122334455SE +/- 0.02, N = 13SE +/- 0.11, N = 15SE +/- 0.26, N = 13SE +/- 0.23, N = 14SE +/- 0.04, N = 13SE +/- 0.13, N = 13SE +/- 0.06, N = 13SE +/- 0.04, N = 13SE +/- 0.05, N = 13SE +/- 0.05, N = 13SE +/- 0.02, N = 13SE +/- 0.01, N = 1348.1038.3035.8028.3024.6021.5018.6017.3015.4012.809.549.53

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: Double PrecisionTITAN RTXRTX 2080 TiRTX 2080 SUPERGTX 1080RTX 2080RTX 2070 SUPERGTX 1070 TiRTX 2070GTX 1070RTX 2060 SUPERGTX TITAN XGTX 980 TiRTX 2060GTX 980GTX 1660 TiGTX 1060GTX 1660 SUPERGTX 1660GTX 970GTX 1650 SUPERGTX 960GTX 1650GTX 1050 TiGTX 950100200300400500SE +/- 1.13, N = 14SE +/- 0.56, N = 15SE +/- 0.08, N = 15SE +/- 0.15, N = 14SE +/- 0.56, N = 14SE +/- 0.00, N = 14SE +/- 0.08, N = 14SE +/- 0.11, N = 15SE +/- 0.06, N = 13SE +/- 0.01, N = 13SE +/- 0.07, N = 14SE +/- 0.12, N = 13SE +/- 0.00, N = 13SE +/- 0.18, N = 13SE +/- 0.12, N = 13SE +/- 0.23, N = 13SE +/- 0.22, N = 13SE +/- 0.14, N = 13SE +/- 0.16, N = 13SE +/- 0.15, N = 13SE +/- 0.07, N = 12SE +/- 0.01, N = 12SE +/- 0.02, N = 12SE +/- 0.12, N = 11454.37436.81315.03296.66290.13259.11241.99226.65224.82222.15221.88197.44194.80159.33155.78150.48144.30141.25137.20132.7593.0191.7784.7869.781. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERGTX 1080GTX 1070 TiRTX 2080RTX 2070 SUPERGTX 1070GTX TITAN XGTX 980 TiRTX 2070RTX 2060 SUPERGTX 980RTX 2060GTX 1060GTX 970GTX 1660 TiGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 960GTX 1650GTX 1050 TiGTX 950714212835SE +/- 0.001983, N = 15SE +/- 0.001717, N = 14SE +/- 0.003249, N = 15SE +/- 0.003290, N = 15SE +/- 0.003359, N = 15SE +/- 0.001547, N = 14SE +/- 0.014259, N = 15SE +/- 0.209293, N = 15SE +/- 0.004731, N = 14SE +/- 0.156028, N = 15SE +/- 0.001589, N = 14SE +/- 0.015324, N = 15SE +/- 0.022523, N = 15SE +/- 0.000959, N = 14SE +/- 0.317433, N = 15SE +/- 0.003094, N = 15SE +/- 0.001932, N = 14SE +/- 0.001244, N = 14SE +/- 0.001295, N = 14SE +/- 0.001228, N = 14SE +/- 0.303704, N = 15SE +/- 0.002491, N = 14SE +/- 0.748737, N = 15SE +/- 0.453232, N = 155.7010006.0200006.8110006.9810007.2980007.6570008.2630008.9680009.3230009.59600010.25400010.49800012.10100012.55500013.34000014.19600014.38500015.25900015.27100016.57778519.51320024.14528524.36220027.8188671. (CXX) g++ options: -O3 -lOpenCL

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: 7-ZipTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080GTX 1660 TiGTX 1660GTX 1070GTX 1650 SUPERGTX 1060GTX 1650200K400K600K800K1000KSE +/- 1126.94, N = 3SE +/- 4200.93, N = 3SE +/- 384.42, N = 3SE +/- 873.69, N = 3SE +/- 717.25, N = 3SE +/- 1494.81, N = 3SE +/- 1014.89, N = 3SE +/- 638.57, N = 3SE +/- 851.14, N = 3SE +/- 338.30, N = 3SE +/- 735.60, N = 3SE +/- 1026.86, N = 3SE +/- 233.33, N = 3SE +/- 185.59, N = 3SE +/- 305.51, N = 3925400874933700867636800583333497267489300434467381467356133326933289067288567209733205100

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070 TiGTX 1660 TiRTX 2080 SUPERGTX 1650RTX 2070 SUPERGTX 1650 SUPERGTX 1660RTX 2060GTX 1050 TiGTX 970GTX 1060RTX 2060 SUPERRTX 2070GTX 1660 SUPERTITAN RTXRTX 2080 TiGTX 1070GTX 1080GTX 960RTX 2080GTX 950GTX 980GTX TITAN XGTX 980 Ti1632486480Min: 32 / Avg: 45.46 / Max: 58Min: 29 / Avg: 48.98 / Max: 66Min: 28 / Avg: 49.61 / Max: 73Min: 27 / Avg: 49.62 / Max: 67Min: 29 / Avg: 50.76 / Max: 71Min: 30 / Avg: 50.85 / Max: 66Min: 30 / Avg: 51.27 / Max: 76Min: 29 / Avg: 51.56 / Max: 73Min: 28 / Avg: 52.14 / Max: 68Min: 33 / Avg: 52.58 / Max: 74Min: 32 / Avg: 52.77 / Max: 69Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 54.87 / Max: 76Min: 33 / Avg: 55.48 / Max: 68Min: 35 / Avg: 55.61 / Max: 78Min: 29 / Avg: 56.11 / Max: 78Min: 29 / Avg: 59.81 / Max: 78Min: 28 / Avg: 61.17 / Max: 83Min: 27 / Avg: 61.47 / Max: 74Min: 28 / Avg: 62.06 / Max: 83Min: 29 / Avg: 62.51 / Max: 82Min: 31 / Avg: 65.22 / Max: 80Min: 32 / Avg: 70.56 / Max: 85Min: 30 / Avg: 70.66 / Max: 85

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1650GTX 1660GTX 1650 SUPERGTX 950GTX 1660 TiGTX 1060GTX 960GTX 1660 SUPERRTX 2060GTX 1070RTX 2070RTX 2060 SUPERRTX 2080 SUPERGTX 1080GTX 970RTX 2070 SUPERGTX 980RTX 2080RTX 2080 TiTITAN RTXGTX 980 TiGTX TITAN X60120180240300Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 8.46 / Avg: 57.65 / Max: 109.21Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 6.24 / Avg: 64.43 / Max: 128.04Min: 8.45 / Avg: 64.56 / Max: 143.77Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 15.21 / Avg: 95.21 / Max: 176.52Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 15.1 / Avg: 102.77 / Max: 192.38Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 24.02 / Avg: 126.58 / Max: 312.98Min: 15.33 / Avg: 131.28 / Max: 252.57Min: 16.01 / Avg: 139.4 / Max: 257.78

70 Results Shown

RedShift Demo
LeelaChessZero
GROMACS
OctaneBench
FAHBench
LuxCoreRender OpenCL:
  Food
  LuxCore Benchmark
  DLSC
Geekbench:
  GPU Vulkan - Particle Physics
  GPU Vulkan - Feature Matching
  GPU Vulkan - Face Detection
  GPU Vulkan - Depth of Field
  GPU Vulkan - Gaussian Blur
  GPU Vulkan - Histogram Equalization
  GPU Vulkan - Canny
  GPU Vulkan - Stereo Matching
  GPU Vulkan - Sobel
  GPU Vulkan
PlaidML
LuxCoreRender OpenCL
PlaidML
Geekbench:
  GPU NVIDIA CUDA - Particle Physics
  GPU NVIDIA CUDA - Feature Matching
  GPU NVIDIA CUDA - Face Detection
  GPU NVIDIA CUDA - Depth of Field
  GPU NVIDIA CUDA - Histogram Equalization
  GPU NVIDIA CUDA - Canny
  GPU NVIDIA CUDA - Stereo Matching
  GPU NVIDIA CUDA - Sobel
  GPU NVIDIA CUDA
clpeak
Geekbench:
  GPU OpenCL - Particle Physics
  GPU OpenCL - Feature Matching
  GPU OpenCL - Face Detection
  GPU OpenCL - Gaussian Blur
  GPU OpenCL - Histogram Equalization
  GPU OpenCL - Canny
  GPU OpenCL - Stereo Matching
  GPU OpenCL - Sobel
  GPU OpenCL
NAMD CUDA
PlaidML
Rodinia
cl-mem:
  Read
  Write
  Copy
MandelGPU
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  No - Inference - Mobilenet - OpenCL
Hashcat:
  MD5
  SHA-512
ArrayFire
Hashcat
clpeak
ViennaCL
clpeak
Hashcat
clpeak
Mixbench:
  NVIDIA CUDA - Single Precision
  NVIDIA CUDA - Double Precision
  NVIDIA CUDA - Integer
  NVIDIA CUDA - Half Precision
  OpenCL - Single Precision
  OpenCL - Integer
NeatBench
Mixbench
FinanceBench
Hashcat
GPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts