NVIDIA Compute Tests

Benchmarks 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 2011301-HA-NC792657606
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 5 Tests
Creator Workloads 2 Tests
HPC - High Performance Computing 5 Tests
Machine Learning 3 Tests
Multi-Core 4 Tests
NVIDIA GPU Compute 19 Tests
OpenCL 5 Tests
Renderers 2 Tests
Server CPU Tests 3 Tests
Vulkan Compute 4 Tests
Common Workstation Benchmarks 2 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
November 24 2020
  5 Hours, 15 Minutes
GTX 1660 SUPER
November 25 2020
  6 Hours, 1 Minute
GTX 1660 Ti
November 23 2020
  5 Hours, 39 Minutes
RTX 2060
November 23 2020
  4 Hours, 29 Minutes
RTX 2060 SUPER
November 24 2020
  3 Hours, 44 Minutes
RTX 2070
November 22 2020
  3 Hours, 35 Minutes
RTX 2070 SUPER
November 22 2020
  3 Hours, 18 Minutes
RTX 2080
November 21 2020
  4 Hours, 5 Minutes
RTX 2080 SUPER
November 22 2020
  3 Hours, 22 Minutes
RTX 2080 Ti
November 23 2020
  3 Hours, 13 Minutes
TITAN RTX
November 24 2020
  3 Hours, 34 Minutes
RTX 3060 Ti
November 25 2020
  2 Hours, 49 Minutes
RTX 3080
November 21 2020
  3 Hours, 17 Minutes
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  4 Hours, 2 Minutes

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NVIDIA Compute TestsOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)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 (1605/7000MHz)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 (555/810MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA GP106 HD AudioNVIDIA TU116 HD AudioNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA Device 228bNVIDIA Device 1aefASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-54-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 455.45.014.6.0OpenCL 1.2 CUDA 11.1.1141.2.142GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA Compute Tests 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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,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: 0xa201009- GTX 1060: GPU Compute Cores: 1280- 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- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- Python 2.7.18 + Python 3.8.5- 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Logarithmic Result OverviewPhoronix Test SuiteOctaneBenchRedShift DemoclpeakGeekbenchLuxCoreRender OpenCLLeelaChessZeroHashcatIndigoBenchVkFFTPlaidMLRealSR-NCNNcl-memMandelGPUFinanceBenchArrayFireFAHBenchRodiniaWaifu2x-NCNN VulkanBlenderNCNNViennaCL

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Per Watt Result OverviewPhoronix Test Suite100%183%266%348%431%Meta Performance Per WattsGeekbenchclpeakPlaidMLMandelGPULeelaChessZeroHashcatOctaneBenchViennaCLLuxCoreRender OpenCLVkFFTcl-memIndigoBenchFAHBenchP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA Compute Testshashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSwaifu2x-ncnn: 2x - 3 - Yesfahbench: octanebench: 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 INTfinancebench: Black-Scholes OpenCLplaidml: Yes - Inference - 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: blender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXvkfft: ncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Noindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomgeekbench: GPU OpenCLgeekbench: GPU NVIDIA CUDAgeekbench: GPU VulkanGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801289740000044024428574652714291982421422649.251101.290280.907511.451.735.340.6312.1055.023147.514095.43150.151226.2813.468982.70778.9978.97226.155925152.8147.4137.8128084240.361.72941064170.15548.35344.25973.87127887.705.762.112.471.782.293.760.805.3118.543.265.457.629.87144.62820.12810.2823.5473679833671378441799770000061783142867845142863338472379007.060136.0813131.8566782.202.605.541.0511.6172.670273.924543.04170.634308.2315.3611371.101075.0799.49296.827324293.5230.0239.0198638055.868.705376478.26270.19165.55476.552593.95184505.354.671.531.821.331.662.880.643.9313.972.323.045.258.58120.90717.21415.2414.6626468066387603511835481428662199600007947428573357002369887.243129.4973124.7371611.962.374.76416670.9911.7463.228222.014448.17173.674443.7215.5250671351.92985.9793.61299.077051235.4207.4197.2197542242.768.608783383.09281.98168.18489.372732.32170976.055.301.842.101.561.813.630.724.3315.092.383.556.039.30123.84817.73314.3044.36064871670035906325730414286815828571410350285714333423068255.792180.9695192.5980862.763.317.831.179.0042.671275.125480.01229.295248.4312.5871696.451282.52124.27389.4510249297.3251.2239.0247283060.772.833847937.35149.3168.22210.221783.16208834.754.431.561.811.371.632.920.673.5710.321.982.564.437.8486.60212.93618.2525.53480712835357268927434614286874707142911048428574599733242405.553189.0783225.4088223.263.9610.451.178.6562.198348.066758.49245.516753.7911.4921952.071509.02137.81416.1511284372.2311.8270.4262260550.672.334340233.87154.2563.22209.051877.55249755.414.951.721.891.631.723.350.724.169.851.912.804.658.5480.58712.37721.6666.86587076905727575029996671429955891428612127857145041003599335.211205.4939242.7253563.514.1910.981.277.8042.094368.847203.49267.767134.1610.2632008.991580.07148.07447.0612723396.7328.4284.5280144899.175.094037331.96147.1658.17198.241803.97266004.584.231.541.641.261.562.790.583.438.961.742.143.937.2774.80611.53723.4307.394938059966485125350269714291098440000013992428575779474235934.769227.7661258.4720713.574.299.861.786.9802.076367.048537.01306.518494.998.3182297.001707.65148.55498.2414332394.2313.9288.2316276201.075.743335226.4190.5148.84135.341002.41276824.184.091.381.711.361.662.760.633.238.201.662.003.847.1963.75410.20624.4907.67710589911045096082385817285711219500000015354142866399154589714.582242.5543259.1629933.484.208.951.796.3552.094368.919117.91343.499509.307.7152340.011714.00150.94544.7215758394.1334.2288.5341286781.776.133534229.5387.2645.98135.02974.80285644.294.161.461.751.371.502.660.613.297.691.552.213.727.0260.0959.61124.8257.71111477312185698487425657000001346771428617053000007041805240334.368257.4767265.1499653.614.349.031.885.9041.917405.7710190.43373.0410455.186.9122480.881831.76159.34587.7217915434.4344.1298.9363715438.977.107732526.3982.6043.57130.28917.27307204.204.061.371.761.321.522.610.633.127.441.521.963.527.0754.7839.03125.4787.884124272128277108359557407285711784038571422231285718825606502293.835300.8935349.4127084.605.6512.082.114.4911.678502.7313338.39516.5313253.586.1583227.212405.89211.01747.5023269540.7445.4320.8446864473.478.612024719.8373.9133.09104.80902.94373843.874.021.511.641.341.492.730.683.105.681.301.723.306.5344.7257.74333.19010.913152583167858132489530863142861693583333321188166678374206255504.124270.6805350.6624994.425.4612.131.994.8051.756484.4013604.68498.1413266.226.3723284.452394.82208.22718.5121084514.5456.0291.8443646920.976.274025621.2682.3135.12114.001002.97369335.054.661.752.111.621.893.330.813.736.281.731.963.887.4745.5538.00931.75710.588151148155867128003329920000001109117142914069285715869184340674.236234.5598378.7130335.797.1316.842.806.9882.094389.0216012.88302.828290.918.3742439.191875.83177.04686.6622842393.5383.6298.2278997773.175.825624018.0655.9537.2486.20581.54320653.964.271.741.761.361.773.030.633.446.021.701.653.726.5652.4688.63333.52011.394132421136797112321540303142861834552857123067000009392906923883.519306.7671537.2420477.269.2920.823.544.8551.627633.3428088.78514.4014574.474.9213725.402995.56243.50975.5628389634.1615.3339.9401282795.277.953617214.9641.2922.7359.14458.51496314.074.451.731.981.541.803.130.643.884.711.311.823.516.5035.7206.57643.58916.595197267208331158724OpenBenchmarking.org

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 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12000M24000M36000M48000M60000MSE +/- 29398291.17, N = 7SE +/- 46882020.11, N = 7SE +/- 40766579.62, N = 7SE +/- 34176226.97, N = 7SE +/- 41830567.71, N = 7SE +/- 181560574.59, N = 7SE +/- 41495700.95, N = 7SE +/- 109307854.28, N = 7SE +/- 63553325.94, N = 7SE +/- 98630343.33, N = 7SE +/- 53297878.10, N = 7SE +/- 102079526.49, N = 7SE +/- 147390714.04, N = 712897400000179977000001835481428625730414286274346142862999667142935026971429385817285714256570000055740728571329920000005403031428653086314286
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX10000M20000M30000M40000M50000MMin: 12818400000 / Avg: 12897400000 / Max: 12997600000Min: 17775000000 / Avg: 17997700000 / Max: 18184700000Min: 18180700000 / Avg: 18354814285.71 / Max: 18471900000Min: 25603300000 / Avg: 25730414285.71 / Max: 25884700000Min: 27276600000 / Avg: 27434614285.71 / Max: 27547200000Min: 28933000000 / Avg: 29996671428.57 / Max: 30282500000Min: 34913000000 / Avg: 35026971428.57 / Max: 35210500000Min: 38269600000 / Avg: 38581728571.43 / Max: 39045100000Min: 42300300000 / Avg: 42565700000 / Max: 42770800000Min: 55433200000 / Avg: 55740728571.43 / Max: 56126500000Min: 32727200000 / Avg: 32992000000 / Max: 33174300000Min: 53805600000 / Avg: 54030314285.71 / Max: 54436200000Min: 52488500000 / Avg: 53086314285.71 / Max: 53694900000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX4000M8000M12000M16000M20000MSE +/- 6046717.22, N = 7SE +/- 10473604.66, N = 7SE +/- 43107894.32, N = 15SE +/- 12096446.32, N = 7SE +/- 13942803.47, N = 7SE +/- 9114520.82, N = 7SE +/- 7407910.83, N = 7SE +/- 10928839.09, N = 7SE +/- 40239943.60, N = 7SE +/- 26687552.20, N = 7SE +/- 8294912.79, N = 7SE +/- 36837886.26, N = 7SE +/- 31084579.96, N = 644024428576178314286621996000081582857148747071429955891428610984400000121950000001346771428617840385714110911714291834552857116935833333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3000M6000M9000M12000M15000MMin: 4390300000 / Avg: 4402442857.14 / Max: 4429500000Min: 6149700000 / Avg: 6178314285.71 / Max: 6236100000Min: 5624200000 / Avg: 6219960000 / Max: 6310600000Min: 8121900000 / Avg: 8158285714.29 / Max: 8206700000Min: 8709200000 / Avg: 8747071428.57 / Max: 8791200000Min: 9520800000 / Avg: 9558914285.71 / Max: 9583800000Min: 10942300000 / Avg: 10984400000 / Max: 10999600000Min: 12149800000 / Avg: 12195000000 / Max: 12239500000Min: 13324200000 / Avg: 13467714285.71 / Max: 13645100000Min: 17765100000 / Avg: 17840385714.29 / Max: 17945800000Min: 11062600000 / Avg: 11091171428.57 / Max: 11126900000Min: 18221600000 / Avg: 18345528571.43 / Max: 18457100000Min: 16805800000 / Avg: 16935833333.33 / Max: 17026200000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX500M1000M1500M2000M2500MSE +/- 1680378.97, N = 7SE +/- 537821.25, N = 7SE +/- 824002.18, N = 7SE +/- 1478370.13, N = 7SE +/- 1642277.33, N = 7SE +/- 1566073.13, N = 7SE +/- 953653.91, N = 7SE +/- 2244509.55, N = 7SE +/- 900264.51, N = 7SE +/- 1585907.32, N = 7SE +/- 849289.42, N = 7SE +/- 3329521.63, N = 7SE +/- 4053921.28, N = 64652714297845142867947428571035028571110484285712127857141399242857153541428617053000002223128571140692857123067000002118816667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX400M800M1200M1600M2000MMin: 455700000 / Avg: 465271428.57 / Max: 469500000Min: 782600000 / Avg: 784514285.71 / Max: 786500000Min: 791100000 / Avg: 794742857.14 / Max: 796800000Min: 1031700000 / Avg: 1035028571.43 / Max: 1043100000Min: 1099900000 / Avg: 1104842857.14 / Max: 1111700000Min: 1207000000 / Avg: 1212785714.29 / Max: 1217500000Min: 1394100000 / Avg: 1399242857.14 / Max: 1402000000Min: 1527000000 / Avg: 1535414285.71 / Max: 1543200000Min: 1701000000 / Avg: 1705300000 / Max: 1708300000Min: 2215900000 / Avg: 2223128571.43 / Max: 2228000000Min: 1402900000 / Avg: 1406928571.43 / Max: 1409100000Min: 2295000000 / Avg: 2306700000 / Max: 2317700000Min: 2101300000 / Avg: 2118816666.67 / Max: 2131400000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX200K400K600K800K1000KSE +/- 915.40, N = 12SE +/- 2811.01, N = 15SE +/- 2005.81, N = 11SE +/- 4365.82, N = 12SE +/- 2513.28, N = 11SE +/- 249.73, N = 11SE +/- 6166.48, N = 15SE +/- 4180.88, N = 13SE +/- 6880.46, N = 15SE +/- 6317.53, N = 10SE +/- 558.54, N = 11SE +/- 2622.40, N = 10SE +/- 6837.61, N = 10198242333847335700433342459973504100577947639915704180882560586918939290837420
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX160K320K480K640K800KMin: 190900 / Avg: 198241.67 / Max: 200700Min: 298000 / Avg: 333846.67 / Max: 340000Min: 322500 / Avg: 335700 / Max: 343300Min: 393000 / Avg: 433341.67 / Max: 441300Min: 437400 / Avg: 459972.73 / Max: 467600Min: 503200 / Avg: 504100 / Max: 506000Min: 528200 / Avg: 577946.67 / Max: 594900Min: 605700 / Avg: 639915.38 / Max: 648300Min: 627300 / Avg: 704180 / Max: 719700Min: 834600 / Avg: 882560 / Max: 896600Min: 583000 / Avg: 586918.18 / Max: 589300Min: 929400 / Avg: 939290 / Max: 957400Min: 788100 / Avg: 837420 / Max: 859800

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX150K300K450K600K750KSE +/- 1264.28, N = 11SE +/- 2205.50, N = 10SE +/- 494.41, N = 8SE +/- 1010.44, N = 8SE +/- 2317.91, N = 10SE +/- 366.29, N = 9SE +/- 3357.49, N = 15SE +/- 1086.65, N = 7SE +/- 4540.66, N = 15SE +/- 1367.60, N = 7SE +/- 3786.64, N = 9SE +/- 2510.22, N = 8SE +/- 3170.74, N = 8142264237900236988306825324240359933423593458971524033650229434067692388625550
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX120K240K360K480K600KMin: 133900 / Avg: 142263.64 / Max: 150200Min: 229000 / Avg: 237900 / Max: 250200Min: 234000 / Avg: 236987.5 / Max: 238800Min: 302700 / Avg: 306825 / Max: 310200Min: 309100 / Avg: 324240 / Max: 333200Min: 358500 / Avg: 359933.33 / Max: 361500Min: 400600 / Avg: 423593.33 / Max: 451300Min: 455400 / Avg: 458971.43 / Max: 464300Min: 501100 / Avg: 524033.33 / Max: 542500Min: 643500 / Avg: 650228.57 / Max: 655200Min: 426900 / Avg: 434066.67 / Max: 454300Min: 676500 / Avg: 692387.5 / Max: 700200Min: 609700 / Avg: 625550 / Max: 636600

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.036, N = 5SE +/- 0.026, N = 6SE +/- 0.030, N = 6SE +/- 0.029, N = 7SE +/- 0.030, N = 7SE +/- 0.022, N = 7SE +/- 0.028, N = 8SE +/- 0.020, N = 8SE +/- 0.020, N = 8SE +/- 0.021, N = 8SE +/- 0.032, N = 8SE +/- 0.028, N = 9SE +/- 0.023, N = 89.2517.0607.2435.7925.5535.2114.7694.5824.3683.8354.2363.5194.124
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 9.18 / Avg: 9.25 / Max: 9.37Min: 7 / Avg: 7.06 / Max: 7.18Min: 7.13 / Avg: 7.24 / Max: 7.34Min: 5.72 / Avg: 5.79 / Max: 5.95Min: 5.47 / Avg: 5.55 / Max: 5.71Min: 5.17 / Avg: 5.21 / Max: 5.34Min: 4.69 / Avg: 4.77 / Max: 4.95Min: 4.54 / Avg: 4.58 / Max: 4.72Min: 4.31 / Avg: 4.37 / Max: 4.5Min: 3.78 / Avg: 3.84 / Max: 3.98Min: 4.18 / Avg: 4.24 / Max: 4.46Min: 3.45 / Avg: 3.52 / Max: 3.73Min: 4.06 / Avg: 4.12 / Max: 4.27

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.37, N = 3SE +/- 0.40, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3SE +/- 1.07, N = 3101.29136.08129.50180.97189.08205.49227.77242.55257.48300.89234.56306.77270.68
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX60120180240300Min: 101.26 / Avg: 101.29 / Max: 101.31Min: 135.9 / Avg: 136.08 / Max: 136.2Min: 129.1 / Avg: 129.5 / Max: 129.8Min: 180.63 / Avg: 180.97 / Max: 181.36Min: 188.7 / Avg: 189.08 / Max: 189.82Min: 205.04 / Avg: 205.49 / Max: 206.29Min: 227.42 / Avg: 227.77 / Max: 228Min: 242.21 / Avg: 242.55 / Max: 242.88Min: 257.05 / Avg: 257.48 / Max: 258.11Min: 300.18 / Avg: 300.89 / Max: 301.31Min: 234.24 / Avg: 234.56 / Max: 234.9Min: 306.27 / Avg: 306.77 / Max: 307.22Min: 268.58 / Avg: 270.68 / Max: 272.09

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 2020.1Total ScoreGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12024036048060080.91131.86124.74192.60225.41242.73258.47259.16265.15349.41378.71537.24350.66

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810SE +/- 0.03, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.04, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 12SE +/- 0.07, N = 14SE +/- 0.05, N = 31.452.201.962.763.263.513.573.483.614.605.797.264.42MIN: 0.12 / MAX: 1.67MIN: 0.2 / MAX: 2.52MIN: 0.23 / MAX: 2.27MIN: 0.24 / MAX: 3.15MIN: 0.23 / MAX: 3.79MIN: 0.23 / MAX: 4.01MIN: 0.12 / MAX: 4.19MIN: 0.14 / MAX: 4.06MIN: 0.23 / MAX: 4.14MIN: 0.27 / MAX: 5.34MIN: 0.12 / MAX: 6.75MIN: 0.15 / MAX: 8.46MIN: 0.27 / MAX: 5.17
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 1.16 / Avg: 1.45 / Max: 1.49Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 1.94 / Avg: 1.96 / Max: 2Min: 2.74 / Avg: 2.76 / Max: 2.78Min: 3.22 / Avg: 3.26 / Max: 3.29Min: 3.5 / Avg: 3.51 / Max: 3.53Min: 2.91 / Avg: 3.57 / Max: 3.69Min: 3.01 / Avg: 3.48 / Max: 3.55Min: 3.6 / Avg: 3.61 / Max: 3.63Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 4.61 / Avg: 5.79 / Max: 5.99Min: 6.42 / Avg: 7.26 / Max: 7.4Min: 4.36 / Avg: 4.42 / Max: 4.52

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.03, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 12SE +/- 0.06, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 12SE +/- 0.15, N = 12SE +/- 0.01, N = 31.732.602.373.313.964.194.294.204.345.657.139.295.46MIN: 0.43 / MAX: 1.81MIN: 2.33 / MAX: 2.67MIN: 2.26 / MAX: 2.42MIN: 1.83 / MAX: 3.4MIN: 3.76 / MAX: 4.1MIN: 4.09 / MAX: 4.28MIN: 1.19 / MAX: 4.5MIN: 1.51 / MAX: 4.4MIN: 3.08 / MAX: 4.47MIN: 5.25 / MAX: 5.77MIN: 1.94 / MAX: 7.5MIN: 3.1 / MAX: 9.73MIN: 3.9 / MAX: 5.67
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 1.38 / Avg: 1.73 / Max: 1.77Min: 2.59 / Avg: 2.6 / Max: 2.6Min: 2.36 / Avg: 2.37 / Max: 2.37Min: 3.29 / Avg: 3.31 / Max: 3.32Min: 3.94 / Avg: 3.96 / Max: 3.97Min: 4.18 / Avg: 4.19 / Max: 4.19Min: 3.42 / Avg: 4.29 / Max: 4.39Min: 3.53 / Avg: 4.2 / Max: 4.28Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 5.64 / Avg: 5.65 / Max: 5.67Min: 5.62 / Avg: 7.13 / Max: 7.29Min: 7.61 / Avg: 9.29 / Max: 9.5Min: 5.45 / Avg: 5.46 / Max: 5.48

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025SE +/- 0.1074070, N = 12SE +/- 0.0320724, N = 3SE +/- 0.0048958, N = 3SE +/- 0.0353073, N = 3SE +/- 0.0319774, N = 4SE +/- 0.0543537, N = 4SE +/- 0.2639327, N = 12SE +/- 0.1793871, N = 12SE +/- 0.0522772, N = 3SE +/- 0.0331742, N = 4SE +/- 0.5108456, N = 15SE +/- 0.4586334, N = 15SE +/- 0.0783102, N = 45.34000005.54000004.76416677.830000010.450000010.98000009.86000008.95000009.030000012.080000016.840000020.820000012.1300000MIN: 1.87 / MAX: 5.68MIN: 4.4 / MAX: 5.82MIN: 3.69 / MAX: 4.95MIN: 6.32 / MAX: 8.15MIN: 9.04 / MAX: 11.03MIN: 9.77 / MAX: 11.57MIN: 3.83 / MAX: 10.58MIN: 4.35 / MAX: 9.64MIN: 6.18 / MAX: 9.55MIN: 9.2 / MAX: 12.83MIN: 6.81 / MAX: 18.28MIN: 11.17 / MAX: 22.47MIN: 11.08 / MAX: 12.83
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025Min: 4.16 / Avg: 5.34 / Max: 5.47Min: 5.49 / Avg: 5.54 / Max: 5.6Min: 4.75 / Avg: 4.76 / Max: 4.77Min: 7.76 / Avg: 7.83 / Max: 7.89Min: 10.37 / Avg: 10.45 / Max: 10.52Min: 10.87 / Avg: 10.98 / Max: 11.13Min: 6.97 / Avg: 9.86 / Max: 10.24Min: 6.99 / Avg: 8.95 / Max: 9.23Min: 8.93 / Avg: 9.03 / Max: 9.09Min: 12.02 / Avg: 12.08 / Max: 12.17Min: 9.81 / Avg: 16.84 / Max: 17.67Min: 14.48 / Avg: 20.82 / Max: 21.7Min: 11.96 / Avg: 12.13 / Max: 12.34

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.79651.5932.38953.1863.9825SE +/- 0.01, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 12SE +/- 0.03, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.06, N = 12SE +/- 0.01, N = 30.631.050.991.171.171.271.781.791.882.112.803.541.99MIN: 0.14 / MAX: 0.76MIN: 0.21 / MAX: 1.25MIN: 0.22 / MAX: 1.17MIN: 0.22 / MAX: 1.39MIN: 0.21 / MAX: 1.44MIN: 0.23 / MAX: 1.52MIN: 0.13 / MAX: 2.23MIN: 0.17 / MAX: 2.23MIN: 0.21 / MAX: 2.32MIN: 0.24 / MAX: 2.63MIN: 0.19 / MAX: 3.53MIN: 0.17 / MAX: 4.48MIN: 0.21 / MAX: 2.46
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 0.48 / Avg: 0.63 / Max: 0.65Min: 1.04 / Avg: 1.05 / Max: 1.07Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 1.15 / Avg: 1.17 / Max: 1.18Min: 1.15 / Avg: 1.17 / Max: 1.19Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 1.33 / Avg: 1.78 / Max: 1.84Min: 1.46 / Avg: 1.79 / Max: 1.84Min: 1.85 / Avg: 1.88 / Max: 1.9Min: 2.1 / Avg: 2.11 / Max: 2.13Min: 2.13 / Avg: 2.8 / Max: 2.91Min: 2.86 / Avg: 3.54 / Max: 3.66Min: 1.97 / Avg: 1.99 / Max: 2

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.068, N = 4SE +/- 0.014, N = 4SE +/- 0.022, N = 4SE +/- 0.020, N = 5SE +/- 0.021, N = 5SE +/- 0.006, N = 6SE +/- 0.018, N = 6SE +/- 0.045, N = 6SE +/- 0.014, N = 7SE +/- 0.007, N = 8SE +/- 0.008, N = 6SE +/- 0.035, N = 15SE +/- 0.008, N = 812.10511.61711.7469.0048.6567.8046.9806.3555.9044.4916.9884.8554.8051. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620Min: 11.98 / Avg: 12.1 / Max: 12.29Min: 11.59 / Avg: 11.62 / Max: 11.66Min: 11.71 / Avg: 11.75 / Max: 11.81Min: 8.95 / Avg: 9 / Max: 9.08Min: 8.6 / Avg: 8.66 / Max: 8.73Min: 7.79 / Avg: 7.8 / Max: 7.83Min: 6.93 / Avg: 6.98 / Max: 7.05Min: 6.26 / Avg: 6.35 / Max: 6.57Min: 5.86 / Avg: 5.9 / Max: 5.97Min: 4.46 / Avg: 4.49 / Max: 4.52Min: 6.96 / Avg: 6.99 / Max: 7.01Min: 4.71 / Avg: 4.85 / Max: 5.3Min: 4.78 / Avg: 4.81 / Max: 4.841. (CXX) g++ options: -O2 -lOpenCL

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1.13022.26043.39064.52085.651SE +/- 0.015, N = 9SE +/- 0.014, N = 10SE +/- 0.003, N = 10SE +/- 0.009, N = 10SE +/- 0.004, N = 10SE +/- 0.002, N = 10SE +/- 0.008, N = 10SE +/- 0.009, N = 9SE +/- 0.011, N = 10SE +/- 0.003, N = 10SE +/- 0.003, N = 10SE +/- 0.009, N = 9SE +/- 0.006, N = 105.0232.6703.2282.6712.1982.0942.0762.0941.9171.6782.0941.6271.7561. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 5 / Avg: 5.02 / Max: 5.14Min: 2.63 / Avg: 2.67 / Max: 2.75Min: 3.22 / Avg: 3.23 / Max: 3.25Min: 2.65 / Avg: 2.67 / Max: 2.74Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 2.06 / Avg: 2.08 / Max: 2.15Min: 2.07 / Avg: 2.09 / Max: 2.14Min: 1.9 / Avg: 1.92 / Max: 2Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.09 / Avg: 2.09 / Max: 2.12Min: 1.6 / Avg: 1.63 / Max: 1.69Min: 1.73 / Avg: 1.76 / Max: 1.791. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX140280420560700SE +/- 0.06, N = 10SE +/- 1.52, N = 12SE +/- 0.45, N = 12SE +/- 1.44, N = 15SE +/- 0.50, N = 13SE +/- 0.21, N = 15SE +/- 2.10, N = 14SE +/- 0.09, N = 13SE +/- 0.07, N = 15SE +/- 3.38, N = 12SE +/- 0.15, N = 15SE +/- 4.38, N = 12SE +/- 2.39, N = 13147.51273.92222.01275.12348.06368.84367.04368.91405.77502.73389.02633.34484.401. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX110220330440550Min: 147.09 / Avg: 147.51 / Max: 147.82Min: 262.59 / Avg: 273.92 / Max: 276.73Min: 220.15 / Avg: 222.01 / Max: 225.43Min: 255.43 / Avg: 275.12 / Max: 277.41Min: 345.79 / Avg: 348.06 / Max: 352.88Min: 366.21 / Avg: 368.84 / Max: 369.33Min: 340.36 / Avg: 367.04 / Max: 369.9Min: 368.02 / Avg: 368.91 / Max: 369.26Min: 404.86 / Avg: 405.77 / Max: 405.98Min: 475.15 / Avg: 502.73 / Max: 509.26Min: 386.92 / Avg: 389.02 / Max: 389.29Min: 602.21 / Avg: 633.34 / Max: 650.49Min: 470.15 / Avg: 484.4 / Max: 501.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX6K12K18K24K30KSE +/- 65.66, N = 15SE +/- 29.82, N = 12SE +/- 45.28, N = 15SE +/- 104.44, N = 15SE +/- 72.24, N = 15SE +/- 93.84, N = 15SE +/- 86.35, N = 15SE +/- 74.65, N = 12SE +/- 94.85, N = 15SE +/- 160.87, N = 15SE +/- 24.65, N = 13SE +/- 211.97, N = 13SE +/- 131.35, N = 154095.434543.044448.175480.016758.497203.498537.019117.9110190.4313338.3916012.8828088.7813604.681. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX5K10K15K20K25KMin: 3511.37 / Avg: 4095.43 / Max: 4244.67Min: 4369.28 / Avg: 4543.04 / Max: 4739.88Min: 4224.56 / Avg: 4448.17 / Max: 4813.23Min: 4993.13 / Avg: 5480.01 / Max: 6326.4Min: 6356.11 / Avg: 6758.49 / Max: 7255.12Min: 6734.47 / Avg: 7203.49 / Max: 7721.55Min: 8224.26 / Avg: 8537.01 / Max: 9165.9Min: 8807.67 / Avg: 9117.91 / Max: 9535.28Min: 9436.42 / Avg: 10190.43 / Max: 10758.09Min: 12442.87 / Avg: 13338.39 / Max: 14486.32Min: 15838.85 / Avg: 16012.88 / Max: 16187.57Min: 26662.15 / Avg: 28088.78 / Max: 29254.57Min: 12771.63 / Avg: 13604.68 / Max: 14436.871. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX110220330440550SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 0.50, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.79, N = 3SE +/- 0.34, N = 3SE +/- 1.04, N = 3SE +/- 0.26, N = 3SE +/- 2.16, N = 3SE +/- 0.58, N = 3SE +/- 1.61, N = 3SE +/- 2.49, N = 3150.15170.63173.67229.29245.51267.76306.51343.49373.04516.53302.82514.40498.141. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX90180270360450Min: 149.68 / Avg: 150.15 / Max: 150.7Min: 170.1 / Avg: 170.63 / Max: 170.94Min: 172.98 / Avg: 173.67 / Max: 174.64Min: 228.64 / Avg: 229.29 / Max: 229.63Min: 244.85 / Avg: 245.51 / Max: 246.18Min: 266.84 / Avg: 267.76 / Max: 269.32Min: 305.83 / Avg: 306.51 / Max: 306.95Min: 341.5 / Avg: 343.49 / Max: 344.98Min: 372.67 / Avg: 373.04 / Max: 373.55Min: 512.55 / Avg: 516.53 / Max: 519.98Min: 302.1 / Avg: 302.82 / Max: 303.97Min: 511.19 / Avg: 514.4 / Max: 516.2Min: 494.65 / Avg: 498.14 / Max: 502.971. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3K6K9K12K15KSE +/- 14.65, N = 15SE +/- 31.94, N = 12SE +/- 53.45, N = 15SE +/- 46.67, N = 15SE +/- 70.14, N = 15SE +/- 81.80, N = 15SE +/- 96.07, N = 15SE +/- 74.73, N = 12SE +/- 96.25, N = 15SE +/- 136.49, N = 15SE +/- 65.69, N = 14SE +/- 137.97, N = 15SE +/- 161.08, N = 151226.284308.234443.725248.436753.797134.168494.999509.3010455.1813253.588290.9114574.4713266.221. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3K6K9K12K15KMin: 1118.33 / Avg: 1226.28 / Max: 1283.36Min: 4221.51 / Avg: 4308.23 / Max: 4614.5Min: 4237.13 / Avg: 4443.72 / Max: 4976.07Min: 5140.65 / Avg: 5248.43 / Max: 5864.87Min: 6307.99 / Avg: 6753.79 / Max: 7174.87Min: 6666.59 / Avg: 7134.16 / Max: 7626.04Min: 7754.92 / Avg: 8494.99 / Max: 9052Min: 8847.92 / Avg: 9509.3 / Max: 9853.2Min: 10016.25 / Avg: 10455.18 / Max: 10988.67Min: 11912.2 / Avg: 13253.58 / Max: 13853.38Min: 7996.93 / Avg: 8290.91 / Max: 8844.05Min: 13122.38 / Avg: 14574.47 / Max: 15286.62Min: 12336.95 / Avg: 13266.22 / Max: 14228.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.326577, N = 15SE +/- 0.069806, N = 15SE +/- 0.162363, N = 15SE +/- 0.035770, N = 15SE +/- 0.162802, N = 15SE +/- 0.009511, N = 14SE +/- 0.048730, N = 14SE +/- 0.040260, N = 14SE +/- 0.083219, N = 15SE +/- 0.094451, N = 15SE +/- 0.027743, N = 15SE +/- 0.043122, N = 15SE +/- 0.224039, N = 1513.46800015.36100015.52506712.58700011.49200010.2630008.3180007.7150006.9120006.1580008.3740004.9210006.3720001. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620Min: 11.76 / Avg: 13.47 / Max: 15.76Min: 15.2 / Avg: 15.36 / Max: 16.05Min: 14.42 / Avg: 15.53 / Max: 16.58Min: 12.54 / Avg: 12.59 / Max: 13.09Min: 10.55 / Avg: 11.49 / Max: 12.71Min: 10.24 / Avg: 10.26 / Max: 10.34Min: 8.23 / Avg: 8.32 / Max: 8.8Min: 7.64 / Avg: 7.72 / Max: 8.15Min: 6.8 / Avg: 6.91 / Max: 8.03Min: 6.02 / Avg: 6.16 / Max: 7.21Min: 8.31 / Avg: 8.37 / Max: 8.74Min: 4.83 / Avg: 4.92 / Max: 5.5Min: 5.78 / Avg: 6.37 / Max: 8.521. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX8001600240032004000SE +/- 1.08, N = 7SE +/- 4.66, N = 7SE +/- 1.98, N = 8SE +/- 20.43, N = 15SE +/- 9.97, N = 8SE +/- 3.85, N = 8SE +/- 11.50, N = 8SE +/- 7.50, N = 8SE +/- 7.43, N = 8SE +/- 9.32, N = 8SE +/- 1.48, N = 8SE +/- 17.78, N = 8SE +/- 19.10, N = 8982.701371.101351.921696.451952.072008.992297.002340.012480.883227.212439.193725.403284.45
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX6001200180024003000Min: 979.09 / Avg: 982.7 / Max: 987.95Min: 1358.44 / Avg: 1371.1 / Max: 1392.94Min: 1343 / Avg: 1351.92 / Max: 1362.31Min: 1413.29 / Avg: 1696.45 / Max: 1731.21Min: 1924.55 / Avg: 1952.07 / Max: 1992.16Min: 1986.64 / Avg: 2008.99 / Max: 2018.73Min: 2235.13 / Avg: 2297 / Max: 2322.19Min: 2298.05 / Avg: 2340.01 / Max: 2357.55Min: 2441.65 / Avg: 2480.88 / Max: 2500.51Min: 3194.29 / Avg: 3227.21 / Max: 3278.29Min: 2432.83 / Avg: 2439.19 / Max: 2445.04Min: 3653.91 / Avg: 3725.4 / Max: 3804.12Min: 3213.03 / Avg: 3284.45 / Max: 3367.63

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX6001200180024003000SE +/- 1.55, N = 7SE +/- 3.18, N = 7SE +/- 1.27, N = 8SE +/- 3.21, N = 8SE +/- 3.27, N = 8SE +/- 2.41, N = 9SE +/- 6.37, N = 9SE +/- 3.83, N = 8SE +/- 3.49, N = 8SE +/- 8.40, N = 9SE +/- 2.49, N = 8SE +/- 9.67, N = 9SE +/- 5.99, N = 9778.991075.07985.971282.521509.021580.071707.651714.001831.762405.891875.832995.562394.82
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX5001000150020002500Min: 773.27 / Avg: 778.99 / Max: 784.56Min: 1064.92 / Avg: 1075.07 / Max: 1087.55Min: 980.87 / Avg: 985.97 / Max: 991.2Min: 1271.28 / Avg: 1282.52 / Max: 1297.95Min: 1489.78 / Avg: 1509.02 / Max: 1517.64Min: 1567.09 / Avg: 1580.07 / Max: 1591.05Min: 1678.18 / Avg: 1707.65 / Max: 1727.65Min: 1700.29 / Avg: 1714 / Max: 1725.88Min: 1813.59 / Avg: 1831.76 / Max: 1842.59Min: 2357.86 / Avg: 2405.89 / Max: 2436.76Min: 1866.17 / Avg: 1875.83 / Max: 1883.4Min: 2946.08 / Avg: 2995.56 / Max: 3029.89Min: 2357.84 / Avg: 2394.82 / Max: 2416

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX50100150200250SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 378.9799.4993.61124.27137.81148.07148.55150.94159.34211.01177.04243.50208.22
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX4080120160200Min: 78.97 / Avg: 78.97 / Max: 78.97Min: 99.43 / Avg: 99.49 / Max: 99.58Min: 93.37 / Avg: 93.61 / Max: 93.82Min: 124.13 / Avg: 124.27 / Max: 124.4Min: 137.56 / Avg: 137.81 / Max: 138.21Min: 147.88 / Avg: 148.07 / Max: 148.38Min: 148.37 / Avg: 148.55 / Max: 148.69Min: 150.53 / Avg: 150.94 / Max: 151.36Min: 159.07 / Avg: 159.34 / Max: 159.62Min: 210.79 / Avg: 211.01 / Max: 211.42Min: 176.68 / Avg: 177.04 / Max: 177.44Min: 242.74 / Avg: 243.5 / Max: 243.94Min: 207.75 / Avg: 208.22 / Max: 208.69

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000SE +/- 0.32, N = 4SE +/- 0.24, N = 4SE +/- 0.27, N = 5SE +/- 0.32, N = 5SE +/- 0.34, N = 5SE +/- 0.20, N = 5SE +/- 0.88, N = 6SE +/- 0.60, N = 5SE +/- 0.40, N = 6SE +/- 0.56, N = 6SE +/- 0.90, N = 6SE +/- 2.17, N = 6SE +/- 1.90, N = 6226.15296.82299.07389.45416.15447.06498.24544.72587.72747.50686.66975.56718.51
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000Min: 225.52 / Avg: 226.15 / Max: 227.02Min: 296.21 / Avg: 296.82 / Max: 297.31Min: 298.26 / Avg: 299.07 / Max: 299.74Min: 388.43 / Avg: 389.45 / Max: 390.16Min: 415.17 / Avg: 416.15 / Max: 417.04Min: 446.35 / Avg: 447.06 / Max: 447.42Min: 494.9 / Avg: 498.24 / Max: 500.2Min: 543.08 / Avg: 544.72 / Max: 546.46Min: 586.39 / Avg: 587.72 / Max: 589.13Min: 745.18 / Avg: 747.5 / Max: 748.78Min: 684.22 / Avg: 686.66 / Max: 690.33Min: 966.08 / Avg: 975.56 / Max: 978.91Min: 713.74 / Avg: 718.51 / Max: 725.6

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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX6K12K18K24K30KSE +/- 48.50, N = 3SE +/- 20.08, N = 3SE +/- 72.01, N = 3SE +/- 85.05, N = 3SE +/- 33.40, N = 3SE +/- 60.47, N = 3SE +/- 59.70, N = 3SE +/- 43.62, N = 3SE +/- 84.56, N = 3SE +/- 133.47, N = 3SE +/- 47.37, N = 3SE +/- 105.50, N = 3SE +/- 141.13, N = 3592573247051102491128412723143321575817915232692284228389210841. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX5K10K15K20K25KMin: 5841 / Avg: 5924.67 / Max: 6009Min: 7297 / Avg: 7323.67 / Max: 7363Min: 6909 / Avg: 7050.67 / Max: 7144Min: 10079 / Avg: 10248.67 / Max: 10344Min: 11235 / Avg: 11284.33 / Max: 11348Min: 12603 / Avg: 12723 / Max: 12796Min: 14264 / Avg: 14332 / Max: 14451Min: 15709 / Avg: 15758 / Max: 15845Min: 17825 / Avg: 17915 / Max: 18084Min: 23075 / Avg: 23269.33 / Max: 23525Min: 22758 / Avg: 22841.67 / Max: 22922Min: 28179 / Avg: 28388.67 / Max: 28514Min: 20894 / Avg: 21084.33 / Max: 213601. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX140280420560700SE +/- 0.02, N = 5SE +/- 1.52, N = 7SE +/- 0.50, N = 6SE +/- 0.07, N = 7SE +/- 0.23, N = 7SE +/- 0.10, N = 8SE +/- 1.82, N = 7SE +/- 1.61, N = 8SE +/- 2.29, N = 8SE +/- 3.54, N = 8SE +/- 0.06, N = 8SE +/- 5.82, N = 9SE +/- 2.07, N = 8152.8293.5235.4297.3372.2396.7394.2394.1434.4540.7393.5634.1514.51. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX110220330440550Min: 152.7 / Avg: 152.76 / Max: 152.8Min: 287.2 / Avg: 293.46 / Max: 296.7Min: 234 / Avg: 235.42 / Max: 236.9Min: 297.1 / Avg: 297.31 / Max: 297.5Min: 371.3 / Avg: 372.17 / Max: 373.1Min: 396.5 / Avg: 396.73 / Max: 397.1Min: 384.1 / Avg: 394.24 / Max: 397Min: 386.5 / Avg: 394.13 / Max: 397.1Min: 419.4 / Avg: 434.4 / Max: 437.8Min: 518.2 / Avg: 540.68 / Max: 546Min: 393.1 / Avg: 393.49 / Max: 393.6Min: 605.9 / Avg: 634.08 / Max: 650.7Min: 504.9 / Avg: 514.45 / Max: 521.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX130260390520650SE +/- 0.36, N = 5SE +/- 1.33, N = 7SE +/- 0.26, N = 6SE +/- 0.38, N = 7SE +/- 0.28, N = 7SE +/- 0.27, N = 8SE +/- 1.89, N = 7SE +/- 1.71, N = 8SE +/- 2.08, N = 8SE +/- 1.82, N = 8SE +/- 0.03, N = 8SE +/- 2.78, N = 9SE +/- 1.51, N = 8147.4230.0207.4251.2311.8328.4313.9334.2344.1445.4383.6615.3456.01. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX110220330440550Min: 146.4 / Avg: 147.38 / Max: 148.2Min: 226 / Avg: 230.01 / Max: 234.6Min: 206.8 / Avg: 207.38 / Max: 208.3Min: 249.9 / Avg: 251.19 / Max: 252.5Min: 310.7 / Avg: 311.77 / Max: 312.9Min: 327.3 / Avg: 328.38 / Max: 329.5Min: 305.2 / Avg: 313.91 / Max: 318.1Min: 326.3 / Avg: 334.23 / Max: 338.7Min: 332.4 / Avg: 344.13 / Max: 348.9Min: 433.7 / Avg: 445.35 / Max: 449.5Min: 383.5 / Avg: 383.63 / Max: 383.7Min: 594.3 / Avg: 615.33 / Max: 620.4Min: 450.8 / Avg: 456 / Max: 463.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.28, N = 5SE +/- 0.69, N = 7SE +/- 0.27, N = 6SE +/- 0.08, N = 7SE +/- 0.37, N = 7SE +/- 0.06, N = 8SE +/- 1.07, N = 7SE +/- 0.81, N = 8SE +/- 1.13, N = 8SE +/- 0.85, N = 8SE +/- 0.09, N = 8SE +/- 1.91, N = 9SE +/- 0.44, N = 8137.8239.0197.2239.0270.4284.5288.2288.5298.9320.8298.2339.9291.81. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX60120180240300Min: 137.2 / Avg: 137.8 / Max: 138.5Min: 234.9 / Avg: 238.99 / Max: 240.1Min: 196.5 / Avg: 197.18 / Max: 198.1Min: 238.8 / Avg: 238.96 / Max: 239.2Min: 268.8 / Avg: 270.37 / Max: 271.3Min: 284.3 / Avg: 284.5 / Max: 284.7Min: 284.7 / Avg: 288.24 / Max: 291.7Min: 284.8 / Avg: 288.46 / Max: 290.2Min: 293.8 / Avg: 298.9 / Max: 301.1Min: 316 / Avg: 320.75 / Max: 323Min: 297.8 / Avg: 298.2 / Max: 298.6Min: 330.2 / Avg: 339.89 / Max: 345Min: 290.6 / Avg: 291.81 / Max: 293.61. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX100M200M300M400M500MSE +/- 458649.89, N = 5SE +/- 545279.65, N = 7SE +/- 615153.65, N = 7SE +/- 387178.22, N = 8SE +/- 2576635.94, N = 9SE +/- 1098102.02, N = 8SE +/- 1273824.38, N = 9SE +/- 2274447.08, N = 9SE +/- 1757515.78, N = 9SE +/- 2727377.34, N = 10SE +/- 552442.28, N = 8SE +/- 1875555.71, N = 9SE +/- 2676982.40, N = 9128084240.3198638055.8197542242.7247283060.7262260550.6280144899.1316276201.0341286781.7363715438.9446864473.4278997773.1401282795.2443646920.91. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX80M160M240M320M400MMin: 126500454.5 / Avg: 128084240.26 / Max: 129286724.4Min: 196944289.8 / Avg: 198638055.79 / Max: 201007827.1Min: 194882495.5 / Avg: 197542242.73 / Max: 199685950Min: 245613517.9 / Avg: 247283060.65 / Max: 248841236.2Min: 243708600.8 / Avg: 262260550.63 / Max: 269853251.7Min: 277470972.8 / Avg: 280144899.08 / Max: 286503328.6Min: 311250676.4 / Avg: 316276200.96 / Max: 324129243.4Min: 330793452.2 / Avg: 341286781.71 / Max: 351390457Min: 356670350.7 / Avg: 363715438.92 / Max: 371441441.2Min: 436980116.6 / Avg: 446864473.44 / Max: 466632721.1Min: 276653957 / Avg: 278997773.05 / Max: 280911117.6Min: 392013325.3 / Avg: 401282795.17 / Max: 409221222.5Min: 430559584.5 / Avg: 443646920.86 / Max: 454339710.91. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX20406080100SE +/- 0.50, N = 11SE +/- 0.28, N = 11SE +/- 0.22, N = 11SE +/- 0.34, N = 11SE +/- 0.29, N = 11SE +/- 0.23, N = 11SE +/- 0.35, N = 11SE +/- 0.44, N = 11SE +/- 0.39, N = 12SE +/- 0.46, N = 12SE +/- 0.23, N = 12SE +/- 0.35, N = 15SE +/- 0.60, N = 1161.7368.7168.6172.8372.3375.0975.7476.1377.1178.6175.8377.9576.271. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1530456075Min: 57.7 / Avg: 61.73 / Max: 63.79Min: 67.29 / Avg: 68.71 / Max: 70.02Min: 67.25 / Avg: 68.61 / Max: 69.82Min: 70.53 / Avg: 72.83 / Max: 74.35Min: 70.68 / Avg: 72.33 / Max: 73.79Min: 73.9 / Avg: 75.09 / Max: 76.24Min: 73.76 / Avg: 75.74 / Max: 78.22Min: 73.77 / Avg: 76.13 / Max: 79.25Min: 74.59 / Avg: 77.11 / Max: 79.47Min: 75.61 / Avg: 78.61 / Max: 81.21Min: 74.5 / Avg: 75.83 / Max: 77.29Min: 73.65 / Avg: 77.95 / Max: 79.58Min: 71.15 / Avg: 76.27 / Max: 78.471. (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 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 31064764833479402373352342325247240172256
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000Min: 1062 / Avg: 1063.67 / Max: 1066Min: 764 / Avg: 764.33 / Max: 765Min: 831 / Avg: 833.33 / Max: 837Min: 478 / Avg: 478.67 / Max: 480Min: 402 / Avg: 402.33 / Max: 403Min: 373 / Avg: 373.33 / Max: 374Min: 239 / Avg: 240 / Max: 241

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX4080120160200SE +/- 3.22, N = 12SE +/- 0.04, N = 3SE +/- 2.63, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 2.52, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.05, N = 3170.1578.2683.0937.3533.8731.9626.4129.5326.3919.8318.0614.9621.26
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150Min: 166.72 / Avg: 170.15 / Max: 205.6Min: 78.2 / Avg: 78.26 / Max: 78.34Min: 80.26 / Avg: 83.09 / Max: 119.93Min: 37.34 / Avg: 37.35 / Max: 37.37Min: 33.8 / Avg: 33.87 / Max: 33.99Min: 31.94 / Avg: 31.96 / Max: 31.98Min: 26.4 / Avg: 26.41 / Max: 26.41Min: 26.98 / Avg: 29.53 / Max: 64.75Min: 26.36 / Avg: 26.39 / Max: 26.42Min: 19.8 / Avg: 19.83 / Max: 19.87Min: 18.03 / Avg: 18.06 / Max: 18.1Min: 12.27 / Avg: 14.96 / Max: 51.52Min: 21.18 / Avg: 21.26 / Max: 21.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX120240360480600SE +/- 0.04, N = 3SE +/- 1.38, N = 3SE +/- 1.47, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.76, N = 3SE +/- 0.07, N = 3SE +/- 0.34, N = 3548.35270.19281.98149.31154.25147.1690.5187.2682.6073.9155.9541.2982.31
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX100200300400500Min: 548.31 / Avg: 548.35 / Max: 548.42Min: 268.5 / Avg: 270.19 / Max: 272.92Min: 279.38 / Avg: 281.98 / Max: 284.46Min: 148.65 / Avg: 149.31 / Max: 149.65Min: 153.66 / Avg: 154.25 / Max: 154.56Min: 147.11 / Avg: 147.16 / Max: 147.23Min: 90.41 / Avg: 90.51 / Max: 90.61Min: 87.04 / Avg: 87.26 / Max: 87.38Min: 82.43 / Avg: 82.6 / Max: 82.76Min: 73.66 / Avg: 73.91 / Max: 74.04Min: 54.43 / Avg: 55.95 / Max: 56.85Min: 41.17 / Avg: 41.29 / Max: 41.42Min: 81.67 / Avg: 82.31 / Max: 82.81

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3344.25165.55168.1868.2263.2258.1748.8445.9843.5733.0937.2422.7335.12
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX60120180240300Min: 344.07 / Avg: 344.25 / Max: 344.37Min: 165.42 / Avg: 165.55 / Max: 165.77Min: 168.03 / Avg: 168.18 / Max: 168.33Min: 68.14 / Avg: 68.22 / Max: 68.26Min: 62.99 / Avg: 63.22 / Max: 63.54Min: 58.1 / Avg: 58.17 / Max: 58.22Min: 48.83 / Avg: 48.84 / Max: 48.86Min: 45.94 / Avg: 45.98 / Max: 46.02Min: 43.53 / Avg: 43.57 / Max: 43.63Min: 33.05 / Avg: 33.09 / Max: 33.12Min: 37.23 / Avg: 37.24 / Max: 37.25Min: 22.66 / Avg: 22.73 / Max: 22.82Min: 34.93 / Avg: 35.12 / Max: 35.37

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000SE +/- 0.11, N = 3SE +/- 0.67, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.68, N = 3973.87476.55489.37210.22209.05198.24135.34135.02130.28104.8086.2059.14114.00
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2004006008001000Min: 973.65 / Avg: 973.87 / Max: 974.03Min: 475.72 / Avg: 476.55 / Max: 477.87Min: 489.11 / Avg: 489.37 / Max: 489.72Min: 209.9 / Avg: 210.22 / Max: 210.49Min: 208.84 / Avg: 209.05 / Max: 209.45Min: 198.04 / Avg: 198.24 / Max: 198.35Min: 135.22 / Avg: 135.34 / Max: 135.47Min: 134.91 / Avg: 135.02 / Max: 135.08Min: 130.2 / Avg: 130.28 / Max: 130.39Min: 104.42 / Avg: 104.8 / Max: 105Min: 86.08 / Avg: 86.2 / Max: 86.29Min: 59.03 / Avg: 59.14 / Max: 59.22Min: 112.69 / Avg: 114 / Max: 114.95

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXGTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX6001200180024003000SE +/- 0.53, N = 3SE +/- 8.92, N = 3SE +/- 4.43, N = 3SE +/- 3.65, N = 3SE +/- 1.58, N = 3SE +/- 0.49, N = 3SE +/- 0.64, N = 3SE +/- 0.11, N = 3SE +/- 1.60, N = 3SE +/- 1.52, N = 3SE +/- 0.76, N = 3SE +/- 1.43, N = 32593.952732.321783.161877.551803.971002.41974.80917.27902.94581.54458.511002.97
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXGTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX5001000150020002500Min: 2592.89 / Avg: 2593.95 / Max: 2594.53Min: 2722.28 / Avg: 2732.32 / Max: 2750.12Min: 1778.67 / Avg: 1783.16 / Max: 1792.02Min: 1870.56 / Avg: 1877.55 / Max: 1882.88Min: 1801 / Avg: 1803.97 / Max: 1806.39Min: 1001.59 / Avg: 1002.41 / Max: 1003.27Min: 973.76 / Avg: 974.8 / Max: 975.96Min: 917.06 / Avg: 917.27 / Max: 917.42Min: 899.93 / Avg: 902.94 / Max: 905.39Min: 578.53 / Avg: 581.54 / Max: 583.46Min: 457.07 / Avg: 458.51 / Max: 459.64Min: 1000.12 / Avg: 1002.97 / Max: 1004.61

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX11K22K33K44K55KSE +/- 4.67, N = 3SE +/- 34.18, N = 3SE +/- 14.84, N = 3SE +/- 27.14, N = 3SE +/- 51.26, N = 3SE +/- 10.04, N = 3SE +/- 58.08, N = 3SE +/- 62.43, N = 3SE +/- 53.90, N = 3SE +/- 82.79, N = 3SE +/- 25.15, N = 3SE +/- 166.79, N = 3SE +/- 118.84, N = 312788184501709720883249752660027682285643072037384320654963136933
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX9K18K27K36K45KMin: 12781 / Avg: 12788.33 / Max: 12797Min: 18410 / Avg: 18450 / Max: 18518Min: 17073 / Avg: 17096.67 / Max: 17124Min: 20835 / Avg: 20882.67 / Max: 20929Min: 24915 / Avg: 24975 / Max: 25077Min: 26587 / Avg: 26600.33 / Max: 26620Min: 27588 / Avg: 27681.67 / Max: 27788Min: 28459 / Avg: 28564 / Max: 28675Min: 30612 / Avg: 30719.67 / Max: 30778Min: 37219 / Avg: 37383.67 / Max: 37481Min: 32028 / Avg: 32065 / Max: 32113Min: 49453 / Avg: 49630.67 / Max: 49964Min: 36721 / Avg: 36933.33 / Max: 37132

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810SE +/- 0.08, N = 3SE +/- 0.08, N = 15SE +/- 0.08, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 15SE +/- 0.09, N = 15SE +/- 0.08, N = 15SE +/- 0.06, N = 3SE +/- 0.14, N = 12SE +/- 0.05, N = 157.705.356.054.755.414.584.184.294.203.873.964.075.05MIN: 6.82 / MAX: 48.71MIN: 4.46 / MAX: 45.32MIN: 4.56 / MAX: 53.55MIN: 4.19 / MAX: 44.66MIN: 4.02 / MAX: 50.12MIN: 4.01 / MAX: 44.45MIN: 3.93 / MAX: 24.5MIN: 3.78 / MAX: 44.36MIN: 3.67 / MAX: 44.19MIN: 3.51 / MAX: 45MIN: 3.54 / MAX: 39.83MIN: 3.22 / MAX: 44.48MIN: 3.57 / MAX: 45.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 7.55 / Avg: 7.7 / Max: 7.82Min: 4.87 / Avg: 5.35 / Max: 5.82Min: 5.88 / Avg: 6.05 / Max: 6.15Min: 4.32 / Avg: 4.75 / Max: 5.2Min: 5.28 / Avg: 5.41 / Max: 5.48Min: 4.49 / Avg: 4.58 / Max: 4.66Min: 4.14 / Avg: 4.18 / Max: 4.23Min: 3.92 / Avg: 4.29 / Max: 4.79Min: 3.82 / Avg: 4.2 / Max: 4.83Min: 3.64 / Avg: 3.87 / Max: 4.76Min: 3.86 / Avg: 3.96 / Max: 4.07Min: 3.51 / Avg: 4.07 / Max: 4.89Min: 4.78 / Avg: 5.05 / Max: 5.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1.2962.5923.8885.1846.48SE +/- 0.10, N = 3SE +/- 0.09, N = 14SE +/- 0.08, N = 3SE +/- 0.05, N = 15SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 3SE +/- 0.07, N = 12SE +/- 0.06, N = 155.764.675.304.434.954.234.094.164.064.024.274.454.66MIN: 5 / MAX: 36.46MIN: 4.11 / MAX: 40.05MIN: 4.07 / MAX: 36.52MIN: 3.89 / MAX: 42.29MIN: 3.79 / MAX: 37.73MIN: 3.74 / MAX: 37.61MIN: 3.61 / MAX: 44.2MIN: 3.6 / MAX: 40.3MIN: 3.52 / MAX: 43.97MIN: 3.43 / MAX: 41.82MIN: 3.75 / MAX: 35.37MIN: 3.5 / MAX: 45.01MIN: 3.42 / MAX: 47.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 5.59 / Avg: 5.76 / Max: 5.95Min: 4.24 / Avg: 4.67 / Max: 5.3Min: 5.16 / Avg: 5.3 / Max: 5.42Min: 4.07 / Avg: 4.43 / Max: 4.95Min: 4.85 / Avg: 4.95 / Max: 5.12Min: 4.15 / Avg: 4.23 / Max: 4.31Min: 3.71 / Avg: 4.09 / Max: 4.57Min: 3.76 / Avg: 4.16 / Max: 4.72Min: 3.67 / Avg: 4.06 / Max: 4.67Min: 3.57 / Avg: 4.02 / Max: 4.46Min: 4.26 / Avg: 4.27 / Max: 4.29Min: 3.94 / Avg: 4.45 / Max: 4.73Min: 4.03 / Avg: 4.66 / Max: 4.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.47480.94961.42441.89922.374SE +/- 0.09, N = 3SE +/- 0.04, N = 15SE +/- 0.16, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.12, N = 3SE +/- 0.06, N = 12SE +/- 0.07, N = 152.111.531.841.561.721.541.381.461.371.511.741.731.75MIN: 1.91 / MAX: 19.43MIN: 1.42 / MAX: 21.24MIN: 1.44 / MAX: 19.14MIN: 1.39 / MAX: 19.37MIN: 1.36 / MAX: 15.12MIN: 1.38 / MAX: 17.92MIN: 1.31 / MAX: 5.51MIN: 1.33 / MAX: 17.85MIN: 1.28 / MAX: 18.03MIN: 1.29 / MAX: 18.36MIN: 1.5 / MAX: 17.99MIN: 1.4 / MAX: 22.34MIN: 1.3 / MAX: 20.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 1.96 / Avg: 2.11 / Max: 2.28Min: 1.44 / Avg: 1.53 / Max: 1.9Min: 1.67 / Avg: 1.84 / Max: 2.17Min: 1.41 / Avg: 1.56 / Max: 2.22Min: 1.62 / Avg: 1.72 / Max: 1.86Min: 1.39 / Avg: 1.54 / Max: 1.85Min: 1.35 / Avg: 1.38 / Max: 1.4Min: 1.38 / Avg: 1.46 / Max: 1.72Min: 1.31 / Avg: 1.37 / Max: 1.72Min: 1.32 / Avg: 1.51 / Max: 2.04Min: 1.62 / Avg: 1.74 / Max: 1.97Min: 1.52 / Avg: 1.73 / Max: 2Min: 1.55 / Avg: 1.75 / Max: 2.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.55581.11161.66742.22322.779SE +/- 0.13, N = 3SE +/- 0.05, N = 15SE +/- 0.13, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.07, N = 12SE +/- 0.07, N = 152.471.822.101.811.891.641.711.751.761.641.761.982.11MIN: 2.28 / MAX: 17.9MIN: 1.63 / MAX: 22.45MIN: 1.66 / MAX: 16.77MIN: 1.61 / MAX: 18.64MIN: 1.58 / MAX: 9.02MIN: 1.61 / MAX: 2.65MIN: 1.55 / MAX: 19.3MIN: 1.57 / MAX: 17.89MIN: 1.52 / MAX: 21.3MIN: 1.53 / MAX: 18.23MIN: 1.73 / MAX: 3.1MIN: 1.65 / MAX: 17.98MIN: 1.55 / MAX: 19.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 2.31 / Avg: 2.47 / Max: 2.73Min: 1.66 / Avg: 1.82 / Max: 2.19Min: 1.89 / Avg: 2.1 / Max: 2.34Min: 1.65 / Avg: 1.81 / Max: 2.42Min: 1.85 / Avg: 1.89 / Max: 1.97Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.57 / Avg: 1.71 / Max: 1.94Min: 1.62 / Avg: 1.75 / Max: 2.22Min: 1.54 / Avg: 1.76 / Max: 2.05Min: 1.57 / Avg: 1.64 / Max: 2.11Min: 1.75 / Avg: 1.76 / Max: 1.77Min: 1.78 / Avg: 1.98 / Max: 2.42Min: 1.85 / Avg: 2.11 / Max: 2.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.40050.8011.20151.6022.0025SE +/- 0.10, N = 3SE +/- 0.03, N = 15SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.06, N = 12SE +/- 0.07, N = 151.781.331.561.371.631.261.361.371.321.341.361.541.62MIN: 1.51 / MAX: 11.8MIN: 1.24 / MAX: 18.01MIN: 1.26 / MAX: 21.01MIN: 1.23 / MAX: 22.22MIN: 1.21 / MAX: 20.82MIN: 1.24 / MAX: 1.92MIN: 1.2 / MAX: 17.51MIN: 1.21 / MAX: 18.01MIN: 1.16 / MAX: 20.88MIN: 1.18 / MAX: 20.07MIN: 1.29 / MAX: 15.72MIN: 1.25 / MAX: 19.9MIN: 1.19 / MAX: 20.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 1.59 / Avg: 1.78 / Max: 1.93Min: 1.28 / Avg: 1.33 / Max: 1.74Min: 1.51 / Avg: 1.56 / Max: 1.61Min: 1.26 / Avg: 1.37 / Max: 1.7Min: 1.41 / Avg: 1.63 / Max: 2.06Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.21 / Avg: 1.36 / Max: 1.63Min: 1.23 / Avg: 1.37 / Max: 2.02Min: 1.19 / Avg: 1.32 / Max: 1.99Min: 1.2 / Avg: 1.34 / Max: 2.16Min: 1.31 / Avg: 1.36 / Max: 1.44Min: 1.31 / Avg: 1.54 / Max: 1.92Min: 1.41 / Avg: 1.62 / Max: 2.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.51531.03061.54592.06122.5765SE +/- 0.17, N = 2SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 15SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 15SE +/- 0.05, N = 15SE +/- 0.03, N = 15SE +/- 0.14, N = 2SE +/- 0.06, N = 12SE +/- 0.05, N = 142.291.661.811.631.721.561.661.501.521.491.771.801.89MIN: 2.01 / MAX: 18.01MIN: 1.46 / MAX: 19.39MIN: 1.49 / MAX: 18.94MIN: 1.45 / MAX: 19.28MIN: 1.42 / MAX: 8.94MIN: 1.44 / MAX: 20.92MIN: 1.37 / MAX: 17.88MIN: 1.4 / MAX: 17.79MIN: 1.34 / MAX: 19.22MIN: 1.35 / MAX: 19.31MIN: 1.6 / MAX: 22.35MIN: 1.49 / MAX: 19.5MIN: 1.37 / MAX: 19.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 2.12 / Avg: 2.29 / Max: 2.45Min: 1.5 / Avg: 1.66 / Max: 2.28Min: 1.77 / Avg: 1.81 / Max: 1.9Min: 1.47 / Avg: 1.63 / Max: 2.4Min: 1.68 / Avg: 1.72 / Max: 1.75Min: 1.45 / Avg: 1.56 / Max: 1.77Min: 1.4 / Avg: 1.66 / Max: 1.84Min: 1.42 / Avg: 1.5 / Max: 1.84Min: 1.38 / Avg: 1.52 / Max: 1.87Min: 1.39 / Avg: 1.49 / Max: 1.86Min: 1.63 / Avg: 1.77 / Max: 1.91Min: 1.65 / Avg: 1.8 / Max: 2.37Min: 1.71 / Avg: 1.89 / Max: 2.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.8461.6922.5383.3844.23SE +/- 0.06, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.06, N = 15SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.13, N = 3SE +/- 0.11, N = 12SE +/- 0.06, N = 153.762.883.632.923.352.792.762.662.612.733.033.133.33MIN: 3.48 / MAX: 21.65MIN: 2.62 / MAX: 21.44MIN: 2.65 / MAX: 22.19MIN: 2.59 / MAX: 22.74MIN: 2.54 / MAX: 22.25MIN: 2.6 / MAX: 19.01MIN: 2.48 / MAX: 17.56MIN: 2.53 / MAX: 22.5MIN: 2.42 / MAX: 20.41MIN: 2.45 / MAX: 21.05MIN: 2.72 / MAX: 20.75MIN: 2.61 / MAX: 20.61MIN: 2.48 / MAX: 22.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 3.64 / Avg: 3.76 / Max: 3.84Min: 2.66 / Avg: 2.88 / Max: 3.25Min: 3.57 / Avg: 3.63 / Max: 3.7Min: 2.64 / Avg: 2.92 / Max: 3.33Min: 3.15 / Avg: 3.35 / Max: 3.46Min: 2.63 / Avg: 2.79 / Max: 3.03Min: 2.54 / Avg: 2.76 / Max: 2.92Min: 2.56 / Avg: 2.66 / Max: 3.2Min: 2.46 / Avg: 2.61 / Max: 3.08Min: 2.49 / Avg: 2.73 / Max: 3.23Min: 2.78 / Avg: 3.03 / Max: 3.16Min: 2.89 / Avg: 3.13 / Max: 4.2Min: 2.88 / Avg: 3.33 / Max: 3.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.18230.36460.54690.72920.9115SE +/- 0.13, N = 3SE +/- 0.04, N = 15SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 15SE +/- 0.03, N = 15SE +/- 0.05, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 12SE +/- 0.06, N = 150.800.640.720.670.720.580.630.610.630.680.630.640.81MIN: 0.63 / MAX: 19.93MIN: 0.56 / MAX: 26.92MIN: 0.57 / MAX: 6.28MIN: 0.56 / MAX: 23.74MIN: 0.55 / MAX: 7.89MIN: 0.57 / MAX: 0.84MIN: 0.56 / MAX: 20.82MIN: 0.54 / MAX: 21.62MIN: 0.54 / MAX: 27.09MIN: 0.52 / MAX: 27.01MIN: 0.57 / MAX: 9MIN: 0.51 / MAX: 30.84MIN: 0.51 / MAX: 27.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 0.66 / Avg: 0.8 / Max: 1.06Min: 0.58 / Avg: 0.64 / Max: 1.15Min: 0.71 / Avg: 0.72 / Max: 0.72Min: 0.58 / Avg: 0.67 / Max: 1.26Min: 0.69 / Avg: 0.72 / Max: 0.75Min: 0.57 / Avg: 0.58 / Max: 0.59Min: 0.59 / Avg: 0.63 / Max: 0.71Min: 0.57 / Avg: 0.61 / Max: 0.78Min: 0.55 / Avg: 0.63 / Max: 0.94Min: 0.54 / Avg: 0.68 / Max: 1.13Min: 0.6 / Avg: 0.63 / Max: 0.68Min: 0.58 / Avg: 0.64 / Max: 0.8Min: 0.66 / Avg: 0.81 / Max: 1.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1.19482.38963.58444.77925.974SE +/- 0.10, N = 3SE +/- 0.07, N = 15SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 3SE +/- 0.09, N = 12SE +/- 0.07, N = 155.313.934.333.574.163.433.233.293.123.103.443.883.73MIN: 4.95 / MAX: 24.26MIN: 3.5 / MAX: 21.95MIN: 3.53 / MAX: 24.2MIN: 3.3 / MAX: 22.32MIN: 3.15 / MAX: 21.29MIN: 3.19 / MAX: 21.25MIN: 3.02 / MAX: 18.59MIN: 3.03 / MAX: 22.52MIN: 2.89 / MAX: 20.85MIN: 2.84 / MAX: 21.01MIN: 3.41 / MAX: 3.96MIN: 3.16 / MAX: 22.34MIN: 2.87 / MAX: 23.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 5.21 / Avg: 5.31 / Max: 5.5Min: 3.57 / Avg: 3.93 / Max: 4.42Min: 4.03 / Avg: 4.33 / Max: 4.53Min: 3.34 / Avg: 3.57 / Max: 4.07Min: 4.05 / Avg: 4.16 / Max: 4.27Min: 3.21 / Avg: 3.43 / Max: 3.56Min: 3.05 / Avg: 3.23 / Max: 3.44Min: 3.05 / Avg: 3.29 / Max: 3.57Min: 2.94 / Avg: 3.12 / Max: 3.42Min: 2.89 / Avg: 3.1 / Max: 3.58Min: 3.43 / Avg: 3.44 / Max: 3.45Min: 3.47 / Avg: 3.88 / Max: 4.49Min: 3.35 / Avg: 3.73 / Max: 4.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.14, N = 3SE +/- 0.05, N = 15SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 12SE +/- 0.03, N = 1518.5413.9715.0910.329.858.968.207.697.445.686.024.716.28MIN: 17.62 / MAX: 31.07MIN: 11.92 / MAX: 39.63MIN: 12.16 / MAX: 32.96MIN: 9.24 / MAX: 31.92MIN: 8.27 / MAX: 27.4MIN: 7.8 / MAX: 24.64MIN: 6.99 / MAX: 25.35MIN: 6.57 / MAX: 26.43MIN: 6.29 / MAX: 26.19MIN: 5 / MAX: 27.84MIN: 5.48 / MAX: 23.38MIN: 4 / MAX: 20.55MIN: 4.88 / MAX: 25.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025Min: 18.46 / Avg: 18.54 / Max: 18.61Min: 13.7 / Avg: 13.97 / Max: 14.16Min: 14.85 / Avg: 15.09 / Max: 15.35Min: 10.03 / Avg: 10.32 / Max: 10.65Min: 9.64 / Avg: 9.85 / Max: 9.96Min: 8.85 / Avg: 8.96 / Max: 9.09Min: 8.14 / Avg: 8.2 / Max: 8.28Min: 7.47 / Avg: 7.69 / Max: 8.05Min: 7.08 / Avg: 7.44 / Max: 7.85Min: 5.39 / Avg: 5.68 / Max: 6.11Min: 5.96 / Avg: 6.02 / Max: 6.09Min: 4.36 / Avg: 4.71 / Max: 5.34Min: 6.09 / Avg: 6.28 / Max: 6.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.73351.4672.20052.9343.6675SE +/- 0.19, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 2SE +/- 0.06, N = 3SE +/- 0.03, N = 14SE +/- 0.04, N = 13SE +/- 0.02, N = 15SE +/- 0.16, N = 3SE +/- 0.01, N = 11SE +/- 0.08, N = 143.262.322.381.981.911.741.661.551.521.301.701.311.73MIN: 2.96 / MAX: 19.72MIN: 2.11 / MAX: 25.13MIN: 2.08 / MAX: 9.06MIN: 1.8 / MAX: 19.93MIN: 1.62 / MAX: 7.23MIN: 1.62 / MAX: 17.79MIN: 1.52 / MAX: 18.57MIN: 1.44 / MAX: 18.28MIN: 1.39 / MAX: 15.39MIN: 1.22 / MAX: 20.6MIN: 1.36 / MAX: 19.31MIN: 1.18 / MAX: 9.46MIN: 1.22 / MAX: 19.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 3.03 / Avg: 3.26 / Max: 3.64Min: 2.13 / Avg: 2.32 / Max: 2.59Min: 2.36 / Avg: 2.38 / Max: 2.43Min: 1.85 / Avg: 1.98 / Max: 2.29Min: 1.89 / Avg: 1.91 / Max: 1.93Min: 1.55 / Avg: 1.66 / Max: 1.76Min: 1.49 / Avg: 1.55 / Max: 1.92Min: 1.42 / Avg: 1.52 / Max: 1.87Min: 1.24 / Avg: 1.3 / Max: 1.57Min: 1.39 / Avg: 1.7 / Max: 1.87Min: 1.24 / Avg: 1.31 / Max: 1.39Min: 1.43 / Avg: 1.73 / Max: 2.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1.22632.45263.67894.90526.1315SE +/- 0.08, N = 3SE +/- 0.06, N = 15SE +/- 0.18, N = 3SE +/- 0.07, N = 15SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 15SE +/- 0.03, N = 15SE +/- 0.07, N = 15SE +/- 0.03, N = 3SE +/- 0.11, N = 11SE +/- 0.06, N = 125.453.043.552.562.802.142.002.211.961.721.651.821.96MIN: 4.92 / MAX: 21.52MIN: 2.39 / MAX: 19.77MIN: 2.36 / MAX: 22.1MIN: 2.18 / MAX: 22.08MIN: 1.81 / MAX: 26MIN: 1.83 / MAX: 17.66MIN: 1.74 / MAX: 2.9MIN: 1.72 / MAX: 22.49MIN: 1.61 / MAX: 19.29MIN: 1.47 / MAX: 22.17MIN: 1.57 / MAX: 16.93MIN: 1.4 / MAX: 22.36MIN: 1.49 / MAX: 22.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810Min: 5.31 / Avg: 5.45 / Max: 5.58Min: 2.87 / Avg: 3.04 / Max: 3.69Min: 3.2 / Avg: 3.55 / Max: 3.78Min: 2.34 / Avg: 2.56 / Max: 3.31Min: 2.39 / Avg: 2.8 / Max: 3.04Min: 2.1 / Avg: 2.14 / Max: 2.21Min: 1.99 / Avg: 2 / Max: 2.01Min: 1.94 / Avg: 2.21 / Max: 2.88Min: 1.82 / Avg: 1.96 / Max: 2.26Min: 1.53 / Avg: 1.72 / Max: 2.52Min: 1.59 / Avg: 1.65 / Max: 1.69Min: 1.49 / Avg: 1.82 / Max: 2.5Min: 1.74 / Avg: 1.96 / Max: 2.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810SE +/- 0.15, N = 3SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 15SE +/- 0.07, N = 14SE +/- 0.08, N = 15SE +/- 0.09, N = 3SE +/- 0.07, N = 12SE +/- 0.08, N = 157.625.256.034.434.653.933.843.723.523.303.723.513.88MIN: 7.05 / MAX: 23.24MIN: 4.76 / MAX: 22.66MIN: 4.75 / MAX: 21.46MIN: 4.07 / MAX: 22.33MIN: 3.72 / MAX: 21.74MIN: 3.73 / MAX: 21.52MIN: 3.47 / MAX: 18.13MIN: 3.38 / MAX: 22.49MIN: 3.25 / MAX: 21.15MIN: 2.94 / MAX: 22.59MIN: 3.41 / MAX: 21.31MIN: 2.98 / MAX: 20.05MIN: 2.96 / MAX: 22.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 7.44 / Avg: 7.62 / Max: 7.91Min: 4.9 / Avg: 5.25 / Max: 5.54Min: 5.89 / Avg: 6.03 / Max: 6.1Min: 4.18 / Avg: 4.43 / Max: 4.99Min: 4.6 / Avg: 4.65 / Max: 4.72Min: 3.86 / Avg: 3.93 / Max: 4.08Min: 3.56 / Avg: 3.84 / Max: 4.31Min: 3.41 / Avg: 3.72 / Max: 4.39Min: 3.32 / Avg: 3.52 / Max: 4.3Min: 2.96 / Avg: 3.3 / Max: 3.88Min: 3.54 / Avg: 3.72 / Max: 3.81Min: 3.28 / Avg: 3.51 / Max: 4.17Min: 3.37 / Avg: 3.88 / Max: 4.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.13, N = 3SE +/- 0.08, N = 15SE +/- 0.17, N = 3SE +/- 0.08, N = 15SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 15SE +/- 0.05, N = 15SE +/- 0.05, N = 3SE +/- 0.05, N = 12SE +/- 0.06, N = 159.878.589.307.848.547.277.197.027.076.536.566.507.47MIN: 8.6 / MAX: 40.07MIN: 7.66 / MAX: 46.65MIN: 7.65 / MAX: 39.63MIN: 6.94 / MAX: 43.56MIN: 6.69 / MAX: 41.56MIN: 6.66 / MAX: 39.39MIN: 6.45 / MAX: 39.21MIN: 6.22 / MAX: 40.65MIN: 6.15 / MAX: 40.21MIN: 5.8 / MAX: 39.76MIN: 5.89 / MAX: 39.85MIN: 5.43 / MAX: 43.21MIN: 5.76 / MAX: 49.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215Min: 9.74 / Avg: 9.87 / Max: 10.13Min: 8.13 / Avg: 8.58 / Max: 9.16Min: 9.07 / Avg: 9.3 / Max: 9.63Min: 7.49 / Avg: 7.84 / Max: 8.43Min: 8.27 / Avg: 8.54 / Max: 8.74Min: 7.07 / Avg: 7.27 / Max: 7.57Min: 6.99 / Avg: 7.19 / Max: 7.52Min: 6.79 / Avg: 7.02 / Max: 7.4Min: 6.72 / Avg: 7.07 / Max: 7.61Min: 6.29 / Avg: 6.53 / Max: 6.84Min: 6.46 / Avg: 6.56 / Max: 6.62Min: 6.31 / Avg: 6.5 / Max: 6.8Min: 7.22 / Avg: 7.47 / Max: 7.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 0.34, N = 3SE +/- 0.43, N = 3SE +/- 0.18, N = 3SE +/- 0.31, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3144.63120.91123.8586.6080.5974.8163.7560.1054.7844.7352.4735.7245.55
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150Min: 144.16 / Avg: 144.63 / Max: 144.98Min: 120.69 / Avg: 120.91 / Max: 121.05Min: 123.54 / Avg: 123.85 / Max: 124.14Min: 86.09 / Avg: 86.6 / Max: 86.96Min: 79.9 / Avg: 80.59 / Max: 80.93Min: 73.96 / Avg: 74.81 / Max: 75.39Min: 63.43 / Avg: 63.75 / Max: 64.03Min: 59.48 / Avg: 60.1 / Max: 60.5Min: 54.52 / Avg: 54.78 / Max: 54.99Min: 44.42 / Avg: 44.72 / Max: 44.95Min: 52.34 / Avg: 52.47 / Max: 52.57Min: 35.53 / Avg: 35.72 / Max: 36.07Min: 45.2 / Avg: 45.55 / Max: 45.8

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025SE +/- 0.017, N = 3SE +/- 0.026, N = 3SE +/- 0.034, N = 3SE +/- 0.015, N = 4SE +/- 0.021, N = 4SE +/- 0.014, N = 4SE +/- 0.031, N = 5SE +/- 0.033, N = 5SE +/- 0.029, N = 5SE +/- 0.011, N = 6SE +/- 0.025, N = 5SE +/- 0.012, N = 6SE +/- 0.028, N = 620.12817.21417.73312.93612.37711.53710.2069.6119.0317.7438.6336.5768.009
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025Min: 20.1 / Avg: 20.13 / Max: 20.16Min: 17.18 / Avg: 17.21 / Max: 17.26Min: 17.67 / Avg: 17.73 / Max: 17.79Min: 12.9 / Avg: 12.94 / Max: 12.97Min: 12.33 / Avg: 12.38 / Max: 12.43Min: 11.51 / Avg: 11.54 / Max: 11.57Min: 10.14 / Avg: 10.21 / Max: 10.29Min: 9.49 / Avg: 9.61 / Max: 9.68Min: 8.94 / Avg: 9.03 / Max: 9.1Min: 7.72 / Avg: 7.74 / Max: 7.79Min: 8.59 / Avg: 8.63 / Max: 8.73Min: 6.53 / Avg: 6.58 / Max: 6.61Min: 7.93 / Avg: 8.01 / Max: 8.1

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1020304050SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 310.2815.2414.3018.2521.6723.4324.4924.8325.4833.1933.5243.5931.76
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX918273645Min: 10.27 / Avg: 10.28 / Max: 10.3Min: 15.19 / Avg: 15.24 / Max: 15.3Min: 14.3 / Avg: 14.3 / Max: 14.32Min: 18.24 / Avg: 18.25 / Max: 18.26Min: 21.54 / Avg: 21.67 / Max: 21.84Min: 23.4 / Avg: 23.43 / Max: 23.45Min: 24.48 / Avg: 24.49 / Max: 24.51Min: 24.81 / Avg: 24.83 / Max: 24.84Min: 25.33 / Avg: 25.48 / Max: 25.57Min: 32.94 / Avg: 33.19 / Max: 33.32Min: 33.47 / Avg: 33.52 / Max: 33.57Min: 43.16 / Avg: 43.59 / Max: 43.93Min: 31.53 / Avg: 31.76 / Max: 32

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.008, N = 3SE +/- 0.001, N = 3SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.005, N = 3SE +/- 0.014, N = 3SE +/- 0.002, N = 3SE +/- 0.024, N = 3SE +/- 0.009, N = 33.5474.6624.3605.5346.8657.3947.6777.7117.88410.91311.39416.59510.588
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620Min: 3.54 / Avg: 3.55 / Max: 3.55Min: 4.66 / Avg: 4.66 / Max: 4.67Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 5.53 / Avg: 5.53 / Max: 5.54Min: 6.85 / Avg: 6.87 / Max: 6.88Min: 7.39 / Avg: 7.39 / Max: 7.4Min: 7.66 / Avg: 7.68 / Max: 7.69Min: 7.7 / Avg: 7.71 / Max: 7.73Min: 7.87 / Avg: 7.88 / Max: 7.89Min: 10.9 / Avg: 10.91 / Max: 10.94Min: 11.39 / Avg: 11.39 / Max: 11.4Min: 16.55 / Avg: 16.6 / Max: 16.63Min: 10.58 / Avg: 10.59 / Max: 10.61

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 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX40K80K120K160K200KSE +/- 218.79, N = 3SE +/- 558.50, N = 3SE +/- 420.54, N = 3SE +/- 772.57, N = 3SE +/- 823.09, N = 3SE +/- 668.55, N = 3SE +/- 521.87, N = 3SE +/- 200.07, N = 3SE +/- 1025.87, N = 3SE +/- 303.84, N = 3SE +/- 1279.48, N = 3SE +/- 733.75, N = 3SE +/- 1711.48, N = 3367986468064871807128707693805105899114773124272152583132421197267151148
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX30K60K90K120K150KMin: 36452 / Avg: 36798 / Max: 37203Min: 63639 / Avg: 64680.33 / Max: 65551Min: 64118 / Avg: 64871 / Max: 65572Min: 79172 / Avg: 80711.67 / Max: 81594Min: 85433 / Avg: 87076 / Max: 87986Min: 92778 / Avg: 93805 / Max: 95060Min: 105094 / Avg: 105899.33 / Max: 106877Min: 114373 / Avg: 114773 / Max: 114982Min: 122274 / Avg: 124272 / Max: 125675Min: 152034 / Avg: 152583.33 / Max: 153083Min: 130022 / Avg: 132420.67 / Max: 134392Min: 196456 / Avg: 197267.33 / Max: 198732Min: 148329 / Avg: 151148 / Max: 154239

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDAGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX40K80K120K160K200KSE +/- 96.77, N = 3SE +/- 387.46, N = 3SE +/- 128.28, N = 3SE +/- 411.67, N = 3SE +/- 657.64, N = 3SE +/- 667.51, N = 3SE +/- 539.60, N = 3SE +/- 663.75, N = 3SE +/- 1753.98, N = 3SE +/- 1291.90, N = 3SE +/- 835.34, N = 3SE +/- 2347.00, N = 14SE +/- 1675.18, N = 15336716638767003835359057299664110450121856128277167858136797208331155867
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDAGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX40K80K120K160K200KMin: 33478 / Avg: 33671 / Max: 33780Min: 65709 / Avg: 66386.67 / Max: 67051Min: 66851 / Avg: 67003 / Max: 67258Min: 83095 / Avg: 83535.33 / Max: 84358Min: 89758 / Avg: 90572.33 / Max: 91874Min: 98330 / Avg: 99664 / Max: 100376Min: 109605 / Avg: 110450.33 / Max: 111454Min: 120842 / Avg: 121856 / Max: 123105Min: 124988 / Avg: 128277 / Max: 130978Min: 165474 / Avg: 167857.67 / Max: 169913Min: 135732 / Avg: 136796.67 / Max: 138444Min: 181801 / Avg: 208331.43 / Max: 216374Min: 142322 / Avg: 155866.53 / Max: 164000

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX30K60K90K120K150KSE +/- 331.69, N = 3SE +/- 423.81, N = 3SE +/- 734.49, N = 3SE +/- 820.21, N = 3SE +/- 343.85, N = 3SE +/- 421.33, N = 3SE +/- 1315.57, N = 3SE +/- 1128.61, N = 3SE +/- 1145.26, N = 8SE +/- 1281.91, N = 15SE +/- 923.31, N = 15SE +/- 1286.56, N = 15SE +/- 1193.73, N = 153784460351590637268975750851259608298487108359132489112321158724128003
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX30K60K90K120K150KMin: 37212 / Avg: 37843.67 / Max: 38335Min: 59611 / Avg: 60350.67 / Max: 61079Min: 57969 / Avg: 59063 / Max: 60459Min: 71109 / Avg: 72689 / Max: 73861Min: 75325 / Avg: 75750.33 / Max: 76431Min: 84421 / Avg: 85124.67 / Max: 85878Min: 93661 / Avg: 96081.67 / Max: 98185Min: 96565 / Avg: 98486.67 / Max: 100473Min: 101772 / Avg: 108359 / Max: 111665Min: 125372 / Avg: 132488.67 / Max: 139306Min: 103150 / Avg: 112321.27 / Max: 116414Min: 150277 / Avg: 158724.13 / Max: 167398Min: 118188 / Avg: 128003.33 / Max: 134916

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2K4K6K8K10K2331.463523.293346.524332.554907.675278.845749.585999.926419.108097.456912.7110055.707834.12