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 RTX 3080 10GB (1710/9501MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)NVIDIA TITAN RTX 24GB (555/810MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA Device 1aefNVIDIA TU104 HD AudioNVIDIA TU106 HD AudioNVIDIA TU102 HD AudioNVIDIA TU116 HD AudioNVIDIA GP106 HD AudioNVIDIA Device 228bASUS 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- RTX 3080: GPU Compute Cores: 8704- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2070: GPU Compute Cores: 2304- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2060: GPU Compute Cores: 1920- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060 SUPER: GPU Compute Cores: 2176- TITAN RTX: GPU Compute Cores: 4608- GTX 1060: GPU Compute Cores: 1280- GTX 1660 SUPER: GPU Compute Cores: 1408- RTX 3060 Ti: GPU Compute Cores: 4864- 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

RTX 3080RTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080 TiRTX 2060GTX 1660 TiRTX 2060 SUPERTITAN RTXGTX 1060GTX 1660 SUPERRTX 3060 TiLogarithmic Result OverviewPhoronix Test SuiteOctaneBenchRedShift DemoclpeakGeekbenchLuxCoreRender OpenCLLeelaChessZeroHashcatIndigoBenchVkFFTPlaidMLRealSR-NCNNcl-memMandelGPUFinanceBenchArrayFireFAHBenchRodiniaWaifu2x-NCNN VulkanBlenderNCNNViennaCL

RTX 3080RTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080 TiRTX 2060GTX 1660 TiRTX 2060 SUPERTITAN RTXGTX 1060GTX 1660 SUPERRTX 3060 TiPer 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 VulkanRTX 3080RTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080 TiRTX 2060GTX 1660 TiRTX 2060 SUPERTITAN RTXGTX 1060GTX 1660 SUPERRTX 3060 Ti540303142861834552857123067000009392906923883.519306.7671537.2420477.269.2920.823.544.8551.627633.3428088.78514.4014574.474.9213725.402995.56243.50975.5628389634.1615.3339.9401282795.277.953617214.9641.2922.7359.14458.51496314.074.451.731.981.541.803.130.643.884.711.311.823.516.5035.7206.57643.58916.595197267208331158724385817285711219500000015354142866399154589714.582242.5543259.1629933.484.208.951.796.3552.094368.919117.91343.499509.307.7152340.011714.00150.94544.7215758394.1334.2288.5341286781.776.133534229.5387.2645.98135.02974.80285644.294.161.461.751.371.502.660.613.297.691.552.213.727.0260.0959.61124.8257.71111477312185698487425657000001346771428617053000007041805240334.368257.4767265.1499653.614.349.031.885.9041.917405.7710190.43373.0410455.186.9122480.881831.76159.34587.7217915434.4344.1298.9363715438.977.107732526.3982.6043.57130.28917.27307204.204.061.371.761.321.522.610.633.127.441.521.963.527.0754.7839.03125.4787.884124272128277108359350269714291098440000013992428575779474235934.769227.7661258.4720713.574.299.861.786.9802.076367.048537.01306.518494.998.3182297.001707.65148.55498.2414332394.2313.9288.2316276201.075.743335226.4190.5148.84135.341002.41276824.184.091.381.711.361.662.760.633.238.201.662.003.847.1963.75410.20624.4907.6771058991104509608229996671429955891428612127857145041003599335.211205.4939242.7253563.514.1910.981.277.8042.094368.847203.49267.767134.1610.2632008.991580.07148.07447.0612723396.7328.4284.5280144899.175.094037331.96147.1658.17198.241803.97266004.584.231.541.641.261.562.790.583.438.961.742.143.937.2774.80611.53723.4307.394938059966485125557407285711784038571422231285718825606502293.835300.8935349.4127084.605.6512.082.114.4911.678502.7313338.39516.5313253.586.1583227.212405.89211.01747.5023269540.7445.4320.8446864473.478.612024719.8373.9133.09104.80902.94373843.874.021.511.641.341.492.730.683.105.681.301.723.306.5344.7257.74333.19010.91315258316785813248925730414286815828571410350285714333423068255.792180.9695192.5980862.763.317.831.179.0042.671275.125480.01229.295248.4312.5871696.451282.52124.27389.4510249297.3251.2239.0247283060.772.833847937.35149.3168.22210.221783.16208834.754.431.561.811.371.632.920.673.5710.321.982.564.437.8486.60212.93618.2525.5348071283535726891835481428662199600007947428573357002369887.243129.4973124.7371611.962.374.76416670.9911.7463.228222.014448.17173.674443.7215.5250671351.92985.9793.61299.077051235.4207.4197.2197542242.768.608783383.09281.98168.18489.372732.32170976.055.301.842.101.561.813.630.724.3315.092.383.556.039.30123.84817.73314.3044.36064871670035906327434614286874707142911048428574599733242405.553189.0783225.4088223.263.9610.451.178.6562.198348.066758.49245.516753.7911.4921952.071509.02137.81416.1511284372.2311.8270.4262260550.672.334340233.87154.2563.22209.051877.55249755.414.951.721.891.631.723.350.724.169.851.912.804.658.5480.58712.37721.6666.865870769057275750530863142861693583333321188166678374206255504.124270.6805350.6624994.425.4612.131.994.8051.756484.4013604.68498.1413266.226.3723284.452394.82208.22718.5121084514.5456.0291.8443646920.976.274025621.2682.3135.12114.001002.97369335.054.661.752.111.621.893.330.813.736.281.731.963.887.4745.5538.00931.75710.5881511481558671280031289740000044024428574652714291982421422649.251101.290280.907511.451.735.340.6312.1055.023147.514095.43150.151226.2813.468982.70778.9978.97226.155925152.8147.4137.8128084240.361.72941064170.15548.35344.25973.87127887.705.762.112.471.782.293.760.805.3118.543.265.457.629.87144.62820.12810.2823.5473679833671378441799770000061783142867845142863338472379007.060136.0813131.8566782.202.605.541.0511.6172.670273.924543.04170.634308.2315.3611371.101075.0799.49296.827324293.5230.0239.0198638055.868.705376478.26270.19165.55476.552593.95184505.354.671.531.821.331.662.880.643.9313.972.323.045.258.58120.90717.21415.2414.662646806638760351329920000001109117142914069285715869184340674.236234.5598378.7130335.797.1316.842.806.9882.094389.0216012.88302.828290.918.3742439.191875.83177.04686.6622842393.5383.6298.2278997773.175.825624018.0655.9537.2486.20581.54320653.964.271.741.761.361.773.030.633.446.021.701.653.726.5652.4688.63333.52011.394132421136797112321OpenBenchmarking.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: MD5RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308012000M24000M36000M48000M60000MSE +/- 53297878.10, N = 7SE +/- 46882020.11, N = 7SE +/- 29398291.17, N = 7SE +/- 147390714.04, N = 7SE +/- 41830567.71, N = 7SE +/- 40766579.62, N = 7SE +/- 34176226.97, N = 7SE +/- 98630343.33, N = 7SE +/- 181560574.59, N = 7SE +/- 41495700.95, N = 7SE +/- 63553325.94, N = 7SE +/- 109307854.28, N = 7SE +/- 102079526.49, N = 732992000000179977000001289740000053086314286274346142861835481428625730414286557407285712999667142935026971429425657000003858172857154030314286
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308010000M20000M30000M40000M50000MMin: 32727200000 / Avg: 32992000000 / Max: 33174300000Min: 17775000000 / Avg: 17997700000 / Max: 18184700000Min: 12818400000 / Avg: 12897400000 / Max: 12997600000Min: 52488500000 / Avg: 53086314285.71 / Max: 53694900000Min: 27276600000 / Avg: 27434614285.71 / Max: 27547200000Min: 18180700000 / Avg: 18354814285.71 / Max: 18471900000Min: 25603300000 / Avg: 25730414285.71 / Max: 25884700000Min: 55433200000 / Avg: 55740728571.43 / Max: 56126500000Min: 28933000000 / Avg: 29996671428.57 / Max: 30282500000Min: 34913000000 / Avg: 35026971428.57 / Max: 35210500000Min: 42300300000 / Avg: 42565700000 / Max: 42770800000Min: 38269600000 / Avg: 38581728571.43 / Max: 39045100000Min: 53805600000 / Avg: 54030314285.71 / Max: 54436200000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30804000M8000M12000M16000M20000MSE +/- 8294912.79, N = 7SE +/- 10473604.66, N = 7SE +/- 6046717.22, N = 7SE +/- 31084579.96, N = 6SE +/- 13942803.47, N = 7SE +/- 43107894.32, N = 15SE +/- 12096446.32, N = 7SE +/- 26687552.20, N = 7SE +/- 9114520.82, N = 7SE +/- 7407910.83, N = 7SE +/- 40239943.60, N = 7SE +/- 10928839.09, N = 7SE +/- 36837886.26, N = 711091171429617831428644024428571693583333387470714296219960000815828571417840385714955891428610984400000134677142861219500000018345528571
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803000M6000M9000M12000M15000MMin: 11062600000 / Avg: 11091171428.57 / Max: 11126900000Min: 6149700000 / Avg: 6178314285.71 / Max: 6236100000Min: 4390300000 / Avg: 4402442857.14 / Max: 4429500000Min: 16805800000 / Avg: 16935833333.33 / Max: 17026200000Min: 8709200000 / Avg: 8747071428.57 / Max: 8791200000Min: 5624200000 / Avg: 6219960000 / Max: 6310600000Min: 8121900000 / Avg: 8158285714.29 / Max: 8206700000Min: 17765100000 / Avg: 17840385714.29 / Max: 17945800000Min: 9520800000 / Avg: 9558914285.71 / Max: 9583800000Min: 10942300000 / Avg: 10984400000 / Max: 10999600000Min: 13324200000 / Avg: 13467714285.71 / Max: 13645100000Min: 12149800000 / Avg: 12195000000 / Max: 12239500000Min: 18221600000 / Avg: 18345528571.43 / Max: 18457100000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080500M1000M1500M2000M2500MSE +/- 849289.42, N = 7SE +/- 537821.25, N = 7SE +/- 1680378.97, N = 7SE +/- 4053921.28, N = 6SE +/- 1642277.33, N = 7SE +/- 824002.18, N = 7SE +/- 1478370.13, N = 7SE +/- 1585907.32, N = 7SE +/- 1566073.13, N = 7SE +/- 953653.91, N = 7SE +/- 900264.51, N = 7SE +/- 2244509.55, N = 7SE +/- 3329521.63, N = 71406928571784514286465271429211881666711048428577947428571035028571222312857112127857141399242857170530000015354142862306700000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080400M800M1200M1600M2000MMin: 1402900000 / Avg: 1406928571.43 / Max: 1409100000Min: 782600000 / Avg: 784514285.71 / Max: 786500000Min: 455700000 / Avg: 465271428.57 / Max: 469500000Min: 2101300000 / Avg: 2118816666.67 / Max: 2131400000Min: 1099900000 / Avg: 1104842857.14 / Max: 1111700000Min: 791100000 / Avg: 794742857.14 / Max: 796800000Min: 1031700000 / Avg: 1035028571.43 / Max: 1043100000Min: 2215900000 / Avg: 2223128571.43 / Max: 2228000000Min: 1207000000 / Avg: 1212785714.29 / Max: 1217500000Min: 1394100000 / Avg: 1399242857.14 / Max: 1402000000Min: 1701000000 / Avg: 1705300000 / Max: 1708300000Min: 1527000000 / Avg: 1535414285.71 / Max: 1543200000Min: 2295000000 / Avg: 2306700000 / Max: 2317700000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080200K400K600K800K1000KSE +/- 558.54, N = 11SE +/- 2811.01, N = 15SE +/- 915.40, N = 12SE +/- 6837.61, N = 10SE +/- 2513.28, N = 11SE +/- 2005.81, N = 11SE +/- 4365.82, N = 12SE +/- 6317.53, N = 10SE +/- 249.73, N = 11SE +/- 6166.48, N = 15SE +/- 6880.46, N = 15SE +/- 4180.88, N = 13SE +/- 2622.40, N = 10586918333847198242837420459973335700433342882560504100577947704180639915939290
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080160K320K480K640K800KMin: 583000 / Avg: 586918.18 / Max: 589300Min: 298000 / Avg: 333846.67 / Max: 340000Min: 190900 / Avg: 198241.67 / Max: 200700Min: 788100 / Avg: 837420 / Max: 859800Min: 437400 / Avg: 459972.73 / Max: 467600Min: 322500 / Avg: 335700 / Max: 343300Min: 393000 / Avg: 433341.67 / Max: 441300Min: 834600 / Avg: 882560 / Max: 896600Min: 503200 / Avg: 504100 / Max: 506000Min: 528200 / Avg: 577946.67 / Max: 594900Min: 627300 / Avg: 704180 / Max: 719700Min: 605700 / Avg: 639915.38 / Max: 648300Min: 929400 / Avg: 939290 / Max: 957400

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080150K300K450K600K750KSE +/- 3786.64, N = 9SE +/- 2205.50, N = 10SE +/- 1264.28, N = 11SE +/- 3170.74, N = 8SE +/- 2317.91, N = 10SE +/- 494.41, N = 8SE +/- 1010.44, N = 8SE +/- 1367.60, N = 7SE +/- 366.29, N = 9SE +/- 3357.49, N = 15SE +/- 4540.66, N = 15SE +/- 1086.65, N = 7SE +/- 2510.22, N = 8434067237900142264625550324240236988306825650229359933423593524033458971692388
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080120K240K360K480K600KMin: 426900 / Avg: 434066.67 / Max: 454300Min: 229000 / Avg: 237900 / Max: 250200Min: 133900 / Avg: 142263.64 / Max: 150200Min: 609700 / Avg: 625550 / Max: 636600Min: 309100 / Avg: 324240 / Max: 333200Min: 234000 / Avg: 236987.5 / Max: 238800Min: 302700 / Avg: 306825 / Max: 310200Min: 643500 / Avg: 650228.57 / Max: 655200Min: 358500 / Avg: 359933.33 / Max: 361500Min: 400600 / Avg: 423593.33 / Max: 451300Min: 501100 / Avg: 524033.33 / Max: 542500Min: 455400 / Avg: 458971.43 / Max: 464300Min: 676500 / Avg: 692387.5 / Max: 700200

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: YesRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215SE +/- 0.032, N = 8SE +/- 0.026, N = 6SE +/- 0.036, N = 5SE +/- 0.023, N = 8SE +/- 0.030, N = 7SE +/- 0.030, N = 6SE +/- 0.029, N = 7SE +/- 0.021, N = 8SE +/- 0.022, N = 7SE +/- 0.028, N = 8SE +/- 0.020, N = 8SE +/- 0.020, N = 8SE +/- 0.028, N = 94.2367.0609.2514.1245.5537.2435.7923.8355.2114.7694.3684.5823.519
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 4.18 / Avg: 4.24 / Max: 4.46Min: 7 / Avg: 7.06 / Max: 7.18Min: 9.18 / Avg: 9.25 / Max: 9.37Min: 4.06 / Avg: 4.12 / Max: 4.27Min: 5.47 / Avg: 5.55 / Max: 5.71Min: 7.13 / Avg: 7.24 / Max: 7.34Min: 5.72 / Avg: 5.79 / Max: 5.95Min: 3.78 / Avg: 3.84 / Max: 3.98Min: 5.17 / Avg: 5.21 / Max: 5.34Min: 4.69 / Avg: 4.77 / Max: 4.95Min: 4.31 / Avg: 4.37 / Max: 4.5Min: 4.54 / Avg: 4.58 / Max: 4.72Min: 3.45 / Avg: 3.52 / Max: 3.73

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 2.3.2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308070140210280350SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 1.07, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.36, N = 3SE +/- 0.40, N = 3SE +/- 0.17, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3234.56136.08101.29270.68189.08129.50180.97300.89205.49227.77257.48242.55306.77
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308060120180240300Min: 234.24 / Avg: 234.56 / Max: 234.9Min: 135.9 / Avg: 136.08 / Max: 136.2Min: 101.26 / Avg: 101.29 / Max: 101.31Min: 268.58 / Avg: 270.68 / Max: 272.09Min: 188.7 / Avg: 189.08 / Max: 189.82Min: 129.1 / Avg: 129.5 / Max: 129.8Min: 180.63 / Avg: 180.97 / Max: 181.36Min: 300.18 / Avg: 300.89 / Max: 301.31Min: 205.04 / Avg: 205.49 / Max: 206.29Min: 227.42 / Avg: 227.77 / Max: 228Min: 257.05 / Avg: 257.48 / Max: 258.11Min: 242.21 / Avg: 242.55 / Max: 242.88Min: 306.27 / Avg: 306.77 / Max: 307.22

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 ScoreRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080120240360480600378.71131.8680.91350.66225.41124.74192.60349.41242.73258.47265.15259.16537.24

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 BenchmarkRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810SE +/- 0.11, N = 12SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.07, N = 145.792.201.454.423.261.962.764.603.513.573.613.487.26MIN: 0.12 / MAX: 6.75MIN: 0.2 / MAX: 2.52MIN: 0.12 / MAX: 1.67MIN: 0.27 / MAX: 5.17MIN: 0.23 / MAX: 3.79MIN: 0.23 / MAX: 2.27MIN: 0.24 / MAX: 3.15MIN: 0.27 / MAX: 5.34MIN: 0.23 / MAX: 4.01MIN: 0.12 / MAX: 4.19MIN: 0.23 / MAX: 4.14MIN: 0.14 / MAX: 4.06MIN: 0.15 / MAX: 8.46
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 4.61 / Avg: 5.79 / Max: 5.99Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 1.16 / Avg: 1.45 / Max: 1.49Min: 4.36 / Avg: 4.42 / Max: 4.52Min: 3.22 / Avg: 3.26 / Max: 3.29Min: 1.94 / Avg: 1.96 / Max: 2Min: 2.74 / Avg: 2.76 / Max: 2.78Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 3.5 / Avg: 3.51 / Max: 3.53Min: 2.91 / Avg: 3.57 / Max: 3.69Min: 3.6 / Avg: 3.61 / Max: 3.63Min: 3.01 / Avg: 3.48 / Max: 3.55Min: 6.42 / Avg: 7.26 / Max: 7.4

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215SE +/- 0.14, N = 12SE +/- 0.00, N = 3SE +/- 0.03, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 12SE +/- 0.02, N = 3SE +/- 0.06, N = 12SE +/- 0.15, N = 127.132.601.735.463.962.373.315.654.194.294.344.209.29MIN: 1.94 / MAX: 7.5MIN: 2.33 / MAX: 2.67MIN: 0.43 / MAX: 1.81MIN: 3.9 / MAX: 5.67MIN: 3.76 / MAX: 4.1MIN: 2.26 / MAX: 2.42MIN: 1.83 / MAX: 3.4MIN: 5.25 / MAX: 5.77MIN: 4.09 / MAX: 4.28MIN: 1.19 / MAX: 4.5MIN: 3.08 / MAX: 4.47MIN: 1.51 / MAX: 4.4MIN: 3.1 / MAX: 9.73
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 5.62 / Avg: 7.13 / Max: 7.29Min: 2.59 / Avg: 2.6 / Max: 2.6Min: 1.38 / Avg: 1.73 / Max: 1.77Min: 5.45 / Avg: 5.46 / Max: 5.48Min: 3.94 / Avg: 3.96 / Max: 3.97Min: 2.36 / Avg: 2.37 / Max: 2.37Min: 3.29 / Avg: 3.31 / Max: 3.32Min: 5.64 / Avg: 5.65 / Max: 5.67Min: 4.18 / Avg: 4.19 / Max: 4.19Min: 3.42 / Avg: 4.29 / Max: 4.39Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 3.53 / Avg: 4.2 / Max: 4.28Min: 7.61 / Avg: 9.29 / Max: 9.5

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025SE +/- 0.5108456, N = 15SE +/- 0.0320724, N = 3SE +/- 0.1074070, N = 12SE +/- 0.0783102, N = 4SE +/- 0.0319774, N = 4SE +/- 0.0048958, N = 3SE +/- 0.0353073, N = 3SE +/- 0.0331742, N = 4SE +/- 0.0543537, N = 4SE +/- 0.2639327, N = 12SE +/- 0.0522772, N = 3SE +/- 0.1793871, N = 12SE +/- 0.4586334, N = 1516.84000005.54000005.340000012.130000010.45000004.76416677.830000012.080000010.98000009.86000009.03000008.950000020.8200000MIN: 6.81 / MAX: 18.28MIN: 4.4 / MAX: 5.82MIN: 1.87 / MAX: 5.68MIN: 11.08 / MAX: 12.83MIN: 9.04 / MAX: 11.03MIN: 3.69 / MAX: 4.95MIN: 6.32 / MAX: 8.15MIN: 9.2 / MAX: 12.83MIN: 9.77 / MAX: 11.57MIN: 3.83 / MAX: 10.58MIN: 6.18 / MAX: 9.55MIN: 4.35 / MAX: 9.64MIN: 11.17 / MAX: 22.47
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025Min: 9.81 / Avg: 16.84 / Max: 17.67Min: 5.49 / Avg: 5.54 / Max: 5.6Min: 4.16 / Avg: 5.34 / Max: 5.47Min: 11.96 / Avg: 12.13 / Max: 12.34Min: 10.37 / Avg: 10.45 / Max: 10.52Min: 4.75 / Avg: 4.76 / Max: 4.77Min: 7.76 / Avg: 7.83 / Max: 7.89Min: 12.02 / Avg: 12.08 / Max: 12.17Min: 10.87 / Avg: 10.98 / Max: 11.13Min: 6.97 / Avg: 9.86 / Max: 10.24Min: 8.93 / Avg: 9.03 / Max: 9.09Min: 6.99 / Avg: 8.95 / Max: 9.23Min: 14.48 / Avg: 20.82 / Max: 21.7

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.79651.5932.38953.1863.9825SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 12SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.06, N = 122.801.050.631.991.170.991.172.111.271.781.881.793.54MIN: 0.19 / MAX: 3.53MIN: 0.21 / MAX: 1.25MIN: 0.14 / MAX: 0.76MIN: 0.21 / MAX: 2.46MIN: 0.21 / MAX: 1.44MIN: 0.22 / MAX: 1.17MIN: 0.22 / MAX: 1.39MIN: 0.24 / MAX: 2.63MIN: 0.23 / MAX: 1.52MIN: 0.13 / MAX: 2.23MIN: 0.21 / MAX: 2.32MIN: 0.17 / MAX: 2.23MIN: 0.17 / MAX: 4.48
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 2.13 / Avg: 2.8 / Max: 2.91Min: 1.04 / Avg: 1.05 / Max: 1.07Min: 0.48 / Avg: 0.63 / Max: 0.65Min: 1.97 / Avg: 1.99 / Max: 2Min: 1.15 / Avg: 1.17 / Max: 1.19Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 1.15 / Avg: 1.17 / Max: 1.18Min: 2.1 / Avg: 2.11 / Max: 2.13Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 1.33 / Avg: 1.78 / Max: 1.84Min: 1.85 / Avg: 1.88 / Max: 1.9Min: 1.46 / Avg: 1.79 / Max: 1.84Min: 2.86 / Avg: 3.54 / Max: 3.66

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 FilterRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215SE +/- 0.008, N = 6SE +/- 0.014, N = 4SE +/- 0.068, N = 4SE +/- 0.008, N = 8SE +/- 0.021, N = 5SE +/- 0.022, N = 4SE +/- 0.020, N = 5SE +/- 0.007, N = 8SE +/- 0.006, N = 6SE +/- 0.018, N = 6SE +/- 0.014, N = 7SE +/- 0.045, N = 6SE +/- 0.035, N = 156.98811.61712.1054.8058.65611.7469.0044.4917.8046.9805.9046.3554.8551. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308048121620Min: 6.96 / Avg: 6.99 / Max: 7.01Min: 11.59 / Avg: 11.62 / Max: 11.66Min: 11.98 / Avg: 12.1 / Max: 12.29Min: 4.78 / Avg: 4.81 / Max: 4.84Min: 8.6 / Avg: 8.66 / Max: 8.73Min: 11.71 / Avg: 11.75 / Max: 11.81Min: 8.95 / Avg: 9 / Max: 9.08Min: 4.46 / Avg: 4.49 / Max: 4.52Min: 7.79 / Avg: 7.8 / Max: 7.83Min: 6.93 / Avg: 6.98 / Max: 7.05Min: 5.86 / Avg: 5.9 / Max: 5.97Min: 6.26 / Avg: 6.35 / Max: 6.57Min: 4.71 / Avg: 4.85 / Max: 5.31. (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 OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801.13022.26043.39064.52085.651SE +/- 0.003, N = 10SE +/- 0.014, N = 10SE +/- 0.015, N = 9SE +/- 0.006, N = 10SE +/- 0.004, N = 10SE +/- 0.003, N = 10SE +/- 0.009, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.008, N = 10SE +/- 0.011, N = 10SE +/- 0.009, N = 9SE +/- 0.009, N = 92.0942.6705.0231.7562.1983.2282.6711.6782.0942.0761.9172.0941.6271. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 2.09 / Avg: 2.09 / Max: 2.12Min: 2.63 / Avg: 2.67 / Max: 2.75Min: 5 / Avg: 5.02 / Max: 5.14Min: 1.73 / Avg: 1.76 / Max: 1.79Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 3.22 / Avg: 3.23 / Max: 3.25Min: 2.65 / Avg: 2.67 / Max: 2.74Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 2.06 / Avg: 2.08 / Max: 2.15Min: 1.9 / Avg: 1.92 / Max: 2Min: 2.07 / Avg: 2.09 / Max: 2.14Min: 1.6 / Avg: 1.63 / Max: 1.691. (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 BandwidthRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080140280420560700SE +/- 0.15, N = 15SE +/- 1.52, N = 12SE +/- 0.06, N = 10SE +/- 2.39, N = 13SE +/- 0.50, N = 13SE +/- 0.45, N = 12SE +/- 1.44, N = 15SE +/- 3.38, N = 12SE +/- 0.21, N = 15SE +/- 2.10, N = 14SE +/- 0.07, N = 15SE +/- 0.09, N = 13SE +/- 4.38, N = 12389.02273.92147.51484.40348.06222.01275.12502.73368.84367.04405.77368.91633.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080110220330440550Min: 386.92 / Avg: 389.02 / Max: 389.29Min: 262.59 / Avg: 273.92 / Max: 276.73Min: 147.09 / Avg: 147.51 / Max: 147.82Min: 470.15 / Avg: 484.4 / Max: 501.89Min: 345.79 / Avg: 348.06 / Max: 352.88Min: 220.15 / Avg: 222.01 / Max: 225.43Min: 255.43 / Avg: 275.12 / Max: 277.41Min: 475.15 / Avg: 502.73 / Max: 509.26Min: 366.21 / Avg: 368.84 / Max: 369.33Min: 340.36 / Avg: 367.04 / Max: 369.9Min: 404.86 / Avg: 405.77 / Max: 405.98Min: 368.02 / Avg: 368.91 / Max: 369.26Min: 602.21 / Avg: 633.34 / Max: 650.491. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30806K12K18K24K30KSE +/- 24.65, N = 13SE +/- 29.82, N = 12SE +/- 65.66, N = 15SE +/- 131.35, N = 15SE +/- 72.24, N = 15SE +/- 45.28, N = 15SE +/- 104.44, N = 15SE +/- 160.87, N = 15SE +/- 93.84, N = 15SE +/- 86.35, N = 15SE +/- 94.85, N = 15SE +/- 74.65, N = 12SE +/- 211.97, N = 1316012.884543.044095.4313604.686758.494448.175480.0113338.397203.498537.0110190.439117.9128088.781. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30805K10K15K20K25KMin: 15838.85 / Avg: 16012.88 / Max: 16187.57Min: 4369.28 / Avg: 4543.04 / Max: 4739.88Min: 3511.37 / Avg: 4095.43 / Max: 4244.67Min: 12771.63 / Avg: 13604.68 / Max: 14436.87Min: 6356.11 / Avg: 6758.49 / Max: 7255.12Min: 4224.56 / Avg: 4448.17 / Max: 4813.23Min: 4993.13 / Avg: 5480.01 / Max: 6326.4Min: 12442.87 / Avg: 13338.39 / Max: 14486.32Min: 6734.47 / Avg: 7203.49 / Max: 7721.55Min: 8224.26 / Avg: 8537.01 / Max: 9165.9Min: 9436.42 / Avg: 10190.43 / Max: 10758.09Min: 8807.67 / Avg: 9117.91 / Max: 9535.28Min: 26662.15 / Avg: 28088.78 / Max: 29254.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080110220330440550SE +/- 0.58, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3SE +/- 2.49, N = 3SE +/- 0.38, N = 3SE +/- 0.50, N = 3SE +/- 0.32, N = 3SE +/- 2.16, N = 3SE +/- 0.79, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 1.04, N = 3SE +/- 1.61, N = 3302.82170.63150.15498.14245.51173.67229.29516.53267.76306.51373.04343.49514.401. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308090180270360450Min: 302.1 / Avg: 302.82 / Max: 303.97Min: 170.1 / Avg: 170.63 / Max: 170.94Min: 149.68 / Avg: 150.15 / Max: 150.7Min: 494.65 / Avg: 498.14 / Max: 502.97Min: 244.85 / Avg: 245.51 / Max: 246.18Min: 172.98 / Avg: 173.67 / Max: 174.64Min: 228.64 / Avg: 229.29 / Max: 229.63Min: 512.55 / Avg: 516.53 / Max: 519.98Min: 266.84 / Avg: 267.76 / Max: 269.32Min: 305.83 / Avg: 306.51 / Max: 306.95Min: 372.67 / Avg: 373.04 / Max: 373.55Min: 341.5 / Avg: 343.49 / Max: 344.98Min: 511.19 / Avg: 514.4 / Max: 516.21. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803K6K9K12K15KSE +/- 65.69, N = 14SE +/- 31.94, N = 12SE +/- 14.65, N = 15SE +/- 161.08, N = 15SE +/- 70.14, N = 15SE +/- 53.45, N = 15SE +/- 46.67, N = 15SE +/- 136.49, N = 15SE +/- 81.80, N = 15SE +/- 96.07, N = 15SE +/- 96.25, N = 15SE +/- 74.73, N = 12SE +/- 137.97, N = 158290.914308.231226.2813266.226753.794443.725248.4313253.587134.168494.9910455.189509.3014574.471. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803K6K9K12K15KMin: 7996.93 / Avg: 8290.91 / Max: 8844.05Min: 4221.51 / Avg: 4308.23 / Max: 4614.5Min: 1118.33 / Avg: 1226.28 / Max: 1283.36Min: 12336.95 / Avg: 13266.22 / Max: 14228.12Min: 6307.99 / Avg: 6753.79 / Max: 7174.87Min: 4237.13 / Avg: 4443.72 / Max: 4976.07Min: 5140.65 / Avg: 5248.43 / Max: 5864.87Min: 11912.2 / Avg: 13253.58 / Max: 13853.38Min: 6666.59 / Avg: 7134.16 / Max: 7626.04Min: 7754.92 / Avg: 8494.99 / Max: 9052Min: 10016.25 / Avg: 10455.18 / Max: 10988.67Min: 8847.92 / Avg: 9509.3 / Max: 9853.2Min: 13122.38 / Avg: 14574.47 / Max: 15286.621. (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 OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308048121620SE +/- 0.027743, N = 15SE +/- 0.069806, N = 15SE +/- 0.326577, N = 15SE +/- 0.224039, N = 15SE +/- 0.162802, N = 15SE +/- 0.162363, N = 15SE +/- 0.035770, N = 15SE +/- 0.094451, N = 15SE +/- 0.009511, N = 14SE +/- 0.048730, N = 14SE +/- 0.083219, N = 15SE +/- 0.040260, N = 14SE +/- 0.043122, N = 158.37400015.36100013.4680006.37200011.49200015.52506712.5870006.15800010.2630008.3180006.9120007.7150004.9210001. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308048121620Min: 8.31 / Avg: 8.37 / Max: 8.74Min: 15.2 / Avg: 15.36 / Max: 16.05Min: 11.76 / Avg: 13.47 / Max: 15.76Min: 5.78 / Avg: 6.37 / Max: 8.52Min: 10.55 / Avg: 11.49 / Max: 12.71Min: 14.42 / Avg: 15.53 / Max: 16.58Min: 12.54 / Avg: 12.59 / Max: 13.09Min: 6.02 / Avg: 6.16 / Max: 7.21Min: 10.24 / Avg: 10.26 / Max: 10.34Min: 8.23 / Avg: 8.32 / Max: 8.8Min: 6.8 / Avg: 6.91 / Max: 8.03Min: 7.64 / Avg: 7.72 / Max: 8.15Min: 4.83 / Avg: 4.92 / Max: 5.51. (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: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30808001600240032004000SE +/- 1.48, N = 8SE +/- 4.66, N = 7SE +/- 1.08, N = 7SE +/- 19.10, N = 8SE +/- 9.97, N = 8SE +/- 1.98, N = 8SE +/- 20.43, N = 15SE +/- 9.32, N = 8SE +/- 3.85, N = 8SE +/- 11.50, N = 8SE +/- 7.43, N = 8SE +/- 7.50, N = 8SE +/- 17.78, N = 82439.191371.10982.703284.451952.071351.921696.453227.212008.992297.002480.882340.013725.40
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30806001200180024003000Min: 2432.83 / Avg: 2439.19 / Max: 2445.04Min: 1358.44 / Avg: 1371.1 / Max: 1392.94Min: 979.09 / Avg: 982.7 / Max: 987.95Min: 3213.03 / Avg: 3284.45 / Max: 3367.63Min: 1924.55 / Avg: 1952.07 / Max: 1992.16Min: 1343 / Avg: 1351.92 / Max: 1362.31Min: 1413.29 / Avg: 1696.45 / Max: 1731.21Min: 3194.29 / Avg: 3227.21 / Max: 3278.29Min: 1986.64 / Avg: 2008.99 / Max: 2018.73Min: 2235.13 / Avg: 2297 / Max: 2322.19Min: 2441.65 / Avg: 2480.88 / Max: 2500.51Min: 2298.05 / Avg: 2340.01 / Max: 2357.55Min: 3653.91 / Avg: 3725.4 / Max: 3804.12

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30806001200180024003000SE +/- 2.49, N = 8SE +/- 3.18, N = 7SE +/- 1.55, N = 7SE +/- 5.99, N = 9SE +/- 3.27, N = 8SE +/- 1.27, N = 8SE +/- 3.21, N = 8SE +/- 8.40, N = 9SE +/- 2.41, N = 9SE +/- 6.37, N = 9SE +/- 3.49, N = 8SE +/- 3.83, N = 8SE +/- 9.67, N = 91875.831075.07778.992394.821509.02985.971282.522405.891580.071707.651831.761714.002995.56
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30805001000150020002500Min: 1866.17 / Avg: 1875.83 / Max: 1883.4Min: 1064.92 / Avg: 1075.07 / Max: 1087.55Min: 773.27 / Avg: 778.99 / Max: 784.56Min: 2357.84 / Avg: 2394.82 / Max: 2416Min: 1489.78 / Avg: 1509.02 / Max: 1517.64Min: 980.87 / Avg: 985.97 / Max: 991.2Min: 1271.28 / Avg: 1282.52 / Max: 1297.95Min: 2357.86 / Avg: 2405.89 / Max: 2436.76Min: 1567.09 / Avg: 1580.07 / Max: 1591.05Min: 1678.18 / Avg: 1707.65 / Max: 1727.65Min: 1813.59 / Avg: 1831.76 / Max: 1842.59Min: 1700.29 / Avg: 1714 / Max: 1725.88Min: 2946.08 / Avg: 2995.56 / Max: 3029.89

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308050100150200250SE +/- 0.22, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.38, N = 3177.0499.4978.97208.22137.8193.61124.27211.01148.07148.55159.34150.94243.50
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30804080120160200Min: 176.68 / Avg: 177.04 / Max: 177.44Min: 99.43 / Avg: 99.49 / Max: 99.58Min: 78.97 / Avg: 78.97 / Max: 78.97Min: 207.75 / Avg: 208.22 / Max: 208.69Min: 137.56 / Avg: 137.81 / Max: 138.21Min: 93.37 / Avg: 93.61 / Max: 93.82Min: 124.13 / Avg: 124.27 / Max: 124.4Min: 210.79 / Avg: 211.01 / Max: 211.42Min: 147.88 / Avg: 148.07 / Max: 148.38Min: 148.37 / Avg: 148.55 / Max: 148.69Min: 159.07 / Avg: 159.34 / Max: 159.62Min: 150.53 / Avg: 150.94 / Max: 151.36Min: 242.74 / Avg: 243.5 / Max: 243.94

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000SE +/- 0.90, N = 6SE +/- 0.24, N = 4SE +/- 0.32, N = 4SE +/- 1.90, N = 6SE +/- 0.34, N = 5SE +/- 0.27, N = 5SE +/- 0.32, N = 5SE +/- 0.56, N = 6SE +/- 0.20, N = 5SE +/- 0.88, N = 6SE +/- 0.40, N = 6SE +/- 0.60, N = 5SE +/- 2.17, N = 6686.66296.82226.15718.51416.15299.07389.45747.50447.06498.24587.72544.72975.56
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000Min: 684.22 / Avg: 686.66 / Max: 690.33Min: 296.21 / Avg: 296.82 / Max: 297.31Min: 225.52 / Avg: 226.15 / Max: 227.02Min: 713.74 / Avg: 718.51 / Max: 725.6Min: 415.17 / Avg: 416.15 / Max: 417.04Min: 298.26 / Avg: 299.07 / Max: 299.74Min: 388.43 / Avg: 389.45 / Max: 390.16Min: 745.18 / Avg: 747.5 / Max: 748.78Min: 446.35 / Avg: 447.06 / Max: 447.42Min: 494.9 / Avg: 498.24 / Max: 500.2Min: 586.39 / Avg: 587.72 / Max: 589.13Min: 543.08 / Avg: 544.72 / Max: 546.46Min: 966.08 / Avg: 975.56 / Max: 978.91

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: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30806K12K18K24K30KSE +/- 47.37, N = 3SE +/- 20.08, N = 3SE +/- 48.50, N = 3SE +/- 141.13, N = 3SE +/- 33.40, N = 3SE +/- 72.01, N = 3SE +/- 85.05, N = 3SE +/- 133.47, N = 3SE +/- 60.47, N = 3SE +/- 59.70, N = 3SE +/- 84.56, N = 3SE +/- 43.62, N = 3SE +/- 105.50, N = 3228427324592521084112847051102492326912723143321791515758283891. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30805K10K15K20K25KMin: 22758 / Avg: 22841.67 / Max: 22922Min: 7297 / Avg: 7323.67 / Max: 7363Min: 5841 / Avg: 5924.67 / Max: 6009Min: 20894 / Avg: 21084.33 / Max: 21360Min: 11235 / Avg: 11284.33 / Max: 11348Min: 6909 / Avg: 7050.67 / Max: 7144Min: 10079 / Avg: 10248.67 / Max: 10344Min: 23075 / Avg: 23269.33 / Max: 23525Min: 12603 / Avg: 12723 / Max: 12796Min: 14264 / Avg: 14332 / Max: 14451Min: 17825 / Avg: 17915 / Max: 18084Min: 15709 / Avg: 15758 / Max: 15845Min: 28179 / Avg: 28388.67 / Max: 285141. (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: ReadRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080140280420560700SE +/- 0.06, N = 8SE +/- 1.52, N = 7SE +/- 0.02, N = 5SE +/- 2.07, N = 8SE +/- 0.23, N = 7SE +/- 0.50, N = 6SE +/- 0.07, N = 7SE +/- 3.54, N = 8SE +/- 0.10, N = 8SE +/- 1.82, N = 7SE +/- 2.29, N = 8SE +/- 1.61, N = 8SE +/- 5.82, N = 9393.5293.5152.8514.5372.2235.4297.3540.7396.7394.2434.4394.1634.11. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080110220330440550Min: 393.1 / Avg: 393.49 / Max: 393.6Min: 287.2 / Avg: 293.46 / Max: 296.7Min: 152.7 / Avg: 152.76 / Max: 152.8Min: 504.9 / Avg: 514.45 / Max: 521.2Min: 371.3 / Avg: 372.17 / Max: 373.1Min: 234 / Avg: 235.42 / Max: 236.9Min: 297.1 / Avg: 297.31 / Max: 297.5Min: 518.2 / Avg: 540.68 / Max: 546Min: 396.5 / Avg: 396.73 / Max: 397.1Min: 384.1 / Avg: 394.24 / Max: 397Min: 419.4 / Avg: 434.4 / Max: 437.8Min: 386.5 / Avg: 394.13 / Max: 397.1Min: 605.9 / Avg: 634.08 / Max: 650.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080130260390520650SE +/- 0.03, N = 8SE +/- 1.33, N = 7SE +/- 0.36, N = 5SE +/- 1.51, N = 8SE +/- 0.28, N = 7SE +/- 0.26, N = 6SE +/- 0.38, N = 7SE +/- 1.82, N = 8SE +/- 0.27, N = 8SE +/- 1.89, N = 7SE +/- 2.08, N = 8SE +/- 1.71, N = 8SE +/- 2.78, N = 9383.6230.0147.4456.0311.8207.4251.2445.4328.4313.9344.1334.2615.31. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080110220330440550Min: 383.5 / Avg: 383.63 / Max: 383.7Min: 226 / Avg: 230.01 / Max: 234.6Min: 146.4 / Avg: 147.38 / Max: 148.2Min: 450.8 / Avg: 456 / Max: 463.1Min: 310.7 / Avg: 311.77 / Max: 312.9Min: 206.8 / Avg: 207.38 / Max: 208.3Min: 249.9 / Avg: 251.19 / Max: 252.5Min: 433.7 / Avg: 445.35 / Max: 449.5Min: 327.3 / Avg: 328.38 / Max: 329.5Min: 305.2 / Avg: 313.91 / Max: 318.1Min: 332.4 / Avg: 344.13 / Max: 348.9Min: 326.3 / Avg: 334.23 / Max: 338.7Min: 594.3 / Avg: 615.33 / Max: 620.41. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308070140210280350SE +/- 0.09, N = 8SE +/- 0.69, N = 7SE +/- 0.28, N = 5SE +/- 0.44, N = 8SE +/- 0.37, N = 7SE +/- 0.27, N = 6SE +/- 0.08, N = 7SE +/- 0.85, N = 8SE +/- 0.06, N = 8SE +/- 1.07, N = 7SE +/- 1.13, N = 8SE +/- 0.81, N = 8SE +/- 1.91, N = 9298.2239.0137.8291.8270.4197.2239.0320.8284.5288.2298.9288.5339.91. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308060120180240300Min: 297.8 / Avg: 298.2 / Max: 298.6Min: 234.9 / Avg: 238.99 / Max: 240.1Min: 137.2 / Avg: 137.8 / Max: 138.5Min: 290.6 / Avg: 291.81 / Max: 293.6Min: 268.8 / Avg: 270.37 / Max: 271.3Min: 196.5 / Avg: 197.18 / Max: 198.1Min: 238.8 / Avg: 238.96 / Max: 239.2Min: 316 / Avg: 320.75 / Max: 323Min: 284.3 / Avg: 284.5 / Max: 284.7Min: 284.7 / Avg: 288.24 / Max: 291.7Min: 293.8 / Avg: 298.9 / Max: 301.1Min: 284.8 / Avg: 288.46 / Max: 290.2Min: 330.2 / Avg: 339.89 / Max: 3451. (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: GPURTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080100M200M300M400M500MSE +/- 552442.28, N = 8SE +/- 545279.65, N = 7SE +/- 458649.89, N = 5SE +/- 2676982.40, N = 9SE +/- 2576635.94, N = 9SE +/- 615153.65, N = 7SE +/- 387178.22, N = 8SE +/- 2727377.34, N = 10SE +/- 1098102.02, N = 8SE +/- 1273824.38, N = 9SE +/- 1757515.78, N = 9SE +/- 2274447.08, N = 9SE +/- 1875555.71, N = 9278997773.1198638055.8128084240.3443646920.9262260550.6197542242.7247283060.7446864473.4280144899.1316276201.0363715438.9341286781.7401282795.21. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308080M160M240M320M400MMin: 276653957 / Avg: 278997773.05 / Max: 280911117.6Min: 196944289.8 / Avg: 198638055.79 / Max: 201007827.1Min: 126500454.5 / Avg: 128084240.26 / Max: 129286724.4Min: 430559584.5 / Avg: 443646920.86 / Max: 454339710.9Min: 243708600.8 / Avg: 262260550.63 / Max: 269853251.7Min: 194882495.5 / Avg: 197542242.73 / Max: 199685950Min: 245613517.9 / Avg: 247283060.65 / Max: 248841236.2Min: 436980116.6 / Avg: 446864473.44 / Max: 466632721.1Min: 277470972.8 / Avg: 280144899.08 / Max: 286503328.6Min: 311250676.4 / Avg: 316276200.96 / Max: 324129243.4Min: 356670350.7 / Avg: 363715438.92 / Max: 371441441.2Min: 330793452.2 / Avg: 341286781.71 / Max: 351390457Min: 392013325.3 / Avg: 401282795.17 / Max: 409221222.51. (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 FactorizationRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308020406080100SE +/- 0.23, N = 12SE +/- 0.28, N = 11SE +/- 0.50, N = 11SE +/- 0.60, N = 11SE +/- 0.29, N = 11SE +/- 0.22, N = 11SE +/- 0.34, N = 11SE +/- 0.46, N = 12SE +/- 0.23, N = 11SE +/- 0.35, N = 11SE +/- 0.39, N = 12SE +/- 0.44, N = 11SE +/- 0.35, N = 1575.8368.7161.7376.2772.3368.6172.8378.6175.0975.7477.1176.1377.951. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801530456075Min: 74.5 / Avg: 75.83 / Max: 77.29Min: 67.29 / Avg: 68.71 / Max: 70.02Min: 57.7 / Avg: 61.73 / Max: 63.79Min: 71.15 / Avg: 76.27 / Max: 78.47Min: 70.68 / Avg: 72.33 / Max: 73.79Min: 67.25 / Avg: 68.61 / Max: 69.82Min: 70.53 / Avg: 72.83 / Max: 74.35Min: 75.61 / Avg: 78.61 / Max: 81.21Min: 73.9 / Avg: 75.09 / Max: 76.24Min: 73.76 / Avg: 75.74 / Max: 78.22Min: 74.59 / Avg: 77.11 / Max: 79.47Min: 73.77 / Avg: 76.13 / Max: 79.25Min: 73.65 / Avg: 77.95 / Max: 79.581. (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 3.0RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 32407641064256402833479247373352325342172
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000Min: 239 / Avg: 240 / Max: 241Min: 764 / Avg: 764.33 / Max: 765Min: 1062 / Avg: 1063.67 / Max: 1066Min: 402 / Avg: 402.33 / Max: 403Min: 831 / Avg: 833.33 / Max: 837Min: 478 / Avg: 478.67 / Max: 480Min: 373 / Avg: 373.33 / Max: 374

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 OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30804080120160200SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 3.22, N = 12SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 2.63, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 2.52, N = 15SE +/- 2.61, N = 1518.0678.26170.1521.2633.8783.0937.3519.8331.9626.4126.3929.5314.96
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080306090120150Min: 18.03 / Avg: 18.06 / Max: 18.1Min: 78.2 / Avg: 78.26 / Max: 78.34Min: 166.72 / Avg: 170.15 / Max: 205.6Min: 21.18 / Avg: 21.26 / Max: 21.36Min: 33.8 / Avg: 33.87 / Max: 33.99Min: 80.26 / Avg: 83.09 / Max: 119.93Min: 37.34 / Avg: 37.35 / Max: 37.37Min: 19.8 / Avg: 19.83 / Max: 19.87Min: 31.94 / Avg: 31.96 / Max: 31.98Min: 26.4 / Avg: 26.41 / Max: 26.41Min: 26.36 / Avg: 26.39 / Max: 26.42Min: 26.98 / Avg: 29.53 / Max: 64.75Min: 12.27 / Avg: 14.96 / Max: 51.52

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080120240360480600SE +/- 0.76, N = 3SE +/- 1.38, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.30, N = 3SE +/- 1.47, N = 3SE +/- 0.33, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 355.95270.19548.3582.31154.25281.98149.3173.91147.1690.5182.6087.2641.29
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080100200300400500Min: 54.43 / Avg: 55.95 / Max: 56.85Min: 268.5 / Avg: 270.19 / Max: 272.92Min: 548.31 / Avg: 548.35 / Max: 548.42Min: 81.67 / Avg: 82.31 / Max: 82.81Min: 153.66 / Avg: 154.25 / Max: 154.56Min: 279.38 / Avg: 281.98 / Max: 284.46Min: 148.65 / Avg: 149.31 / Max: 149.65Min: 73.66 / Avg: 73.91 / Max: 74.04Min: 147.11 / Avg: 147.16 / Max: 147.23Min: 90.41 / Avg: 90.51 / Max: 90.61Min: 82.43 / Avg: 82.6 / Max: 82.76Min: 87.04 / Avg: 87.26 / Max: 87.38Min: 41.17 / Avg: 41.29 / Max: 41.42

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308070140210280350SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 337.24165.55344.2535.1263.22168.1868.2233.0958.1748.8443.5745.9822.73
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308060120180240300Min: 37.23 / Avg: 37.24 / Max: 37.25Min: 165.42 / Avg: 165.55 / Max: 165.77Min: 344.07 / Avg: 344.25 / Max: 344.37Min: 34.93 / Avg: 35.12 / Max: 35.37Min: 62.99 / Avg: 63.22 / Max: 63.54Min: 168.03 / Avg: 168.18 / Max: 168.33Min: 68.14 / Avg: 68.22 / Max: 68.26Min: 33.05 / Avg: 33.09 / Max: 33.12Min: 58.1 / Avg: 58.17 / Max: 58.22Min: 48.83 / Avg: 48.84 / Max: 48.86Min: 43.53 / Avg: 43.57 / Max: 43.63Min: 45.94 / Avg: 45.98 / Max: 46.02Min: 22.66 / Avg: 22.73 / Max: 22.82

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000SE +/- 0.06, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3SE +/- 0.68, N = 3SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 386.20476.55973.87114.00209.05489.37210.22104.80198.24135.34130.28135.0259.14
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802004006008001000Min: 86.08 / Avg: 86.2 / Max: 86.29Min: 475.72 / Avg: 476.55 / Max: 477.87Min: 973.65 / Avg: 973.87 / Max: 974.03Min: 112.69 / Avg: 114 / Max: 114.95Min: 208.84 / Avg: 209.05 / Max: 209.45Min: 489.11 / Avg: 489.37 / Max: 489.72Min: 209.9 / Avg: 210.22 / Max: 210.49Min: 104.42 / Avg: 104.8 / Max: 105Min: 198.04 / Avg: 198.24 / Max: 198.35Min: 135.22 / Avg: 135.34 / Max: 135.47Min: 130.2 / Avg: 130.28 / Max: 130.39Min: 134.91 / Avg: 135.02 / Max: 135.08Min: 59.03 / Avg: 59.14 / Max: 59.22

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERTITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30806001200180024003000SE +/- 1.52, N = 3SE +/- 0.53, N = 3SE +/- 1.43, N = 3SE +/- 3.65, N = 3SE +/- 8.92, N = 3SE +/- 4.43, N = 3SE +/- 1.60, N = 3SE +/- 1.58, N = 3SE +/- 0.49, N = 3SE +/- 0.11, N = 3SE +/- 0.64, N = 3SE +/- 0.76, N = 3581.542593.951002.971877.552732.321783.16902.941803.971002.41917.27974.80458.51
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3060 TiGTX 1660 SUPERTITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30805001000150020002500Min: 578.53 / Avg: 581.54 / Max: 583.46Min: 2592.89 / Avg: 2593.95 / Max: 2594.53Min: 1000.12 / Avg: 1002.97 / Max: 1004.61Min: 1870.56 / Avg: 1877.55 / Max: 1882.88Min: 2722.28 / Avg: 2732.32 / Max: 2750.12Min: 1778.67 / Avg: 1783.16 / Max: 1792.02Min: 899.93 / Avg: 902.94 / Max: 905.39Min: 1801 / Avg: 1803.97 / Max: 1806.39Min: 1001.59 / Avg: 1002.41 / Max: 1003.27Min: 917.06 / Avg: 917.27 / Max: 917.42Min: 973.76 / Avg: 974.8 / Max: 975.96Min: 457.07 / Avg: 458.51 / Max: 459.64

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 2020-09-29RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308011K22K33K44K55KSE +/- 25.15, N = 3SE +/- 34.18, N = 3SE +/- 4.67, N = 3SE +/- 118.84, N = 3SE +/- 51.26, N = 3SE +/- 14.84, N = 3SE +/- 27.14, N = 3SE +/- 82.79, N = 3SE +/- 10.04, N = 3SE +/- 58.08, N = 3SE +/- 53.90, N = 3SE +/- 62.43, N = 3SE +/- 166.79, N = 332065184501278836933249751709720883373842660027682307202856449631
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30809K18K27K36K45KMin: 32028 / Avg: 32065 / Max: 32113Min: 18410 / Avg: 18450 / Max: 18518Min: 12781 / Avg: 12788.33 / Max: 12797Min: 36721 / Avg: 36933.33 / Max: 37132Min: 24915 / Avg: 24975 / Max: 25077Min: 17073 / Avg: 17096.67 / Max: 17124Min: 20835 / Avg: 20882.67 / Max: 20929Min: 37219 / Avg: 37383.67 / Max: 37481Min: 26587 / Avg: 26600.33 / Max: 26620Min: 27588 / Avg: 27681.67 / Max: 27788Min: 30612 / Avg: 30719.67 / Max: 30778Min: 28459 / Avg: 28564 / Max: 28675Min: 49453 / Avg: 49630.67 / Max: 49964

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: squeezenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810SE +/- 0.06, N = 3SE +/- 0.08, N = 15SE +/- 0.08, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 15SE +/- 0.06, N = 15SE +/- 0.14, N = 123.965.357.705.055.416.054.753.874.584.184.204.294.07MIN: 3.54 / MAX: 39.83MIN: 4.46 / MAX: 45.32MIN: 6.82 / MAX: 48.71MIN: 3.57 / MAX: 45.5MIN: 4.02 / MAX: 50.12MIN: 4.56 / MAX: 53.55MIN: 4.19 / MAX: 44.66MIN: 3.51 / MAX: 45MIN: 4.01 / MAX: 44.45MIN: 3.93 / MAX: 24.5MIN: 3.67 / MAX: 44.19MIN: 3.78 / MAX: 44.36MIN: 3.22 / MAX: 44.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 3.86 / Avg: 3.96 / Max: 4.07Min: 4.87 / Avg: 5.35 / Max: 5.82Min: 7.55 / Avg: 7.7 / Max: 7.82Min: 4.78 / Avg: 5.05 / Max: 5.33Min: 5.28 / Avg: 5.41 / Max: 5.48Min: 5.88 / Avg: 6.05 / Max: 6.15Min: 4.32 / Avg: 4.75 / Max: 5.2Min: 3.64 / Avg: 3.87 / Max: 4.76Min: 4.49 / Avg: 4.58 / Max: 4.66Min: 4.14 / Avg: 4.18 / Max: 4.23Min: 3.82 / Avg: 4.2 / Max: 4.83Min: 3.92 / Avg: 4.29 / Max: 4.79Min: 3.51 / Avg: 4.07 / Max: 4.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801.2962.5923.8885.1846.48SE +/- 0.01, N = 3SE +/- 0.09, N = 14SE +/- 0.10, N = 3SE +/- 0.06, N = 15SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 15SE +/- 0.06, N = 15SE +/- 0.07, N = 124.274.675.764.664.955.304.434.024.234.094.064.164.45MIN: 3.75 / MAX: 35.37MIN: 4.11 / MAX: 40.05MIN: 5 / MAX: 36.46MIN: 3.42 / MAX: 47.76MIN: 3.79 / MAX: 37.73MIN: 4.07 / MAX: 36.52MIN: 3.89 / MAX: 42.29MIN: 3.43 / MAX: 41.82MIN: 3.74 / MAX: 37.61MIN: 3.61 / MAX: 44.2MIN: 3.52 / MAX: 43.97MIN: 3.6 / MAX: 40.3MIN: 3.5 / MAX: 45.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 4.26 / Avg: 4.27 / Max: 4.29Min: 4.24 / Avg: 4.67 / Max: 5.3Min: 5.59 / Avg: 5.76 / Max: 5.95Min: 4.03 / Avg: 4.66 / Max: 4.95Min: 4.85 / Avg: 4.95 / Max: 5.12Min: 5.16 / Avg: 5.3 / Max: 5.42Min: 4.07 / Avg: 4.43 / Max: 4.95Min: 3.57 / Avg: 4.02 / Max: 4.46Min: 4.15 / Avg: 4.23 / Max: 4.31Min: 3.71 / Avg: 4.09 / Max: 4.57Min: 3.67 / Avg: 4.06 / Max: 4.67Min: 3.76 / Avg: 4.16 / Max: 4.72Min: 3.94 / Avg: 4.45 / Max: 4.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.47480.94961.42441.89922.374SE +/- 0.12, N = 3SE +/- 0.04, N = 15SE +/- 0.09, N = 3SE +/- 0.07, N = 15SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 121.741.532.111.751.721.841.561.511.541.381.371.461.73MIN: 1.5 / MAX: 17.99MIN: 1.42 / MAX: 21.24MIN: 1.91 / MAX: 19.43MIN: 1.3 / MAX: 20.67MIN: 1.36 / MAX: 15.12MIN: 1.44 / MAX: 19.14MIN: 1.39 / MAX: 19.37MIN: 1.29 / MAX: 18.36MIN: 1.38 / MAX: 17.92MIN: 1.31 / MAX: 5.51MIN: 1.28 / MAX: 18.03MIN: 1.33 / MAX: 17.85MIN: 1.4 / MAX: 22.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.62 / Avg: 1.74 / Max: 1.97Min: 1.44 / Avg: 1.53 / Max: 1.9Min: 1.96 / Avg: 2.11 / Max: 2.28Min: 1.55 / Avg: 1.75 / Max: 2.37Min: 1.62 / Avg: 1.72 / Max: 1.86Min: 1.67 / Avg: 1.84 / Max: 2.17Min: 1.41 / Avg: 1.56 / Max: 2.22Min: 1.32 / Avg: 1.51 / Max: 2.04Min: 1.39 / Avg: 1.54 / Max: 1.85Min: 1.35 / Avg: 1.38 / Max: 1.4Min: 1.31 / Avg: 1.37 / Max: 1.72Min: 1.38 / Avg: 1.46 / Max: 1.72Min: 1.52 / Avg: 1.73 / Max: 21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.55581.11161.66742.22322.779SE +/- 0.01, N = 3SE +/- 0.05, N = 15SE +/- 0.13, N = 3SE +/- 0.07, N = 15SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.07, N = 121.761.822.472.111.892.101.811.641.641.711.761.751.98MIN: 1.73 / MAX: 3.1MIN: 1.63 / MAX: 22.45MIN: 2.28 / MAX: 17.9MIN: 1.55 / MAX: 19.9MIN: 1.58 / MAX: 9.02MIN: 1.66 / MAX: 16.77MIN: 1.61 / MAX: 18.64MIN: 1.53 / MAX: 18.23MIN: 1.61 / MAX: 2.65MIN: 1.55 / MAX: 19.3MIN: 1.52 / MAX: 21.3MIN: 1.57 / MAX: 17.89MIN: 1.65 / MAX: 17.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.75 / Avg: 1.76 / Max: 1.77Min: 1.66 / Avg: 1.82 / Max: 2.19Min: 2.31 / Avg: 2.47 / Max: 2.73Min: 1.85 / Avg: 2.11 / Max: 2.66Min: 1.85 / Avg: 1.89 / Max: 1.97Min: 1.89 / Avg: 2.1 / Max: 2.34Min: 1.65 / Avg: 1.81 / Max: 2.42Min: 1.57 / Avg: 1.64 / Max: 2.11Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.57 / Avg: 1.71 / Max: 1.94Min: 1.54 / Avg: 1.76 / Max: 2.05Min: 1.62 / Avg: 1.75 / Max: 2.22Min: 1.78 / Avg: 1.98 / Max: 2.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.40050.8011.20151.6022.0025SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.10, N = 3SE +/- 0.07, N = 15SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 121.361.331.781.621.631.561.371.341.261.361.321.371.54MIN: 1.29 / MAX: 15.72MIN: 1.24 / MAX: 18.01MIN: 1.51 / MAX: 11.8MIN: 1.19 / MAX: 20.26MIN: 1.21 / MAX: 20.82MIN: 1.26 / MAX: 21.01MIN: 1.23 / MAX: 22.22MIN: 1.18 / MAX: 20.07MIN: 1.24 / MAX: 1.92MIN: 1.2 / MAX: 17.51MIN: 1.16 / MAX: 20.88MIN: 1.21 / MAX: 18.01MIN: 1.25 / MAX: 19.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.31 / Avg: 1.36 / Max: 1.44Min: 1.28 / Avg: 1.33 / Max: 1.74Min: 1.59 / Avg: 1.78 / Max: 1.93Min: 1.41 / Avg: 1.62 / Max: 2.12Min: 1.41 / Avg: 1.63 / Max: 2.06Min: 1.51 / Avg: 1.56 / Max: 1.61Min: 1.26 / Avg: 1.37 / Max: 1.7Min: 1.2 / Avg: 1.34 / Max: 2.16Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.21 / Avg: 1.36 / Max: 1.63Min: 1.19 / Avg: 1.32 / Max: 1.99Min: 1.23 / Avg: 1.37 / Max: 2.02Min: 1.31 / Avg: 1.54 / Max: 1.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.51531.03061.54592.06122.5765SE +/- 0.14, N = 2SE +/- 0.06, N = 15SE +/- 0.17, N = 2SE +/- 0.05, N = 14SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 15SE +/- 0.03, N = 15SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 121.771.662.291.891.721.811.631.491.561.661.521.501.80MIN: 1.6 / MAX: 22.35MIN: 1.46 / MAX: 19.39MIN: 2.01 / MAX: 18.01MIN: 1.37 / MAX: 19.83MIN: 1.42 / MAX: 8.94MIN: 1.49 / MAX: 18.94MIN: 1.45 / MAX: 19.28MIN: 1.35 / MAX: 19.31MIN: 1.44 / MAX: 20.92MIN: 1.37 / MAX: 17.88MIN: 1.34 / MAX: 19.22MIN: 1.4 / MAX: 17.79MIN: 1.49 / MAX: 19.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.63 / Avg: 1.77 / Max: 1.91Min: 1.5 / Avg: 1.66 / Max: 2.28Min: 2.12 / Avg: 2.29 / Max: 2.45Min: 1.71 / Avg: 1.89 / Max: 2.32Min: 1.68 / Avg: 1.72 / Max: 1.75Min: 1.77 / Avg: 1.81 / Max: 1.9Min: 1.47 / Avg: 1.63 / Max: 2.4Min: 1.39 / Avg: 1.49 / Max: 1.86Min: 1.45 / Avg: 1.56 / Max: 1.77Min: 1.4 / Avg: 1.66 / Max: 1.84Min: 1.38 / Avg: 1.52 / Max: 1.87Min: 1.42 / Avg: 1.5 / Max: 1.84Min: 1.65 / Avg: 1.8 / Max: 2.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.8461.6922.5383.3844.23SE +/- 0.13, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 3SE +/- 0.06, N = 15SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.11, N = 123.032.883.763.333.353.632.922.732.792.762.612.663.13MIN: 2.72 / MAX: 20.75MIN: 2.62 / MAX: 21.44MIN: 3.48 / MAX: 21.65MIN: 2.48 / MAX: 22.5MIN: 2.54 / MAX: 22.25MIN: 2.65 / MAX: 22.19MIN: 2.59 / MAX: 22.74MIN: 2.45 / MAX: 21.05MIN: 2.6 / MAX: 19.01MIN: 2.48 / MAX: 17.56MIN: 2.42 / MAX: 20.41MIN: 2.53 / MAX: 22.5MIN: 2.61 / MAX: 20.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 2.78 / Avg: 3.03 / Max: 3.16Min: 2.66 / Avg: 2.88 / Max: 3.25Min: 3.64 / Avg: 3.76 / Max: 3.84Min: 2.88 / Avg: 3.33 / Max: 3.7Min: 3.15 / Avg: 3.35 / Max: 3.46Min: 3.57 / Avg: 3.63 / Max: 3.7Min: 2.64 / Avg: 2.92 / Max: 3.33Min: 2.49 / Avg: 2.73 / Max: 3.23Min: 2.63 / Avg: 2.79 / Max: 3.03Min: 2.54 / Avg: 2.76 / Max: 2.92Min: 2.46 / Avg: 2.61 / Max: 3.08Min: 2.56 / Avg: 2.66 / Max: 3.2Min: 2.89 / Avg: 3.13 / Max: 4.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.18230.36460.54690.72920.9115SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.13, N = 3SE +/- 0.06, N = 15SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.01, N = 15SE +/- 0.02, N = 120.630.640.800.810.720.720.670.680.580.630.630.610.64MIN: 0.57 / MAX: 9MIN: 0.56 / MAX: 26.92MIN: 0.63 / MAX: 19.93MIN: 0.51 / MAX: 27.19MIN: 0.55 / MAX: 7.89MIN: 0.57 / MAX: 6.28MIN: 0.56 / MAX: 23.74MIN: 0.52 / MAX: 27.01MIN: 0.57 / MAX: 0.84MIN: 0.56 / MAX: 20.82MIN: 0.54 / MAX: 27.09MIN: 0.54 / MAX: 21.62MIN: 0.51 / MAX: 30.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 0.6 / Avg: 0.63 / Max: 0.68Min: 0.58 / Avg: 0.64 / Max: 1.15Min: 0.66 / Avg: 0.8 / Max: 1.06Min: 0.66 / Avg: 0.81 / Max: 1.44Min: 0.69 / Avg: 0.72 / Max: 0.75Min: 0.71 / Avg: 0.72 / Max: 0.72Min: 0.58 / Avg: 0.67 / Max: 1.26Min: 0.54 / Avg: 0.68 / Max: 1.13Min: 0.57 / Avg: 0.58 / Max: 0.59Min: 0.59 / Avg: 0.63 / Max: 0.71Min: 0.55 / Avg: 0.63 / Max: 0.94Min: 0.57 / Avg: 0.61 / Max: 0.78Min: 0.58 / Avg: 0.64 / Max: 0.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801.19482.38963.58444.77925.974SE +/- 0.01, N = 3SE +/- 0.07, N = 15SE +/- 0.10, N = 3SE +/- 0.07, N = 15SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.09, N = 123.443.935.313.734.164.333.573.103.433.233.123.293.88MIN: 3.41 / MAX: 3.96MIN: 3.5 / MAX: 21.95MIN: 4.95 / MAX: 24.26MIN: 2.87 / MAX: 23.31MIN: 3.15 / MAX: 21.29MIN: 3.53 / MAX: 24.2MIN: 3.3 / MAX: 22.32MIN: 2.84 / MAX: 21.01MIN: 3.19 / MAX: 21.25MIN: 3.02 / MAX: 18.59MIN: 2.89 / MAX: 20.85MIN: 3.03 / MAX: 22.52MIN: 3.16 / MAX: 22.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 3.43 / Avg: 3.44 / Max: 3.45Min: 3.57 / Avg: 3.93 / Max: 4.42Min: 5.21 / Avg: 5.31 / Max: 5.5Min: 3.35 / Avg: 3.73 / Max: 4.2Min: 4.05 / Avg: 4.16 / Max: 4.27Min: 4.03 / Avg: 4.33 / Max: 4.53Min: 3.34 / Avg: 3.57 / Max: 4.07Min: 2.89 / Avg: 3.1 / Max: 3.58Min: 3.21 / Avg: 3.43 / Max: 3.56Min: 3.05 / Avg: 3.23 / Max: 3.44Min: 2.94 / Avg: 3.12 / Max: 3.42Min: 3.05 / Avg: 3.29 / Max: 3.57Min: 3.47 / Avg: 3.88 / Max: 4.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.07, N = 126.0213.9718.546.289.8515.0910.325.688.968.207.447.694.71MIN: 5.48 / MAX: 23.38MIN: 11.92 / MAX: 39.63MIN: 17.62 / MAX: 31.07MIN: 4.88 / MAX: 25.09MIN: 8.27 / MAX: 27.4MIN: 12.16 / MAX: 32.96MIN: 9.24 / MAX: 31.92MIN: 5 / MAX: 27.84MIN: 7.8 / MAX: 24.64MIN: 6.99 / MAX: 25.35MIN: 6.29 / MAX: 26.19MIN: 6.57 / MAX: 26.43MIN: 4 / MAX: 20.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025Min: 5.96 / Avg: 6.02 / Max: 6.09Min: 13.7 / Avg: 13.97 / Max: 14.16Min: 18.46 / Avg: 18.54 / Max: 18.61Min: 6.09 / Avg: 6.28 / Max: 6.5Min: 9.64 / Avg: 9.85 / Max: 9.96Min: 14.85 / Avg: 15.09 / Max: 15.35Min: 10.03 / Avg: 10.32 / Max: 10.65Min: 5.39 / Avg: 5.68 / Max: 6.11Min: 8.85 / Avg: 8.96 / Max: 9.09Min: 8.14 / Avg: 8.2 / Max: 8.28Min: 7.08 / Avg: 7.44 / Max: 7.85Min: 7.47 / Avg: 7.69 / Max: 8.05Min: 4.36 / Avg: 4.71 / Max: 5.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30800.73351.4672.20052.9343.6675SE +/- 0.16, N = 3SE +/- 0.04, N = 15SE +/- 0.19, N = 3SE +/- 0.08, N = 14SE +/- 0.02, N = 2SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.06, N = 3SE +/- 0.04, N = 13SE +/- 0.03, N = 14SE +/- 0.01, N = 111.702.323.261.731.912.381.981.301.741.661.521.551.31MIN: 1.36 / MAX: 19.31MIN: 2.11 / MAX: 25.13MIN: 2.96 / MAX: 19.72MIN: 1.22 / MAX: 19.76MIN: 1.62 / MAX: 7.23MIN: 2.08 / MAX: 9.06MIN: 1.8 / MAX: 19.93MIN: 1.22 / MAX: 20.6MIN: 1.62 / MAX: 17.79MIN: 1.52 / MAX: 18.57MIN: 1.39 / MAX: 15.39MIN: 1.44 / MAX: 18.28MIN: 1.18 / MAX: 9.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.39 / Avg: 1.7 / Max: 1.87Min: 2.13 / Avg: 2.32 / Max: 2.59Min: 3.03 / Avg: 3.26 / Max: 3.64Min: 1.43 / Avg: 1.73 / Max: 2.2Min: 1.89 / Avg: 1.91 / Max: 1.93Min: 2.36 / Avg: 2.38 / Max: 2.43Min: 1.85 / Avg: 1.98 / Max: 2.29Min: 1.24 / Avg: 1.3 / Max: 1.57Min: 1.55 / Avg: 1.66 / Max: 1.76Min: 1.42 / Avg: 1.52 / Max: 1.87Min: 1.49 / Avg: 1.55 / Max: 1.92Min: 1.24 / Avg: 1.31 / Max: 1.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801.22632.45263.67894.90526.1315SE +/- 0.03, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 3SE +/- 0.06, N = 12SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 15SE +/- 0.07, N = 15SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.08, N = 15SE +/- 0.11, N = 111.653.045.451.962.803.552.561.722.142.001.962.211.82MIN: 1.57 / MAX: 16.93MIN: 2.39 / MAX: 19.77MIN: 4.92 / MAX: 21.52MIN: 1.49 / MAX: 22.41MIN: 1.81 / MAX: 26MIN: 2.36 / MAX: 22.1MIN: 2.18 / MAX: 22.08MIN: 1.47 / MAX: 22.17MIN: 1.83 / MAX: 17.66MIN: 1.74 / MAX: 2.9MIN: 1.61 / MAX: 19.29MIN: 1.72 / MAX: 22.49MIN: 1.4 / MAX: 22.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810Min: 1.59 / Avg: 1.65 / Max: 1.69Min: 2.87 / Avg: 3.04 / Max: 3.69Min: 5.31 / Avg: 5.45 / Max: 5.58Min: 1.74 / Avg: 1.96 / Max: 2.43Min: 2.39 / Avg: 2.8 / Max: 3.04Min: 3.2 / Avg: 3.55 / Max: 3.78Min: 2.34 / Avg: 2.56 / Max: 3.31Min: 1.53 / Avg: 1.72 / Max: 2.52Min: 2.1 / Avg: 2.14 / Max: 2.21Min: 1.99 / Avg: 2 / Max: 2.01Min: 1.82 / Avg: 1.96 / Max: 2.26Min: 1.94 / Avg: 2.21 / Max: 2.88Min: 1.49 / Avg: 1.82 / Max: 2.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080246810SE +/- 0.09, N = 3SE +/- 0.04, N = 15SE +/- 0.15, N = 3SE +/- 0.08, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.07, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 14SE +/- 0.07, N = 15SE +/- 0.07, N = 123.725.257.623.884.656.034.433.303.933.843.523.723.51MIN: 3.41 / MAX: 21.31MIN: 4.76 / MAX: 22.66MIN: 7.05 / MAX: 23.24MIN: 2.96 / MAX: 22.65MIN: 3.72 / MAX: 21.74MIN: 4.75 / MAX: 21.46MIN: 4.07 / MAX: 22.33MIN: 2.94 / MAX: 22.59MIN: 3.73 / MAX: 21.52MIN: 3.47 / MAX: 18.13MIN: 3.25 / MAX: 21.15MIN: 3.38 / MAX: 22.49MIN: 2.98 / MAX: 20.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 3.54 / Avg: 3.72 / Max: 3.81Min: 4.9 / Avg: 5.25 / Max: 5.54Min: 7.44 / Avg: 7.62 / Max: 7.91Min: 3.37 / Avg: 3.88 / Max: 4.28Min: 4.6 / Avg: 4.65 / Max: 4.72Min: 5.89 / Avg: 6.03 / Max: 6.1Min: 4.18 / Avg: 4.43 / Max: 4.99Min: 2.96 / Avg: 3.3 / Max: 3.88Min: 3.86 / Avg: 3.93 / Max: 4.08Min: 3.56 / Avg: 3.84 / Max: 4.31Min: 3.32 / Avg: 3.52 / Max: 4.3Min: 3.41 / Avg: 3.72 / Max: 4.39Min: 3.28 / Avg: 3.51 / Max: 4.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215SE +/- 0.05, N = 3SE +/- 0.08, N = 15SE +/- 0.13, N = 3SE +/- 0.06, N = 15SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 15SE +/- 0.05, N = 15SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 15SE +/- 0.05, N = 15SE +/- 0.05, N = 126.568.589.877.478.549.307.846.537.277.197.077.026.50MIN: 5.89 / MAX: 39.85MIN: 7.66 / MAX: 46.65MIN: 8.6 / MAX: 40.07MIN: 5.76 / MAX: 49.68MIN: 6.69 / MAX: 41.56MIN: 7.65 / MAX: 39.63MIN: 6.94 / MAX: 43.56MIN: 5.8 / MAX: 39.76MIN: 6.66 / MAX: 39.39MIN: 6.45 / MAX: 39.21MIN: 6.15 / MAX: 40.21MIN: 6.22 / MAX: 40.65MIN: 5.43 / MAX: 43.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30803691215Min: 6.46 / Avg: 6.56 / Max: 6.62Min: 8.13 / Avg: 8.58 / Max: 9.16Min: 9.74 / Avg: 9.87 / Max: 10.13Min: 7.22 / Avg: 7.47 / Max: 7.98Min: 8.27 / Avg: 8.54 / Max: 8.74Min: 9.07 / Avg: 9.3 / Max: 9.63Min: 7.49 / Avg: 7.84 / Max: 8.43Min: 6.29 / Avg: 6.53 / Max: 6.84Min: 7.07 / Avg: 7.27 / Max: 7.57Min: 6.99 / Avg: 7.19 / Max: 7.52Min: 6.72 / Avg: 7.07 / Max: 7.61Min: 6.79 / Avg: 7.02 / Max: 7.4Min: 6.31 / Avg: 6.5 / Max: 6.81. (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: YesRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080306090120150SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.43, N = 3SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 352.47120.91144.6345.5580.59123.8586.6044.7374.8163.7554.7860.1035.72
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080306090120150Min: 52.34 / Avg: 52.47 / Max: 52.57Min: 120.69 / Avg: 120.91 / Max: 121.05Min: 144.16 / Avg: 144.63 / Max: 144.98Min: 45.2 / Avg: 45.55 / Max: 45.8Min: 79.9 / Avg: 80.59 / Max: 80.93Min: 123.54 / Avg: 123.85 / Max: 124.14Min: 86.09 / Avg: 86.6 / Max: 86.96Min: 44.42 / Avg: 44.72 / Max: 44.95Min: 73.96 / Avg: 74.81 / Max: 75.39Min: 63.43 / Avg: 63.75 / Max: 64.03Min: 54.52 / Avg: 54.78 / Max: 54.99Min: 59.48 / Avg: 60.1 / Max: 60.5Min: 35.53 / Avg: 35.72 / Max: 36.07

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025SE +/- 0.025, N = 5SE +/- 0.026, N = 3SE +/- 0.017, N = 3SE +/- 0.028, N = 6SE +/- 0.021, N = 4SE +/- 0.034, N = 3SE +/- 0.015, N = 4SE +/- 0.011, N = 6SE +/- 0.014, N = 4SE +/- 0.031, N = 5SE +/- 0.029, N = 5SE +/- 0.033, N = 5SE +/- 0.012, N = 68.63317.21420.1288.00912.37717.73312.9367.74311.53710.2069.0319.6116.576
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080510152025Min: 8.59 / Avg: 8.63 / Max: 8.73Min: 17.18 / Avg: 17.21 / Max: 17.26Min: 20.1 / Avg: 20.13 / Max: 20.16Min: 7.93 / Avg: 8.01 / Max: 8.1Min: 12.33 / Avg: 12.38 / Max: 12.43Min: 17.67 / Avg: 17.73 / Max: 17.79Min: 12.9 / Avg: 12.94 / Max: 12.97Min: 7.72 / Avg: 7.74 / Max: 7.79Min: 11.51 / Avg: 11.54 / Max: 11.57Min: 10.14 / Avg: 10.21 / Max: 10.29Min: 8.94 / Avg: 9.03 / Max: 9.1Min: 9.49 / Avg: 9.61 / Max: 9.68Min: 6.53 / Avg: 6.58 / Max: 6.61

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: SupercarRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30801020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 333.5215.2410.2831.7621.6714.3018.2533.1923.4324.4925.4824.8343.59
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 3080918273645Min: 33.47 / Avg: 33.52 / Max: 33.57Min: 15.19 / Avg: 15.24 / Max: 15.3Min: 10.27 / Avg: 10.28 / Max: 10.3Min: 31.53 / Avg: 31.76 / Max: 32Min: 21.54 / Avg: 21.67 / Max: 21.84Min: 14.3 / Avg: 14.3 / Max: 14.32Min: 18.24 / Avg: 18.25 / Max: 18.26Min: 32.94 / Avg: 33.19 / Max: 33.32Min: 23.4 / Avg: 23.43 / Max: 23.45Min: 24.48 / Avg: 24.49 / Max: 24.51Min: 25.33 / Avg: 25.48 / Max: 25.57Min: 24.81 / Avg: 24.83 / Max: 24.84Min: 43.16 / Avg: 43.59 / Max: 43.93

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308048121620SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.014, N = 3SE +/- 0.001, N = 3SE +/- 0.009, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.024, N = 311.3944.6623.54710.5886.8654.3605.53410.9137.3947.6777.8847.71116.595
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308048121620Min: 11.39 / Avg: 11.39 / Max: 11.4Min: 4.66 / Avg: 4.66 / Max: 4.67Min: 3.54 / Avg: 3.55 / Max: 3.55Min: 10.58 / Avg: 10.59 / Max: 10.61Min: 6.85 / Avg: 6.87 / Max: 6.88Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 5.53 / Avg: 5.53 / Max: 5.54Min: 10.9 / Avg: 10.91 / Max: 10.94Min: 7.39 / Avg: 7.39 / Max: 7.4Min: 7.66 / Avg: 7.68 / Max: 7.69Min: 7.87 / Avg: 7.88 / Max: 7.89Min: 7.7 / Avg: 7.71 / Max: 7.73Min: 16.55 / Avg: 16.6 / Max: 16.63

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 OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308040K80K120K160K200KSE +/- 1279.48, N = 3SE +/- 558.50, N = 3SE +/- 218.79, N = 3SE +/- 1711.48, N = 3SE +/- 823.09, N = 3SE +/- 420.54, N = 3SE +/- 772.57, N = 3SE +/- 303.84, N = 3SE +/- 668.55, N = 3SE +/- 521.87, N = 3SE +/- 1025.87, N = 3SE +/- 200.07, N = 3SE +/- 733.75, N = 3132421646803679815114887076648718071215258393805105899124272114773197267
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308030K60K90K120K150KMin: 130022 / Avg: 132420.67 / Max: 134392Min: 63639 / Avg: 64680.33 / Max: 65551Min: 36452 / Avg: 36798 / Max: 37203Min: 148329 / Avg: 151148 / Max: 154239Min: 85433 / Avg: 87076 / Max: 87986Min: 64118 / Avg: 64871 / Max: 65572Min: 79172 / Avg: 80711.67 / Max: 81594Min: 152034 / Avg: 152583.33 / Max: 153083Min: 92778 / Avg: 93805 / Max: 95060Min: 105094 / Avg: 105899.33 / Max: 106877Min: 122274 / Avg: 124272 / Max: 125675Min: 114373 / Avg: 114773 / Max: 114982Min: 196456 / Avg: 197267.33 / Max: 198732

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308040K80K120K160K200KSE +/- 835.34, N = 3SE +/- 387.46, N = 3SE +/- 96.77, N = 3SE +/- 1675.18, N = 15SE +/- 657.64, N = 3SE +/- 128.28, N = 3SE +/- 411.67, N = 3SE +/- 1291.90, N = 3SE +/- 667.51, N = 3SE +/- 539.60, N = 3SE +/- 1753.98, N = 3SE +/- 663.75, N = 3SE +/- 2347.00, N = 14136797663873367115586790572670038353516785899664110450128277121856208331
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308040K80K120K160K200KMin: 135732 / Avg: 136796.67 / Max: 138444Min: 65709 / Avg: 66386.67 / Max: 67051Min: 33478 / Avg: 33671 / Max: 33780Min: 142322 / Avg: 155866.53 / Max: 164000Min: 89758 / Avg: 90572.33 / Max: 91874Min: 66851 / Avg: 67003 / Max: 67258Min: 83095 / Avg: 83535.33 / Max: 84358Min: 165474 / Avg: 167857.67 / Max: 169913Min: 98330 / Avg: 99664 / Max: 100376Min: 109605 / Avg: 110450.33 / Max: 111454Min: 124988 / Avg: 128277 / Max: 130978Min: 120842 / Avg: 121856 / Max: 123105Min: 181801 / Avg: 208331.43 / Max: 216374

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308030K60K90K120K150KSE +/- 923.31, N = 15SE +/- 423.81, N = 3SE +/- 331.69, N = 3SE +/- 1193.73, N = 15SE +/- 343.85, N = 3SE +/- 734.49, N = 3SE +/- 820.21, N = 3SE +/- 1281.91, N = 15SE +/- 421.33, N = 3SE +/- 1315.57, N = 3SE +/- 1145.26, N = 8SE +/- 1128.61, N = 3SE +/- 1286.56, N = 151123216035137844128003757505906372689132489851259608210835998487158724
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 308030K60K90K120K150KMin: 103150 / Avg: 112321.27 / Max: 116414Min: 59611 / Avg: 60350.67 / Max: 61079Min: 37212 / Avg: 37843.67 / Max: 38335Min: 118188 / Avg: 128003.33 / Max: 134916Min: 75325 / Avg: 75750.33 / Max: 76431Min: 57969 / Avg: 59063 / Max: 60459Min: 71109 / Avg: 72689 / Max: 73861Min: 125372 / Avg: 132488.67 / Max: 139306Min: 84421 / Avg: 85124.67 / Max: 85878Min: 93661 / Avg: 96081.67 / Max: 98185Min: 101772 / Avg: 108359 / Max: 111665Min: 96565 / Avg: 98486.67 / Max: 100473Min: 150277 / Avg: 158724.13 / Max: 167398

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRTX 3060 TiGTX 1660 SUPERGTX 1060TITAN RTXRTX 2060 SUPERGTX 1660 TiRTX 2060RTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 30802K4K6K8K10K6912.713523.292331.467834.124907.673346.524332.558097.455278.845749.586419.105999.9210055.70