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 20 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
Triggered
  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
Invert Hiding All Results Option
  4 Hours, 2 Minutes

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NVIDIA Compute TestsOpenBenchmarking.orgPhoronix Test Suite 10.4.0m1AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (555/810MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA GP106 HD AudioNVIDIA TU116 HD AudioNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA Device 228bNVIDIA Device 1aefASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-54-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 455.45.014.6.0OpenCL 1.2 CUDA 11.1.1141.2.142GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA Compute Tests PerformanceSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0xa201009- GTX 1060: GPU Compute Cores: 1280- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- Python 2.7.18 + Python 3.8.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Logarithmic Result OverviewPhoronix Test Suite 10.4.0m1OctaneBenchRedShift DemoclpeakGeekbenchLuxCoreRender OpenCLLeelaChessZeroHashcatIndigoBenchVkFFTPlaidMLRealSR-NCNNcl-memMandelGPUFinanceBenchArrayFireFAHBenchRodiniaWaifu2x-NCNN VulkanBlenderNCNNViennaCL

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Per Watt Result OverviewPhoronix Test Suite 10.4.0m1100%183%266%348%431%Meta Performance Per WattsGeekbenchclpeakPlaidMLMandelGPULeelaChessZeroHashcatOctaneBenchViennaCLLuxCoreRender OpenCLVkFFTcl-memIndigoBenchFAHBenchP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA Compute Testshashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSwaifu2x-ncnn: 2x - 3 - Yesfahbench: octanebench: Total Scoreluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodrodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTfinancebench: Black-Scholes OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copymandelgpu: GPUviennacl: OpenCL LU Factorizationredshift: blender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXvkfft: ncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Noindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomgeekbench: GPU OpenCLgeekbench: GPU NVIDIA CUDAgeekbench: GPU VulkanGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30801289740000044024428574652714291982421422649.251101.290280.907511.451.735.340.6312.1055.023147.514095.43150.151226.2813.468982.70778.9978.97226.155925152.8147.4137.8128084240.361.72941064170.15548.35344.25973.87127887.705.762.112.471.782.293.760.805.3118.543.265.457.629.87144.62820.12810.2823.5473679833671378441799770000061783142867845142863338472379007.060136.0813131.8566782.202.605.541.0511.6172.670273.924543.04170.634308.2315.3611371.101075.0799.49296.827324293.5230.0239.0198638055.868.705376478.26270.19165.55476.552593.95184505.354.671.531.821.331.662.880.643.9313.972.323.045.258.58120.90717.21415.2414.6626468066387603511835481428662199600007947428573357002369887.243129.4973124.7371611.962.374.76416670.9911.7463.228222.014448.17173.674443.7215.5250671351.92985.9793.61299.077051235.4207.4197.2197542242.768.608783383.09281.98168.18489.372732.32170976.055.301.842.101.561.813.630.724.3315.092.383.556.039.30123.84817.73314.3044.36064871670035906325730414286815828571410350285714333423068255.792180.9695192.5980862.763.317.831.179.0042.671275.125480.01229.295248.4312.5871696.451282.52124.27389.4510249297.3251.2239.0247283060.772.833847937.35149.3168.22210.221783.16208834.754.431.561.811.371.632.920.673.5710.321.982.564.437.8486.60212.93618.2525.53480712835357268927434614286874707142911048428574599733242405.553189.0783225.4088223.263.9610.451.178.6562.198348.066758.49245.516753.7911.4921952.071509.02137.81416.1511284372.2311.8270.4262260550.672.334340233.87154.2563.22209.051877.55249755.414.951.721.891.631.723.350.724.169.851.912.804.658.5480.58712.37721.6666.86587076905727575029996671429955891428612127857145041003599335.211205.4939242.7253563.514.1910.981.277.8042.094368.847203.49267.767134.1610.2632008.991580.07148.07447.0612723396.7328.4284.5280144899.175.094037331.96147.1658.17198.241803.97266004.584.231.541.641.261.562.790.583.438.961.742.143.937.2774.80611.53723.4307.394938059966485125350269714291098440000013992428575779474235934.769227.7661258.4720713.574.299.861.786.9802.076367.048537.01306.518494.998.3182297.001707.65148.55498.2414332394.2313.9288.2316276201.075.743335226.4190.5148.84135.341002.41276824.184.091.381.711.361.662.760.633.238.201.662.003.847.1963.75410.20624.4907.67710589911045096082385817285711219500000015354142866399154589714.582242.5543259.1629933.484.208.951.796.3552.094368.919117.91343.499509.307.7152340.011714.00150.94544.7215758394.1334.2288.5341286781.776.133534229.5387.2645.98135.02974.80285644.294.161.461.751.371.502.660.613.297.691.552.213.727.0260.0959.61124.8257.71111477312185698487425657000001346771428617053000007041805240334.368257.4767265.1499653.614.349.031.885.9041.917405.7710190.43373.0410455.186.9122480.881831.76159.34587.7217915434.4344.1298.9363715438.977.107732526.3982.6043.57130.28917.27307204.204.061.371.761.321.522.610.633.127.441.521.963.527.0754.7839.03125.4787.884124272128277108359557407285711784038571422231285718825606502293.835300.8935349.4127084.605.6512.082.114.4911.678502.7313338.39516.5313253.586.1583227.212405.89211.01747.5023269540.7445.4320.8446864473.478.612024719.8373.9133.09104.80902.94373843.874.021.511.641.341.492.730.683.105.681.301.723.306.5344.7257.74333.19010.913152583167858132489530863142861693583333321188166678374206255504.124270.6805350.6624994.425.4612.131.994.8051.756484.4013604.68498.1413266.226.3723284.452394.82208.22718.5121084514.5456.0291.8443646920.976.274025621.2682.3135.12114.001002.97369335.054.661.752.111.621.893.330.813.736.281.731.963.887.4745.5538.00931.75710.588151148155867128003329920000001109117142914069285715869184340674.236234.5598378.7130335.797.1316.842.806.9882.094389.0216012.88302.828290.918.3742439.191875.83177.04686.6622842393.5383.6298.2278997773.175.825624018.0655.9537.2486.20581.54320653.964.271.741.761.361.773.030.633.446.021.701.653.726.5652.4688.63333.52011.394132421136797112321540303142861834552857123067000009392906923883.519306.7671537.2420477.269.2920.823.544.8551.627633.3428088.78514.4014574.474.9213725.402995.56243.50975.5628389634.1615.3339.9401282795.277.953617214.9641.2922.7359.14458.51496314.074.451.731.981.541.803.130.643.884.711.311.823.516.5035.7206.57643.58916.595197267208331158724OpenBenchmarking.org

Hashcat

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

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106012000M24000M36000M48000M60000MSE +/- 98630343.33, N = 7SE +/- 102079526.49, N = 7SE +/- 147390714.04, N = 7SE +/- 63553325.94, N = 7SE +/- 109307854.28, N = 7SE +/- 41495700.95, N = 7SE +/- 53297878.10, N = 7SE +/- 181560574.59, N = 7SE +/- 41830567.71, N = 7SE +/- 34176226.97, N = 7SE +/- 40766579.62, N = 7SE +/- 46882020.11, N = 7SE +/- 29398291.17, N = 755740728571540303142865308631428642565700000385817285713502697142932992000000299966714292743461428625730414286183548142861799770000012897400000
OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 3060 TiRTX 2080 SUPERRTX 3080RTX 2070 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106080M160M240M320M400M396354718.56341784951.41322401428.48313223916.56311715797.43311117905.89311017484.35288952169.21286208945.71278488631.45275454497.06244831690.71184587919.24
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106010000M20000M30000M40000M50000MMin: 55433200000 / Avg: 55740728571.43 / Max: 56126500000Min: 53805600000 / Avg: 54030314285.71 / Max: 54436200000Min: 52488500000 / Avg: 53086314285.71 / Max: 53694900000Min: 42300300000 / Avg: 42565700000 / Max: 42770800000Min: 38269600000 / Avg: 38581728571.43 / Max: 39045100000Min: 34913000000 / Avg: 35026971428.57 / Max: 35210500000Min: 32727200000 / Avg: 32992000000 / Max: 33174300000Min: 28933000000 / Avg: 29996671428.57 / Max: 30282500000Min: 27276600000 / Avg: 27434614285.71 / Max: 27547200000Min: 25603300000 / Avg: 25730414285.71 / Max: 25884700000Min: 18180700000 / Avg: 18354814285.71 / Max: 18471900000Min: 17775000000 / Avg: 17997700000 / Max: 18184700000Min: 12818400000 / Avg: 12897400000 / Max: 12997600000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10604000M8000M12000M16000M20000MSE +/- 36837886.26, N = 7SE +/- 26687552.20, N = 7SE +/- 31084579.96, N = 6SE +/- 40239943.60, N = 7SE +/- 10928839.09, N = 7SE +/- 8294912.79, N = 7SE +/- 7407910.83, N = 7SE +/- 9114520.82, N = 7SE +/- 13942803.47, N = 7SE +/- 12096446.32, N = 7SE +/- 43107894.32, N = 15SE +/- 10473604.66, N = 7SE +/- 6046717.22, N = 718345528571178403857141693583333313467714286121950000001109117142910984400000955891428687470714298158285714621996000061783142864402442857
OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 3080RTX 2070RTX 2080GTX 1660 TiRTX 2070 SUPERRTX 2060GTX 1660 SUPERRTX 2060 SUPERGTX 106030M60M90M120M150M121618842.58104602759.10103115175.84102514995.64100535705.7697164967.4996128268.6294836299.4294385776.1089207530.6285534112.7284129215.9160925712.57
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603000M6000M9000M12000M15000MMin: 18221600000 / Avg: 18345528571.43 / Max: 18457100000Min: 17765100000 / Avg: 17840385714.29 / Max: 17945800000Min: 16805800000 / Avg: 16935833333.33 / Max: 17026200000Min: 13324200000 / Avg: 13467714285.71 / Max: 13645100000Min: 12149800000 / Avg: 12195000000 / Max: 12239500000Min: 11062600000 / Avg: 11091171428.57 / Max: 11126900000Min: 10942300000 / Avg: 10984400000 / Max: 10999600000Min: 9520800000 / Avg: 9558914285.71 / Max: 9583800000Min: 8709200000 / Avg: 8747071428.57 / Max: 8791200000Min: 8121900000 / Avg: 8158285714.29 / Max: 8206700000Min: 5624200000 / Avg: 6219960000 / Max: 6310600000Min: 6149700000 / Avg: 6178314285.71 / Max: 6236100000Min: 4390300000 / Avg: 4402442857.14 / Max: 4429500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060500M1000M1500M2000M2500MSE +/- 3329521.63, N = 7SE +/- 1585907.32, N = 7SE +/- 4053921.28, N = 6SE +/- 900264.51, N = 7SE +/- 2244509.55, N = 7SE +/- 849289.42, N = 7SE +/- 953653.91, N = 7SE +/- 1566073.13, N = 7SE +/- 1642277.33, N = 7SE +/- 1478370.13, N = 7SE +/- 824002.18, N = 7SE +/- 537821.25, N = 7SE +/- 1680378.97, N = 72306700000222312857121188166671705300000153541428614069285711399242857121278571411048428571035028571794742857784514286465271429
OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070GTX 1660 TiRTX 2070 SUPERRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 10603M6M9M12M15M14695988.6412848448.8012797897.1912429064.1912407758.8412234041.6912061400.8011525083.3711496268.3311143378.5310630748.2710393151.816439856.15
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060400M800M1200M1600M2000MMin: 2295000000 / Avg: 2306700000 / Max: 2317700000Min: 2215900000 / Avg: 2223128571.43 / Max: 2228000000Min: 2101300000 / Avg: 2118816666.67 / Max: 2131400000Min: 1701000000 / Avg: 1705300000 / Max: 1708300000Min: 1527000000 / Avg: 1535414285.71 / Max: 1543200000Min: 1402900000 / Avg: 1406928571.43 / Max: 1409100000Min: 1394100000 / Avg: 1399242857.14 / Max: 1402000000Min: 1207000000 / Avg: 1212785714.29 / Max: 1217500000Min: 1099900000 / Avg: 1104842857.14 / Max: 1111700000Min: 1031700000 / Avg: 1035028571.43 / Max: 1043100000Min: 791100000 / Avg: 794742857.14 / Max: 796800000Min: 782600000 / Avg: 784514285.71 / Max: 786500000Min: 455700000 / Avg: 465271428.57 / Max: 469500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060200K400K600K800K1000KSE +/- 2622.40, N = 10SE +/- 6317.53, N = 10SE +/- 6837.61, N = 10SE +/- 6880.46, N = 15SE +/- 4180.88, N = 13SE +/- 558.54, N = 11SE +/- 6166.48, N = 15SE +/- 249.73, N = 11SE +/- 2513.28, N = 11SE +/- 4365.82, N = 12SE +/- 2005.81, N = 11SE +/- 2811.01, N = 15SE +/- 915.40, N = 12939290882560837420704180639915586918577947504100459973433342335700333847198242
OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070RTX 2080RTX 2070 SUPERGTX 1660 TiRTX 3080TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 10602K4K6K8K10K11015.309972.839708.438840.468699.018523.908357.978221.938110.588031.647181.637098.623824.57
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060160K320K480K640K800KMin: 929400 / Avg: 939290 / Max: 957400Min: 834600 / Avg: 882560 / Max: 896600Min: 788100 / Avg: 837420 / Max: 859800Min: 627300 / Avg: 704180 / Max: 719700Min: 605700 / Avg: 639915.38 / Max: 648300Min: 583000 / Avg: 586918.18 / Max: 589300Min: 528200 / Avg: 577946.67 / Max: 594900Min: 503200 / Avg: 504100 / Max: 506000Min: 437400 / Avg: 459972.73 / Max: 467600Min: 393000 / Avg: 433341.67 / Max: 441300Min: 322500 / Avg: 335700 / Max: 343300Min: 298000 / Avg: 333846.67 / Max: 340000Min: 190900 / Avg: 198241.67 / Max: 200700

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060150K300K450K600K750KSE +/- 2510.22, N = 8SE +/- 1367.60, N = 7SE +/- 3170.74, N = 8SE +/- 4540.66, N = 15SE +/- 1086.65, N = 7SE +/- 3786.64, N = 9SE +/- 3357.49, N = 15SE +/- 366.29, N = 9SE +/- 2317.91, N = 10SE +/- 1010.44, N = 8SE +/- 2205.50, N = 10SE +/- 494.41, N = 8SE +/- 1264.28, N = 11692388650229625550524033458971434067423593359933324240306825237900236988142264
OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3060 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080GTX 1660 TiRTX 2080 SUPERRTX 2060GTX 1660 SUPERGTX 1060120024003600480060005389.755092.005053.524940.534924.794726.824691.054417.863963.533899.843869.993798.772915.07
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060120K240K360K480K600KMin: 676500 / Avg: 692387.5 / Max: 700200Min: 643500 / Avg: 650228.57 / Max: 655200Min: 609700 / Avg: 625550 / Max: 636600Min: 501100 / Avg: 524033.33 / Max: 542500Min: 455400 / Avg: 458971.43 / Max: 464300Min: 426900 / Avg: 434066.67 / Max: 454300Min: 400600 / Avg: 423593.33 / Max: 451300Min: 358500 / Avg: 359933.33 / Max: 361500Min: 309100 / Avg: 324240 / Max: 333200Min: 302700 / Avg: 306825 / Max: 310200Min: 229000 / Avg: 237900 / Max: 250200Min: 234000 / Avg: 236987.5 / Max: 238800Min: 133900 / Avg: 142263.64 / Max: 150200

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 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.028, N = 9SE +/- 0.021, N = 8SE +/- 0.023, N = 8SE +/- 0.032, N = 8SE +/- 0.020, N = 8SE +/- 0.020, N = 8SE +/- 0.028, N = 8SE +/- 0.022, N = 7SE +/- 0.030, N = 7SE +/- 0.029, N = 7SE +/- 0.026, N = 6SE +/- 0.030, N = 6SE +/- 0.036, N = 53.5193.8354.1244.2364.3684.5824.7695.2115.5535.7927.0607.2439.251
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 3.45 / Avg: 3.52 / Max: 3.73Min: 3.78 / Avg: 3.84 / Max: 3.98Min: 4.06 / Avg: 4.12 / Max: 4.27Min: 4.18 / Avg: 4.24 / Max: 4.46Min: 4.31 / Avg: 4.37 / Max: 4.5Min: 4.54 / Avg: 4.58 / Max: 4.72Min: 4.69 / Avg: 4.77 / Max: 4.95Min: 5.17 / Avg: 5.21 / Max: 5.34Min: 5.47 / Avg: 5.55 / Max: 5.71Min: 5.72 / Avg: 5.79 / Max: 5.95Min: 7 / Avg: 7.06 / Max: 7.18Min: 7.13 / Avg: 7.24 / Max: 7.34Min: 9.18 / Avg: 9.25 / Max: 9.37

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 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.28, N = 3SE +/- 0.36, N = 3SE +/- 1.07, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 3306.77300.89270.68257.48242.55234.56227.77205.49189.08180.97136.08129.50101.29
OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080 TiGTX 1660 TiRTX 2080RTX 2060RTX 2060 SUPERRTX 3080TITAN RTXGTX 1660 SUPERGTX 10600.47250.9451.41751.892.36252.101.981.891.881.841.831.801.771.731.681.661.631.51
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106060120180240300Min: 306.27 / Avg: 306.77 / Max: 307.22Min: 300.18 / Avg: 300.89 / Max: 301.31Min: 268.58 / Avg: 270.68 / Max: 272.09Min: 257.05 / Avg: 257.48 / Max: 258.11Min: 242.21 / Avg: 242.55 / Max: 242.88Min: 234.24 / Avg: 234.56 / Max: 234.9Min: 227.42 / Avg: 227.77 / Max: 228Min: 205.04 / Avg: 205.49 / Max: 206.29Min: 188.7 / Avg: 189.08 / Max: 189.82Min: 180.63 / Avg: 180.97 / Max: 181.36Min: 135.9 / Avg: 136.08 / Max: 136.2Min: 129.1 / Avg: 129.5 / Max: 129.8Min: 101.26 / Avg: 101.29 / Max: 101.31

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 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600537.24378.71350.66349.41265.15259.16258.47242.73225.41192.60131.86124.7480.91
OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2060RTX 2080RTX 2060 SUPERRTX 2080 TiTITAN RTXGTX 1660 TiGTX 1660 SUPERGTX 10600.5131.0261.5392.0522.5652.281.871.731.721.681.631.591.571.551.501.281.211.06

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 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.07, N = 14SE +/- 0.11, N = 12SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 127.265.794.604.423.613.573.513.483.262.762.201.961.45MIN: 0.15 / MAX: 8.46MIN: 0.12 / MAX: 6.75MIN: 0.27 / MAX: 5.34MIN: 0.27 / MAX: 5.17MIN: 0.23 / MAX: 4.14MIN: 0.12 / MAX: 4.19MIN: 0.23 / MAX: 4.01MIN: 0.14 / MAX: 4.06MIN: 0.23 / MAX: 3.79MIN: 0.24 / MAX: 3.15MIN: 0.2 / MAX: 2.52MIN: 0.23 / MAX: 2.27MIN: 0.12 / MAX: 1.67
OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiTITAN RTXRTX 2080 TiRTX 2080GTX 1660 SUPERGTX 10600.0090.0180.0270.0360.0450.040.030.030.030.030.030.030.030.020.020.020.020.02
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 6.42 / Avg: 7.26 / Max: 7.4Min: 4.61 / Avg: 5.79 / Max: 5.99Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 4.36 / Avg: 4.42 / Max: 4.52Min: 3.6 / Avg: 3.61 / Max: 3.63Min: 2.91 / Avg: 3.57 / Max: 3.69Min: 3.5 / Avg: 3.51 / Max: 3.53Min: 3.01 / Avg: 3.48 / Max: 3.55Min: 3.22 / Avg: 3.26 / Max: 3.29Min: 2.74 / Avg: 2.76 / Max: 2.78Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 1.94 / Avg: 1.96 / Max: 2Min: 1.16 / Avg: 1.45 / Max: 1.49

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.15, N = 12SE +/- 0.14, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 12SE +/- 0.06, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 129.297.135.655.464.344.294.204.193.963.312.602.371.73MIN: 3.1 / MAX: 9.73MIN: 1.94 / MAX: 7.5MIN: 5.25 / MAX: 5.77MIN: 3.9 / MAX: 5.67MIN: 3.08 / MAX: 4.47MIN: 1.19 / MAX: 4.5MIN: 1.51 / MAX: 4.4MIN: 4.09 / MAX: 4.28MIN: 3.76 / MAX: 4.1MIN: 1.83 / MAX: 3.4MIN: 2.33 / MAX: 2.67MIN: 2.26 / MAX: 2.42MIN: 0.43 / MAX: 1.81
OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.0090.0180.0270.0360.0450.040.040.030.030.030.030.030.030.030.030.030.030.02
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 7.61 / Avg: 9.29 / Max: 9.5Min: 5.62 / Avg: 7.13 / Max: 7.29Min: 5.64 / Avg: 5.65 / Max: 5.67Min: 5.45 / Avg: 5.46 / Max: 5.48Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 3.42 / Avg: 4.29 / Max: 4.39Min: 3.53 / Avg: 4.2 / Max: 4.28Min: 4.18 / Avg: 4.19 / Max: 4.19Min: 3.94 / Avg: 3.96 / Max: 3.97Min: 3.29 / Avg: 3.31 / Max: 3.32Min: 2.59 / Avg: 2.6 / Max: 2.6Min: 2.36 / Avg: 2.37 / Max: 2.37Min: 1.38 / Avg: 1.73 / Max: 1.77

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 1060GTX 1660 Ti510152025SE +/- 0.4586334, N = 15SE +/- 0.5108456, N = 15SE +/- 0.0783102, N = 4SE +/- 0.0331742, N = 4SE +/- 0.0543537, N = 4SE +/- 0.0319774, N = 4SE +/- 0.2639327, N = 12SE +/- 0.0522772, N = 3SE +/- 0.1793871, N = 12SE +/- 0.0353073, N = 3SE +/- 0.0320724, N = 3SE +/- 0.1074070, N = 12SE +/- 0.0048958, N = 320.820000016.840000012.130000012.080000010.980000010.45000009.86000009.03000008.95000007.83000005.54000005.34000004.7641667MIN: 11.17 / MAX: 22.47MIN: 6.81 / MAX: 18.28MIN: 11.08 / MAX: 12.83MIN: 9.2 / MAX: 12.83MIN: 9.77 / MAX: 11.57MIN: 9.04 / MAX: 11.03MIN: 3.83 / MAX: 10.58MIN: 6.18 / MAX: 9.55MIN: 4.35 / MAX: 9.64MIN: 6.32 / MAX: 8.15MIN: 4.4 / MAX: 5.82MIN: 1.87 / MAX: 5.68MIN: 3.69 / MAX: 4.95
OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3060 TiRTX 3080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2060GTX 1060TITAN RTXGTX 1660 TiGTX 1660 SUPER0.03380.06760.10140.13520.1690.150.110.100.090.090.080.080.080.080.080.070.070.07
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 1060GTX 1660 Ti510152025Min: 14.48 / Avg: 20.82 / Max: 21.7Min: 9.81 / Avg: 16.84 / Max: 17.67Min: 11.96 / Avg: 12.13 / Max: 12.34Min: 12.02 / Avg: 12.08 / Max: 12.17Min: 10.87 / Avg: 10.98 / Max: 11.13Min: 10.37 / Avg: 10.45 / Max: 10.52Min: 6.97 / Avg: 9.86 / Max: 10.24Min: 8.93 / Avg: 9.03 / Max: 9.09Min: 6.99 / Avg: 8.95 / Max: 9.23Min: 7.76 / Avg: 7.83 / Max: 7.89Min: 5.49 / Avg: 5.54 / Max: 5.6Min: 4.16 / Avg: 5.34 / Max: 5.47Min: 4.75 / Avg: 4.76 / Max: 4.77

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10600.79651.5932.38953.1863.9825SE +/- 0.06, N = 12SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 123.542.802.111.991.881.791.781.271.171.171.050.990.63MIN: 0.17 / MAX: 4.48MIN: 0.19 / MAX: 3.53MIN: 0.24 / MAX: 2.63MIN: 0.21 / MAX: 2.46MIN: 0.21 / MAX: 2.32MIN: 0.17 / MAX: 2.23MIN: 0.13 / MAX: 2.23MIN: 0.23 / MAX: 1.52MIN: 0.21 / MAX: 1.44MIN: 0.22 / MAX: 1.39MIN: 0.21 / MAX: 1.25MIN: 0.22 / MAX: 1.17MIN: 0.14 / MAX: 0.76
OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.00450.0090.01350.0180.02250.020.020.010.010.010.010.010.010.010.010.010.010.01
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810Min: 2.86 / Avg: 3.54 / Max: 3.66Min: 2.13 / Avg: 2.8 / Max: 2.91Min: 2.1 / Avg: 2.11 / Max: 2.13Min: 1.97 / Avg: 1.99 / Max: 2Min: 1.85 / Avg: 1.88 / Max: 1.9Min: 1.46 / Avg: 1.79 / Max: 1.84Min: 1.33 / Avg: 1.78 / Max: 1.84Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 1.15 / Avg: 1.17 / Max: 1.19Min: 1.15 / Avg: 1.17 / Max: 1.18Min: 1.04 / Avg: 1.05 / Max: 1.07Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 0.48 / Avg: 0.63 / Max: 0.65

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 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.007, N = 8SE +/- 0.008, N = 8SE +/- 0.035, N = 15SE +/- 0.014, N = 7SE +/- 0.045, N = 6SE +/- 0.018, N = 6SE +/- 0.008, N = 6SE +/- 0.006, N = 6SE +/- 0.021, N = 5SE +/- 0.020, N = 5SE +/- 0.014, N = 4SE +/- 0.022, N = 4SE +/- 0.068, N = 44.4914.8054.8555.9046.3556.9806.9887.8048.6569.00411.61711.74612.1051. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106048121620Min: 4.46 / Avg: 4.49 / Max: 4.52Min: 4.78 / Avg: 4.81 / Max: 4.84Min: 4.71 / Avg: 4.85 / Max: 5.3Min: 5.86 / Avg: 5.9 / Max: 5.97Min: 6.26 / Avg: 6.35 / Max: 6.57Min: 6.93 / Avg: 6.98 / Max: 7.05Min: 6.96 / Avg: 6.99 / Max: 7.01Min: 7.79 / Avg: 7.8 / Max: 7.83Min: 8.6 / Avg: 8.66 / Max: 8.73Min: 8.95 / Avg: 9 / Max: 9.08Min: 11.59 / Avg: 11.62 / Max: 11.66Min: 11.71 / Avg: 11.75 / Max: 11.81Min: 11.98 / Avg: 12.1 / Max: 12.291. (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 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 3060 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 10601.13022.26043.39064.52085.651SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.006, N = 10SE +/- 0.011, N = 10SE +/- 0.008, N = 10SE +/- 0.002, N = 10SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.004, N = 10SE +/- 0.014, N = 10SE +/- 0.009, N = 10SE +/- 0.003, N = 10SE +/- 0.015, N = 91.6271.6781.7561.9172.0762.0942.0942.0942.1982.6702.6713.2285.0231. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 3060 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 1060246810Min: 1.6 / Avg: 1.63 / Max: 1.69Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 1.73 / Avg: 1.76 / Max: 1.79Min: 1.9 / Avg: 1.92 / Max: 2Min: 2.06 / Avg: 2.08 / Max: 2.15Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 2.07 / Avg: 2.09 / Max: 2.14Min: 2.09 / Avg: 2.09 / Max: 2.12Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 2.63 / Avg: 2.67 / Max: 2.75Min: 2.65 / Avg: 2.67 / Max: 2.74Min: 3.22 / Avg: 3.23 / Max: 3.25Min: 5 / Avg: 5.02 / Max: 5.141. (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 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060140280420560700SE +/- 4.38, N = 12SE +/- 3.38, N = 12SE +/- 2.39, N = 13SE +/- 0.07, N = 15SE +/- 0.15, N = 15SE +/- 0.09, N = 13SE +/- 0.21, N = 15SE +/- 2.10, N = 14SE +/- 0.50, N = 13SE +/- 1.44, N = 15SE +/- 1.52, N = 12SE +/- 0.45, N = 12SE +/- 0.06, N = 10633.34502.73484.40405.77389.02368.91368.84367.04348.06275.12273.92222.01147.511. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2070RTX 3060 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2070 SUPERGTX 1660 SUPERRTX 2080RTX 3080TITAN RTXRTX 2080 TiGTX 1660 TiRTX 2060GTX 10602468108.097.457.196.626.506.376.326.216.135.985.875.513.39
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060110220330440550Min: 602.21 / Avg: 633.34 / Max: 650.49Min: 475.15 / Avg: 502.73 / Max: 509.26Min: 470.15 / Avg: 484.4 / Max: 501.89Min: 404.86 / Avg: 405.77 / Max: 405.98Min: 386.92 / Avg: 389.02 / Max: 389.29Min: 368.02 / Avg: 368.91 / Max: 369.26Min: 366.21 / Avg: 368.84 / Max: 369.33Min: 340.36 / Avg: 367.04 / Max: 369.9Min: 345.79 / Avg: 348.06 / Max: 352.88Min: 255.43 / Avg: 275.12 / Max: 277.41Min: 262.59 / Avg: 273.92 / Max: 276.73Min: 220.15 / Avg: 222.01 / Max: 225.43Min: 147.09 / Avg: 147.51 / Max: 147.821. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 211.97, N = 13SE +/- 24.65, N = 13SE +/- 131.35, N = 15SE +/- 160.87, N = 15SE +/- 94.85, N = 15SE +/- 74.65, N = 12SE +/- 86.35, N = 15SE +/- 93.84, N = 15SE +/- 72.24, N = 15SE +/- 104.44, N = 15SE +/- 29.82, N = 12SE +/- 45.28, N = 15SE +/- 65.66, N = 1528088.7816012.8813604.6813338.3910190.439117.918537.017203.496758.495480.014543.044448.174095.431. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080 TiRTX 2070RTX 2080RTX 2070 SUPERGTX 1660 TiTITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106070140210280350327.99309.31179.85158.64157.05152.55144.93142.17132.66131.53124.64117.45101.60
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605K10K15K20K25KMin: 26662.15 / Avg: 28088.78 / Max: 29254.57Min: 15838.85 / Avg: 16012.88 / Max: 16187.57Min: 12771.63 / Avg: 13604.68 / Max: 14436.87Min: 12442.87 / Avg: 13338.39 / Max: 14486.32Min: 9436.42 / Avg: 10190.43 / Max: 10758.09Min: 8807.67 / Avg: 9117.91 / Max: 9535.28Min: 8224.26 / Avg: 8537.01 / Max: 9165.9Min: 6734.47 / Avg: 7203.49 / Max: 7721.55Min: 6356.11 / Avg: 6758.49 / Max: 7255.12Min: 4993.13 / Avg: 5480.01 / Max: 6326.4Min: 4369.28 / Avg: 4543.04 / Max: 4739.88Min: 4224.56 / Avg: 4448.17 / Max: 4813.23Min: 3511.37 / Avg: 4095.43 / Max: 4244.671. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060110220330440550SE +/- 2.16, N = 3SE +/- 1.61, N = 3SE +/- 2.49, N = 3SE +/- 0.26, N = 3SE +/- 1.04, N = 3SE +/- 0.34, N = 3SE +/- 0.58, N = 3SE +/- 0.79, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3516.53514.40498.14373.04343.49306.51302.82267.76245.51229.29173.67170.63150.151. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 2070GTX 1660 TiRTX 2070 SUPERRTX 2080TITAN RTXRTX 3080RTX 2060RTX 2060 SUPERGTX 1060GTX 1660 SUPER0.96531.93062.89593.86124.82654.294.144.043.793.673.583.573.563.523.443.073.072.99
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106090180270360450Min: 512.55 / Avg: 516.53 / Max: 519.98Min: 511.19 / Avg: 514.4 / Max: 516.2Min: 494.65 / Avg: 498.14 / Max: 502.97Min: 372.67 / Avg: 373.04 / Max: 373.55Min: 341.5 / Avg: 343.49 / Max: 344.98Min: 305.83 / Avg: 306.51 / Max: 306.95Min: 302.1 / Avg: 302.82 / Max: 303.97Min: 266.84 / Avg: 267.76 / Max: 269.32Min: 244.85 / Avg: 245.51 / Max: 246.18Min: 228.64 / Avg: 229.29 / Max: 229.63Min: 172.98 / Avg: 173.67 / Max: 174.64Min: 170.1 / Avg: 170.63 / Max: 170.94Min: 149.68 / Avg: 150.15 / Max: 150.71. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603K6K9K12K15KSE +/- 137.97, N = 15SE +/- 161.08, N = 15SE +/- 136.49, N = 15SE +/- 96.25, N = 15SE +/- 74.73, N = 12SE +/- 96.07, N = 15SE +/- 65.69, N = 14SE +/- 81.80, N = 15SE +/- 70.14, N = 15SE +/- 46.67, N = 15SE +/- 53.45, N = 15SE +/- 31.94, N = 12SE +/- 14.65, N = 1514574.4713266.2213253.5810455.189509.308494.998290.917134.166753.795248.434443.724308.231226.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERTITAN RTXRTX 3080GTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1060306090120150152.30147.86128.32127.83120.15119.43118.27116.90112.27103.5499.1096.5119.39
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603K6K9K12K15KMin: 13122.38 / Avg: 14574.47 / Max: 15286.62Min: 12336.95 / Avg: 13266.22 / Max: 14228.12Min: 11912.2 / Avg: 13253.58 / Max: 13853.38Min: 10016.25 / Avg: 10455.18 / Max: 10988.67Min: 8847.92 / Avg: 9509.3 / Max: 9853.2Min: 7754.92 / Avg: 8494.99 / Max: 9052Min: 7996.93 / Avg: 8290.91 / Max: 8844.05Min: 6666.59 / Avg: 7134.16 / Max: 7626.04Min: 6307.99 / Avg: 6753.79 / Max: 7174.87Min: 5140.65 / Avg: 5248.43 / Max: 5864.87Min: 4237.13 / Avg: 4443.72 / Max: 4976.07Min: 4221.51 / Avg: 4308.23 / Max: 4614.5Min: 1118.33 / Avg: 1226.28 / Max: 1283.361. (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 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1060GTX 1660 SUPERGTX 1660 Ti48121620SE +/- 0.043122, N = 15SE +/- 0.094451, N = 15SE +/- 0.224039, N = 15SE +/- 0.083219, N = 15SE +/- 0.040260, N = 14SE +/- 0.048730, N = 14SE +/- 0.027743, N = 15SE +/- 0.009511, N = 14SE +/- 0.162802, N = 15SE +/- 0.035770, N = 15SE +/- 0.326577, N = 15SE +/- 0.069806, N = 15SE +/- 0.162363, N = 154.9210006.1580006.3720006.9120007.7150008.3180008.37400010.26300011.49200012.58700013.46800015.36100015.5250671. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1060GTX 1660 SUPERGTX 1660 Ti48121620Min: 4.83 / Avg: 4.92 / Max: 5.5Min: 6.02 / Avg: 6.16 / Max: 7.21Min: 5.78 / Avg: 6.37 / Max: 8.52Min: 6.8 / Avg: 6.91 / Max: 8.03Min: 7.64 / Avg: 7.72 / Max: 8.15Min: 8.23 / Avg: 8.32 / Max: 8.8Min: 8.31 / Avg: 8.37 / Max: 8.74Min: 10.24 / Avg: 10.26 / Max: 10.34Min: 10.55 / Avg: 11.49 / Max: 12.71Min: 12.54 / Avg: 12.59 / Max: 13.09Min: 11.76 / Avg: 13.47 / Max: 15.76Min: 15.2 / Avg: 15.36 / Max: 16.05Min: 14.42 / Avg: 15.53 / Max: 16.581. (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 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10608001600240032004000SE +/- 17.78, N = 8SE +/- 19.10, N = 8SE +/- 9.32, N = 8SE +/- 7.43, N = 8SE +/- 1.48, N = 8SE +/- 7.50, N = 8SE +/- 11.50, N = 8SE +/- 3.85, N = 8SE +/- 9.97, N = 8SE +/- 20.43, N = 15SE +/- 4.66, N = 7SE +/- 1.98, N = 8SE +/- 1.08, N = 73725.403284.453227.212480.882439.192340.012297.002008.991952.071696.451371.101351.92982.70
OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 3080TITAN RTXRTX 2070RTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060112233445549.6745.6643.2743.2241.5341.2236.7836.2434.9533.1433.0328.5319.85
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606001200180024003000Min: 3653.91 / Avg: 3725.4 / Max: 3804.12Min: 3213.03 / Avg: 3284.45 / Max: 3367.63Min: 3194.29 / Avg: 3227.21 / Max: 3278.29Min: 2441.65 / Avg: 2480.88 / Max: 2500.51Min: 2432.83 / Avg: 2439.19 / Max: 2445.04Min: 2298.05 / Avg: 2340.01 / Max: 2357.55Min: 2235.13 / Avg: 2297 / Max: 2322.19Min: 1986.64 / Avg: 2008.99 / Max: 2018.73Min: 1924.55 / Avg: 1952.07 / Max: 1992.16Min: 1413.29 / Avg: 1696.45 / Max: 1731.21Min: 1358.44 / Avg: 1371.1 / Max: 1392.94Min: 1343 / Avg: 1351.92 / Max: 1362.31Min: 979.09 / Avg: 982.7 / Max: 987.95

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606001200180024003000SE +/- 9.67, N = 9SE +/- 8.40, N = 9SE +/- 5.99, N = 9SE +/- 2.49, N = 8SE +/- 3.49, N = 8SE +/- 3.83, N = 8SE +/- 6.37, N = 9SE +/- 2.41, N = 9SE +/- 3.27, N = 8SE +/- 3.21, N = 8SE +/- 3.18, N = 7SE +/- 1.27, N = 8SE +/- 1.55, N = 72995.562405.892394.821875.831831.761714.001707.651580.071509.021282.521075.07985.97778.99
OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 2070RTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106071421283531.5529.9029.9028.1126.4025.2425.0924.6923.5121.4920.9119.7014.09
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605001000150020002500Min: 2946.08 / Avg: 2995.56 / Max: 3029.89Min: 2357.86 / Avg: 2405.89 / Max: 2436.76Min: 2357.84 / Avg: 2394.82 / Max: 2416Min: 1866.17 / Avg: 1875.83 / Max: 1883.4Min: 1813.59 / Avg: 1831.76 / Max: 1842.59Min: 1700.29 / Avg: 1714 / Max: 1725.88Min: 1678.18 / Avg: 1707.65 / Max: 1727.65Min: 1567.09 / Avg: 1580.07 / Max: 1591.05Min: 1489.78 / Avg: 1509.02 / Max: 1517.64Min: 1271.28 / Avg: 1282.52 / Max: 1297.95Min: 1064.92 / Avg: 1075.07 / Max: 1087.55Min: 980.87 / Avg: 985.97 / Max: 991.2Min: 773.27 / Avg: 778.99 / Max: 784.56

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106050100150200250SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3243.50211.01208.22177.04159.34150.94148.55148.07137.81124.2799.4993.6178.97
OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3060 TiRTX 2080 SUPERRTX 3080GTX 1660 SUPERRTX 2080 TiRTX 2080RTX 2070TITAN RTXRTX 2060GTX 1060RTX 2070 SUPERRTX 2060 SUPERGTX 1660 Ti0.59851.1971.79552.3942.99252.662.091.941.741.651.641.551.531.491.491.461.371.32
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10604080120160200Min: 242.74 / Avg: 243.5 / Max: 243.94Min: 210.79 / Avg: 211.01 / Max: 211.42Min: 207.75 / Avg: 208.22 / Max: 208.69Min: 176.68 / Avg: 177.04 / Max: 177.44Min: 159.07 / Avg: 159.34 / Max: 159.62Min: 150.53 / Avg: 150.94 / Max: 151.36Min: 148.37 / Avg: 148.55 / Max: 148.69Min: 147.88 / Avg: 148.07 / Max: 148.38Min: 137.56 / Avg: 137.81 / Max: 138.21Min: 124.13 / Avg: 124.27 / Max: 124.4Min: 99.43 / Avg: 99.49 / Max: 99.58Min: 93.37 / Avg: 93.61 / Max: 93.82Min: 78.97 / Avg: 78.97 / Max: 78.97

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10602004006008001000SE +/- 2.17, N = 6SE +/- 0.56, N = 6SE +/- 1.90, N = 6SE +/- 0.90, N = 6SE +/- 0.40, N = 6SE +/- 0.60, N = 5SE +/- 0.88, N = 6SE +/- 0.20, N = 5SE +/- 0.34, N = 5SE +/- 0.32, N = 5SE +/- 0.27, N = 5SE +/- 0.24, N = 4SE +/- 0.32, N = 4975.56747.50718.51686.66587.72544.72498.24447.06416.15389.45299.07296.82226.15
OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 2080RTX 2070RTX 2070 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106036912159.368.307.717.046.566.186.126.035.145.104.994.783.48
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10602004006008001000Min: 966.08 / Avg: 975.56 / Max: 978.91Min: 745.18 / Avg: 747.5 / Max: 748.78Min: 713.74 / Avg: 718.51 / Max: 725.6Min: 684.22 / Avg: 686.66 / Max: 690.33Min: 586.39 / Avg: 587.72 / Max: 589.13Min: 543.08 / Avg: 544.72 / Max: 546.46Min: 494.9 / Avg: 498.24 / Max: 500.2Min: 446.35 / Avg: 447.06 / Max: 447.42Min: 415.17 / Avg: 416.15 / Max: 417.04Min: 388.43 / Avg: 389.45 / Max: 390.16Min: 298.26 / Avg: 299.07 / Max: 299.74Min: 296.21 / Avg: 296.82 / Max: 297.31Min: 225.52 / Avg: 226.15 / Max: 227.02

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 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 105.50, N = 3SE +/- 133.47, N = 3SE +/- 47.37, N = 3SE +/- 141.13, N = 3SE +/- 84.56, N = 3SE +/- 43.62, N = 3SE +/- 59.70, N = 3SE +/- 60.47, N = 3SE +/- 33.40, N = 3SE +/- 85.05, N = 3SE +/- 20.08, N = 3SE +/- 72.01, N = 3SE +/- 48.50, N = 3283892326922842210841791515758143321272311284102497324705159251. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2080TITAN RTXRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150120.64103.8594.3091.4482.8782.3777.6276.5068.8167.8761.3360.9355.11
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605K10K15K20K25KMin: 28179 / Avg: 28388.67 / Max: 28514Min: 23075 / Avg: 23269.33 / Max: 23525Min: 22758 / Avg: 22841.67 / Max: 22922Min: 20894 / Avg: 21084.33 / Max: 21360Min: 17825 / Avg: 17915 / Max: 18084Min: 15709 / Avg: 15758 / Max: 15845Min: 14264 / Avg: 14332 / Max: 14451Min: 12603 / Avg: 12723 / Max: 12796Min: 11235 / Avg: 11284.33 / Max: 11348Min: 10079 / Avg: 10248.67 / Max: 10344Min: 7297 / Avg: 7323.67 / Max: 7363Min: 6909 / Avg: 7050.67 / Max: 7144Min: 5841 / Avg: 5924.67 / Max: 60091. (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 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060140280420560700SE +/- 5.82, N = 9SE +/- 3.54, N = 8SE +/- 2.07, N = 8SE +/- 2.29, N = 8SE +/- 0.10, N = 8SE +/- 1.82, N = 7SE +/- 1.61, N = 8SE +/- 0.06, N = 8SE +/- 0.23, N = 7SE +/- 0.07, N = 7SE +/- 1.52, N = 7SE +/- 0.50, N = 6SE +/- 0.02, N = 5634.1540.7514.5434.4396.7394.2394.1393.5372.2297.3293.5235.4152.81. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2080 SUPERRTX 2070RTX 3060 TiRTX 2080 TiRTX 3080RTX 2080RTX 2070 SUPERRTX 2060 SUPERTITAN RTXGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 10601.19482.38963.58444.77925.9745.315.225.025.014.624.554.504.414.274.274.154.092.82
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060110220330440550Min: 605.9 / Avg: 634.08 / Max: 650.7Min: 518.2 / Avg: 540.68 / Max: 546Min: 504.9 / Avg: 514.45 / Max: 521.2Min: 419.4 / Avg: 434.4 / Max: 437.8Min: 396.5 / Avg: 396.73 / Max: 397.1Min: 384.1 / Avg: 394.24 / Max: 397Min: 386.5 / Avg: 394.13 / Max: 397.1Min: 393.1 / Avg: 393.49 / Max: 393.6Min: 371.3 / Avg: 372.17 / Max: 373.1Min: 297.1 / Avg: 297.31 / Max: 297.5Min: 287.2 / Avg: 293.46 / Max: 296.7Min: 234 / Avg: 235.42 / Max: 236.9Min: 152.7 / Avg: 152.76 / Max: 152.81. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3080TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060130260390520650SE +/- 2.78, N = 9SE +/- 1.51, N = 8SE +/- 1.82, N = 8SE +/- 0.03, N = 8SE +/- 2.08, N = 8SE +/- 1.71, N = 8SE +/- 0.27, N = 8SE +/- 1.89, N = 7SE +/- 0.28, N = 7SE +/- 0.38, N = 7SE +/- 1.33, N = 7SE +/- 0.26, N = 6SE +/- 0.36, N = 5615.3456.0445.4383.6344.1334.2328.4313.9311.8251.2230.0207.4147.41. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060 TiRTX 3080RTX 2070RTX 2080 SUPERRTX 2080RTX 2080 TiTITAN RTXRTX 2060 SUPERRTX 2070 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10601.0892.1783.2674.3565.4454.844.534.434.313.963.913.903.803.663.633.583.372.74
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3080TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060110220330440550Min: 594.3 / Avg: 615.33 / Max: 620.4Min: 450.8 / Avg: 456 / Max: 463.1Min: 433.7 / Avg: 445.35 / Max: 449.5Min: 383.5 / Avg: 383.63 / Max: 383.7Min: 332.4 / Avg: 344.13 / Max: 348.9Min: 326.3 / Avg: 334.23 / Max: 338.7Min: 327.3 / Avg: 328.38 / Max: 329.5Min: 305.2 / Avg: 313.91 / Max: 318.1Min: 310.7 / Avg: 311.77 / Max: 312.9Min: 249.9 / Avg: 251.19 / Max: 252.5Min: 226 / Avg: 230.01 / Max: 234.6Min: 206.8 / Avg: 207.38 / Max: 208.3Min: 146.4 / Avg: 147.38 / Max: 148.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiTITAN RTXRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 1.91, N = 9SE +/- 0.85, N = 8SE +/- 1.13, N = 8SE +/- 0.09, N = 8SE +/- 0.44, N = 8SE +/- 0.81, N = 8SE +/- 1.07, N = 7SE +/- 0.06, N = 8SE +/- 0.37, N = 7SE +/- 0.08, N = 7SE +/- 0.69, N = 7SE +/- 0.27, N = 6SE +/- 0.28, N = 5339.9320.8298.9298.2291.8288.5288.2284.5270.4239.0239.0197.2137.81. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060 TiRTX 2070RTX 2080 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERRTX 2080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 TiGTX 1060TITAN RTXRTX 30800.86631.73262.59893.46524.33153.853.823.773.493.493.483.423.393.383.052.592.582.52
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiTITAN RTXRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106060120180240300Min: 330.2 / Avg: 339.89 / Max: 345Min: 316 / Avg: 320.75 / Max: 323Min: 293.8 / Avg: 298.9 / Max: 301.1Min: 297.8 / Avg: 298.2 / Max: 298.6Min: 290.6 / Avg: 291.81 / Max: 293.6Min: 284.8 / Avg: 288.46 / Max: 290.2Min: 284.7 / Avg: 288.24 / Max: 291.7Min: 284.3 / Avg: 284.5 / Max: 284.7Min: 268.8 / Avg: 270.37 / Max: 271.3Min: 238.8 / Avg: 238.96 / Max: 239.2Min: 234.9 / Avg: 238.99 / Max: 240.1Min: 196.5 / Avg: 197.18 / Max: 198.1Min: 137.2 / Avg: 137.8 / Max: 138.51. (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 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060100M200M300M400M500MSE +/- 2727377.34, N = 10SE +/- 2676982.40, N = 9SE +/- 1875555.71, N = 9SE +/- 1757515.78, N = 9SE +/- 2274447.08, N = 9SE +/- 1273824.38, N = 9SE +/- 1098102.02, N = 8SE +/- 552442.28, N = 8SE +/- 2576635.94, N = 9SE +/- 387178.22, N = 8SE +/- 545279.65, N = 7SE +/- 615153.65, N = 7SE +/- 458649.89, N = 5446864473.4443646920.9401282795.2363715438.9341286781.7316276201.0280144899.1278997773.1262260550.6247283060.7198638055.8197542242.7128084240.31. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERRTX 3080GTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1060900K1800K2700K3600K4500K4140168.013682880.253502262.873434300.753349006.113316968.863284888.703127589.373061658.832826824.402790140.782676263.231890713.65
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106080M160M240M320M400MMin: 436980116.6 / Avg: 446864473.44 / Max: 466632721.1Min: 430559584.5 / Avg: 443646920.86 / Max: 454339710.9Min: 392013325.3 / Avg: 401282795.17 / Max: 409221222.5Min: 356670350.7 / Avg: 363715438.92 / Max: 371441441.2Min: 330793452.2 / Avg: 341286781.71 / Max: 351390457Min: 311250676.4 / Avg: 316276200.96 / Max: 324129243.4Min: 277470972.8 / Avg: 280144899.08 / Max: 286503328.6Min: 276653957 / Avg: 278997773.05 / Max: 280911117.6Min: 243708600.8 / Avg: 262260550.63 / Max: 269853251.7Min: 245613517.9 / Avg: 247283060.65 / Max: 248841236.2Min: 196944289.8 / Avg: 198638055.79 / Max: 201007827.1Min: 194882495.5 / Avg: 197542242.73 / Max: 199685950Min: 126500454.5 / Avg: 128084240.26 / Max: 129286724.41. (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 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 106020406080100SE +/- 0.46, N = 12SE +/- 0.35, N = 15SE +/- 0.39, N = 12SE +/- 0.60, N = 11SE +/- 0.44, N = 11SE +/- 0.23, N = 12SE +/- 0.35, N = 11SE +/- 0.23, N = 11SE +/- 0.34, N = 11SE +/- 0.29, N = 11SE +/- 0.28, N = 11SE +/- 0.22, N = 11SE +/- 0.50, N = 1178.6177.9577.1176.2776.1375.8375.7475.0972.8372.3368.7168.6161.731. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1660 TiRTX 2070GTX 1660 SUPERRTX 2060RTX 3060 TiRTX 2080 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080GTX 1060RTX 3080TITAN RTX0.52651.0531.57952.1062.63252.342.312.142.031.941.851.781.771.741.711.581.201.13
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRTX 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10601530456075Min: 75.61 / Avg: 78.61 / Max: 81.21Min: 73.65 / Avg: 77.95 / Max: 79.58Min: 74.59 / Avg: 77.11 / Max: 79.47Min: 71.15 / Avg: 76.27 / Max: 78.47Min: 73.77 / Avg: 76.13 / Max: 79.25Min: 74.5 / Avg: 75.83 / Max: 77.29Min: 73.76 / Avg: 75.74 / Max: 78.22Min: 73.9 / Avg: 75.09 / Max: 76.24Min: 70.53 / Avg: 72.83 / Max: 74.35Min: 70.68 / Avg: 72.33 / Max: 73.79Min: 67.29 / Avg: 68.71 / Max: 70.02Min: 67.25 / Avg: 68.61 / Max: 69.82Min: 57.7 / Avg: 61.73 / Max: 63.791. (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 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.20, N = 31722402472563253423523734024797648331064
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000Min: 239 / Avg: 240 / Max: 241Min: 373 / Avg: 373.33 / Max: 374Min: 402 / Avg: 402.33 / Max: 403Min: 478 / Avg: 478.67 / Max: 480Min: 764 / Avg: 764.33 / Max: 765Min: 831 / Avg: 833.33 / Max: 837Min: 1062 / Avg: 1063.67 / Max: 1066

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 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10604080120160200SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 2.52, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 2.63, N = 15SE +/- 3.22, N = 1214.9618.0619.8321.2626.3926.4129.5331.9633.8737.3578.2683.09170.15
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150Min: 12.27 / Avg: 14.96 / Max: 51.52Min: 18.03 / Avg: 18.06 / Max: 18.1Min: 19.8 / Avg: 19.83 / Max: 19.87Min: 21.18 / Avg: 21.26 / Max: 21.36Min: 26.36 / Avg: 26.39 / Max: 26.42Min: 26.4 / Avg: 26.41 / Max: 26.41Min: 26.98 / Avg: 29.53 / Max: 64.75Min: 31.94 / Avg: 31.96 / Max: 31.98Min: 33.8 / Avg: 33.87 / Max: 33.99Min: 37.34 / Avg: 37.35 / Max: 37.37Min: 78.2 / Avg: 78.26 / Max: 78.34Min: 80.26 / Avg: 83.09 / Max: 119.93Min: 166.72 / Avg: 170.15 / Max: 205.6

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600SE +/- 0.07, N = 3SE +/- 0.76, N = 3SE +/- 0.13, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 1.38, N = 3SE +/- 1.47, N = 3SE +/- 0.04, N = 341.2955.9573.9182.3182.6087.2690.51147.16149.31154.25270.19281.98548.35
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060100200300400500Min: 41.17 / Avg: 41.29 / Max: 41.42Min: 54.43 / Avg: 55.95 / Max: 56.85Min: 73.66 / Avg: 73.91 / Max: 74.04Min: 81.67 / Avg: 82.31 / Max: 82.81Min: 82.43 / Avg: 82.6 / Max: 82.76Min: 87.04 / Avg: 87.26 / Max: 87.38Min: 90.41 / Avg: 90.51 / Max: 90.61Min: 147.11 / Avg: 147.16 / Max: 147.23Min: 148.65 / Avg: 149.31 / Max: 149.65Min: 153.66 / Avg: 154.25 / Max: 154.56Min: 268.5 / Avg: 270.19 / Max: 272.92Min: 279.38 / Avg: 281.98 / Max: 284.46Min: 548.31 / Avg: 548.35 / Max: 548.42

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 322.7333.0935.1237.2443.5745.9848.8458.1763.2268.22165.55168.18344.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106060120180240300Min: 22.66 / Avg: 22.73 / Max: 22.82Min: 33.05 / Avg: 33.09 / Max: 33.12Min: 34.93 / Avg: 35.12 / Max: 35.37Min: 37.23 / Avg: 37.24 / Max: 37.25Min: 43.53 / Avg: 43.57 / Max: 43.63Min: 45.94 / Avg: 45.98 / Max: 46.02Min: 48.83 / Avg: 48.84 / Max: 48.86Min: 58.1 / Avg: 58.17 / Max: 58.22Min: 62.99 / Avg: 63.22 / Max: 63.54Min: 68.14 / Avg: 68.22 / Max: 68.26Min: 165.42 / Avg: 165.55 / Max: 165.77Min: 168.03 / Avg: 168.18 / Max: 168.33Min: 344.07 / Avg: 344.25 / Max: 344.37

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.67, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 359.1486.20104.80114.00130.28135.02135.34198.24209.05210.22476.55489.37973.87
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000Min: 59.03 / Avg: 59.14 / Max: 59.22Min: 86.08 / Avg: 86.2 / Max: 86.29Min: 104.42 / Avg: 104.8 / Max: 105Min: 112.69 / Avg: 114 / Max: 114.95Min: 130.2 / Avg: 130.28 / Max: 130.39Min: 134.91 / Avg: 135.02 / Max: 135.08Min: 135.22 / Avg: 135.34 / Max: 135.47Min: 198.04 / Avg: 198.24 / Max: 198.35Min: 208.84 / Avg: 209.05 / Max: 209.45Min: 209.9 / Avg: 210.22 / Max: 210.49Min: 475.72 / Avg: 476.55 / Max: 477.87Min: 489.11 / Avg: 489.37 / Max: 489.72Min: 973.65 / Avg: 973.87 / Max: 974.03

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERTITAN RTXRTX 2060RTX 2070RTX 2060 SUPERGTX 1660 SUPERGTX 1660 Ti6001200180024003000SE +/- 0.76, N = 3SE +/- 1.52, N = 3SE +/- 1.60, N = 3SE +/- 0.11, N = 3SE +/- 0.64, N = 3SE +/- 0.49, N = 3SE +/- 1.43, N = 3SE +/- 4.43, N = 3SE +/- 1.58, N = 3SE +/- 3.65, N = 3SE +/- 0.53, N = 3SE +/- 8.92, N = 3458.51581.54902.94917.27974.801002.411002.971783.161803.971877.552593.952732.32
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERTITAN RTXRTX 2060RTX 2070RTX 2060 SUPERGTX 1660 SUPERGTX 1660 Ti5001000150020002500Min: 457.07 / Avg: 458.51 / Max: 459.64Min: 578.53 / Avg: 581.54 / Max: 583.46Min: 899.93 / Avg: 902.94 / Max: 905.39Min: 917.06 / Avg: 917.27 / Max: 917.42Min: 973.76 / Avg: 974.8 / Max: 975.96Min: 1001.59 / Avg: 1002.41 / Max: 1003.27Min: 1000.12 / Avg: 1002.97 / Max: 1004.61Min: 1778.67 / Avg: 1783.16 / Max: 1792.02Min: 1801 / Avg: 1803.97 / Max: 1806.39Min: 1870.56 / Avg: 1877.55 / Max: 1882.88Min: 2592.89 / Avg: 2593.95 / Max: 2594.53Min: 2722.28 / Avg: 2732.32 / Max: 2750.12

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 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106011K22K33K44K55KSE +/- 166.79, N = 3SE +/- 82.79, N = 3SE +/- 118.84, N = 3SE +/- 25.15, N = 3SE +/- 53.90, N = 3SE +/- 62.43, N = 3SE +/- 58.08, N = 3SE +/- 10.04, N = 3SE +/- 51.26, N = 3SE +/- 27.14, N = 3SE +/- 34.18, N = 3SE +/- 14.84, N = 3SE +/- 4.67, N = 349631373843693332065307202856427682266002497520883184501709712788
OpenBenchmarking.orgBenchmark Score Per Watt, More Is BetterVkFFT 2020-09-29RTX 3080RTX 3060 TiRTX 2080 TiRTX 2070RTX 2080 SUPERRTX 2070 SUPERTITAN RTXRTX 2080RTX 2060 SUPERGTX 1660 TiRTX 2060GTX 1660 SUPERGTX 106070140210280350329.04328.58287.99286.99281.33264.03261.32253.77250.53241.67235.12227.18188.54
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10609K18K27K36K45KMin: 49453 / Avg: 49630.67 / Max: 49964Min: 37219 / Avg: 37383.67 / Max: 37481Min: 36721 / Avg: 36933.33 / Max: 37132Min: 32028 / Avg: 32065 / Max: 32113Min: 30612 / Avg: 30719.67 / Max: 30778Min: 28459 / Avg: 28564 / Max: 28675Min: 27588 / Avg: 27681.67 / Max: 27788Min: 26587 / Avg: 26600.33 / Max: 26620Min: 24915 / Avg: 24975 / Max: 25077Min: 20835 / Avg: 20882.67 / Max: 20929Min: 18410 / Avg: 18450 / Max: 18518Min: 17073 / Avg: 17096.67 / Max: 17124Min: 12781 / Avg: 12788.33 / Max: 12797

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 2080 TiRTX 3060 TiRTX 3080RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.08, N = 15SE +/- 0.06, N = 3SE +/- 0.14, N = 12SE +/- 0.03, N = 3SE +/- 0.09, N = 15SE +/- 0.06, N = 15SE +/- 0.05, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.08, N = 15SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 33.873.964.074.184.204.294.584.755.055.355.416.057.70MIN: 3.51 / MAX: 45MIN: 3.54 / MAX: 39.83MIN: 3.22 / MAX: 44.48MIN: 3.93 / MAX: 24.5MIN: 3.67 / MAX: 44.19MIN: 3.78 / MAX: 44.36MIN: 4.01 / MAX: 44.45MIN: 4.19 / MAX: 44.66MIN: 3.57 / MAX: 45.5MIN: 4.46 / MAX: 45.32MIN: 4.02 / MAX: 50.12MIN: 4.56 / MAX: 53.55MIN: 6.82 / MAX: 48.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetRTX 2080 TiRTX 3060 TiRTX 3080RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 10603691215Min: 3.64 / Avg: 3.87 / Max: 4.76Min: 3.86 / Avg: 3.96 / Max: 4.07Min: 3.51 / Avg: 4.07 / Max: 4.89Min: 4.14 / Avg: 4.18 / Max: 4.23Min: 3.82 / Avg: 4.2 / Max: 4.83Min: 3.92 / Avg: 4.29 / Max: 4.79Min: 4.49 / Avg: 4.58 / Max: 4.66Min: 4.32 / Avg: 4.75 / Max: 5.2Min: 4.78 / Avg: 5.05 / Max: 5.33Min: 4.87 / Avg: 5.35 / Max: 5.82Min: 5.28 / Avg: 5.41 / Max: 5.48Min: 5.88 / Avg: 6.05 / Max: 6.15Min: 7.55 / Avg: 7.7 / Max: 7.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060RTX 3080TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 10601.2962.5923.8885.1846.48SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.25, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 12SE +/- 0.06, N = 15SE +/- 0.09, N = 14SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 34.024.064.094.164.234.274.434.454.664.674.955.305.76MIN: 3.43 / MAX: 41.82MIN: 3.52 / MAX: 43.97MIN: 3.61 / MAX: 44.2MIN: 3.6 / MAX: 40.3MIN: 3.74 / MAX: 37.61MIN: 3.75 / MAX: 35.37MIN: 3.89 / MAX: 42.29MIN: 3.5 / MAX: 45.01MIN: 3.42 / MAX: 47.76MIN: 4.11 / MAX: 40.05MIN: 3.79 / MAX: 37.73MIN: 4.07 / MAX: 36.52MIN: 5 / MAX: 36.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060RTX 3080TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 1060246810Min: 3.57 / Avg: 4.02 / Max: 4.46Min: 3.67 / Avg: 4.06 / Max: 4.67Min: 3.71 / Avg: 4.09 / Max: 4.57Min: 3.76 / Avg: 4.16 / Max: 4.72Min: 4.15 / Avg: 4.23 / Max: 4.31Min: 4.26 / Avg: 4.27 / Max: 4.29Min: 4.07 / Avg: 4.43 / Max: 4.95Min: 3.94 / Avg: 4.45 / Max: 4.73Min: 4.03 / Avg: 4.66 / Max: 4.95Min: 4.24 / Avg: 4.67 / Max: 5.3Min: 4.85 / Avg: 4.95 / Max: 5.12Min: 5.16 / Avg: 5.3 / Max: 5.42Min: 5.59 / Avg: 5.76 / Max: 5.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2080 TiGTX 1660 SUPERRTX 2070RTX 2060RTX 2060 SUPERRTX 3080RTX 3060 TiTITAN RTXGTX 1660 TiGTX 10600.47480.94961.42441.89922.374SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 3SE +/- 0.06, N = 12SE +/- 0.12, N = 3SE +/- 0.07, N = 15SE +/- 0.16, N = 3SE +/- 0.09, N = 31.371.381.461.511.531.541.561.721.731.741.751.842.11MIN: 1.28 / MAX: 18.03MIN: 1.31 / MAX: 5.51MIN: 1.33 / MAX: 17.85MIN: 1.29 / MAX: 18.36MIN: 1.42 / MAX: 21.24MIN: 1.38 / MAX: 17.92MIN: 1.39 / MAX: 19.37MIN: 1.36 / MAX: 15.12MIN: 1.4 / MAX: 22.34MIN: 1.5 / MAX: 17.99MIN: 1.3 / MAX: 20.67MIN: 1.44 / MAX: 19.14MIN: 1.91 / MAX: 19.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2080 TiGTX 1660 SUPERRTX 2070RTX 2060RTX 2060 SUPERRTX 3080RTX 3060 TiTITAN RTXGTX 1660 TiGTX 1060246810Min: 1.31 / Avg: 1.37 / Max: 1.72Min: 1.35 / Avg: 1.38 / Max: 1.4Min: 1.38 / Avg: 1.46 / Max: 1.72Min: 1.32 / Avg: 1.51 / Max: 2.04Min: 1.44 / Avg: 1.53 / Max: 1.9Min: 1.39 / Avg: 1.54 / Max: 1.85Min: 1.41 / Avg: 1.56 / Max: 2.22Min: 1.62 / Avg: 1.72 / Max: 1.86Min: 1.52 / Avg: 1.73 / Max: 2Min: 1.62 / Avg: 1.74 / Max: 1.97Min: 1.55 / Avg: 1.75 / Max: 2.37Min: 1.67 / Avg: 1.84 / Max: 2.17Min: 1.96 / Avg: 2.11 / Max: 2.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2070RTX 2080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 3060 TiRTX 2060GTX 1660 SUPERRTX 2060 SUPERRTX 3080GTX 1660 TiTITAN RTXGTX 10600.55581.11161.66742.22322.779SE +/- 0.01, N = 3SE +/- 0.04, N = 15SE +/- 0.12, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 12SE +/- 0.13, N = 3SE +/- 0.07, N = 15SE +/- 0.13, N = 31.641.641.711.751.761.761.811.821.891.982.102.112.47MIN: 1.61 / MAX: 2.65MIN: 1.53 / MAX: 18.23MIN: 1.55 / MAX: 19.3MIN: 1.57 / MAX: 17.89MIN: 1.52 / MAX: 21.3MIN: 1.73 / MAX: 3.1MIN: 1.61 / MAX: 18.64MIN: 1.63 / MAX: 22.45MIN: 1.58 / MAX: 9.02MIN: 1.65 / MAX: 17.98MIN: 1.66 / MAX: 16.77MIN: 1.55 / MAX: 19.9MIN: 2.28 / MAX: 17.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2070RTX 2080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 3060 TiRTX 2060GTX 1660 SUPERRTX 2060 SUPERRTX 3080GTX 1660 TiTITAN RTXGTX 1060246810Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.57 / Avg: 1.64 / Max: 2.11Min: 1.57 / Avg: 1.71 / Max: 1.94Min: 1.62 / Avg: 1.75 / Max: 2.22Min: 1.54 / Avg: 1.76 / Max: 2.05Min: 1.75 / Avg: 1.76 / Max: 1.77Min: 1.65 / Avg: 1.81 / Max: 2.42Min: 1.66 / Avg: 1.82 / Max: 2.19Min: 1.85 / Avg: 1.89 / Max: 1.97Min: 1.78 / Avg: 1.98 / Max: 2.42Min: 1.89 / Avg: 2.1 / Max: 2.34Min: 1.85 / Avg: 2.11 / Max: 2.66Min: 2.31 / Avg: 2.47 / Max: 2.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RTX 2070RTX 2080 SUPERGTX 1660 SUPERRTX 2080 TiRTX 2070 SUPERRTX 3060 TiRTX 2060RTX 2080RTX 3080GTX 1660 TiTITAN RTXRTX 2060 SUPERGTX 10600.40050.8011.20151.6022.0025SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.07, N = 15SE +/- 0.22, N = 3SE +/- 0.10, N = 31.261.321.331.341.361.361.371.371.541.561.621.631.78MIN: 1.24 / MAX: 1.92MIN: 1.16 / MAX: 20.88MIN: 1.24 / MAX: 18.01MIN: 1.18 / MAX: 20.07MIN: 1.2 / MAX: 17.51MIN: 1.29 / MAX: 15.72MIN: 1.23 / MAX: 22.22MIN: 1.21 / MAX: 18.01MIN: 1.25 / MAX: 19.9MIN: 1.26 / MAX: 21.01MIN: 1.19 / MAX: 20.26MIN: 1.21 / MAX: 20.82MIN: 1.51 / MAX: 11.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RTX 2070RTX 2080 SUPERGTX 1660 SUPERRTX 2080 TiRTX 2070 SUPERRTX 3060 TiRTX 2060RTX 2080RTX 3080GTX 1660 TiTITAN RTXRTX 2060 SUPERGTX 1060246810Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.19 / Avg: 1.32 / Max: 1.99Min: 1.28 / Avg: 1.33 / Max: 1.74Min: 1.2 / Avg: 1.34 / Max: 2.16Min: 1.21 / Avg: 1.36 / Max: 1.63Min: 1.31 / Avg: 1.36 / Max: 1.44Min: 1.26 / Avg: 1.37 / Max: 1.7Min: 1.23 / Avg: 1.37 / Max: 2.02Min: 1.31 / Avg: 1.54 / Max: 1.92Min: 1.51 / Avg: 1.56 / Max: 1.61Min: 1.41 / Avg: 1.62 / Max: 2.12Min: 1.41 / Avg: 1.63 / Max: 2.06Min: 1.59 / Avg: 1.78 / Max: 1.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRTX 2080 TiRTX 2080RTX 2080 SUPERRTX 2070RTX 2060GTX 1660 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 3060 TiRTX 3080GTX 1660 TiTITAN RTXGTX 10600.51531.03061.54592.06122.5765SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.05, N = 15SE +/- 0.11, N = 3SE +/- 0.07, N = 15SE +/- 0.06, N = 15SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 2SE +/- 0.06, N = 12SE +/- 0.04, N = 3SE +/- 0.05, N = 14SE +/- 0.17, N = 21.491.501.521.561.631.661.661.721.771.801.811.892.29MIN: 1.35 / MAX: 19.31MIN: 1.4 / MAX: 17.79MIN: 1.34 / MAX: 19.22MIN: 1.44 / MAX: 20.92MIN: 1.45 / MAX: 19.28MIN: 1.46 / MAX: 19.39MIN: 1.37 / MAX: 17.88MIN: 1.42 / MAX: 8.94MIN: 1.6 / MAX: 22.35MIN: 1.49 / MAX: 19.5MIN: 1.49 / MAX: 18.94MIN: 1.37 / MAX: 19.83MIN: 2.01 / MAX: 18.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRTX 2080 TiRTX 2080RTX 2080 SUPERRTX 2070RTX 2060GTX 1660 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 3060 TiRTX 3080GTX 1660 TiTITAN RTXGTX 1060246810Min: 1.39 / Avg: 1.49 / Max: 1.86Min: 1.42 / Avg: 1.5 / Max: 1.84Min: 1.38 / Avg: 1.52 / Max: 1.87Min: 1.45 / Avg: 1.56 / Max: 1.77Min: 1.47 / Avg: 1.63 / Max: 2.4Min: 1.5 / Avg: 1.66 / Max: 2.28Min: 1.4 / Avg: 1.66 / Max: 1.84Min: 1.68 / Avg: 1.72 / Max: 1.75Min: 1.63 / Avg: 1.77 / Max: 1.91Min: 1.65 / Avg: 1.8 / Max: 2.37Min: 1.77 / Avg: 1.81 / Max: 1.9Min: 1.71 / Avg: 1.89 / Max: 2.32Min: 2.12 / Avg: 2.29 / Max: 2.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RTX 2080 SUPERRTX 2080RTX 2080 TiRTX 2070 SUPERRTX 2070GTX 1660 SUPERRTX 2060RTX 3060 TiRTX 3080TITAN RTXRTX 2060 SUPERGTX 1660 TiGTX 10600.8461.6922.5383.3844.23SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.13, N = 3SE +/- 0.11, N = 12SE +/- 0.06, N = 15SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 32.612.662.732.762.792.882.923.033.133.333.353.633.76MIN: 2.42 / MAX: 20.41MIN: 2.53 / MAX: 22.5MIN: 2.45 / MAX: 21.05MIN: 2.48 / MAX: 17.56MIN: 2.6 / MAX: 19.01MIN: 2.62 / MAX: 21.44MIN: 2.59 / MAX: 22.74MIN: 2.72 / MAX: 20.75MIN: 2.61 / MAX: 20.61MIN: 2.48 / MAX: 22.5MIN: 2.54 / MAX: 22.25MIN: 2.65 / MAX: 22.19MIN: 3.48 / MAX: 21.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RTX 2080 SUPERRTX 2080RTX 2080 TiRTX 2070 SUPERRTX 2070GTX 1660 SUPERRTX 2060RTX 3060 TiRTX 3080TITAN RTXRTX 2060 SUPERGTX 1660 TiGTX 1060246810Min: 2.46 / Avg: 2.61 / Max: 3.08Min: 2.56 / Avg: 2.66 / Max: 3.2Min: 2.49 / Avg: 2.73 / Max: 3.23Min: 2.54 / Avg: 2.76 / Max: 2.92Min: 2.63 / Avg: 2.79 / Max: 3.03Min: 2.66 / Avg: 2.88 / Max: 3.25Min: 2.64 / Avg: 2.92 / Max: 3.33Min: 2.78 / Avg: 3.03 / Max: 3.16Min: 2.89 / Avg: 3.13 / Max: 4.2Min: 2.88 / Avg: 3.33 / Max: 3.7Min: 3.15 / Avg: 3.35 / Max: 3.46Min: 3.57 / Avg: 3.63 / Max: 3.7Min: 3.64 / Avg: 3.76 / Max: 3.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRTX 2070RTX 2080RTX 2070 SUPERRTX 2080 SUPERRTX 3060 TiGTX 1660 SUPERRTX 3080RTX 2060RTX 2080 TiGTX 1660 TiRTX 2060 SUPERGTX 1060TITAN RTX0.18230.36460.54690.72920.9115SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 12SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 150.580.610.630.630.630.640.640.670.680.720.720.800.81MIN: 0.57 / MAX: 0.84MIN: 0.54 / MAX: 21.62MIN: 0.56 / MAX: 20.82MIN: 0.54 / MAX: 27.09MIN: 0.57 / MAX: 9MIN: 0.56 / MAX: 26.92MIN: 0.51 / MAX: 30.84MIN: 0.56 / MAX: 23.74MIN: 0.52 / MAX: 27.01MIN: 0.57 / MAX: 6.28MIN: 0.55 / MAX: 7.89MIN: 0.63 / MAX: 19.93MIN: 0.51 / MAX: 27.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRTX 2070RTX 2080RTX 2070 SUPERRTX 2080 SUPERRTX 3060 TiGTX 1660 SUPERRTX 3080RTX 2060RTX 2080 TiGTX 1660 TiRTX 2060 SUPERGTX 1060TITAN RTX246810Min: 0.57 / Avg: 0.58 / Max: 0.59Min: 0.57 / Avg: 0.61 / Max: 0.78Min: 0.59 / Avg: 0.63 / Max: 0.71Min: 0.55 / Avg: 0.63 / Max: 0.94Min: 0.6 / Avg: 0.63 / Max: 0.68Min: 0.58 / Avg: 0.64 / Max: 1.15Min: 0.58 / Avg: 0.64 / Max: 0.8Min: 0.58 / Avg: 0.67 / Max: 1.26Min: 0.54 / Avg: 0.68 / Max: 1.13Min: 0.71 / Avg: 0.72 / Max: 0.72Min: 0.69 / Avg: 0.72 / Max: 0.75Min: 0.66 / Avg: 0.8 / Max: 1.06Min: 0.66 / Avg: 0.81 / Max: 1.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060TITAN RTXRTX 3080GTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 10601.19482.38963.58444.77925.974SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 15SE +/- 0.09, N = 12SE +/- 0.07, N = 15SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 33.103.123.233.293.433.443.573.733.883.934.164.335.31MIN: 2.84 / MAX: 21.01MIN: 2.89 / MAX: 20.85MIN: 3.02 / MAX: 18.59MIN: 3.03 / MAX: 22.52MIN: 3.19 / MAX: 21.25MIN: 3.41 / MAX: 3.96MIN: 3.3 / MAX: 22.32MIN: 2.87 / MAX: 23.31MIN: 3.16 / MAX: 22.34MIN: 3.5 / MAX: 21.95MIN: 3.15 / MAX: 21.29MIN: 3.53 / MAX: 24.2MIN: 4.95 / MAX: 24.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060TITAN RTXRTX 3080GTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 1060246810Min: 2.89 / Avg: 3.1 / Max: 3.58Min: 2.94 / Avg: 3.12 / Max: 3.42Min: 3.05 / Avg: 3.23 / Max: 3.44Min: 3.05 / Avg: 3.29 / Max: 3.57Min: 3.21 / Avg: 3.43 / Max: 3.56Min: 3.43 / Avg: 3.44 / Max: 3.45Min: 3.34 / Avg: 3.57 / Max: 4.07Min: 3.35 / Avg: 3.73 / Max: 4.2Min: 3.47 / Avg: 3.88 / Max: 4.49Min: 3.57 / Avg: 3.93 / Max: 4.42Min: 4.05 / Avg: 4.16 / Max: 4.27Min: 4.03 / Avg: 4.33 / Max: 4.53Min: 5.21 / Avg: 5.31 / Max: 5.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025SE +/- 0.07, N = 12SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.14, N = 3SE +/- 0.04, N = 34.715.686.026.287.447.698.208.969.8510.3213.9715.0918.54MIN: 4 / MAX: 20.55MIN: 5 / MAX: 27.84MIN: 5.48 / MAX: 23.38MIN: 4.88 / MAX: 25.09MIN: 6.29 / MAX: 26.19MIN: 6.57 / MAX: 26.43MIN: 6.99 / MAX: 25.35MIN: 7.8 / MAX: 24.64MIN: 8.27 / MAX: 27.4MIN: 9.24 / MAX: 31.92MIN: 11.92 / MAX: 39.63MIN: 12.16 / MAX: 32.96MIN: 17.62 / MAX: 31.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025Min: 4.36 / Avg: 4.71 / Max: 5.34Min: 5.39 / Avg: 5.68 / Max: 6.11Min: 5.96 / Avg: 6.02 / Max: 6.09Min: 6.09 / Avg: 6.28 / Max: 6.5Min: 7.08 / Avg: 7.44 / Max: 7.85Min: 7.47 / Avg: 7.69 / Max: 8.05Min: 8.14 / Avg: 8.2 / Max: 8.28Min: 8.85 / Avg: 8.96 / Max: 9.09Min: 9.64 / Avg: 9.85 / Max: 9.96Min: 10.03 / Avg: 10.32 / Max: 10.65Min: 13.7 / Avg: 13.97 / Max: 14.16Min: 14.85 / Avg: 15.09 / Max: 15.35Min: 18.46 / Avg: 18.54 / Max: 18.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiTITAN RTXRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10600.73351.4672.20052.9343.6675SE +/- 0.02, N = 15SE +/- 0.01, N = 11SE +/- 0.04, N = 13SE +/- 0.03, N = 14SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 14SE +/- 0.02, N = 2SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.19, N = 31.301.311.521.551.661.701.731.741.911.982.322.383.26MIN: 1.22 / MAX: 20.6MIN: 1.18 / MAX: 9.46MIN: 1.39 / MAX: 15.39MIN: 1.44 / MAX: 18.28MIN: 1.52 / MAX: 18.57MIN: 1.36 / MAX: 19.31MIN: 1.22 / MAX: 19.76MIN: 1.62 / MAX: 17.79MIN: 1.62 / MAX: 7.23MIN: 1.8 / MAX: 19.93MIN: 2.11 / MAX: 25.13MIN: 2.08 / MAX: 9.06MIN: 2.96 / MAX: 19.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiTITAN RTXRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810Min: 1.24 / Avg: 1.3 / Max: 1.57Min: 1.24 / Avg: 1.31 / Max: 1.39Min: 1.42 / Avg: 1.52 / Max: 1.87Min: 1.49 / Avg: 1.55 / Max: 1.92Min: 1.55 / Avg: 1.66 / Max: 1.76Min: 1.39 / Avg: 1.7 / Max: 1.87Min: 1.43 / Avg: 1.73 / Max: 2.2Min: 1.89 / Avg: 1.91 / Max: 1.93Min: 1.85 / Avg: 1.98 / Max: 2.29Min: 2.13 / Avg: 2.32 / Max: 2.59Min: 2.36 / Avg: 2.38 / Max: 2.43Min: 3.03 / Avg: 3.26 / Max: 3.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3060 TiRTX 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2070 SUPERRTX 2070RTX 2080RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10601.22632.45263.67894.90526.1315SE +/- 0.03, N = 3SE +/- 0.07, N = 15SE +/- 0.11, N = 11SE +/- 0.03, N = 15SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 15SE +/- 0.20, N = 3SE +/- 0.06, N = 15SE +/- 0.18, N = 3SE +/- 0.08, N = 31.651.721.821.961.962.002.142.212.562.803.043.555.45MIN: 1.57 / MAX: 16.93MIN: 1.47 / MAX: 22.17MIN: 1.4 / MAX: 22.36MIN: 1.61 / MAX: 19.29MIN: 1.49 / MAX: 22.41MIN: 1.74 / MAX: 2.9MIN: 1.83 / MAX: 17.66MIN: 1.72 / MAX: 22.49MIN: 2.18 / MAX: 22.08MIN: 1.81 / MAX: 26MIN: 2.39 / MAX: 19.77MIN: 2.36 / MAX: 22.1MIN: 4.92 / MAX: 21.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3060 TiRTX 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2070 SUPERRTX 2070RTX 2080RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060246810Min: 1.59 / Avg: 1.65 / Max: 1.69Min: 1.53 / Avg: 1.72 / Max: 2.52Min: 1.49 / Avg: 1.82 / Max: 2.5Min: 1.82 / Avg: 1.96 / Max: 2.26Min: 1.74 / Avg: 1.96 / Max: 2.43Min: 1.99 / Avg: 2 / Max: 2.01Min: 2.1 / Avg: 2.14 / Max: 2.21Min: 1.94 / Avg: 2.21 / Max: 2.88Min: 2.34 / Avg: 2.56 / Max: 3.31Min: 2.39 / Avg: 2.8 / Max: 3.04Min: 2.87 / Avg: 3.04 / Max: 3.69Min: 3.2 / Avg: 3.55 / Max: 3.78Min: 5.31 / Avg: 5.45 / Max: 5.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERTITAN RTXRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.08, N = 15SE +/- 0.07, N = 12SE +/- 0.07, N = 14SE +/- 0.07, N = 15SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.15, N = 33.303.513.523.723.723.843.883.934.434.655.256.037.62MIN: 2.94 / MAX: 22.59MIN: 2.98 / MAX: 20.05MIN: 3.25 / MAX: 21.15MIN: 3.38 / MAX: 22.49MIN: 3.41 / MAX: 21.31MIN: 3.47 / MAX: 18.13MIN: 2.96 / MAX: 22.65MIN: 3.73 / MAX: 21.52MIN: 4.07 / MAX: 22.33MIN: 3.72 / MAX: 21.74MIN: 4.76 / MAX: 22.66MIN: 4.75 / MAX: 21.46MIN: 7.05 / MAX: 23.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERTITAN RTXRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 2.96 / Avg: 3.3 / Max: 3.88Min: 3.28 / Avg: 3.51 / Max: 4.17Min: 3.32 / Avg: 3.52 / Max: 4.3Min: 3.41 / Avg: 3.72 / Max: 4.39Min: 3.54 / Avg: 3.72 / Max: 3.81Min: 3.56 / Avg: 3.84 / Max: 4.31Min: 3.37 / Avg: 3.88 / Max: 4.28Min: 3.86 / Avg: 3.93 / Max: 4.08Min: 4.18 / Avg: 4.43 / Max: 4.99Min: 4.6 / Avg: 4.65 / Max: 4.72Min: 4.9 / Avg: 5.25 / Max: 5.54Min: 5.89 / Avg: 6.03 / Max: 6.1Min: 7.44 / Avg: 7.62 / Max: 7.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.05, N = 12SE +/- 0.05, N = 15SE +/- 0.05, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 15SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.14, N = 3SE +/- 0.08, N = 15SE +/- 0.17, N = 3SE +/- 0.13, N = 36.506.536.567.027.077.197.277.477.848.548.589.309.87MIN: 5.43 / MAX: 43.21MIN: 5.8 / MAX: 39.76MIN: 5.89 / MAX: 39.85MIN: 6.22 / MAX: 40.65MIN: 6.15 / MAX: 40.21MIN: 6.45 / MAX: 39.21MIN: 6.66 / MAX: 39.39MIN: 5.76 / MAX: 49.68MIN: 6.94 / MAX: 43.56MIN: 6.69 / MAX: 41.56MIN: 7.66 / MAX: 46.65MIN: 7.65 / MAX: 39.63MIN: 8.6 / MAX: 40.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 6.31 / Avg: 6.5 / Max: 6.8Min: 6.29 / Avg: 6.53 / Max: 6.84Min: 6.46 / Avg: 6.56 / Max: 6.62Min: 6.79 / Avg: 7.02 / Max: 7.4Min: 6.72 / Avg: 7.07 / Max: 7.61Min: 6.99 / Avg: 7.19 / Max: 7.52Min: 7.07 / Avg: 7.27 / Max: 7.57Min: 7.22 / Avg: 7.47 / Max: 7.98Min: 7.49 / Avg: 7.84 / Max: 8.43Min: 8.27 / Avg: 8.54 / Max: 8.74Min: 8.13 / Avg: 8.58 / Max: 9.16Min: 9.07 / Avg: 9.3 / Max: 9.63Min: 9.74 / Avg: 9.87 / Max: 10.131. (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 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 335.7244.7345.5552.4754.7860.1063.7574.8180.5986.60120.91123.85144.63
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150Min: 35.53 / Avg: 35.72 / Max: 36.07Min: 44.42 / Avg: 44.72 / Max: 44.95Min: 45.2 / Avg: 45.55 / Max: 45.8Min: 52.34 / Avg: 52.47 / Max: 52.57Min: 54.52 / Avg: 54.78 / Max: 54.99Min: 59.48 / Avg: 60.1 / Max: 60.5Min: 63.43 / Avg: 63.75 / Max: 64.03Min: 73.96 / Avg: 74.81 / Max: 75.39Min: 79.9 / Avg: 80.59 / Max: 80.93Min: 86.09 / Avg: 86.6 / Max: 86.96Min: 120.69 / Avg: 120.91 / Max: 121.05Min: 123.54 / Avg: 123.85 / Max: 124.14Min: 144.16 / Avg: 144.63 / Max: 144.98

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025SE +/- 0.012, N = 6SE +/- 0.011, N = 6SE +/- 0.028, N = 6SE +/- 0.025, N = 5SE +/- 0.029, N = 5SE +/- 0.033, N = 5SE +/- 0.031, N = 5SE +/- 0.014, N = 4SE +/- 0.021, N = 4SE +/- 0.015, N = 4SE +/- 0.026, N = 3SE +/- 0.034, N = 3SE +/- 0.017, N = 36.5767.7438.0098.6339.0319.61110.20611.53712.37712.93617.21417.73320.128
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025Min: 6.53 / Avg: 6.58 / Max: 6.61Min: 7.72 / Avg: 7.74 / Max: 7.79Min: 7.93 / Avg: 8.01 / Max: 8.1Min: 8.59 / Avg: 8.63 / Max: 8.73Min: 8.94 / Avg: 9.03 / Max: 9.1Min: 9.49 / Avg: 9.61 / Max: 9.68Min: 10.14 / Avg: 10.21 / Max: 10.29Min: 11.51 / Avg: 11.54 / Max: 11.57Min: 12.33 / Avg: 12.38 / Max: 12.43Min: 12.9 / Avg: 12.94 / Max: 12.97Min: 17.18 / Avg: 17.21 / Max: 17.26Min: 17.67 / Avg: 17.73 / Max: 17.79Min: 20.1 / Avg: 20.13 / Max: 20.16

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 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10601020304050SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 343.5933.5233.1931.7625.4824.8324.4923.4321.6718.2515.2414.3010.28
OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070GTX 1660 TiRTX 2080 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1060TITAN RTX0.05180.10360.15540.20720.2590.230.190.180.180.180.180.180.170.170.170.160.160.15
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060918273645Min: 43.16 / Avg: 43.59 / Max: 43.93Min: 33.47 / Avg: 33.52 / Max: 33.57Min: 32.94 / Avg: 33.19 / Max: 33.32Min: 31.53 / Avg: 31.76 / Max: 32Min: 25.33 / Avg: 25.48 / Max: 25.57Min: 24.81 / Avg: 24.83 / Max: 24.84Min: 24.48 / Avg: 24.49 / Max: 24.51Min: 23.4 / Avg: 23.43 / Max: 23.45Min: 21.54 / Avg: 21.67 / Max: 21.84Min: 18.24 / Avg: 18.25 / Max: 18.26Min: 15.19 / Avg: 15.24 / Max: 15.3Min: 14.3 / Avg: 14.3 / Max: 14.32Min: 10.27 / Avg: 10.28 / Max: 10.3

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106048121620SE +/- 0.024, N = 3SE +/- 0.002, N = 3SE +/- 0.014, N = 3SE +/- 0.009, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 316.59511.39410.91310.5887.8847.7117.6777.3946.8655.5344.6624.3603.547
OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080RTX 3060 TiRTX 2080 SUPERRTX 2070TITAN RTXRTX 2080 TiRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.01580.03160.04740.06320.0790.070.070.060.060.050.050.050.050.050.050.050.050.05
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106048121620