NVIDIA Linux GPU Performance Comptue RTX 3000 Series

Benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012252-HA-NVIDIAGPU08
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 2 Tests
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HPC - High Performance Computing 5 Tests
Machine Learning 3 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 20 Tests
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Identifier
Performance Per
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Date
Run
  Test
  Duration
RTX 2060
December 25 2020
  4 Hours, 39 Minutes
RTX 2060 SUPER
December 24 2020
  4 Hours, 40 Minutes
RTX 2070
December 25 2020
  4 Hours, 25 Minutes
RTX 2070 SUPER
December 23 2020
  6 Hours, 52 Minutes
RTX 2080
December 24 2020
  4 Hours, 2 Minutes
RTX 2080 SUPER
December 23 2020
  3 Hours, 29 Minutes
RTX 2080 Ti
December 23 2020
  3 Hours, 53 Minutes
TITAN RTX
December 24 2020
  3 Hours, 18 Minutes
RTX 3060 TI
December 22 2020
  3 Hours, 51 Minutes
RTX 3080
December 22 2020
  3 Hours, 11 Minutes
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  4 Hours, 14 Minutes

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NVIDIA Linux GPU Performance Comptue RTX 3000 SeriesOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (435/405MHz)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 (1350/7000MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA Device 228bNVIDIA Device 1aefASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-58-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 460.27.044.6.0OpenCL 1.2 CUDA 11.2.661.2.155GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA Linux GPU Performance Comptue RTX 3000 SeriesSystem 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 ondemand (Boost: Enabled) - CPU Microcode: 0xa201009- 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

RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080Result OverviewPhoronix Test Suite100%165%229%294%358%BlenderclpeakLuxCoreRender OpenCLOctaneBenchRedShift DemoFinanceBenchVkResamplePlaidMLBetsy GPU CompressorHashcatRealSR-NCNNRodiniacl-memLeelaChessZeroMandelGPUVkFFTFAHBenchArrayFireWaifu2x-NCNN VulkanViennaCLNCNN

NVIDIA Linux GPU Performance Comptue RTX 3000 Seriesrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesvkfft: hashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSfinancebench: Black-Scholes OpenCLviennacl: OpenCL LU Factorizationcl-mem: Copycl-mem: Readcl-mem: Writebetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestvkresample: 2x - Doublevkresample: 2x - Singleoctanebench: Total Scoreredshift: luxcorerender-cl: DLSCluxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Rainbow Colors and Prismfahbench: lczero: OpenCLrodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLncnn: 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-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mplaidml: No - Training - VGG16 - OpenCLplaidml: No - Training - VGG19 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - NASNer Large - OpenCLblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXmandelgpu: GPUclpeak: Integer Compute INTclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Global Memory BandwidthRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308012.70785.9485.77922903259306333338248933333439000104936666731180012.56574.5062239.5297.5251.66.1898.748350.96127.195195.0098064693.301.212.807.98183.291397528.9602.65012.424.444.154.424.015.481.813.4356.9814.4711.6124.5821.4114.3218.2927.1222.04110.9688.38392.021282.27320.951720.24125.45171.7831.8136.27147.6567.131779.46206.86253858256.75224.685369.81231.27277.4011.54075.8925.31329585292720000009314900000490533118343333334960010.45474.0853288.3397.1340.15.4517.733309.61922.282244.2245533784.191.323.6311.41207.0770113997.9812.07313.044.674.344.474.335.701.9314.1857.2214.7711.5325.7122.8014.6318.4930.0024.58126.76100.61440.361581.85376.592011.99147.13203.7838.4230.90144.4058.941758.17194.41278640038.16956.556985.02261.53369.4211.18774.6545.31429546299555666679535466667500233121326666735670010.22574.1817285.7397.1323.95.3097.646302.84522.269243.2612183754.141.303.5610.94205.2322114957.8582.08612.664.604.194.454.155.591.8713.6057.1314.5511.7425.0521.4114.5118.6830.27129.65103.03447.471566.36379.702004.51148.04202.0539.0731.34148.1758.341826.30198.63283803060.17094.247190.53268.18369.149.97263.1784.76129427354660333331118336666759370014267333334237338.22475.7984292.3397.1320.64.8246.653261.96919.523264.5349433514.321.863.6710.04229.7600128416.9002.06012.774.644.304.464.225.601.8813.4857.1314.5311.3625.2521.7914.5518.5833.7527.78152.58121.35499.431701.99422.862300.01149.68220.4342.3225.4489.1248.03996.82132.73321637774.38551.578591.77309.27370.179.47359.4034.60528745384932333331220353333363736715595000004613677.62077.1727290.5397.1331.94.3756.153235.51219.024261.3295043414.231.883.559.27244.4171135766.2882.07212.694.504.254.484.105.561.8613.5657.2514.5811.3724.6221.8114.4518.7734.1328.32161.88128.62545.481726.88442.782333.79152.28242.5445.3926.2486.1345.51971.62132.90343080891.19330.838860.55344.68369.658.84254.0374.35830475431369666671365300000071196717341000005272876.74976.6869302.0437.8350.84.0045.507216.53917.507268.1143683254.321.973.609.19260.8957146345.8091.89312.724.654.304.504.215.681.8813.1257.0814.3611.2224.7322.1314.4718.6538.732.29180.23143.39588.041816.87468.602489.11160.48266.3949.1625.2281.1442.60911.32126.93368037096.610244.0810347.92373.96405.687.60544.1863.85634110554883333331775130000088530022417000006579676.01478.3244324.0545.6446.63.177152.85314.767354.8567692465.532.184.5812.14304.0362169524.5071.67012.644.744.434.484.566.021.9513.9656.6914.6511.4424.6921.4514.3618.3244.0236.9231.73185.09754.692414.96636.843316.31213.54351.1863.5321.6773.9932.80899.14103.97447272306.013432.8912677.18519.03508.007.36041.7313.82736216581043000001857640000093723323503666676881675.69181.3167320.8568.2495.43.0434.116149.20413.561383.4637392355.952.235.0313.56307.0348170094.2961.63712.774.494.204.434.026.031.8313.3256.5214.3611.2524.9521.8814.3518.2144.5137.56244.00194.50782.292551.38654.763392.96228.78359.1366.5018.6473.4031.72905.22102.51460475602.613791.9114109.68545.22530.488.78454.1444.37132556329276000001110373333358130014069000004271008.32875.7896294.1392.8384.34.3586.040264.87117.676383.4165832397.132.975.9117.11235.7167167997.0402.09212.544.544.254.474.115.551.8613.4157.1814.5111.4124.6921.3515.1118.5734.9829.38167.73133.11689.611875.37454.662428.74177.41236.4048.0420.1556.3336.74565.9984.95280941400.28365.8516033.64306.12389.186.34534.2063.51240997564291333331915110000098130024260333337232004.86979.3217354.7674.2645.32.7013.664148.28411.220565.0995121659.604.007.8421.91320.6571186684.2901.55712.784.564.344.524.205.611.9113.9556.9614.7411.7125.3422.1514.5018.4547.5040.88280.31223.641019.793062.00730.763623.82261.32398.6479.2311.4838.8521.48421.5155.63421918457.515586.0329490.81545.91662.24OpenBenchmarking.org

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: NoTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.105, N = 3SE +/- 0.093, N = 3SE +/- 0.056, N = 3SE +/- 0.108, N = 3SE +/- 0.101, N = 3SE +/- 0.131, N = 3SE +/- 0.110, N = 3SE +/- 0.096, N = 3SE +/- 0.111, N = 3SE +/- 0.091, N = 37.3606.3458.7847.6058.8429.4739.97211.18711.54012.707
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 7.15 / Avg: 7.36 / Max: 7.48Min: 6.24 / Avg: 6.35 / Max: 6.53Min: 8.71 / Avg: 8.78 / Max: 8.89Min: 7.47 / Avg: 7.61 / Max: 7.82Min: 8.68 / Avg: 8.84 / Max: 9.03Min: 9.23 / Avg: 9.47 / Max: 9.68Min: 9.84 / Avg: 9.97 / Max: 10.19Min: 11.07 / Avg: 11.19 / Max: 11.38Min: 11.32 / Avg: 11.54 / Max: 11.67Min: 12.61 / Avg: 12.71 / Max: 12.89

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.38, N = 3SE +/- 0.29, N = 3SE +/- 0.45, N = 3SE +/- 0.37, N = 3SE +/- 0.35, N = 341.7334.2154.1444.1954.0459.4063.1874.6575.8985.95
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601632486480Min: 41.31 / Avg: 41.73 / Max: 42.06Min: 34.08 / Avg: 34.21 / Max: 34.32Min: 53.97 / Avg: 54.14 / Max: 54.26Min: 43.83 / Avg: 44.19 / Max: 44.57Min: 53.54 / Avg: 54.04 / Max: 54.47Min: 58.67 / Avg: 59.4 / Max: 59.96Min: 62.63 / Avg: 63.18 / Max: 63.64Min: 73.77 / Avg: 74.65 / Max: 75.25Min: 75.18 / Avg: 75.89 / Max: 76.42Min: 85.25 / Avg: 85.95 / Max: 86.34

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: YesTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.30032.60063.90095.20126.5015SE +/- 0.056, N = 3SE +/- 0.047, N = 5SE +/- 0.008, N = 3SE +/- 0.057, N = 3SE +/- 0.060, N = 3SE +/- 0.053, N = 3SE +/- 0.067, N = 4SE +/- 0.049, N = 3SE +/- 0.055, N = 3SE +/- 0.064, N = 33.8273.5124.3713.8564.3584.6054.7615.3145.3135.779
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 3.77 / Avg: 3.83 / Max: 3.94Min: 3.46 / Avg: 3.51 / Max: 3.7Min: 4.36 / Avg: 4.37 / Max: 4.39Min: 3.79 / Avg: 3.86 / Max: 3.97Min: 4.3 / Avg: 4.36 / Max: 4.48Min: 4.55 / Avg: 4.61 / Max: 4.71Min: 4.68 / Avg: 4.76 / Max: 4.96Min: 5.24 / Avg: 5.31 / Max: 5.4Min: 5.24 / Avg: 5.31 / Max: 5.42Min: 5.7 / Avg: 5.78 / Max: 5.91

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 1.1.1TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20609K18K27K36K45KSE +/- 413.34, N = 3SE +/- 284.10, N = 3SE +/- 86.88, N = 3SE +/- 78.30, N = 3SE +/- 51.40, N = 3SE +/- 95.96, N = 3SE +/- 213.44, N = 3SE +/- 149.21, N = 3SE +/- 257.75, N = 3SE +/- 44.06, N = 3362164099732556341103047528745294272954629585229031. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20607K14K21K28K35KMin: 35754 / Avg: 36216.33 / Max: 37041Min: 40429 / Avg: 40996.67 / Max: 41302Min: 32413 / Avg: 32556 / Max: 32713Min: 33998 / Avg: 34110.33 / Max: 34261Min: 30374 / Avg: 30475.33 / Max: 30541Min: 28554 / Avg: 28745.33 / Max: 28854Min: 29051 / Avg: 29427.33 / Max: 29790Min: 29279 / Avg: 29545.67 / Max: 29795Min: 29073 / Avg: 29585 / Max: 29893Min: 22855 / Avg: 22903 / Max: 229911. (CXX) g++ options: -O3 -pthread

Hashcat

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

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206012000M24000M36000M48000M60000MSE +/- 33241139.17, N = 3SE +/- 39942305.61, N = 3SE +/- 23055223.56, N = 3SE +/- 63030953.60, N = 3SE +/- 13808974.54, N = 3SE +/- 30944592.06, N = 3SE +/- 41910871.04, N = 3SE +/- 9342079.24, N = 3SE +/- 8911415.90, N = 3SE +/- 11770207.21, N = 358104300000564291333333292760000055488333333431369666673849323333335466033333299555666672927200000025930633333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206010000M20000M30000M40000M50000MMin: 58048500000 / Avg: 58104300000 / Max: 58163500000Min: 56361200000 / Avg: 56429133333.33 / Max: 56499500000Min: 32881500000 / Avg: 32927600000 / Max: 32951500000Min: 55414200000 / Avg: 55488333333.33 / Max: 55613700000Min: 43113600000 / Avg: 43136966666.67 / Max: 43161400000Min: 38441600000 / Avg: 38493233333.33 / Max: 38548600000Min: 35411800000 / Avg: 35466033333.33 / Max: 35548500000Min: 29942600000 / Avg: 29955566666.67 / Max: 29973700000Min: 29257200000 / Avg: 29272000000 / Max: 29288000000Min: 25912500000 / Avg: 25930633333.33 / Max: 25952700000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604000M8000M12000M16000M20000MSE +/- 24080351.60, N = 3SE +/- 13325289.24, N = 3SE +/- 16045802.50, N = 3SE +/- 20384389.45, N = 3SE +/- 3601851.38, N = 3SE +/- 14178073.84, N = 3SE +/- 1017076.42, N = 3SE +/- 2514844.82, N = 3SE +/- 7522189.40, N = 3SE +/- 2302414.19, N = 318576400000191511000001110373333317751300000136530000001220353333311183366667953546666793149000008248933333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603000M6000M9000M12000M15000MMin: 18538200000 / Avg: 18576400000 / Max: 18620900000Min: 19135400000 / Avg: 19151100000 / Max: 19177600000Min: 11085300000 / Avg: 11103733333.33 / Max: 11135700000Min: 17722000000 / Avg: 17751300000 / Max: 17790500000Min: 13645800000 / Avg: 13653000000 / Max: 13656800000Min: 12180000000 / Avg: 12203533333.33 / Max: 12229000000Min: 11181500000 / Avg: 11183366666.67 / Max: 11185000000Min: 9530600000 / Avg: 9535466666.67 / Max: 9539000000Min: 9301400000 / Avg: 9314900000 / Max: 9327400000Min: 8244400000 / Avg: 8248933333.33 / Max: 8251900000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060200K400K600K800K1000KSE +/- 520.68, N = 3SE +/- 503.32, N = 3SE +/- 3659.23, N = 3SE +/- 3113.41, N = 3SE +/- 1963.27, N = 3SE +/- 1713.99, N = 3SE +/- 435.89, N = 3SE +/- 726.48, N = 3SE +/- 1192.10, N = 3SE +/- 1101.51, N = 3937233981300581300885300711967637367593700500233490533439000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060200K400K600K800K1000KMin: 936300 / Avg: 937233.33 / Max: 938100Min: 980700 / Avg: 981300 / Max: 982300Min: 574600 / Avg: 581300 / Max: 587200Min: 881700 / Avg: 885300 / Max: 891500Min: 708600 / Avg: 711966.67 / Max: 715400Min: 634100 / Avg: 637366.67 / Max: 639900Min: 592900 / Avg: 593700 / Max: 594400Min: 498900 / Avg: 500233.33 / Max: 501400Min: 489100 / Avg: 490533.33 / Max: 492900Min: 437800 / Avg: 439000 / Max: 441200

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060500M1000M1500M2000M2500MSE +/- 3263093.28, N = 3SE +/- 2669165.50, N = 3SE +/- 750555.35, N = 3SE +/- 1258305.74, N = 3SE +/- 2042873.79, N = 3SE +/- 814452.78, N = 3SE +/- 933333.33, N = 3SE +/- 845248.16, N = 3SE +/- 1281058.59, N = 3SE +/- 635959.47, N = 32350366667242603333314069000002241700000173410000015595000001426733333121326666711834333331049366667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060400M800M1200M1600M2000MMin: 2344200000 / Avg: 2350366666.67 / Max: 2355300000Min: 2421700000 / Avg: 2426033333.33 / Max: 2430900000Min: 1405400000 / Avg: 1406900000 / Max: 1407700000Min: 2239200000 / Avg: 2241700000 / Max: 2243200000Min: 1730900000 / Avg: 1734100000 / Max: 1737900000Min: 1558000000 / Avg: 1559500000 / Max: 1560800000Min: 1425000000 / Avg: 1426733333.33 / Max: 1428200000Min: 1211700000 / Avg: 1213266666.67 / Max: 1214600000Min: 1181600000 / Avg: 1183433333.33 / Max: 1185900000Min: 1048100000 / Avg: 1049366666.67 / Max: 1050100000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060150K300K450K600K750KSE +/- 1120.02, N = 3SE +/- 750.56, N = 3SE +/- 550.76, N = 3SE +/- 1591.99, N = 3SE +/- 4580.29, N = 15SE +/- 133.33, N = 3SE +/- 66.67, N = 3SE +/- 556.78, N = 3SE +/- 57.74, N = 3SE +/- 57.74, N = 3688167723200427100657967527287461367423733356700349600311800
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130K260K390K520K650KMin: 686900 / Avg: 688166.67 / Max: 690400Min: 722400 / Avg: 723200 / Max: 724700Min: 426100 / Avg: 427100 / Max: 428000Min: 655100 / Avg: 657966.67 / Max: 660600Min: 510000 / Avg: 527286.67 / Max: 547300Min: 461100 / Avg: 461366.67 / Max: 461500Min: 423600 / Avg: 423733.33 / Max: 423800Min: 355600 / Avg: 356700 / Max: 357400Min: 349500 / Avg: 349600 / Max: 349700Min: 311700 / Avg: 311800 / Max: 311900

FinanceBench

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

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.005, N = 3SE +/- 0.020, N = 3SE +/- 0.000, N = 3SE +/- 0.007, N = 3SE +/- 0.022, N = 3SE +/- 0.019, N = 3SE +/- 0.003, N = 3SE +/- 0.017, N = 3SE +/- 0.010, N = 3SE +/- 0.001, N = 35.6914.8698.3286.0146.7497.6208.22410.22510.45412.5651. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 5.68 / Avg: 5.69 / Max: 5.7Min: 4.84 / Avg: 4.87 / Max: 4.91Min: 8.33 / Avg: 8.33 / Max: 8.33Min: 6 / Avg: 6.01 / Max: 6.02Min: 6.73 / Avg: 6.75 / Max: 6.79Min: 7.58 / Avg: 7.62 / Max: 7.64Min: 8.22 / Avg: 8.22 / Max: 8.23Min: 10.19 / Avg: 10.22 / Max: 10.24Min: 10.44 / Avg: 10.45 / Max: 10.47Min: 12.56 / Avg: 12.56 / Max: 12.571. (CXX) g++ options: -O3 -lOpenCL

ViennaCL

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

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 381.3279.3275.7978.3276.6977.1775.8074.1874.0974.511. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601632486480Min: 81.06 / Avg: 81.32 / Max: 81.7Min: 79.13 / Avg: 79.32 / Max: 79.43Min: 75.6 / Avg: 75.79 / Max: 75.89Min: 77.99 / Avg: 78.32 / Max: 78.68Min: 76.49 / Avg: 76.69 / Max: 76.91Min: 76.9 / Avg: 77.17 / Max: 77.45Min: 75.33 / Avg: 75.8 / Max: 76.6Min: 73.97 / Avg: 74.18 / Max: 74.54Min: 73.47 / Avg: 74.09 / Max: 74.83Min: 74.22 / Avg: 74.51 / Max: 74.91. (CXX) g++ options: -rdynamic -lOpenCL

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: CopyTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3320.8354.7294.1324.0302.0290.5292.3285.7288.3239.51. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300Min: 320.7 / Avg: 320.77 / Max: 320.8Min: 354.6 / Avg: 354.67 / Max: 354.7Min: 293.8 / Avg: 294.1 / Max: 294.5Min: 323.7 / Avg: 323.97 / Max: 324.2Min: 301.8 / Avg: 301.97 / Max: 302.1Min: 290.5 / Avg: 290.53 / Max: 290.6Min: 292.2 / Avg: 292.27 / Max: 292.3Min: 285.6 / Avg: 285.7 / Max: 285.8Min: 288.2 / Avg: 288.3 / Max: 288.4Min: 239.5 / Avg: 239.53 / Max: 239.61. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060150300450600750SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.44, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3568.2674.2392.8545.6437.8397.1397.1397.1397.1297.51. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060120240360480600Min: 568.1 / Avg: 568.2 / Max: 568.3Min: 674.1 / Avg: 674.2 / Max: 674.3Min: 392.1 / Avg: 392.8 / Max: 393.6Min: 545.3 / Avg: 545.6 / Max: 545.9Min: 437.8 / Avg: 437.8 / Max: 437.8Min: 397.1 / Avg: 397.1 / Max: 397.1Min: 397 / Avg: 397.07 / Max: 397.1Min: 397 / Avg: 397.07 / Max: 397.1Min: 397.1 / Avg: 397.1 / Max: 397.1Min: 297.5 / Avg: 297.5 / Max: 297.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060140280420560700SE +/- 1.30, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.79, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3495.4645.3384.3446.6350.8331.9320.6323.9340.1251.61. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060110220330440550Min: 492.9 / Avg: 495.37 / Max: 497.3Min: 645.3 / Avg: 645.33 / Max: 645.4Min: 384.1 / Avg: 384.33 / Max: 384.7Min: 445.9 / Avg: 446.57 / Max: 447.2Min: 350.5 / Avg: 350.8 / Max: 351.1Min: 330.4 / Avg: 331.93 / Max: 333Min: 320.2 / Avg: 320.57 / Max: 321Min: 323.6 / Avg: 323.87 / Max: 324Min: 339.7 / Avg: 340.07 / Max: 340.4Min: 251.4 / Avg: 251.63 / Max: 251.81. (CC) gcc options: -O2 -flto -lOpenCL

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 0.051, N = 14SE +/- 0.052, N = 14SE +/- 0.051, N = 14SE +/- 0.049, N = 14SE +/- 0.060, N = 14SE +/- 0.048, N = 14SE +/- 0.054, N = 13SE +/- 0.052, N = 13SE +/- 0.052, N = 13SE +/- 0.054, N = 133.0432.7014.3583.1774.0044.3754.8245.3095.4516.1891. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 2.97 / Avg: 3.04 / Max: 3.71Min: 2.61 / Avg: 2.7 / Max: 3.37Min: 4.3 / Avg: 4.36 / Max: 5.03Min: 3.09 / Avg: 3.18 / Max: 3.81Min: 3.9 / Avg: 4 / Max: 4.78Min: 4.3 / Avg: 4.37 / Max: 5Min: 4.74 / Avg: 4.82 / Max: 5.47Min: 5.23 / Avg: 5.31 / Max: 5.93Min: 5.37 / Avg: 5.45 / Max: 6.08Min: 6.1 / Avg: 6.19 / Max: 6.831. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestTITAN RTXRTX 3080RTX 3060 TIRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 0.058, N = 13SE +/- 0.063, N = 13SE +/- 0.066, N = 13SE +/- 0.057, N = 14SE +/- 0.064, N = 12SE +/- 0.053, N = 15SE +/- 0.064, N = 12SE +/- 0.060, N = 13SE +/- 0.084, N = 94.1163.6646.0405.5076.1536.6537.6467.7338.7481. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestTITAN RTXRTX 3080RTX 3060 TIRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215Min: 4.04 / Avg: 4.12 / Max: 4.81Min: 3.57 / Avg: 3.66 / Max: 4.42Min: 5.97 / Avg: 6.04 / Max: 6.83Min: 5.41 / Avg: 5.51 / Max: 6.25Min: 6.04 / Avg: 6.15 / Max: 6.85Min: 6.57 / Avg: 6.65 / Max: 7.39Min: 7.54 / Avg: 7.65 / Max: 8.34Min: 7.64 / Avg: 7.73 / Max: 8.45Min: 8.64 / Avg: 8.75 / Max: 9.421. (CXX) g++ options: -O3 -O2 -lpthread -ldl

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 0.88, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.63, N = 3SE +/- 0.26, N = 3SE +/- 0.78, N = 3SE +/- 0.28, N = 3SE +/- 0.05, N = 3149.20148.28264.87152.85216.54235.51261.97302.85309.62350.961. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300Min: 149.06 / Avg: 149.2 / Max: 149.4Min: 147.88 / Avg: 148.28 / Max: 148.86Min: 263.51 / Avg: 264.87 / Max: 266.52Min: 152.67 / Avg: 152.85 / Max: 153.08Min: 216.53 / Avg: 216.54 / Max: 216.55Min: 234.77 / Avg: 235.51 / Max: 236.77Min: 261.65 / Avg: 261.97 / Max: 262.48Min: 301.95 / Avg: 302.84 / Max: 304.4Min: 309.12 / Avg: 309.62 / Max: 310.1Min: 350.87 / Avg: 350.96 / Max: 351.051. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 313.5611.2217.6814.7717.5119.0219.5222.2722.2827.201. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430Min: 13.53 / Avg: 13.56 / Max: 13.62Min: 11.21 / Avg: 11.22 / Max: 11.23Min: 17.66 / Avg: 17.68 / Max: 17.7Min: 14.71 / Avg: 14.77 / Max: 14.83Min: 17.48 / Avg: 17.51 / Max: 17.55Min: 19.01 / Avg: 19.02 / Max: 19.03Min: 19.52 / Avg: 19.52 / Max: 19.53Min: 22.2 / Avg: 22.27 / Max: 22.32Min: 22.22 / Avg: 22.28 / Max: 22.32Min: 27.1 / Avg: 27.19 / Max: 27.251. (CXX) g++ options: -O3 -pthread

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 ScoreTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060120240360480600383.46565.10383.42354.86268.11261.33264.53243.26244.22195.01

RedShift Demo

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060100200300400500SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3235165239246325341351375378469
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080160240320400Min: 234 / Avg: 234.67 / Max: 236Min: 164 / Avg: 164.67 / Max: 166Min: 238 / Avg: 238.67 / Max: 240Min: 245 / Avg: 246 / Max: 247Min: 324 / Avg: 324.67 / Max: 326Min: 340 / Avg: 341.33 / Max: 344Min: 351 / Avg: 351.33 / Max: 352Min: 374 / Avg: 375.33 / Max: 377Min: 377 / Avg: 378 / Max: 380Min: 468 / Avg: 469.33 / Max: 471

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: DLSCTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.01, N = 3SE +/- 0.14, N = 12SE +/- 0.10, N = 12SE +/- 0.08, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.959.607.135.534.324.234.324.144.193.30MIN: 5.62 / MAX: 6.04MIN: 3.45 / MAX: 9.87MIN: 2.58 / MAX: 7.38MIN: 2.02 / MAX: 5.76MIN: 4.13 / MAX: 4.4MIN: 4.15 / MAX: 4.3MIN: 1.6 / MAX: 4.51MIN: 3.79 / MAX: 4.28MIN: 4.11 / MAX: 4.29MIN: 3.16 / MAX: 3.4
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215Min: 5.95 / Avg: 5.95 / Max: 5.97Min: 8.01 / Avg: 9.6 / Max: 9.75Min: 5.98 / Avg: 7.13 / Max: 7.25Min: 4.64 / Avg: 5.53 / Max: 5.64Min: 4.31 / Avg: 4.32 / Max: 4.32Min: 4.22 / Avg: 4.23 / Max: 4.24Min: 3.61 / Avg: 4.32 / Max: 4.39Min: 4.13 / Avg: 4.14 / Max: 4.15Min: 4.19 / Avg: 4.19 / Max: 4.2Min: 3.3 / Avg: 3.3 / Max: 3.31

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.91.82.73.64.5SE +/- 0.03, N = 5SE +/- 0.07, N = 14SE +/- 0.05, N = 12SE +/- 0.04, N = 12SE +/- 0.01, N = 3SE +/- 0.03, N = 4SE +/- 0.04, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.234.002.972.181.971.881.861.301.321.21MIN: 0.23 / MAX: 2.76MIN: 0.17 / MAX: 5.07MIN: 0.19 / MAX: 3.74MIN: 0.15 / MAX: 2.71MIN: 0.27 / MAX: 2.37MIN: 0.23 / MAX: 2.29MIN: 0.18 / MAX: 2.3MIN: 0.23 / MAX: 1.55MIN: 0.23 / MAX: 1.59MIN: 0.24 / MAX: 1.44
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 2.12 / Avg: 2.23 / Max: 2.28Min: 3.19 / Avg: 4 / Max: 4.14Min: 2.43 / Avg: 2.97 / Max: 3.06Min: 1.77 / Avg: 2.18 / Max: 2.25Min: 1.95 / Avg: 1.97 / Max: 1.99Min: 1.82 / Avg: 1.88 / Max: 1.93Min: 1.42 / Avg: 1.86 / Max: 1.93Min: 1.28 / Avg: 1.3 / Max: 1.31Min: 1.31 / Avg: 1.32 / Max: 1.34Min: 1.17 / Avg: 1.21 / Max: 1.23

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 0.02, N = 3SE +/- 0.10, N = 12SE +/- 0.07, N = 12SE +/- 0.04, N = 13SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.037.845.914.583.603.553.673.563.632.80MIN: 0.32 / MAX: 5.72MIN: 0.15 / MAX: 9.17MIN: 0.25 / MAX: 6.86MIN: 0.19 / MAX: 5.4MIN: 0.27 / MAX: 4.14MIN: 0.23 / MAX: 4.07MIN: 0.2 / MAX: 4.25MIN: 0.23 / MAX: 4.1MIN: 0.23 / MAX: 4.15MIN: 0.23 / MAX: 3.2
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215Min: 5.01 / Avg: 5.03 / Max: 5.07Min: 6.79 / Avg: 7.84 / Max: 8.13Min: 5.15 / Avg: 5.91 / Max: 6.06Min: 4.09 / Avg: 4.58 / Max: 4.68Min: 3.57 / Avg: 3.6 / Max: 3.66Min: 3.52 / Avg: 3.55 / Max: 3.59Min: 3.12 / Avg: 3.67 / Max: 3.8Min: 3.54 / Avg: 3.56 / Max: 3.57Min: 3.63 / Avg: 3.63 / Max: 3.63Min: 2.79 / Avg: 2.8 / Max: 2.81

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025SE +/- 0.02, N = 3SE +/- 0.65, N = 12SE +/- 0.48, N = 12SE +/- 0.27, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 313.5621.9117.1112.149.199.2710.0410.9411.417.98MIN: 12.87 / MAX: 14.06MIN: 12.02 / MAX: 23.73MIN: 8.56 / MAX: 18.35MIN: 6.39 / MAX: 12.87MIN: 7.68 / MAX: 9.63MIN: 8.34 / MAX: 9.64MIN: 5.24 / MAX: 10.68MIN: 9.85 / MAX: 11.46MIN: 9.87 / MAX: 11.85MIN: 7.02 / MAX: 8.25
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025Min: 13.53 / Avg: 13.56 / Max: 13.6Min: 14.75 / Avg: 21.91 / Max: 22.93Min: 11.78 / Avg: 17.11 / Max: 17.63Min: 9.18 / Avg: 12.14 / Max: 12.49Min: 9.16 / Avg: 9.19 / Max: 9.22Min: 9.26 / Avg: 9.27 / Max: 9.28Min: 7.87 / Avg: 10.04 / Max: 10.32Min: 10.91 / Avg: 10.94 / Max: 10.98Min: 11.39 / Avg: 11.41 / Max: 11.44Min: 7.98 / Avg: 7.98 / Max: 7.98

FAHBench

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

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206070140210280350SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3307.03320.66235.72304.04260.90244.42229.76205.23207.08183.29
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300Min: 306.95 / Avg: 307.03 / Max: 307.18Min: 320.09 / Avg: 320.66 / Max: 321.11Min: 235.46 / Avg: 235.72 / Max: 235.95Min: 303.95 / Avg: 304.04 / Max: 304.12Min: 260.49 / Avg: 260.9 / Max: 261.11Min: 244.18 / Avg: 244.42 / Max: 244.77Min: 229.59 / Avg: 229.76 / Max: 230.08Min: 205.1 / Avg: 205.23 / Max: 205.44Min: 206.89 / Avg: 207.08 / Max: 207.41Min: 183.08 / Avg: 183.29 / Max: 183.64

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604K8K12K16K20KSE +/- 110.73, N = 3SE +/- 122.65, N = 3SE +/- 26.30, N = 3SE +/- 54.85, N = 3SE +/- 48.26, N = 3SE +/- 51.64, N = 3SE +/- 49.97, N = 3SE +/- 54.87, N = 3SE +/- 69.95, N = 3SE +/- 66.84, N = 317009186681679916952146341357612841114951139997521. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603K6K9K12K15KMin: 16871 / Avg: 17009 / Max: 17228Min: 18425 / Avg: 18667.67 / Max: 18820Min: 16747 / Avg: 16799.33 / Max: 16830Min: 16857 / Avg: 16951.67 / Max: 17047Min: 14553 / Avg: 14634.33 / Max: 14720Min: 13473 / Avg: 13576 / Max: 13634Min: 12744 / Avg: 12840.67 / Max: 12911Min: 11406 / Avg: 11494.67 / Max: 11595Min: 11268 / Avg: 11399 / Max: 11507Min: 9641 / Avg: 9752 / Max: 98721. (CXX) g++ options: -flto -pthread

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.016, N = 3SE +/- 0.018, N = 3SE +/- 0.067, N = 3SE +/- 0.076, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.014, N = 3SE +/- 0.017, N = 3SE +/- 0.027, N = 3SE +/- 0.009, N = 34.2964.2907.0404.5075.8096.2886.9007.8587.9818.9601. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215Min: 4.28 / Avg: 4.3 / Max: 4.33Min: 4.26 / Avg: 4.29 / Max: 4.33Min: 6.94 / Avg: 7.04 / Max: 7.17Min: 4.42 / Avg: 4.51 / Max: 4.66Min: 5.8 / Avg: 5.81 / Max: 5.83Min: 6.28 / Avg: 6.29 / Max: 6.3Min: 6.88 / Avg: 6.9 / Max: 6.92Min: 7.82 / Avg: 7.86 / Max: 7.88Min: 7.94 / Avg: 7.98 / Max: 8.03Min: 8.94 / Avg: 8.96 / Max: 8.971. (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 OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.59631.19261.78892.38522.9815SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 31.6371.5572.0921.6701.8932.0722.0602.0862.0732.6501. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 1.62 / Avg: 1.64 / Max: 1.66Min: 1.55 / Avg: 1.56 / Max: 1.56Min: 2.09 / Avg: 2.09 / Max: 2.09Min: 1.66 / Avg: 1.67 / Max: 1.69Min: 1.89 / Avg: 1.89 / Max: 1.89Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.06 / Avg: 2.06 / Max: 2.06Min: 2.08 / Avg: 2.09 / Max: 2.09Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.65 / Avg: 2.65 / Max: 2.661. (CXX) g++ options: -rdynamic

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 20201218Target: Vulkan GPU - Model: mobilenetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 4SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 5SE +/- 0.14, N = 15SE +/- 0.17, N = 3SE +/- 0.17, N = 4SE +/- 0.14, N = 312.7712.7812.5412.6412.7212.6912.7712.6613.0412.42MIN: 12.01 / MAX: 24.52MIN: 12.35 / MAX: 20.47MIN: 11.94 / MAX: 15.69MIN: 12.22 / MAX: 14.36MIN: 12.26 / MAX: 13.5MIN: 11.97 / MAX: 24.76MIN: 11.98 / MAX: 34.45MIN: 12.23 / MAX: 24.28MIN: 12.34 / MAX: 24MIN: 11.98 / MAX: 24.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 12.57 / Avg: 12.77 / Max: 13.09Min: 12.55 / Avg: 12.78 / Max: 12.97Min: 12.21 / Avg: 12.54 / Max: 12.99Min: 12.4 / Avg: 12.64 / Max: 12.99Min: 12.56 / Avg: 12.72 / Max: 12.94Min: 12.16 / Avg: 12.69 / Max: 13.03Min: 12.13 / Avg: 12.77 / Max: 13.8Min: 12.49 / Avg: 12.66 / Max: 13Min: 12.65 / Avg: 13.04 / Max: 13.49Min: 12.14 / Avg: 12.42 / Max: 12.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.06652.1333.19954.2665.3325SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 4SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.04, N = 5SE +/- 0.07, N = 15SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.03, N = 34.494.564.544.744.654.504.644.604.674.44MIN: 4.26 / MAX: 4.85MIN: 4.3 / MAX: 4.85MIN: 4.25 / MAX: 5.73MIN: 4.31 / MAX: 5.6MIN: 4.19 / MAX: 5.42MIN: 4.19 / MAX: 13.41MIN: 4.23 / MAX: 5.42MIN: 4.35 / MAX: 13.48MIN: 4.31 / MAX: 5.1MIN: 4.21 / MAX: 4.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 4.45 / Avg: 4.49 / Max: 4.51Min: 4.49 / Avg: 4.56 / Max: 4.67Min: 4.43 / Avg: 4.54 / Max: 4.66Min: 4.49 / Avg: 4.74 / Max: 5.15Min: 4.38 / Avg: 4.65 / Max: 5.11Min: 4.37 / Avg: 4.5 / Max: 4.62Min: 4.42 / Avg: 4.64 / Max: 5.13Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 4.53 / Avg: 4.67 / Max: 4.83Min: 4.39 / Avg: 4.44 / Max: 4.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.99681.99362.99043.98724.984SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 4SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 5SE +/- 0.04, N = 15SE +/- 0.01, N = 3SE +/- 0.08, N = 4SE +/- 0.03, N = 34.204.344.254.434.304.254.304.194.344.15MIN: 4.14 / MAX: 4.93MIN: 4.17 / MAX: 4.73MIN: 4.02 / MAX: 5.79MIN: 4.13 / MAX: 11.06MIN: 4.12 / MAX: 4.69MIN: 4.07 / MAX: 4.62MIN: 4.06 / MAX: 19.54MIN: 4.14 / MAX: 4.4MIN: 4.12 / MAX: 4.79MIN: 4.06 / MAX: 4.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 4.19 / Avg: 4.2 / Max: 4.2Min: 4.22 / Avg: 4.34 / Max: 4.51Min: 4.08 / Avg: 4.25 / Max: 4.37Min: 4.2 / Avg: 4.43 / Max: 4.55Min: 4.18 / Avg: 4.3 / Max: 4.49Min: 4.12 / Avg: 4.25 / Max: 4.42Min: 4.1 / Avg: 4.3 / Max: 4.61Min: 4.18 / Avg: 4.19 / Max: 4.2Min: 4.17 / Avg: 4.34 / Max: 4.56Min: 4.12 / Avg: 4.15 / Max: 4.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.0172.0343.0514.0685.085SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 13SE +/- 0.03, N = 3SE +/- 0.01, N = 4SE +/- 0.02, N = 34.434.524.474.484.504.484.464.454.474.42MIN: 4.32 / MAX: 5.06MIN: 4.42 / MAX: 13.63MIN: 4.34 / MAX: 5.99MIN: 4.38 / MAX: 4.9MIN: 4.35 / MAX: 5.04MIN: 4.36 / MAX: 14.35MIN: 4.31 / MAX: 4.82MIN: 4.34 / MAX: 4.91MIN: 4.37 / MAX: 4.78MIN: 4.31 / MAX: 4.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 4.39 / Avg: 4.43 / Max: 4.5Min: 4.48 / Avg: 4.52 / Max: 4.56Min: 4.41 / Avg: 4.47 / Max: 4.52Min: 4.45 / Avg: 4.48 / Max: 4.52Min: 4.41 / Avg: 4.5 / Max: 4.63Min: 4.44 / Avg: 4.48 / Max: 4.51Min: 4.37 / Avg: 4.46 / Max: 4.57Min: 4.39 / Avg: 4.45 / Max: 4.48Min: 4.43 / Avg: 4.47 / Max: 4.5Min: 4.38 / Avg: 4.42 / Max: 4.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601.0262.0523.0784.1045.13SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 4SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 5SE +/- 0.07, N = 15SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 34.024.204.114.564.214.104.224.154.334.01MIN: 3.88 / MAX: 4.28MIN: 3.91 / MAX: 10.98MIN: 3.87 / MAX: 5.49MIN: 3.93 / MAX: 5.1MIN: 3.86 / MAX: 4.92MIN: 3.82 / MAX: 4.59MIN: 3.86 / MAX: 5.14MIN: 4 / MAX: 16.56MIN: 4.04 / MAX: 4.77MIN: 3.83 / MAX: 4.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 3.99 / Avg: 4.02 / Max: 4.06Min: 4.07 / Avg: 4.2 / Max: 4.45Min: 3.97 / Avg: 4.11 / Max: 4.25Min: 4.05 / Avg: 4.56 / Max: 4.83Min: 3.98 / Avg: 4.21 / Max: 4.62Min: 3.92 / Avg: 4.1 / Max: 4.29Min: 3.98 / Avg: 4.22 / Max: 4.7Min: 4.1 / Avg: 4.15 / Max: 4.25Min: 4.15 / Avg: 4.33 / Max: 4.47Min: 3.94 / Avg: 4.01 / Max: 4.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 0.57, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 4SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 5SE +/- 0.06, N = 15SE +/- 0.02, N = 3SE +/- 0.06, N = 4SE +/- 0.03, N = 36.035.615.556.025.685.565.605.595.705.48MIN: 5.28 / MAX: 339.41MIN: 5.45 / MAX: 5.87MIN: 5.34 / MAX: 7.32MIN: 5.37 / MAX: 11.96MIN: 5.29 / MAX: 17.94MIN: 5.37 / MAX: 6.08MIN: 5.28 / MAX: 16.37MIN: 5.42 / MAX: 5.85MIN: 5.43 / MAX: 17.45MIN: 5.32 / MAX: 5.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 5.4 / Avg: 6.03 / Max: 7.18Min: 5.54 / Avg: 5.61 / Max: 5.73Min: 5.43 / Avg: 5.55 / Max: 5.62Min: 5.5 / Avg: 6.02 / Max: 6.29Min: 5.39 / Avg: 5.68 / Max: 6.1Min: 5.45 / Avg: 5.56 / Max: 5.67Min: 5.37 / Avg: 5.6 / Max: 6.22Min: 5.55 / Avg: 5.59 / Max: 5.62Min: 5.53 / Avg: 5.7 / Max: 5.8Min: 5.42 / Avg: 5.48 / Max: 5.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20600.43880.87761.31641.75522.194SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 4SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 5SE +/- 0.02, N = 15SE +/- 0.05, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 31.831.911.861.951.881.861.881.871.931.80MIN: 1.78 / MAX: 2.03MIN: 1.82 / MAX: 2.14MIN: 1.78 / MAX: 2.03MIN: 1.85 / MAX: 2.39MIN: 1.77 / MAX: 2.21MIN: 1.81 / MAX: 2.28MIN: 1.78 / MAX: 2.2MIN: 1.8 / MAX: 2.15MIN: 1.85 / MAX: 2.11MIN: 1.79 / MAX: 1.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810Min: 1.8 / Avg: 1.83 / Max: 1.85Min: 1.83 / Avg: 1.91 / Max: 1.96Min: 1.82 / Avg: 1.86 / Max: 1.91Min: 1.87 / Avg: 1.95 / Max: 2.01Min: 1.79 / Avg: 1.88 / Max: 2.02Min: 1.82 / Avg: 1.86 / Max: 1.92Min: 1.79 / Avg: 1.88 / Max: 2.04Min: 1.82 / Avg: 1.87 / Max: 1.96Min: 1.88 / Avg: 1.93 / Max: 2.01Min: 1.8 / Avg: 1.83 / Max: 1.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620SE +/- 0.68, N = 2SE +/- 0.37, N = 3SE +/- 0.33, N = 4SE +/- 0.49, N = 3SE +/- 0.39, N = 3SE +/- 0.35, N = 5SE +/- 0.21, N = 14SE +/- 0.27, N = 3SE +/- 0.43, N = 4SE +/- 0.55, N = 313.3213.9513.4113.9613.1213.5613.4813.6014.1813.43MIN: 12.38 / MAX: 25.82MIN: 12.96 / MAX: 24.07MIN: 12.46 / MAX: 28.14MIN: 12.74 / MAX: 15.74MIN: 12.41 / MAX: 14.53MIN: 12.71 / MAX: 20.62MIN: 12.43 / MAX: 26.89MIN: 12.94 / MAX: 24.05MIN: 12.62 / MAX: 15.92MIN: 12.61 / MAX: 15.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 12.64 / Avg: 13.32 / Max: 14Min: 13.22 / Avg: 13.95 / Max: 14.45Min: 12.95 / Avg: 13.41 / Max: 14.37Min: 13.03 / Avg: 13.96 / Max: 14.67Min: 12.62 / Avg: 13.12 / Max: 13.9Min: 12.89 / Avg: 13.56 / Max: 14.49Min: 12.73 / Avg: 13.48 / Max: 14.55Min: 13.29 / Avg: 13.6 / Max: 14.14Min: 12.93 / Avg: 14.18 / Max: 14.81Min: 12.86 / Avg: 13.43 / Max: 14.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601326395265SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.43, N = 4SE +/- 0.27, N = 3SE +/- 0.37, N = 3SE +/- 0.17, N = 5SE +/- 0.13, N = 15SE +/- 0.13, N = 3SE +/- 0.14, N = 4SE +/- 0.31, N = 356.5256.9657.1856.6957.0857.2557.1357.1357.2256.98MIN: 55.22 / MAX: 72.77MIN: 56.04 / MAX: 59.71MIN: 54.93 / MAX: 68.94MIN: 55.51 / MAX: 58.35MIN: 55.71 / MAX: 70.92MIN: 55.82 / MAX: 67.69MIN: 54.93 / MAX: 68.8MIN: 56.01 / MAX: 66.17MIN: 55.71 / MAX: 64.21MIN: 55.41 / MAX: 58.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601122334455Min: 56.19 / Avg: 56.52 / Max: 56.76Min: 56.84 / Avg: 56.96 / Max: 57.13Min: 55.98 / Avg: 57.18 / Max: 58Min: 56.41 / Avg: 56.69 / Max: 57.24Min: 56.46 / Avg: 57.08 / Max: 57.74Min: 56.82 / Avg: 57.25 / Max: 57.84Min: 55.95 / Avg: 57.13 / Max: 58.06Min: 56.88 / Avg: 57.13 / Max: 57.3Min: 56.88 / Avg: 57.22 / Max: 57.56Min: 56.38 / Avg: 56.98 / Max: 57.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620SE +/- 0.25, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 4SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 5SE +/- 0.07, N = 15SE +/- 0.19, N = 3SE +/- 0.19, N = 4SE +/- 0.26, N = 314.3614.7414.5114.6514.3614.5814.5314.5514.7714.47MIN: 13.96 / MAX: 17.74MIN: 14.13 / MAX: 15.8MIN: 13.97 / MAX: 25.49MIN: 14.13 / MAX: 15.56MIN: 14.01 / MAX: 15.12MIN: 14.21 / MAX: 16.27MIN: 14.06 / MAX: 27.16MIN: 14.18 / MAX: 15.25MIN: 14.08 / MAX: 16.79MIN: 14.01 / MAX: 23.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 14.08 / Avg: 14.36 / Max: 14.86Min: 14.24 / Avg: 14.74 / Max: 15.04Min: 14.17 / Avg: 14.51 / Max: 15.07Min: 14.28 / Avg: 14.65 / Max: 14.85Min: 14.15 / Avg: 14.36 / Max: 14.63Min: 14.33 / Avg: 14.58 / Max: 14.92Min: 14.17 / Avg: 14.53 / Max: 15.12Min: 14.32 / Avg: 14.55 / Max: 14.93Min: 14.2 / Avg: 14.77 / Max: 15.01Min: 14.12 / Avg: 14.47 / Max: 14.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 4SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 5SE +/- 0.06, N = 15SE +/- 0.08, N = 3SE +/- 0.04, N = 4SE +/- 0.22, N = 311.2511.7111.4111.4411.2211.3711.3611.7411.5311.61MIN: 11 / MAX: 11.61MIN: 11.28 / MAX: 12.12MIN: 10.77 / MAX: 22.45MIN: 11.09 / MAX: 11.74MIN: 10.85 / MAX: 11.85MIN: 11.04 / MAX: 17.87MIN: 10.75 / MAX: 15.63MIN: 11.39 / MAX: 12.18MIN: 11.27 / MAX: 18.29MIN: 11.08 / MAX: 18.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215Min: 11.18 / Avg: 11.25 / Max: 11.34Min: 11.49 / Avg: 11.71 / Max: 11.88Min: 11.11 / Avg: 11.41 / Max: 11.76Min: 11.36 / Avg: 11.44 / Max: 11.48Min: 10.97 / Avg: 11.22 / Max: 11.53Min: 11.15 / Avg: 11.37 / Max: 11.52Min: 10.99 / Avg: 11.36 / Max: 11.8Min: 11.59 / Avg: 11.74 / Max: 11.86Min: 11.47 / Avg: 11.53 / Max: 11.63Min: 11.31 / Avg: 11.61 / Max: 12.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430SE +/- 0.37, N = 3SE +/- 0.56, N = 3SE +/- 0.35, N = 4SE +/- 0.33, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 5SE +/- 0.18, N = 15SE +/- 0.54, N = 3SE +/- 0.09, N = 4SE +/- 0.15, N = 324.9525.3424.6924.6924.7324.6225.2525.0525.7124.58MIN: 23.91 / MAX: 36.02MIN: 24.02 / MAX: 26.96MIN: 23.66 / MAX: 26.48MIN: 23.98 / MAX: 37.45MIN: 23.79 / MAX: 35.29MIN: 23.99 / MAX: 26.48MIN: 23.93 / MAX: 36.67MIN: 24.29 / MAX: 41.55MIN: 24.88 / MAX: 31.53MIN: 23.83 / MAX: 37.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50TITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060612182430Min: 24.25 / Avg: 24.95 / Max: 25.49Min: 24.25 / Avg: 25.34 / Max: 26.12Min: 24.08 / Avg: 24.69 / Max: 25.61Min: 24.3 / Avg: 24.69 / Max: 25.34Min: 24.09 / Avg: 24.73 / Max: 25.47Min: 24.24 / Avg: 24.62 / Max: 25.54Min: 24.32 / Avg: 25.25 / Max: 26.03Min: 24.51 / Avg: 25.05 / Max: 26.13Min: 25.49 / Avg: 25.71 / Max: 25.88Min: 24.43 / Avg: 24.58 / Max: 24.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025SE +/- 0.66, N = 3SE +/- 0.70, N = 3SE +/- 0.64, N = 4SE +/- 0.60, N = 3SE +/- 0.60, N = 3SE +/- 0.41, N = 5SE +/- 0.24, N = 15SE +/- 0.58, N = 3SE +/- 0.07, N = 4SE +/- 0.56, N = 321.8822.1521.3521.4522.1321.8121.7921.4122.8021.41MIN: 20.33 / MAX: 23.41MIN: 20.53 / MAX: 30.78MIN: 20.24 / MAX: 29.48MIN: 20.52 / MAX: 33.08MIN: 20.69 / MAX: 28.53MIN: 20.55 / MAX: 24.56MIN: 20.42 / MAX: 29.15MIN: 20.58 / MAX: 23.53MIN: 22.31 / MAX: 25.04MIN: 20.54 / MAX: 32.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025Min: 20.58 / Avg: 21.88 / Max: 22.73Min: 20.75 / Avg: 22.15 / Max: 22.97Min: 20.45 / Avg: 21.35 / Max: 23.22Min: 20.78 / Avg: 21.45 / Max: 22.65Min: 20.94 / Avg: 22.13 / Max: 22.74Min: 20.81 / Avg: 21.81 / Max: 22.63Min: 20.7 / Avg: 21.79 / Max: 22.84Min: 20.78 / Avg: 21.41 / Max: 22.57Min: 22.66 / Avg: 22.8 / Max: 22.92Min: 20.73 / Avg: 21.41 / Max: 22.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.73, N = 4SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.24, N = 4SE +/- 0.06, N = 15SE +/- 0.14, N = 2SE +/- 0.12, N = 4SE +/- 0.05, N = 314.3514.5015.1114.3614.4714.4514.5514.5114.6314.32MIN: 13.84 / MAX: 22.5MIN: 14.11 / MAX: 14.97MIN: 13.72 / MAX: 369.11MIN: 13.91 / MAX: 27.4MIN: 14.11 / MAX: 24.43MIN: 13.6 / MAX: 27.41MIN: 13.96 / MAX: 25.49MIN: 14.12 / MAX: 15.9MIN: 14.15 / MAX: 16.53MIN: 14.04 / MAX: 14.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206048121620Min: 14.16 / Avg: 14.35 / Max: 14.73Min: 14.37 / Avg: 14.5 / Max: 14.67Min: 13.96 / Avg: 15.11 / Max: 17.26Min: 14.29 / Avg: 14.36 / Max: 14.39Min: 14.45 / Avg: 14.47 / Max: 14.51Min: 13.82 / Avg: 14.45 / Max: 14.97Min: 14.17 / Avg: 14.55 / Max: 15.11Min: 14.37 / Avg: 14.51 / Max: 14.64Min: 14.43 / Avg: 14.63 / Max: 14.91Min: 14.27 / Avg: 14.32 / Max: 14.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.28, N = 4SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 5SE +/- 0.07, N = 15SE +/- 0.06, N = 3SE +/- 0.15, N = 4SE +/- 0.08, N = 318.2118.4518.5718.3218.6518.7718.5818.6818.4918.29MIN: 17.88 / MAX: 20.03MIN: 17.4 / MAX: 28.56MIN: 17.78 / MAX: 20.78MIN: 17.72 / MAX: 19.14MIN: 18.24 / MAX: 19.54MIN: 18.01 / MAX: 30.34MIN: 17.91 / MAX: 28.99MIN: 18.38 / MAX: 19.17MIN: 18.01 / MAX: 28.46MIN: 17.99 / MAX: 28.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060510152025Min: 18.04 / Avg: 18.21 / Max: 18.36Min: 17.75 / Avg: 18.45 / Max: 18.82Min: 17.99 / Avg: 18.57 / Max: 19.32Min: 17.93 / Avg: 18.32 / Max: 18.59Min: 18.43 / Avg: 18.65 / Max: 19.03Min: 18.52 / Avg: 18.77 / Max: 19.04Min: 18.08 / Avg: 18.58 / Max: 18.85Min: 18.56 / Avg: 18.68 / Max: 18.76Min: 18.24 / Avg: 18.49 / Max: 18.94Min: 18.17 / Avg: 18.29 / Max: 18.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG16 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601122334455SE +/- 0.36, N = 2SE +/- 0.18, N = 2SE +/- 0.33, N = 2SE +/- 0.20, N = 244.5147.5034.9844.0238.7034.1333.7530.2730.0027.12
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG16 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601020304050Min: 47.13 / Avg: 47.5 / Max: 47.86Min: 34.8 / Avg: 34.98 / Max: 35.15Min: 33.8 / Avg: 34.13 / Max: 34.46Min: 29.8 / Avg: 30 / Max: 30.19

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG19 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2060918273645SE +/- 0.08, N = 2SE +/- 0.15, N = 2SE +/- 0.05, N = 2SE +/- 0.04, N = 237.5640.8829.3836.9032.2928.3227.7824.5822.04
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG19 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2060918273645Min: 40.8 / Avg: 40.88 / Max: 40.96Min: 36.7 / Avg: 36.85 / Max: 37Min: 24.53 / Avg: 24.58 / Max: 24.63Min: 22 / Avg: 22.04 / Max: 22.07

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3244.00280.31167.73231.73180.23161.88152.58129.65126.76110.96
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206050100150200250Min: 243.89 / Avg: 244 / Max: 244.2Min: 280.19 / Avg: 280.31 / Max: 280.4Min: 167.57 / Avg: 167.73 / Max: 167.95Min: 231.56 / Avg: 231.73 / Max: 231.92Min: 180.23 / Avg: 180.23 / Max: 180.24Min: 161.61 / Avg: 161.88 / Max: 162.23Min: 152.48 / Avg: 152.58 / Max: 152.74Min: 129.55 / Avg: 129.65 / Max: 129.72Min: 126.67 / Avg: 126.76 / Max: 126.86Min: 110.92 / Avg: 110.96 / Max: 110.99

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206050100150200250SE +/- 0.14, N = 3SE +/- 0.28, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3194.50223.64133.11185.09143.39128.62121.35103.03100.6188.38
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604080120160200Min: 194.26 / Avg: 194.5 / Max: 194.75Min: 223.21 / Avg: 223.64 / Max: 224.17Min: 132.99 / Avg: 133.11 / Max: 133.27Min: 184.82 / Avg: 185.09 / Max: 185.34Min: 143.04 / Avg: 143.39 / Max: 143.72Min: 128.16 / Avg: 128.62 / Max: 129.09Min: 121.26 / Avg: 121.35 / Max: 121.43Min: 102.88 / Avg: 103.03 / Max: 103.23Min: 100.48 / Avg: 100.61 / Max: 100.75Min: 88.29 / Avg: 88.38 / Max: 88.53

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20602004006008001000SE +/- 1.34, N = 3SE +/- 1.56, N = 3SE +/- 0.42, N = 3SE +/- 1.36, N = 3SE +/- 0.10, N = 3SE +/- 1.14, N = 3SE +/- 0.23, N = 3SE +/- 1.13, N = 3SE +/- 0.53, N = 3SE +/- 0.58, N = 3782.291019.79689.61754.69588.04545.48499.43447.47440.36392.02
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20602004006008001000Min: 780.19 / Avg: 782.29 / Max: 784.78Min: 1016.69 / Avg: 1019.79 / Max: 1021.7Min: 688.81 / Avg: 689.61 / Max: 690.25Min: 751.97 / Avg: 754.69 / Max: 756.18Min: 587.84 / Avg: 588.04 / Max: 588.17Min: 543.2 / Avg: 545.48 / Max: 546.7Min: 499.19 / Avg: 499.43 / Max: 499.88Min: 445.22 / Avg: 447.47 / Max: 448.85Min: 439.5 / Avg: 440.36 / Max: 441.32Min: 391.1 / Avg: 392.02 / Max: 393.09

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20607001400210028003500SE +/- 2.13, N = 3SE +/- 8.25, N = 3SE +/- 4.77, N = 3SE +/- 4.12, N = 3SE +/- 1.68, N = 3SE +/- 0.70, N = 3SE +/- 3.23, N = 3SE +/- 3.57, N = 3SE +/- 2.50, N = 3SE +/- 1.88, N = 32551.383062.001875.372414.961816.871726.881701.991566.361581.851282.27
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20605001000150020002500Min: 2548.72 / Avg: 2551.38 / Max: 2555.6Min: 3047.81 / Avg: 3062 / Max: 3076.37Min: 1866.85 / Avg: 1875.37 / Max: 1883.35Min: 2408.14 / Avg: 2414.96 / Max: 2422.38Min: 1814.01 / Avg: 1816.87 / Max: 1819.83Min: 1725.68 / Avg: 1726.88 / Max: 1728.09Min: 1696.04 / Avg: 1701.99 / Max: 1707.16Min: 1559.43 / Avg: 1566.36 / Max: 1571.33Min: 1577.56 / Avg: 1581.85 / Max: 1586.21Min: 1279.04 / Avg: 1282.27 / Max: 1285.56

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060160320480640800SE +/- 2.07, N = 3SE +/- 1.40, N = 3SE +/- 0.51, N = 3SE +/- 0.39, N = 3SE +/- 0.40, N = 3SE +/- 0.34, N = 3SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 0.68, N = 3SE +/- 0.61, N = 3654.76730.76454.66636.84468.60442.78422.86379.70376.59320.95
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060130260390520650Min: 651.34 / Avg: 654.76 / Max: 658.49Min: 728.1 / Avg: 730.76 / Max: 732.83Min: 453.88 / Avg: 454.66 / Max: 455.61Min: 636.1 / Avg: 636.84 / Max: 637.42Min: 467.97 / Avg: 468.6 / Max: 469.35Min: 442.1 / Avg: 442.78 / Max: 443.14Min: 422.06 / Avg: 422.86 / Max: 424.08Min: 378.32 / Avg: 379.7 / Max: 380.61Min: 375.36 / Avg: 376.59 / Max: 377.7Min: 320.19 / Avg: 320.95 / Max: 322.16

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20608001600240032004000SE +/- 16.11, N = 3SE +/- 12.23, N = 3SE +/- 1.99, N = 3SE +/- 16.01, N = 3SE +/- 1.35, N = 3SE +/- 3.97, N = 3SE +/- 0.32, N = 3SE +/- 1.56, N = 3SE +/- 2.83, N = 3SE +/- 1.92, N = 33392.963623.822428.743316.312489.112333.792300.012004.512011.991720.24
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20606001200180024003000Min: 3372.77 / Avg: 3392.96 / Max: 3424.79Min: 3610.41 / Avg: 3623.82 / Max: 3648.25Min: 2425.97 / Avg: 2428.74 / Max: 2432.61Min: 3290.16 / Avg: 3316.31 / Max: 3345.38Min: 2486.64 / Avg: 2489.11 / Max: 2491.31Min: 2327.08 / Avg: 2333.79 / Max: 2340.83Min: 2299.55 / Avg: 2300.01 / Max: 2300.62Min: 2001.61 / Avg: 2004.51 / Max: 2006.94Min: 2006.9 / Avg: 2011.99 / Max: 2016.69Min: 1716.7 / Avg: 1720.24 / Max: 1723.29

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206060120180240300SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3228.78261.32177.41213.54160.48152.28149.68148.04147.13125.45
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206050100150200250Min: 228.66 / Avg: 228.78 / Max: 228.88Min: 261.3 / Avg: 261.32 / Max: 261.33Min: 176.91 / Avg: 177.41 / Max: 177.8Min: 213.46 / Avg: 213.54 / Max: 213.68Min: 160.26 / Avg: 160.48 / Max: 160.64Min: 152.12 / Avg: 152.28 / Max: 152.56Min: 149.58 / Avg: 149.68 / Max: 149.81Min: 147.9 / Avg: 148.04 / Max: 148.17Min: 146.86 / Avg: 147.13 / Max: 147.36Min: 125.37 / Avg: 125.45 / Max: 125.59

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206090180270360450SE +/- 0.19, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.39, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3359.13398.64236.40351.18266.39242.54220.43202.05203.78171.78
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206070140210280350Min: 358.76 / Avg: 359.13 / Max: 359.37Min: 397.44 / Avg: 398.64 / Max: 399.75Min: 235.12 / Avg: 236.4 / Max: 237.36Min: 350.46 / Avg: 351.18 / Max: 351.79Min: 266.35 / Avg: 266.39 / Max: 266.45Min: 241.78 / Avg: 242.54 / Max: 243.37Min: 220.42 / Avg: 220.43 / Max: 220.45Min: 201.57 / Avg: 202.05 / Max: 202.54Min: 203.46 / Avg: 203.78 / Max: 204.08Min: 171.52 / Avg: 171.78 / Max: 172.12

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 366.5079.2348.0463.5349.1645.3942.3239.0738.4231.81
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601530456075Min: 66.24 / Avg: 66.5 / Max: 66.84Min: 79.06 / Avg: 79.23 / Max: 79.46Min: 47.98 / Avg: 48.04 / Max: 48.14Min: 63.31 / Avg: 63.53 / Max: 63.79Min: 49.12 / Avg: 49.16 / Max: 49.23Min: 45.25 / Avg: 45.39 / Max: 45.56Min: 42.28 / Avg: 42.32 / Max: 42.4Min: 38.93 / Avg: 39.07 / Max: 39.27Min: 38.31 / Avg: 38.42 / Max: 38.57Min: 31.78 / Avg: 31.81 / Max: 31.88

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 OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 2.49, N = 15SE +/- 2.49, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 318.6411.4820.1521.6725.2226.2425.4431.3430.9036.27
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060816243240Min: 18.64 / Avg: 18.64 / Max: 18.65Min: 11.47 / Avg: 11.48 / Max: 11.51Min: 17.62 / Avg: 20.15 / Max: 54.99Min: 19.14 / Avg: 21.67 / Max: 56.55Min: 25.2 / Avg: 25.22 / Max: 25.25Min: 26.22 / Avg: 26.24 / Max: 26.27Min: 25.43 / Avg: 25.44 / Max: 25.44Min: 31.29 / Avg: 31.34 / Max: 31.38Min: 30.86 / Avg: 30.9 / Max: 30.95Min: 36.26 / Avg: 36.27 / Max: 36.29

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060306090120150SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.50, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.32, N = 3SE +/- 0.95, N = 3SE +/- 0.38, N = 3SE +/- 0.39, N = 373.4038.8556.3373.9981.1486.1389.12148.17144.40147.65
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060306090120150Min: 73.05 / Avg: 73.4 / Max: 73.6Min: 38.66 / Avg: 38.85 / Max: 39.17Min: 56.09 / Avg: 56.33 / Max: 56.78Min: 73.36 / Avg: 73.99 / Max: 74.98Min: 81.01 / Avg: 81.14 / Max: 81.36Min: 85.85 / Avg: 86.13 / Max: 86.31Min: 88.75 / Avg: 89.12 / Max: 89.75Min: 147.05 / Avg: 148.17 / Max: 150.06Min: 143.87 / Avg: 144.4 / Max: 145.15Min: 147.02 / Avg: 147.65 / Max: 148.37

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 331.7221.4836.7432.8042.6045.5148.0358.3458.9467.13
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20601326395265Min: 31.67 / Avg: 31.72 / Max: 31.75Min: 21.45 / Avg: 21.48 / Max: 21.5Min: 36.73 / Avg: 36.74 / Max: 36.74Min: 32.77 / Avg: 32.8 / Max: 32.83Min: 42.56 / Avg: 42.6 / Max: 42.64Min: 45.48 / Avg: 45.51 / Max: 45.56Min: 48.01 / Avg: 48.03 / Max: 48.06Min: 58.3 / Avg: 58.34 / Max: 58.4Min: 58.9 / Avg: 58.94 / Max: 58.97Min: 67.04 / Avg: 67.13 / Max: 67.19

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060400800120016002000SE +/- 1.56, N = 3SE +/- 1.49, N = 3SE +/- 0.84, N = 3SE +/- 1.58, N = 3SE +/- 0.14, N = 3SE +/- 0.81, N = 3SE +/- 1.90, N = 3SE +/- 2.84, N = 3SE +/- 0.52, N = 3SE +/- 2.01, N = 3905.22421.51565.99899.14911.32971.62996.821826.301758.171779.46
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206030060090012001500Min: 902.1 / Avg: 905.22 / Max: 906.85Min: 418.54 / Avg: 421.51 / Max: 423.16Min: 564.73 / Avg: 565.99 / Max: 567.59Min: 896.07 / Avg: 899.14 / Max: 901.29Min: 911.03 / Avg: 911.32 / Max: 911.46Min: 970.02 / Avg: 971.62 / Max: 972.61Min: 994.51 / Avg: 996.82 / Max: 1000.6Min: 1823.08 / Avg: 1826.3 / Max: 1831.97Min: 1757.56 / Avg: 1758.17 / Max: 1759.21Min: 1775.85 / Avg: 1779.46 / Max: 1782.78

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206050100150200250SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.04, N = 3102.5155.6384.95103.97126.93132.90132.73198.63194.41206.86
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604080120160200Min: 102.35 / Avg: 102.51 / Max: 102.59Min: 55.56 / Avg: 55.63 / Max: 55.68Min: 84.8 / Avg: 84.95 / Max: 85.05Min: 103.78 / Avg: 103.97 / Max: 104.11Min: 126.92 / Avg: 126.93 / Max: 126.93Min: 132.89 / Avg: 132.9 / Max: 132.92Min: 132.65 / Avg: 132.73 / Max: 132.86Min: 198.51 / Avg: 198.63 / Max: 198.7Min: 193.89 / Avg: 194.41 / Max: 194.71Min: 206.81 / Avg: 206.86 / Max: 206.93

MandelGPU

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

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060100M200M300M400M500MSE +/- 2487384.16, N = 3SE +/- 2886689.51, N = 3SE +/- 805777.35, N = 3SE +/- 590928.34, N = 3SE +/- 774665.97, N = 3SE +/- 1494897.42, N = 3SE +/- 516930.54, N = 3SE +/- 776602.98, N = 3SE +/- 1645708.79, N = 3SE +/- 1171800.01, N = 3460475602.6421918457.5280941400.2447272306.0368037096.6343080891.1321637774.3283803060.1278640038.1253858256.71. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 206080M160M240M320M400MMin: 456823625.6 / Avg: 460475602.63 / Max: 465227089Min: 416224930.1 / Avg: 421918457.53 / Max: 425593917.8Min: 279554422.5 / Avg: 280941400.2 / Max: 282345558.5Min: 446515657.3 / Avg: 447272305.97 / Max: 448436887.9Min: 367161175.1 / Avg: 368037096.6 / Max: 369581806.3Min: 340117536.2 / Avg: 343080891.13 / Max: 344906153.5Min: 320868119.2 / Avg: 321637774.3 / Max: 322620410.2Min: 282488197.6 / Avg: 283803060.13 / Max: 285176514.4Min: 275395080.7 / Avg: 278640038.1 / Max: 280739759.8Min: 252012662 / Avg: 253858256.67 / Max: 256031926.11. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603K6K9K12K15KSE +/- 135.03, N = 15SE +/- 232.90, N = 3SE +/- 74.13, N = 15SE +/- 138.31, N = 15SE +/- 165.30, N = 3SE +/- 43.62, N = 3SE +/- 72.96, N = 15SE +/- 85.50, N = 15SE +/- 78.58, N = 15SE +/- 4.93, N = 313791.9115586.038365.8513432.8910244.089330.838551.577094.246956.555224.681. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603K6K9K12K15KMin: 13030.15 / Avg: 13791.91 / Max: 14640.53Min: 15120.41 / Avg: 15586.03 / Max: 15829.85Min: 8066.64 / Avg: 8365.85 / Max: 8841.09Min: 12585.79 / Avg: 13432.89 / Max: 14103.73Min: 10064.17 / Avg: 10244.08 / Max: 10574.23Min: 9256.35 / Avg: 9330.83 / Max: 9407.4Min: 8207.21 / Avg: 8551.57 / Max: 8988.85Min: 6682.54 / Avg: 7094.24 / Max: 7573.34Min: 6536.35 / Avg: 6956.55 / Max: 7436.82Min: 5214.84 / Avg: 5224.68 / Max: 5230.161. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20606K12K18K24K30KSE +/- 193.76, N = 15SE +/- 0.32, N = 3SE +/- 0.44, N = 3SE +/- 138.31, N = 3SE +/- 174.06, N = 3SE +/- 6.84, N = 3SE +/- 84.78, N = 15SE +/- 90.04, N = 15SE +/- 75.69, N = 15SE +/- 56.79, N = 1514109.6829490.8116033.6412677.1810347.928860.558591.777190.536985.025369.811. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20605K10K15K20K25KMin: 13082.74 / Avg: 14109.68 / Max: 15225.77Min: 29490.17 / Avg: 29490.81 / Max: 29491.23Min: 16032.85 / Avg: 16033.64 / Max: 16034.35Min: 12519.53 / Avg: 12677.18 / Max: 12952.86Min: 10085.98 / Avg: 10347.92 / Max: 10677.47Min: 8852.98 / Avg: 8860.55 / Max: 8874.21Min: 8224.66 / Avg: 8591.77 / Max: 9059Min: 6694.89 / Avg: 7190.53 / Max: 7686.03Min: 6585.02 / Avg: 6985.02 / Max: 7464.32Min: 5210.71 / Avg: 5369.81 / Max: 5752.541. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060120240360480600SE +/- 1.44, N = 3SE +/- 0.00, N = 3SE +/- 0.89, N = 3SE +/- 1.36, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.77, N = 3SE +/- 0.69, N = 3SE +/- 0.61, N = 3545.22545.91306.12519.03373.96344.68309.27268.18261.53231.271. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060100200300400500Min: 543.78 / Avg: 545.22 / Max: 548.1Min: 545.91 / Avg: 545.91 / Max: 545.91Min: 304.34 / Avg: 306.12 / Max: 307.02Min: 517.66 / Avg: 519.03 / Max: 521.76Min: 373.96 / Avg: 373.96 / Max: 373.96Min: 344.68 / Avg: 344.68 / Max: 344.69Min: 309.25 / Avg: 309.27 / Max: 309.28Min: 267.29 / Avg: 268.18 / Max: 269.72Min: 260.81 / Avg: 261.53 / Max: 262.91Min: 230.04 / Avg: 231.27 / Max: 231.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060140280420560700SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.66, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.41, N = 3SE +/- 0.14, N = 3530.48662.24389.18508.00405.68369.65370.17369.14369.42277.401. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 3080RTX 3060 TIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060120240360480600Min: 530.47 / Avg: 530.48 / Max: 530.5Min: 662.21 / Avg: 662.24 / Max: 662.28Min: 389.13 / Avg: 389.18 / Max: 389.26Min: 506.68 / Avg: 508 / Max: 508.76Min: 405.4 / Avg: 405.68 / Max: 406.01Min: 369.57 / Avg: 369.65 / Max: 369.72Min: 369.75 / Avg: 370.17 / Max: 370.4Min: 369.12 / Avg: 369.14 / Max: 369.16Min: 368.61 / Avg: 369.42 / Max: 369.88Min: 277.16 / Avg: 277.4 / Max: 277.661. (CXX) g++ options: -O3 -rdynamic -lOpenCL

64 Results Shown

RealSR-NCNN:
  4x - No
  4x - Yes
Waifu2x-NCNN Vulkan
VkFFT
Hashcat:
  MD5
  SHA1
  7-Zip
  SHA-512
  TrueCrypt RIPEMD160 + XTS
FinanceBench
ViennaCL
cl-mem:
  Copy
  Read
  Write
Betsy GPU Compressor:
  ETC1 - Highest
  ETC2 RGB - Highest
VkResample:
  2x - Double
  2x - Single
OctaneBench
RedShift Demo
LuxCoreRender OpenCL:
  DLSC
  Food
  LuxCore Benchmark
  Rainbow Colors and Prism
FAHBench
LeelaChessZero
Rodinia
ArrayFire
NCNN:
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
PlaidML:
  No - Training - VGG16 - OpenCL
  No - Training - VGG19 - OpenCL
  No - Inference - VGG16 - OpenCL
  No - Inference - VGG19 - OpenCL
  No - Inference - IMDB LSTM - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - ResNet 50 - OpenCL
  Yes - Inference - Mobilenet - OpenCL
  No - Inference - DenseNet 201 - OpenCL
  No - Inference - Inception V3 - OpenCL
  No - Inference - NASNer Large - OpenCL
Blender:
  BMW27 - NVIDIA OptiX
  Classroom - NVIDIA OptiX
  Fishy Cat - NVIDIA OptiX
  Barbershop - NVIDIA OptiX
  Pabellon Barcelona - NVIDIA OptiX
MandelGPU
clpeak:
  Integer Compute INT
  Single-Precision Float
  Double-Precision Double
  Global Memory Bandwidth