NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012250-HA-NVIDIAGPU61
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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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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  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 30 RTX 20OpenBenchmarking.orgPhoronix Test Suite 10.4.0AMD 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 30 RTX 20 BenchmarksSystem 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 Suite 10.4.0100%165%229%294%358%BlenderclpeakLuxCoreRender OpenCLOctaneBenchRedShift DemoFinanceBenchVkResamplePlaidMLBetsy GPU CompressorHashcatRealSR-NCNNRodiniacl-memLeelaChessZeroMandelGPUVkFFTFAHBenchArrayFireWaifu2x-NCNN VulkanViennaCLNCNN

NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20realsr-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: NoRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.091, N = 3SE +/- 0.111, N = 3SE +/- 0.096, N = 3SE +/- 0.110, N = 3SE +/- 0.131, N = 3SE +/- 0.101, N = 3SE +/- 0.108, N = 3SE +/- 0.105, N = 3SE +/- 0.056, N = 3SE +/- 0.093, N = 312.70711.54011.1879.9729.4738.8427.6057.3608.7846.345
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 12.61 / Avg: 12.71 / Max: 12.89Min: 11.32 / Avg: 11.54 / Max: 11.67Min: 11.07 / Avg: 11.19 / Max: 11.38Min: 9.84 / Avg: 9.97 / Max: 10.19Min: 9.23 / Avg: 9.47 / Max: 9.68Min: 8.68 / Avg: 8.84 / Max: 9.03Min: 7.47 / Avg: 7.61 / Max: 7.82Min: 7.15 / Avg: 7.36 / Max: 7.48Min: 8.71 / Avg: 8.78 / Max: 8.89Min: 6.24 / Avg: 6.35 / Max: 6.53

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308020406080100SE +/- 0.35, N = 3SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 0.29, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 385.9575.8974.6563.1859.4054.0444.1941.7354.1434.21
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801632486480Min: 85.25 / Avg: 85.95 / Max: 86.34Min: 75.18 / Avg: 75.89 / Max: 76.42Min: 73.77 / Avg: 74.65 / Max: 75.25Min: 62.63 / Avg: 63.18 / Max: 63.64Min: 58.67 / Avg: 59.4 / Max: 59.96Min: 53.54 / Avg: 54.04 / Max: 54.47Min: 43.83 / Avg: 44.19 / Max: 44.57Min: 41.31 / Avg: 41.73 / Max: 42.06Min: 53.97 / Avg: 54.14 / Max: 54.26Min: 34.08 / Avg: 34.21 / Max: 34.32

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801.30032.60063.90095.20126.5015SE +/- 0.064, N = 3SE +/- 0.055, N = 3SE +/- 0.049, N = 3SE +/- 0.067, N = 4SE +/- 0.053, N = 3SE +/- 0.060, N = 3SE +/- 0.057, N = 3SE +/- 0.056, N = 3SE +/- 0.008, N = 3SE +/- 0.047, N = 55.7795.3135.3144.7614.6054.3583.8563.8274.3713.512
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 5.7 / Avg: 5.78 / Max: 5.91Min: 5.24 / Avg: 5.31 / Max: 5.42Min: 5.24 / Avg: 5.31 / Max: 5.4Min: 4.68 / Avg: 4.76 / Max: 4.96Min: 4.55 / Avg: 4.61 / Max: 4.71Min: 4.3 / Avg: 4.36 / Max: 4.48Min: 3.79 / Avg: 3.86 / Max: 3.97Min: 3.77 / Avg: 3.83 / Max: 3.94Min: 4.36 / Avg: 4.37 / Max: 4.39Min: 3.46 / Avg: 3.51 / Max: 3.7

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 1.1.1RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30809K18K27K36K45KSE +/- 44.06, N = 3SE +/- 257.75, N = 3SE +/- 149.21, N = 3SE +/- 213.44, N = 3SE +/- 95.96, N = 3SE +/- 51.40, N = 3SE +/- 78.30, N = 3SE +/- 413.34, N = 3SE +/- 86.88, N = 3SE +/- 284.10, N = 3229032958529546294272874530475341103621632556409971. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30807K14K21K28K35KMin: 22855 / Avg: 22903 / Max: 22991Min: 29073 / Avg: 29585 / Max: 29893Min: 29279 / Avg: 29545.67 / Max: 29795Min: 29051 / Avg: 29427.33 / Max: 29790Min: 28554 / Avg: 28745.33 / Max: 28854Min: 30374 / Avg: 30475.33 / Max: 30541Min: 33998 / Avg: 34110.33 / Max: 34261Min: 35754 / Avg: 36216.33 / Max: 37041Min: 32413 / Avg: 32556 / Max: 32713Min: 40429 / Avg: 40996.67 / Max: 413021. (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: MD5RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308012000M24000M36000M48000M60000MSE +/- 11770207.21, N = 3SE +/- 8911415.90, N = 3SE +/- 9342079.24, N = 3SE +/- 41910871.04, N = 3SE +/- 30944592.06, N = 3SE +/- 13808974.54, N = 3SE +/- 63030953.60, N = 3SE +/- 33241139.17, N = 3SE +/- 23055223.56, N = 3SE +/- 39942305.61, N = 325930633333292720000002995556666735466033333384932333334313696666755488333333581043000003292760000056429133333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308010000M20000M30000M40000M50000MMin: 25912500000 / Avg: 25930633333.33 / Max: 25952700000Min: 29257200000 / Avg: 29272000000 / Max: 29288000000Min: 29942600000 / Avg: 29955566666.67 / Max: 29973700000Min: 35411800000 / Avg: 35466033333.33 / Max: 35548500000Min: 38441600000 / Avg: 38493233333.33 / Max: 38548600000Min: 43113600000 / Avg: 43136966666.67 / Max: 43161400000Min: 55414200000 / Avg: 55488333333.33 / Max: 55613700000Min: 58048500000 / Avg: 58104300000 / Max: 58163500000Min: 32881500000 / Avg: 32927600000 / Max: 32951500000Min: 56361200000 / Avg: 56429133333.33 / Max: 56499500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30804000M8000M12000M16000M20000MSE +/- 2302414.19, N = 3SE +/- 7522189.40, N = 3SE +/- 2514844.82, N = 3SE +/- 1017076.42, N = 3SE +/- 14178073.84, N = 3SE +/- 3601851.38, N = 3SE +/- 20384389.45, N = 3SE +/- 24080351.60, N = 3SE +/- 16045802.50, N = 3SE +/- 13325289.24, N = 382489333339314900000953546666711183366667122035333331365300000017751300000185764000001110373333319151100000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803000M6000M9000M12000M15000MMin: 8244400000 / Avg: 8248933333.33 / Max: 8251900000Min: 9301400000 / Avg: 9314900000 / Max: 9327400000Min: 9530600000 / Avg: 9535466666.67 / Max: 9539000000Min: 11181500000 / Avg: 11183366666.67 / Max: 11185000000Min: 12180000000 / Avg: 12203533333.33 / Max: 12229000000Min: 13645800000 / Avg: 13653000000 / Max: 13656800000Min: 17722000000 / Avg: 17751300000 / Max: 17790500000Min: 18538200000 / Avg: 18576400000 / Max: 18620900000Min: 11085300000 / Avg: 11103733333.33 / Max: 11135700000Min: 19135400000 / Avg: 19151100000 / Max: 19177600000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080200K400K600K800K1000KSE +/- 1101.51, N = 3SE +/- 1192.10, N = 3SE +/- 726.48, N = 3SE +/- 435.89, N = 3SE +/- 1713.99, N = 3SE +/- 1963.27, N = 3SE +/- 3113.41, N = 3SE +/- 520.68, N = 3SE +/- 3659.23, N = 3SE +/- 503.32, N = 3439000490533500233593700637367711967885300937233581300981300
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080200K400K600K800K1000KMin: 437800 / Avg: 439000 / Max: 441200Min: 489100 / Avg: 490533.33 / Max: 492900Min: 498900 / Avg: 500233.33 / Max: 501400Min: 592900 / Avg: 593700 / Max: 594400Min: 634100 / Avg: 637366.67 / Max: 639900Min: 708600 / Avg: 711966.67 / Max: 715400Min: 881700 / Avg: 885300 / Max: 891500Min: 936300 / Avg: 937233.33 / Max: 938100Min: 574600 / Avg: 581300 / Max: 587200Min: 980700 / Avg: 981300 / Max: 982300

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080500M1000M1500M2000M2500MSE +/- 635959.47, N = 3SE +/- 1281058.59, N = 3SE +/- 845248.16, N = 3SE +/- 933333.33, N = 3SE +/- 814452.78, N = 3SE +/- 2042873.79, N = 3SE +/- 1258305.74, N = 3SE +/- 3263093.28, N = 3SE +/- 750555.35, N = 3SE +/- 2669165.50, N = 31049366667118343333312132666671426733333155950000017341000002241700000235036666714069000002426033333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080400M800M1200M1600M2000MMin: 1048100000 / Avg: 1049366666.67 / Max: 1050100000Min: 1181600000 / Avg: 1183433333.33 / Max: 1185900000Min: 1211700000 / Avg: 1213266666.67 / Max: 1214600000Min: 1425000000 / Avg: 1426733333.33 / Max: 1428200000Min: 1558000000 / Avg: 1559500000 / Max: 1560800000Min: 1730900000 / Avg: 1734100000 / Max: 1737900000Min: 2239200000 / Avg: 2241700000 / Max: 2243200000Min: 2344200000 / Avg: 2350366666.67 / Max: 2355300000Min: 1405400000 / Avg: 1406900000 / Max: 1407700000Min: 2421700000 / Avg: 2426033333.33 / Max: 2430900000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080150K300K450K600K750KSE +/- 57.74, N = 3SE +/- 57.74, N = 3SE +/- 556.78, N = 3SE +/- 66.67, N = 3SE +/- 133.33, N = 3SE +/- 4580.29, N = 15SE +/- 1591.99, N = 3SE +/- 1120.02, N = 3SE +/- 550.76, N = 3SE +/- 750.56, N = 3311800349600356700423733461367527287657967688167427100723200
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080130K260K390K520K650KMin: 311700 / Avg: 311800 / Max: 311900Min: 349500 / Avg: 349600 / Max: 349700Min: 355600 / Avg: 356700 / Max: 357400Min: 423600 / Avg: 423733.33 / Max: 423800Min: 461100 / Avg: 461366.67 / Max: 461500Min: 510000 / Avg: 527286.67 / Max: 547300Min: 655100 / Avg: 657966.67 / Max: 660600Min: 686900 / Avg: 688166.67 / Max: 690400Min: 426100 / Avg: 427100 / Max: 428000Min: 722400 / Avg: 723200 / Max: 724700

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.017, N = 3SE +/- 0.003, N = 3SE +/- 0.019, N = 3SE +/- 0.022, N = 3SE +/- 0.007, N = 3SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.020, N = 312.56510.45410.2258.2247.6206.7496.0145.6918.3284.8691. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 12.56 / Avg: 12.56 / Max: 12.57Min: 10.44 / Avg: 10.45 / Max: 10.47Min: 10.19 / Avg: 10.22 / Max: 10.24Min: 8.22 / Avg: 8.22 / Max: 8.23Min: 7.58 / Avg: 7.62 / Max: 7.64Min: 6.73 / Avg: 6.75 / Max: 6.79Min: 6 / Avg: 6.01 / Max: 6.02Min: 5.68 / Avg: 5.69 / Max: 5.7Min: 8.33 / Avg: 8.33 / Max: 8.33Min: 4.84 / Avg: 4.87 / Max: 4.911. (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 FactorizationRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308020406080100SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 374.5174.0974.1875.8077.1776.6978.3281.3275.7979.321. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801632486480Min: 74.22 / Avg: 74.51 / Max: 74.9Min: 73.47 / Avg: 74.09 / Max: 74.83Min: 73.97 / Avg: 74.18 / Max: 74.54Min: 75.33 / Avg: 75.8 / Max: 76.6Min: 76.9 / Avg: 77.17 / Max: 77.45Min: 76.49 / Avg: 76.69 / Max: 76.91Min: 77.99 / Avg: 78.32 / Max: 78.68Min: 81.06 / Avg: 81.32 / Max: 81.7Min: 75.6 / Avg: 75.79 / Max: 75.89Min: 79.13 / Avg: 79.32 / Max: 79.431. (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: CopyRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308080160240320400SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3239.5288.3285.7292.3290.5302.0324.0320.8294.1354.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308060120180240300Min: 239.5 / Avg: 239.53 / Max: 239.6Min: 288.2 / Avg: 288.3 / Max: 288.4Min: 285.6 / Avg: 285.7 / Max: 285.8Min: 292.2 / Avg: 292.27 / Max: 292.3Min: 290.5 / Avg: 290.53 / Max: 290.6Min: 301.8 / Avg: 301.97 / Max: 302.1Min: 323.7 / Avg: 323.97 / Max: 324.2Min: 320.7 / Avg: 320.77 / Max: 320.8Min: 293.8 / Avg: 294.1 / Max: 294.5Min: 354.6 / Avg: 354.67 / Max: 354.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080150300450600750SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.44, N = 3SE +/- 0.06, N = 3297.5397.1397.1397.1397.1437.8545.6568.2392.8674.21. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080120240360480600Min: 297.5 / Avg: 297.5 / Max: 297.5Min: 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: 437.8 / Avg: 437.8 / Max: 437.8Min: 545.3 / Avg: 545.6 / Max: 545.9Min: 568.1 / Avg: 568.2 / Max: 568.3Min: 392.1 / Avg: 392.8 / Max: 393.6Min: 674.1 / Avg: 674.2 / Max: 674.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080140280420560700SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 1.30, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3251.6340.1323.9320.6331.9350.8446.6495.4384.3645.31. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080110220330440550Min: 251.4 / Avg: 251.63 / Max: 251.8Min: 339.7 / Avg: 340.07 / Max: 340.4Min: 323.6 / Avg: 323.87 / Max: 324Min: 320.2 / Avg: 320.57 / Max: 321Min: 330.4 / Avg: 331.93 / Max: 333Min: 350.5 / Avg: 350.8 / Max: 351.1Min: 445.9 / Avg: 446.57 / Max: 447.2Min: 492.9 / Avg: 495.37 / Max: 497.3Min: 384.1 / Avg: 384.33 / Max: 384.7Min: 645.3 / Avg: 645.33 / Max: 645.41. (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: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810SE +/- 0.054, N = 13SE +/- 0.052, N = 13SE +/- 0.052, N = 13SE +/- 0.054, N = 13SE +/- 0.048, N = 14SE +/- 0.060, N = 14SE +/- 0.049, N = 14SE +/- 0.051, N = 14SE +/- 0.051, N = 14SE +/- 0.052, N = 146.1895.4515.3094.8244.3754.0043.1773.0434.3582.7011. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 6.1 / Avg: 6.19 / Max: 6.83Min: 5.37 / Avg: 5.45 / Max: 6.08Min: 5.23 / Avg: 5.31 / Max: 5.93Min: 4.74 / Avg: 4.82 / Max: 5.47Min: 4.3 / Avg: 4.37 / Max: 5Min: 3.9 / Avg: 4 / Max: 4.78Min: 3.09 / Avg: 3.18 / Max: 3.81Min: 2.97 / Avg: 3.04 / Max: 3.71Min: 4.3 / Avg: 4.36 / Max: 5.03Min: 2.61 / Avg: 2.7 / Max: 3.371. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060 TIRTX 3080246810SE +/- 0.084, N = 9SE +/- 0.060, N = 13SE +/- 0.064, N = 12SE +/- 0.053, N = 15SE +/- 0.064, N = 12SE +/- 0.057, N = 14SE +/- 0.058, N = 13SE +/- 0.066, N = 13SE +/- 0.063, N = 138.7487.7337.6466.6536.1535.5074.1166.0403.6641. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060 TIRTX 30803691215Min: 8.64 / Avg: 8.75 / Max: 9.42Min: 7.64 / Avg: 7.73 / Max: 8.45Min: 7.54 / Avg: 7.65 / Max: 8.34Min: 6.57 / Avg: 6.65 / Max: 7.39Min: 6.04 / Avg: 6.15 / Max: 6.85Min: 5.41 / Avg: 5.51 / Max: 6.25Min: 4.04 / Avg: 4.12 / Max: 4.81Min: 5.97 / Avg: 6.04 / Max: 6.83Min: 3.57 / Avg: 3.66 / Max: 4.421. (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: DoubleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308080160240320400SE +/- 0.05, N = 3SE +/- 0.28, N = 3SE +/- 0.78, N = 3SE +/- 0.26, N = 3SE +/- 0.63, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.88, N = 3SE +/- 0.30, N = 3350.96309.62302.85261.97235.51216.54152.85149.20264.87148.281. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308060120180240300Min: 350.87 / Avg: 350.96 / Max: 351.05Min: 309.12 / Avg: 309.62 / Max: 310.1Min: 301.95 / Avg: 302.84 / Max: 304.4Min: 261.65 / Avg: 261.97 / Max: 262.48Min: 234.77 / Avg: 235.51 / Max: 236.77Min: 216.53 / Avg: 216.54 / Max: 216.55Min: 152.67 / Avg: 152.85 / Max: 153.08Min: 149.06 / Avg: 149.2 / Max: 149.4Min: 263.51 / Avg: 264.87 / Max: 266.52Min: 147.88 / Avg: 148.28 / Max: 148.861. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080612182430SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.2022.2822.2719.5219.0217.5114.7713.5617.6811.221. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080612182430Min: 27.1 / Avg: 27.19 / Max: 27.25Min: 22.22 / Avg: 22.28 / Max: 22.32Min: 22.2 / Avg: 22.27 / Max: 22.32Min: 19.52 / Avg: 19.52 / Max: 19.53Min: 19.01 / Avg: 19.02 / Max: 19.03Min: 17.48 / Avg: 17.51 / Max: 17.55Min: 14.71 / Avg: 14.77 / Max: 14.83Min: 13.53 / Avg: 13.56 / Max: 13.62Min: 17.66 / Avg: 17.68 / Max: 17.7Min: 11.21 / Avg: 11.22 / Max: 11.231. (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 ScoreRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080120240360480600195.01244.22243.26264.53261.33268.11354.86383.46383.42565.10

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080100200300400500SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3469378375351341325246235239165
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308080160240320400Min: 468 / Avg: 469.33 / Max: 471Min: 377 / Avg: 378 / Max: 380Min: 374 / Avg: 375.33 / Max: 377Min: 351 / Avg: 351.33 / Max: 352Min: 340 / Avg: 341.33 / Max: 344Min: 324 / Avg: 324.67 / Max: 326Min: 245 / Avg: 246 / Max: 247Min: 234 / Avg: 234.67 / Max: 236Min: 238 / Avg: 238.67 / Max: 240Min: 164 / Avg: 164.67 / Max: 166

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: DLSCRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 12SE +/- 0.01, N = 3SE +/- 0.10, N = 12SE +/- 0.14, N = 123.304.194.144.324.234.325.535.957.139.60MIN: 3.16 / MAX: 3.4MIN: 4.11 / MAX: 4.29MIN: 3.79 / MAX: 4.28MIN: 1.6 / MAX: 4.51MIN: 4.15 / MAX: 4.3MIN: 4.13 / MAX: 4.4MIN: 2.02 / MAX: 5.76MIN: 5.62 / MAX: 6.04MIN: 2.58 / MAX: 7.38MIN: 3.45 / MAX: 9.87
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215Min: 3.3 / Avg: 3.3 / Max: 3.31Min: 4.19 / Avg: 4.19 / Max: 4.2Min: 4.13 / Avg: 4.14 / Max: 4.15Min: 3.61 / Avg: 4.32 / Max: 4.39Min: 4.22 / Avg: 4.23 / Max: 4.24Min: 4.31 / Avg: 4.32 / Max: 4.32Min: 4.64 / Avg: 5.53 / Max: 5.64Min: 5.95 / Avg: 5.95 / Max: 5.97Min: 5.98 / Avg: 7.13 / Max: 7.25Min: 8.01 / Avg: 9.6 / Max: 9.75

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30800.91.82.73.64.5SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.03, N = 4SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.03, N = 5SE +/- 0.05, N = 12SE +/- 0.07, N = 141.211.321.301.861.881.972.182.232.974.00MIN: 0.24 / MAX: 1.44MIN: 0.23 / MAX: 1.59MIN: 0.23 / MAX: 1.55MIN: 0.18 / MAX: 2.3MIN: 0.23 / MAX: 2.29MIN: 0.27 / MAX: 2.37MIN: 0.15 / MAX: 2.71MIN: 0.23 / MAX: 2.76MIN: 0.19 / MAX: 3.74MIN: 0.17 / MAX: 5.07
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 1.17 / Avg: 1.21 / Max: 1.23Min: 1.31 / Avg: 1.32 / Max: 1.34Min: 1.28 / Avg: 1.3 / Max: 1.31Min: 1.42 / Avg: 1.86 / Max: 1.93Min: 1.82 / Avg: 1.88 / Max: 1.93Min: 1.95 / Avg: 1.97 / Max: 1.99Min: 1.77 / Avg: 2.18 / Max: 2.25Min: 2.12 / Avg: 2.23 / Max: 2.28Min: 2.43 / Avg: 2.97 / Max: 3.06Min: 3.19 / Avg: 4 / Max: 4.14

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 12SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 13SE +/- 0.02, N = 3SE +/- 0.07, N = 12SE +/- 0.10, N = 122.803.633.563.673.553.604.585.035.917.84MIN: 0.23 / MAX: 3.2MIN: 0.23 / MAX: 4.15MIN: 0.23 / MAX: 4.1MIN: 0.2 / MAX: 4.25MIN: 0.23 / MAX: 4.07MIN: 0.27 / MAX: 4.14MIN: 0.19 / MAX: 5.4MIN: 0.32 / MAX: 5.72MIN: 0.25 / MAX: 6.86MIN: 0.15 / MAX: 9.17
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215Min: 2.79 / Avg: 2.8 / Max: 2.81Min: 3.63 / Avg: 3.63 / Max: 3.63Min: 3.54 / Avg: 3.56 / Max: 3.57Min: 3.12 / Avg: 3.67 / Max: 3.8Min: 3.52 / Avg: 3.55 / Max: 3.59Min: 3.57 / Avg: 3.6 / Max: 3.66Min: 4.09 / Avg: 4.58 / Max: 4.68Min: 5.01 / Avg: 5.03 / Max: 5.07Min: 5.15 / Avg: 5.91 / Max: 6.06Min: 6.79 / Avg: 7.84 / Max: 8.13

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.27, N = 12SE +/- 0.02, N = 3SE +/- 0.48, N = 12SE +/- 0.65, N = 127.9811.4110.9410.049.279.1912.1413.5617.1121.91MIN: 7.02 / MAX: 8.25MIN: 9.87 / MAX: 11.85MIN: 9.85 / MAX: 11.46MIN: 5.24 / MAX: 10.68MIN: 8.34 / MAX: 9.64MIN: 7.68 / MAX: 9.63MIN: 6.39 / MAX: 12.87MIN: 12.87 / MAX: 14.06MIN: 8.56 / MAX: 18.35MIN: 12.02 / MAX: 23.73
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025Min: 7.98 / Avg: 7.98 / Max: 7.98Min: 11.39 / Avg: 11.41 / Max: 11.44Min: 10.91 / Avg: 10.94 / Max: 10.98Min: 7.87 / Avg: 10.04 / Max: 10.32Min: 9.26 / Avg: 9.27 / Max: 9.28Min: 9.16 / Avg: 9.19 / Max: 9.22Min: 9.18 / Avg: 12.14 / Max: 12.49Min: 13.53 / Avg: 13.56 / Max: 13.6Min: 11.78 / Avg: 17.11 / Max: 17.63Min: 14.75 / Avg: 21.91 / Max: 22.93

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308070140210280350SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.30, N = 3183.29207.08205.23229.76244.42260.90304.04307.03235.72320.66
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308060120180240300Min: 183.08 / Avg: 183.29 / Max: 183.64Min: 206.89 / Avg: 207.08 / Max: 207.41Min: 205.1 / Avg: 205.23 / Max: 205.44Min: 229.59 / Avg: 229.76 / Max: 230.08Min: 244.18 / Avg: 244.42 / Max: 244.77Min: 260.49 / Avg: 260.9 / Max: 261.11Min: 303.95 / Avg: 304.04 / Max: 304.12Min: 306.95 / Avg: 307.03 / Max: 307.18Min: 235.46 / Avg: 235.72 / Max: 235.95Min: 320.09 / Avg: 320.66 / Max: 321.11

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30804K8K12K16K20KSE +/- 66.84, N = 3SE +/- 69.95, N = 3SE +/- 54.87, N = 3SE +/- 49.97, N = 3SE +/- 51.64, N = 3SE +/- 48.26, N = 3SE +/- 54.85, N = 3SE +/- 110.73, N = 3SE +/- 26.30, N = 3SE +/- 122.65, N = 397521139911495128411357614634169521700916799186681. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803K6K9K12K15KMin: 9641 / Avg: 9752 / Max: 9872Min: 11268 / Avg: 11399 / Max: 11507Min: 11406 / Avg: 11494.67 / Max: 11595Min: 12744 / Avg: 12840.67 / Max: 12911Min: 13473 / Avg: 13576 / Max: 13634Min: 14553 / Avg: 14634.33 / Max: 14720Min: 16857 / Avg: 16951.67 / Max: 17047Min: 16871 / Avg: 17009 / Max: 17228Min: 16747 / Avg: 16799.33 / Max: 16830Min: 18425 / Avg: 18667.67 / Max: 188201. (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 FilterRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.009, N = 3SE +/- 0.027, N = 3SE +/- 0.017, N = 3SE +/- 0.014, N = 3SE +/- 0.006, N = 3SE +/- 0.010, N = 3SE +/- 0.076, N = 3SE +/- 0.016, N = 3SE +/- 0.067, N = 3SE +/- 0.018, N = 38.9607.9817.8586.9006.2885.8094.5074.2967.0404.2901. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215Min: 8.94 / Avg: 8.96 / Max: 8.97Min: 7.94 / Avg: 7.98 / Max: 8.03Min: 7.82 / Avg: 7.86 / Max: 7.88Min: 6.88 / Avg: 6.9 / Max: 6.92Min: 6.28 / Avg: 6.29 / Max: 6.3Min: 5.8 / Avg: 5.81 / Max: 5.83Min: 4.42 / Avg: 4.51 / Max: 4.66Min: 4.28 / Avg: 4.3 / Max: 4.33Min: 6.94 / Avg: 7.04 / Max: 7.17Min: 4.26 / Avg: 4.29 / Max: 4.331. (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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30800.59631.19261.78892.38522.9815SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 32.6502.0732.0862.0602.0721.8931.6701.6372.0921.5571. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 2.65 / Avg: 2.65 / Max: 2.66Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.08 / Avg: 2.09 / Max: 2.09Min: 2.06 / Avg: 2.06 / Max: 2.06Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 1.89 / Avg: 1.89 / Max: 1.89Min: 1.66 / Avg: 1.67 / Max: 1.69Min: 1.62 / Avg: 1.64 / Max: 1.66Min: 2.09 / Avg: 2.09 / Max: 2.09Min: 1.55 / Avg: 1.56 / Max: 1.561. (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: mobilenetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.14, N = 3SE +/- 0.17, N = 4SE +/- 0.17, N = 3SE +/- 0.14, N = 15SE +/- 0.16, N = 5SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 4SE +/- 0.12, N = 312.4213.0412.6612.7712.6912.7212.6412.7712.5412.78MIN: 11.98 / MAX: 24.63MIN: 12.34 / MAX: 24MIN: 12.23 / MAX: 24.28MIN: 11.98 / MAX: 34.45MIN: 11.97 / MAX: 24.76MIN: 12.26 / MAX: 13.5MIN: 12.22 / MAX: 14.36MIN: 12.01 / MAX: 24.52MIN: 11.94 / MAX: 15.69MIN: 12.35 / MAX: 20.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 12.14 / Avg: 12.42 / Max: 12.62Min: 12.65 / Avg: 13.04 / Max: 13.49Min: 12.49 / Avg: 12.66 / Max: 13Min: 12.13 / Avg: 12.77 / Max: 13.8Min: 12.16 / Avg: 12.69 / Max: 13.03Min: 12.56 / Avg: 12.72 / Max: 12.94Min: 12.4 / Avg: 12.64 / Max: 12.99Min: 12.57 / Avg: 12.77 / Max: 13.09Min: 12.21 / Avg: 12.54 / Max: 12.99Min: 12.55 / Avg: 12.78 / Max: 12.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801.06652.1333.19954.2665.3325SE +/- 0.03, N = 3SE +/- 0.07, N = 4SE +/- 0.02, N = 3SE +/- 0.07, N = 15SE +/- 0.04, N = 5SE +/- 0.23, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.05, N = 34.444.674.604.644.504.654.744.494.544.56MIN: 4.21 / MAX: 4.75MIN: 4.31 / MAX: 5.1MIN: 4.35 / MAX: 13.48MIN: 4.23 / MAX: 5.42MIN: 4.19 / MAX: 13.41MIN: 4.19 / MAX: 5.42MIN: 4.31 / MAX: 5.6MIN: 4.26 / MAX: 4.85MIN: 4.25 / MAX: 5.73MIN: 4.3 / MAX: 4.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 4.39 / Avg: 4.44 / Max: 4.5Min: 4.53 / Avg: 4.67 / Max: 4.83Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 4.42 / Avg: 4.64 / Max: 5.13Min: 4.37 / Avg: 4.5 / Max: 4.62Min: 4.38 / Avg: 4.65 / Max: 5.11Min: 4.49 / Avg: 4.74 / Max: 5.15Min: 4.45 / Avg: 4.49 / Max: 4.51Min: 4.43 / Avg: 4.54 / Max: 4.66Min: 4.49 / Avg: 4.56 / Max: 4.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30800.99681.99362.99043.98724.984SE +/- 0.03, N = 3SE +/- 0.08, N = 4SE +/- 0.01, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 5SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 4SE +/- 0.09, N = 34.154.344.194.304.254.304.434.204.254.34MIN: 4.06 / MAX: 4.44MIN: 4.12 / MAX: 4.79MIN: 4.14 / MAX: 4.4MIN: 4.06 / MAX: 19.54MIN: 4.07 / MAX: 4.62MIN: 4.12 / MAX: 4.69MIN: 4.13 / MAX: 11.06MIN: 4.14 / MAX: 4.93MIN: 4.02 / MAX: 5.79MIN: 4.17 / MAX: 4.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 4.12 / Avg: 4.15 / Max: 4.21Min: 4.17 / Avg: 4.34 / Max: 4.56Min: 4.18 / Avg: 4.19 / Max: 4.2Min: 4.1 / Avg: 4.3 / Max: 4.61Min: 4.12 / Avg: 4.25 / Max: 4.42Min: 4.18 / Avg: 4.3 / Max: 4.49Min: 4.2 / Avg: 4.43 / Max: 4.55Min: 4.19 / Avg: 4.2 / Max: 4.2Min: 4.08 / Avg: 4.25 / Max: 4.37Min: 4.22 / Avg: 4.34 / Max: 4.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801.0172.0343.0514.0685.085SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 0.03, N = 3SE +/- 0.01, N = 13SE +/- 0.01, N = 5SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 34.424.474.454.464.484.504.484.434.474.52MIN: 4.31 / MAX: 4.8MIN: 4.37 / MAX: 4.78MIN: 4.34 / MAX: 4.91MIN: 4.31 / MAX: 4.82MIN: 4.36 / MAX: 14.35MIN: 4.35 / MAX: 5.04MIN: 4.38 / MAX: 4.9MIN: 4.32 / MAX: 5.06MIN: 4.34 / MAX: 5.99MIN: 4.42 / MAX: 13.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 4.38 / Avg: 4.42 / Max: 4.44Min: 4.43 / Avg: 4.47 / Max: 4.5Min: 4.39 / Avg: 4.45 / Max: 4.48Min: 4.37 / Avg: 4.46 / Max: 4.57Min: 4.44 / Avg: 4.48 / Max: 4.51Min: 4.41 / Avg: 4.5 / Max: 4.63Min: 4.45 / Avg: 4.48 / Max: 4.52Min: 4.39 / Avg: 4.43 / Max: 4.5Min: 4.41 / Avg: 4.47 / Max: 4.52Min: 4.48 / Avg: 4.52 / Max: 4.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801.0262.0523.0784.1045.13SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 15SE +/- 0.06, N = 5SE +/- 0.21, N = 3SE +/- 0.26, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 4SE +/- 0.13, N = 34.014.334.154.224.104.214.564.024.114.20MIN: 3.83 / MAX: 4.42MIN: 4.04 / MAX: 4.77MIN: 4 / MAX: 16.56MIN: 3.86 / MAX: 5.14MIN: 3.82 / MAX: 4.59MIN: 3.86 / MAX: 4.92MIN: 3.93 / MAX: 5.1MIN: 3.88 / MAX: 4.28MIN: 3.87 / MAX: 5.49MIN: 3.91 / MAX: 10.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 3.94 / Avg: 4.01 / Max: 4.06Min: 4.15 / Avg: 4.33 / Max: 4.47Min: 4.1 / Avg: 4.15 / Max: 4.25Min: 3.98 / Avg: 4.22 / Max: 4.7Min: 3.92 / Avg: 4.1 / Max: 4.29Min: 3.98 / Avg: 4.21 / Max: 4.62Min: 4.05 / Avg: 4.56 / Max: 4.83Min: 3.99 / Avg: 4.02 / Max: 4.06Min: 3.97 / Avg: 4.11 / Max: 4.25Min: 4.07 / Avg: 4.2 / Max: 4.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810SE +/- 0.03, N = 3SE +/- 0.06, N = 4SE +/- 0.02, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 5SE +/- 0.21, N = 3SE +/- 0.26, N = 3SE +/- 0.57, N = 3SE +/- 0.05, N = 4SE +/- 0.06, N = 35.485.705.595.605.565.686.026.035.555.61MIN: 5.32 / MAX: 5.98MIN: 5.43 / MAX: 17.45MIN: 5.42 / MAX: 5.85MIN: 5.28 / MAX: 16.37MIN: 5.37 / MAX: 6.08MIN: 5.29 / MAX: 17.94MIN: 5.37 / MAX: 11.96MIN: 5.28 / MAX: 339.41MIN: 5.34 / MAX: 7.32MIN: 5.45 / MAX: 5.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 5.42 / Avg: 5.48 / Max: 5.54Min: 5.53 / Avg: 5.7 / Max: 5.8Min: 5.55 / Avg: 5.59 / Max: 5.62Min: 5.37 / Avg: 5.6 / Max: 6.22Min: 5.45 / Avg: 5.56 / Max: 5.67Min: 5.39 / Avg: 5.68 / Max: 6.1Min: 5.5 / Avg: 6.02 / Max: 6.29Min: 5.4 / Avg: 6.03 / Max: 7.18Min: 5.43 / Avg: 5.55 / Max: 5.62Min: 5.54 / Avg: 5.61 / Max: 5.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30800.43880.87761.31641.75522.194SE +/- 0.03, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 5SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.04, N = 31.801.931.871.881.861.881.951.831.861.91MIN: 1.79 / MAX: 1.96MIN: 1.85 / MAX: 2.11MIN: 1.8 / MAX: 2.15MIN: 1.78 / MAX: 2.2MIN: 1.81 / MAX: 2.28MIN: 1.77 / MAX: 2.21MIN: 1.85 / MAX: 2.39MIN: 1.78 / MAX: 2.03MIN: 1.78 / MAX: 2.03MIN: 1.82 / MAX: 2.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080246810Min: 1.8 / Avg: 1.83 / Max: 1.9Min: 1.88 / Avg: 1.93 / Max: 2.01Min: 1.82 / Avg: 1.87 / Max: 1.96Min: 1.79 / Avg: 1.88 / Max: 2.04Min: 1.82 / Avg: 1.86 / Max: 1.92Min: 1.79 / Avg: 1.88 / Max: 2.02Min: 1.87 / Avg: 1.95 / Max: 2.01Min: 1.8 / Avg: 1.83 / Max: 1.85Min: 1.82 / Avg: 1.86 / Max: 1.91Min: 1.83 / Avg: 1.91 / Max: 1.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620SE +/- 0.55, N = 3SE +/- 0.43, N = 4SE +/- 0.27, N = 3SE +/- 0.21, N = 14SE +/- 0.35, N = 5SE +/- 0.39, N = 3SE +/- 0.49, N = 3SE +/- 0.68, N = 2SE +/- 0.33, N = 4SE +/- 0.37, N = 313.4314.1813.6013.4813.5613.1213.9613.3213.4113.95MIN: 12.61 / MAX: 15.67MIN: 12.62 / MAX: 15.92MIN: 12.94 / MAX: 24.05MIN: 12.43 / MAX: 26.89MIN: 12.71 / MAX: 20.62MIN: 12.41 / MAX: 14.53MIN: 12.74 / MAX: 15.74MIN: 12.38 / MAX: 25.82MIN: 12.46 / MAX: 28.14MIN: 12.96 / MAX: 24.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 12.86 / Avg: 13.43 / Max: 14.53Min: 12.93 / Avg: 14.18 / Max: 14.81Min: 13.29 / Avg: 13.6 / Max: 14.14Min: 12.73 / Avg: 13.48 / Max: 14.55Min: 12.89 / Avg: 13.56 / Max: 14.49Min: 12.62 / Avg: 13.12 / Max: 13.9Min: 13.03 / Avg: 13.96 / Max: 14.67Min: 12.64 / Avg: 13.32 / Max: 14Min: 12.95 / Avg: 13.41 / Max: 14.37Min: 13.22 / Avg: 13.95 / Max: 14.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801326395265SE +/- 0.31, N = 3SE +/- 0.14, N = 4SE +/- 0.13, N = 3SE +/- 0.13, N = 15SE +/- 0.17, N = 5SE +/- 0.37, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 4SE +/- 0.09, N = 356.9857.2257.1357.1357.2557.0856.6956.5257.1856.96MIN: 55.41 / MAX: 58.77MIN: 55.71 / MAX: 64.21MIN: 56.01 / MAX: 66.17MIN: 54.93 / MAX: 68.8MIN: 55.82 / MAX: 67.69MIN: 55.71 / MAX: 70.92MIN: 55.51 / MAX: 58.35MIN: 55.22 / MAX: 72.77MIN: 54.93 / MAX: 68.94MIN: 56.04 / MAX: 59.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801122334455Min: 56.38 / Avg: 56.98 / Max: 57.37Min: 56.88 / Avg: 57.22 / Max: 57.56Min: 56.88 / Avg: 57.13 / Max: 57.3Min: 55.95 / Avg: 57.13 / Max: 58.06Min: 56.82 / Avg: 57.25 / Max: 57.84Min: 56.46 / Avg: 57.08 / Max: 57.74Min: 56.41 / Avg: 56.69 / Max: 57.24Min: 56.19 / Avg: 56.52 / Max: 56.76Min: 55.98 / Avg: 57.18 / Max: 58Min: 56.84 / Avg: 56.96 / Max: 57.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620SE +/- 0.26, N = 3SE +/- 0.19, N = 4SE +/- 0.19, N = 3SE +/- 0.07, N = 15SE +/- 0.12, N = 5SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 4SE +/- 0.25, N = 314.4714.7714.5514.5314.5814.3614.6514.3614.5114.74MIN: 14.01 / MAX: 23.82MIN: 14.08 / MAX: 16.79MIN: 14.18 / MAX: 15.25MIN: 14.06 / MAX: 27.16MIN: 14.21 / MAX: 16.27MIN: 14.01 / MAX: 15.12MIN: 14.13 / MAX: 15.56MIN: 13.96 / MAX: 17.74MIN: 13.97 / MAX: 25.49MIN: 14.13 / MAX: 15.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 14.12 / Avg: 14.47 / Max: 14.97Min: 14.2 / Avg: 14.77 / Max: 15.01Min: 14.32 / Avg: 14.55 / Max: 14.93Min: 14.17 / Avg: 14.53 / Max: 15.12Min: 14.33 / Avg: 14.58 / Max: 14.92Min: 14.15 / Avg: 14.36 / Max: 14.63Min: 14.28 / Avg: 14.65 / Max: 14.85Min: 14.08 / Avg: 14.36 / Max: 14.86Min: 14.17 / Avg: 14.51 / Max: 15.07Min: 14.24 / Avg: 14.74 / Max: 15.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215SE +/- 0.22, N = 3SE +/- 0.04, N = 4SE +/- 0.08, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 5SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 4SE +/- 0.12, N = 311.6111.5311.7411.3611.3711.2211.4411.2511.4111.71MIN: 11.08 / MAX: 18.93MIN: 11.27 / MAX: 18.29MIN: 11.39 / MAX: 12.18MIN: 10.75 / MAX: 15.63MIN: 11.04 / MAX: 17.87MIN: 10.85 / MAX: 11.85MIN: 11.09 / MAX: 11.74MIN: 11 / MAX: 11.61MIN: 10.77 / MAX: 22.45MIN: 11.28 / MAX: 12.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803691215Min: 11.31 / Avg: 11.61 / Max: 12.04Min: 11.47 / Avg: 11.53 / Max: 11.63Min: 11.59 / Avg: 11.74 / Max: 11.86Min: 10.99 / Avg: 11.36 / Max: 11.8Min: 11.15 / Avg: 11.37 / Max: 11.52Min: 10.97 / Avg: 11.22 / Max: 11.53Min: 11.36 / Avg: 11.44 / Max: 11.48Min: 11.18 / Avg: 11.25 / Max: 11.34Min: 11.11 / Avg: 11.41 / Max: 11.76Min: 11.49 / Avg: 11.71 / Max: 11.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080612182430SE +/- 0.15, N = 3SE +/- 0.09, N = 4SE +/- 0.54, N = 3SE +/- 0.18, N = 15SE +/- 0.23, N = 5SE +/- 0.40, N = 3SE +/- 0.33, N = 3SE +/- 0.37, N = 3SE +/- 0.35, N = 4SE +/- 0.56, N = 324.5825.7125.0525.2524.6224.7324.6924.9524.6925.34MIN: 23.83 / MAX: 37.73MIN: 24.88 / MAX: 31.53MIN: 24.29 / MAX: 41.55MIN: 23.93 / MAX: 36.67MIN: 23.99 / MAX: 26.48MIN: 23.79 / MAX: 35.29MIN: 23.98 / MAX: 37.45MIN: 23.91 / MAX: 36.02MIN: 23.66 / MAX: 26.48MIN: 24.02 / MAX: 26.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080612182430Min: 24.43 / Avg: 24.58 / Max: 24.87Min: 25.49 / Avg: 25.71 / Max: 25.88Min: 24.51 / Avg: 25.05 / Max: 26.13Min: 24.32 / Avg: 25.25 / Max: 26.03Min: 24.24 / Avg: 24.62 / Max: 25.54Min: 24.09 / Avg: 24.73 / Max: 25.47Min: 24.3 / Avg: 24.69 / Max: 25.34Min: 24.25 / Avg: 24.95 / Max: 25.49Min: 24.08 / Avg: 24.69 / Max: 25.61Min: 24.25 / Avg: 25.34 / Max: 26.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025SE +/- 0.56, N = 3SE +/- 0.07, N = 4SE +/- 0.58, N = 3SE +/- 0.24, N = 15SE +/- 0.41, N = 5SE +/- 0.60, N = 3SE +/- 0.60, N = 3SE +/- 0.66, N = 3SE +/- 0.64, N = 4SE +/- 0.70, N = 321.4122.8021.4121.7921.8122.1321.4521.8821.3522.15MIN: 20.54 / MAX: 32.23MIN: 22.31 / MAX: 25.04MIN: 20.58 / MAX: 23.53MIN: 20.42 / MAX: 29.15MIN: 20.55 / MAX: 24.56MIN: 20.69 / MAX: 28.53MIN: 20.52 / MAX: 33.08MIN: 20.33 / MAX: 23.41MIN: 20.24 / MAX: 29.48MIN: 20.53 / MAX: 30.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025Min: 20.73 / Avg: 21.41 / Max: 22.52Min: 22.66 / Avg: 22.8 / Max: 22.92Min: 20.78 / Avg: 21.41 / Max: 22.57Min: 20.7 / Avg: 21.79 / Max: 22.84Min: 20.81 / Avg: 21.81 / Max: 22.63Min: 20.94 / Avg: 22.13 / Max: 22.74Min: 20.78 / Avg: 21.45 / Max: 22.65Min: 20.58 / Avg: 21.88 / Max: 22.73Min: 20.45 / Avg: 21.35 / Max: 23.22Min: 20.75 / Avg: 22.15 / Max: 22.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620SE +/- 0.05, N = 3SE +/- 0.12, N = 4SE +/- 0.14, N = 2SE +/- 0.06, N = 15SE +/- 0.24, N = 4SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.73, N = 4SE +/- 0.09, N = 314.3214.6314.5114.5514.4514.4714.3614.3515.1114.50MIN: 14.04 / MAX: 14.98MIN: 14.15 / MAX: 16.53MIN: 14.12 / MAX: 15.9MIN: 13.96 / MAX: 25.49MIN: 13.6 / MAX: 27.41MIN: 14.11 / MAX: 24.43MIN: 13.91 / MAX: 27.4MIN: 13.84 / MAX: 22.5MIN: 13.72 / MAX: 369.11MIN: 14.11 / MAX: 14.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308048121620Min: 14.27 / Avg: 14.32 / Max: 14.41Min: 14.43 / Avg: 14.63 / Max: 14.91Min: 14.37 / Avg: 14.51 / Max: 14.64Min: 14.17 / Avg: 14.55 / Max: 15.11Min: 13.82 / Avg: 14.45 / Max: 14.97Min: 14.45 / Avg: 14.47 / Max: 14.51Min: 14.29 / Avg: 14.36 / Max: 14.39Min: 14.16 / Avg: 14.35 / Max: 14.73Min: 13.96 / Avg: 15.11 / Max: 17.26Min: 14.37 / Avg: 14.5 / Max: 14.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025SE +/- 0.08, N = 3SE +/- 0.15, N = 4SE +/- 0.06, N = 3SE +/- 0.07, N = 15SE +/- 0.09, N = 5SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 4SE +/- 0.35, N = 318.2918.4918.6818.5818.7718.6518.3218.2118.5718.45MIN: 17.99 / MAX: 28.28MIN: 18.01 / MAX: 28.46MIN: 18.38 / MAX: 19.17MIN: 17.91 / MAX: 28.99MIN: 18.01 / MAX: 30.34MIN: 18.24 / MAX: 19.54MIN: 17.72 / MAX: 19.14MIN: 17.88 / MAX: 20.03MIN: 17.78 / MAX: 20.78MIN: 17.4 / MAX: 28.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080510152025Min: 18.17 / Avg: 18.29 / Max: 18.44Min: 18.24 / Avg: 18.49 / Max: 18.94Min: 18.56 / Avg: 18.68 / Max: 18.76Min: 18.08 / Avg: 18.58 / Max: 18.85Min: 18.52 / Avg: 18.77 / Max: 19.04Min: 18.43 / Avg: 18.65 / Max: 19.03Min: 17.93 / Avg: 18.32 / Max: 18.59Min: 18.04 / Avg: 18.21 / Max: 18.36Min: 17.99 / Avg: 18.57 / Max: 19.32Min: 17.75 / Avg: 18.45 / Max: 18.821. (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: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801122334455SE +/- 0.20, N = 2SE +/- 0.33, N = 2SE +/- 0.18, N = 2SE +/- 0.36, N = 227.1230.0030.2733.7534.1338.7044.0244.5134.9847.50
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG16 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801020304050Min: 29.8 / Avg: 30 / Max: 30.19Min: 33.8 / Avg: 34.13 / Max: 34.46Min: 34.8 / Avg: 34.98 / Max: 35.15Min: 47.13 / Avg: 47.5 / Max: 47.86

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG19 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080918273645SE +/- 0.04, N = 2SE +/- 0.05, N = 2SE +/- 0.15, N = 2SE +/- 0.08, N = 222.0424.5827.7828.3232.2936.9037.5629.3840.88
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG19 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080918273645Min: 22 / Avg: 22.04 / Max: 22.07Min: 24.53 / Avg: 24.58 / Max: 24.63Min: 36.7 / Avg: 36.85 / Max: 37Min: 40.8 / Avg: 40.88 / Max: 40.96

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308060120180240300SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3110.96126.76129.65152.58161.88180.23231.73244.00167.73280.31
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308050100150200250Min: 110.92 / Avg: 110.96 / Max: 110.99Min: 126.67 / Avg: 126.76 / Max: 126.86Min: 129.55 / Avg: 129.65 / Max: 129.72Min: 152.48 / Avg: 152.58 / Max: 152.74Min: 161.61 / Avg: 161.88 / Max: 162.23Min: 180.23 / Avg: 180.23 / Max: 180.24Min: 231.56 / Avg: 231.73 / Max: 231.92Min: 243.89 / Avg: 244 / Max: 244.2Min: 167.57 / Avg: 167.73 / Max: 167.95Min: 280.19 / Avg: 280.31 / Max: 280.4

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308050100150200250SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 388.38100.61103.03121.35128.62143.39185.09194.50133.11223.64
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30804080120160200Min: 88.29 / Avg: 88.38 / Max: 88.53Min: 100.48 / Avg: 100.61 / Max: 100.75Min: 102.88 / Avg: 103.03 / Max: 103.23Min: 121.26 / Avg: 121.35 / Max: 121.43Min: 128.16 / Avg: 128.62 / Max: 129.09Min: 143.04 / Avg: 143.39 / Max: 143.72Min: 184.82 / Avg: 185.09 / Max: 185.34Min: 194.26 / Avg: 194.5 / Max: 194.75Min: 132.99 / Avg: 133.11 / Max: 133.27Min: 223.21 / Avg: 223.64 / Max: 224.17

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30802004006008001000SE +/- 0.58, N = 3SE +/- 0.53, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 1.14, N = 3SE +/- 0.10, N = 3SE +/- 1.36, N = 3SE +/- 1.34, N = 3SE +/- 0.42, N = 3SE +/- 1.56, N = 3392.02440.36447.47499.43545.48588.04754.69782.29689.611019.79
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30802004006008001000Min: 391.1 / Avg: 392.02 / Max: 393.09Min: 439.5 / Avg: 440.36 / Max: 441.32Min: 445.22 / Avg: 447.47 / Max: 448.85Min: 499.19 / Avg: 499.43 / Max: 499.88Min: 543.2 / Avg: 545.48 / Max: 546.7Min: 587.84 / Avg: 588.04 / Max: 588.17Min: 751.97 / Avg: 754.69 / Max: 756.18Min: 780.19 / Avg: 782.29 / Max: 784.78Min: 688.81 / Avg: 689.61 / Max: 690.25Min: 1016.69 / Avg: 1019.79 / Max: 1021.7

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30807001400210028003500SE +/- 1.88, N = 3SE +/- 2.50, N = 3SE +/- 3.57, N = 3SE +/- 3.23, N = 3SE +/- 0.70, N = 3SE +/- 1.68, N = 3SE +/- 4.12, N = 3SE +/- 2.13, N = 3SE +/- 4.77, N = 3SE +/- 8.25, N = 31282.271581.851566.361701.991726.881816.872414.962551.381875.373062.00
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30805001000150020002500Min: 1279.04 / Avg: 1282.27 / Max: 1285.56Min: 1577.56 / Avg: 1581.85 / Max: 1586.21Min: 1559.43 / Avg: 1566.36 / Max: 1571.33Min: 1696.04 / Avg: 1701.99 / Max: 1707.16Min: 1725.68 / Avg: 1726.88 / Max: 1728.09Min: 1814.01 / Avg: 1816.87 / Max: 1819.83Min: 2408.14 / Avg: 2414.96 / Max: 2422.38Min: 2548.72 / Avg: 2551.38 / Max: 2555.6Min: 1866.85 / Avg: 1875.37 / Max: 1883.35Min: 3047.81 / Avg: 3062 / Max: 3076.37

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080160320480640800SE +/- 0.61, N = 3SE +/- 0.68, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.34, N = 3SE +/- 0.40, N = 3SE +/- 0.39, N = 3SE +/- 2.07, N = 3SE +/- 0.51, N = 3SE +/- 1.40, N = 3320.95376.59379.70422.86442.78468.60636.84654.76454.66730.76
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080130260390520650Min: 320.19 / Avg: 320.95 / Max: 322.16Min: 375.36 / Avg: 376.59 / Max: 377.7Min: 378.32 / Avg: 379.7 / Max: 380.61Min: 422.06 / Avg: 422.86 / Max: 424.08Min: 442.1 / Avg: 442.78 / Max: 443.14Min: 467.97 / Avg: 468.6 / Max: 469.35Min: 636.1 / Avg: 636.84 / Max: 637.42Min: 651.34 / Avg: 654.76 / Max: 658.49Min: 453.88 / Avg: 454.66 / Max: 455.61Min: 728.1 / Avg: 730.76 / Max: 732.83

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30808001600240032004000SE +/- 1.92, N = 3SE +/- 2.83, N = 3SE +/- 1.56, N = 3SE +/- 0.32, N = 3SE +/- 3.97, N = 3SE +/- 1.35, N = 3SE +/- 16.01, N = 3SE +/- 16.11, N = 3SE +/- 1.99, N = 3SE +/- 12.23, N = 31720.242011.992004.512300.012333.792489.113316.313392.962428.743623.82
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30806001200180024003000Min: 1716.7 / Avg: 1720.24 / Max: 1723.29Min: 2006.9 / Avg: 2011.99 / Max: 2016.69Min: 2001.61 / Avg: 2004.51 / Max: 2006.94Min: 2299.55 / Avg: 2300.01 / Max: 2300.62Min: 2327.08 / Avg: 2333.79 / Max: 2340.83Min: 2486.64 / Avg: 2489.11 / Max: 2491.31Min: 3290.16 / Avg: 3316.31 / Max: 3345.38Min: 3372.77 / Avg: 3392.96 / Max: 3424.79Min: 2425.97 / Avg: 2428.74 / Max: 2432.61Min: 3610.41 / Avg: 3623.82 / Max: 3648.25

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308060120180240300SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3125.45147.13148.04149.68152.28160.48213.54228.78177.41261.32
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308050100150200250Min: 125.37 / Avg: 125.45 / Max: 125.59Min: 146.86 / Avg: 147.13 / Max: 147.36Min: 147.9 / Avg: 148.04 / Max: 148.17Min: 149.58 / Avg: 149.68 / Max: 149.81Min: 152.12 / Avg: 152.28 / Max: 152.56Min: 160.26 / Avg: 160.48 / Max: 160.64Min: 213.46 / Avg: 213.54 / Max: 213.68Min: 228.66 / Avg: 228.78 / Max: 228.88Min: 176.91 / Avg: 177.41 / Max: 177.8Min: 261.3 / Avg: 261.32 / Max: 261.33

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308090180270360450SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.46, N = 3SE +/- 0.03, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3171.78203.78202.05220.43242.54266.39351.18359.13236.40398.64
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308070140210280350Min: 171.52 / Avg: 171.78 / Max: 172.12Min: 203.46 / Avg: 203.78 / Max: 204.08Min: 201.57 / Avg: 202.05 / Max: 202.54Min: 220.42 / Avg: 220.43 / Max: 220.45Min: 241.78 / Avg: 242.54 / Max: 243.37Min: 266.35 / Avg: 266.39 / Max: 266.45Min: 350.46 / Avg: 351.18 / Max: 351.79Min: 358.76 / Avg: 359.13 / Max: 359.37Min: 235.12 / Avg: 236.4 / Max: 237.36Min: 397.44 / Avg: 398.64 / Max: 399.75

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308020406080100SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 331.8138.4239.0742.3245.3949.1663.5366.5048.0479.23
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801530456075Min: 31.78 / Avg: 31.81 / Max: 31.88Min: 38.31 / Avg: 38.42 / Max: 38.57Min: 38.93 / Avg: 39.07 / Max: 39.27Min: 42.28 / Avg: 42.32 / Max: 42.4Min: 45.25 / Avg: 45.39 / Max: 45.56Min: 49.12 / Avg: 49.16 / Max: 49.23Min: 63.31 / Avg: 63.53 / Max: 63.79Min: 66.24 / Avg: 66.5 / Max: 66.84Min: 47.98 / Avg: 48.04 / Max: 48.14Min: 79.06 / Avg: 79.23 / Max: 79.46

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080816243240SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.49, N = 15SE +/- 0.00, N = 3SE +/- 2.49, N = 15SE +/- 0.01, N = 336.2730.9031.3425.4426.2425.2221.6718.6420.1511.48
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080816243240Min: 36.26 / Avg: 36.27 / Max: 36.29Min: 30.86 / Avg: 30.9 / Max: 30.95Min: 31.29 / Avg: 31.34 / Max: 31.38Min: 25.43 / Avg: 25.44 / Max: 25.44Min: 26.22 / Avg: 26.24 / Max: 26.27Min: 25.2 / Avg: 25.22 / Max: 25.25Min: 19.14 / Avg: 21.67 / Max: 56.55Min: 18.64 / Avg: 18.64 / Max: 18.65Min: 17.62 / Avg: 20.15 / Max: 54.99Min: 11.47 / Avg: 11.48 / Max: 11.51

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080306090120150SE +/- 0.39, N = 3SE +/- 0.38, N = 3SE +/- 0.95, N = 3SE +/- 0.32, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.50, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3147.65144.40148.1789.1286.1381.1473.9973.4056.3338.85
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080306090120150Min: 147.02 / Avg: 147.65 / Max: 148.37Min: 143.87 / Avg: 144.4 / Max: 145.15Min: 147.05 / Avg: 148.17 / Max: 150.06Min: 88.75 / Avg: 89.12 / Max: 89.75Min: 85.85 / Avg: 86.13 / Max: 86.31Min: 81.01 / Avg: 81.14 / Max: 81.36Min: 73.36 / Avg: 73.99 / Max: 74.98Min: 73.05 / Avg: 73.4 / Max: 73.6Min: 56.09 / Avg: 56.33 / Max: 56.78Min: 38.66 / Avg: 38.85 / Max: 39.17

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801530456075SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 367.1358.9458.3448.0345.5142.6032.8031.7236.7421.48
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30801326395265Min: 67.04 / Avg: 67.13 / Max: 67.19Min: 58.9 / Avg: 58.94 / Max: 58.97Min: 58.3 / Avg: 58.34 / Max: 58.4Min: 48.01 / Avg: 48.03 / Max: 48.06Min: 45.48 / Avg: 45.51 / Max: 45.56Min: 42.56 / Avg: 42.6 / Max: 42.64Min: 32.77 / Avg: 32.8 / Max: 32.83Min: 31.67 / Avg: 31.72 / Max: 31.75Min: 36.73 / Avg: 36.74 / Max: 36.74Min: 21.45 / Avg: 21.48 / Max: 21.5

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080400800120016002000SE +/- 2.01, N = 3SE +/- 0.52, N = 3SE +/- 2.84, N = 3SE +/- 1.90, N = 3SE +/- 0.81, N = 3SE +/- 0.14, N = 3SE +/- 1.58, N = 3SE +/- 1.56, N = 3SE +/- 0.84, N = 3SE +/- 1.49, N = 31779.461758.171826.30996.82971.62911.32899.14905.22565.99421.51
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308030060090012001500Min: 1775.85 / Avg: 1779.46 / Max: 1782.78Min: 1757.56 / Avg: 1758.17 / Max: 1759.21Min: 1823.08 / Avg: 1826.3 / Max: 1831.97Min: 994.51 / Avg: 996.82 / Max: 1000.6Min: 970.02 / Avg: 971.62 / Max: 972.61Min: 911.03 / Avg: 911.32 / Max: 911.46Min: 896.07 / Avg: 899.14 / Max: 901.29Min: 902.1 / Avg: 905.22 / Max: 906.85Min: 564.73 / Avg: 565.99 / Max: 567.59Min: 418.54 / Avg: 421.51 / Max: 423.16

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308050100150200250SE +/- 0.04, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3206.86194.41198.63132.73132.90126.93103.97102.5184.9555.63
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30804080120160200Min: 206.81 / Avg: 206.86 / Max: 206.93Min: 193.89 / Avg: 194.41 / Max: 194.71Min: 198.51 / Avg: 198.63 / Max: 198.7Min: 132.65 / Avg: 132.73 / Max: 132.86Min: 132.89 / Avg: 132.9 / Max: 132.92Min: 126.92 / Avg: 126.93 / Max: 126.93Min: 103.78 / Avg: 103.97 / Max: 104.11Min: 102.35 / Avg: 102.51 / Max: 102.59Min: 84.8 / Avg: 84.95 / Max: 85.05Min: 55.56 / Avg: 55.63 / Max: 55.68

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 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080100M200M300M400M500MSE +/- 1171800.01, N = 3SE +/- 1645708.79, N = 3SE +/- 776602.98, N = 3SE +/- 516930.54, N = 3SE +/- 1494897.42, N = 3SE +/- 774665.97, N = 3SE +/- 590928.34, N = 3SE +/- 2487384.16, N = 3SE +/- 805777.35, N = 3SE +/- 2886689.51, N = 3253858256.7278640038.1283803060.1321637774.3343080891.1368037096.6447272306.0460475602.6280941400.2421918457.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 308080M160M240M320M400MMin: 252012662 / Avg: 253858256.67 / Max: 256031926.1Min: 275395080.7 / Avg: 278640038.1 / Max: 280739759.8Min: 282488197.6 / Avg: 283803060.13 / Max: 285176514.4Min: 320868119.2 / Avg: 321637774.3 / Max: 322620410.2Min: 340117536.2 / Avg: 343080891.13 / Max: 344906153.5Min: 367161175.1 / Avg: 368037096.6 / Max: 369581806.3Min: 446515657.3 / Avg: 447272305.97 / Max: 448436887.9Min: 456823625.6 / Avg: 460475602.63 / Max: 465227089Min: 279554422.5 / Avg: 280941400.2 / Max: 282345558.5Min: 416224930.1 / Avg: 421918457.53 / Max: 425593917.81. (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 INTRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803K6K9K12K15KSE +/- 4.93, N = 3SE +/- 78.58, N = 15SE +/- 85.50, N = 15SE +/- 72.96, N = 15SE +/- 43.62, N = 3SE +/- 165.30, N = 3SE +/- 138.31, N = 15SE +/- 135.03, N = 15SE +/- 74.13, N = 15SE +/- 232.90, N = 35224.686956.557094.248551.579330.8310244.0813432.8913791.918365.8515586.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30803K6K9K12K15KMin: 5214.84 / Avg: 5224.68 / Max: 5230.16Min: 6536.35 / Avg: 6956.55 / Max: 7436.82Min: 6682.54 / Avg: 7094.24 / Max: 7573.34Min: 8207.21 / Avg: 8551.57 / Max: 8988.85Min: 9256.35 / Avg: 9330.83 / Max: 9407.4Min: 10064.17 / Avg: 10244.08 / Max: 10574.23Min: 12585.79 / Avg: 13432.89 / Max: 14103.73Min: 13030.15 / Avg: 13791.91 / Max: 14640.53Min: 8066.64 / Avg: 8365.85 / Max: 8841.09Min: 15120.41 / Avg: 15586.03 / Max: 15829.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30806K12K18K24K30KSE +/- 56.79, N = 15SE +/- 75.69, N = 15SE +/- 90.04, N = 15SE +/- 84.78, N = 15SE +/- 6.84, N = 3SE +/- 174.06, N = 3SE +/- 138.31, N = 3SE +/- 193.76, N = 15SE +/- 0.44, N = 3SE +/- 0.32, N = 35369.816985.027190.538591.778860.5510347.9212677.1814109.6816033.6429490.811. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 30805K10K15K20K25KMin: 5210.71 / Avg: 5369.81 / Max: 5752.54Min: 6585.02 / Avg: 6985.02 / Max: 7464.32Min: 6694.89 / Avg: 7190.53 / Max: 7686.03Min: 8224.66 / Avg: 8591.77 / Max: 9059Min: 8852.98 / Avg: 8860.55 / Max: 8874.21Min: 10085.98 / Avg: 10347.92 / Max: 10677.47Min: 12519.53 / Avg: 12677.18 / Max: 12952.86Min: 13082.74 / Avg: 14109.68 / Max: 15225.77Min: 16032.85 / Avg: 16033.64 / Max: 16034.35Min: 29490.17 / Avg: 29490.81 / Max: 29491.231. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080120240360480600SE +/- 0.61, N = 3SE +/- 0.69, N = 3SE +/- 0.77, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.36, N = 3SE +/- 1.44, N = 3SE +/- 0.89, N = 3SE +/- 0.00, N = 3231.27261.53268.18309.27344.68373.96519.03545.22306.12545.911. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080100200300400500Min: 230.04 / Avg: 231.27 / Max: 231.89Min: 260.81 / Avg: 261.53 / Max: 262.91Min: 267.29 / Avg: 268.18 / Max: 269.72Min: 309.25 / Avg: 309.27 / Max: 309.28Min: 344.68 / Avg: 344.68 / Max: 344.69Min: 373.96 / Avg: 373.96 / Max: 373.96Min: 517.66 / Avg: 519.03 / Max: 521.76Min: 543.78 / Avg: 545.22 / Max: 548.1Min: 304.34 / Avg: 306.12 / Max: 307.02Min: 545.91 / Avg: 545.91 / Max: 545.911. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080140280420560700SE +/- 0.14, N = 3SE +/- 0.41, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.66, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3277.40369.42369.14370.17369.65405.68508.00530.48389.18662.241. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TIRTX 3080120240360480600Min: 277.16 / Avg: 277.4 / Max: 277.66Min: 368.61 / Avg: 369.42 / Max: 369.88Min: 369.12 / Avg: 369.14 / Max: 369.16Min: 369.75 / Avg: 370.17 / Max: 370.4Min: 369.57 / Avg: 369.65 / Max: 369.72Min: 405.4 / Avg: 405.68 / Max: 406.01Min: 506.68 / Avg: 508 / Max: 508.76Min: 530.47 / Avg: 530.48 / Max: 530.5Min: 389.13 / Avg: 389.18 / Max: 389.26Min: 662.21 / Avg: 662.24 / Max: 662.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL