NVIDIA Linux GPU Benchmarks 2021

Various NVIDIA GPU benchmarks by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2102085-PTS-NVIDIALI04&sro&grr.

NVIDIA Linux GPU Benchmarks 2021ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS)AMD Starship/Matisse32GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GP104 HD AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.8.0-41-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.9NVIDIA 460.394.6.0OpenCL 1.2 CUDA 11.2.1361.2.155GCC 10.2.0 + Clang 11.0.1-1~oibaf~gext43840x2160NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (390/405MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (390/405MHz)NVIDIA GeForce RTX 3060 Ti 8GB (375/5000MHz)NVIDIA Device 228bNVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/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 Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Details- GTX 1080: GPU Compute Cores: 2560- 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: 8704Python Details- Python 3.8.6Security Details- 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

NVIDIA Linux GPU Benchmarks 2021redshift: vkfft: octanebench: Total Scorefahbench: v-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUrealsr-ncnn: 4x - Yesindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarrtiv: 3840 x 2160 - Cornell Boxvkresample: 2x - Doublertiv: 3840 x 2160 - Cornell Box + Lucyrtiv: 3840 x 2160 - Lucy In One Weekendrtiv: 2560 x 1440 - Cornell Box + Lucyrtiv: 2560 x 1440 - Lucy In One Weekendrtiv: 1920 x 1200 - Lucy In One Weekendrtiv: 1920 x 1200 - Cornell Box + Lucyrtiv: 1920 x 1080 - Lucy In One Weekendrtiv: 1920 x 1080 - Cornell Box + Lucyrtiv: 3840 x 2160 - Planets In One Weekendrtiv: 3840 x 2160 - Ray Tracing In One Weekendrtiv: 2560 x 1440 - Planets In One Weekendrtiv: 2560 x 1440 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Planets In One Weekendrtiv: 1920 x 1200 - Planets In One Weekendrtiv: 2560 x 1440 - Cornell Boxrtiv: 1920 x 1200 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Cornell Boxrtiv: 1920 x 1200 - Cornell Boxparaview: Many Spheres - 3840 x 2160paraview: Many Spheres - 3840 x 2160paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160realsr-ncnn: 4x - Noparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080betsy: ETC1 - Highestparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160vkresample: 2x - Singlenamd-cuda: ATPase Simulation - 327,506 Atomsparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080betsy: ETC2 RGB - Highestdarktable: Boat - OpenCLhashcat: SHA-512financebench: Monte-Carlo OpenCLhashcat: TrueCrypt RIPEMD160 + XTShashcat: SHA1waifu2x-ncnn: 2x - 3 - Yeshashcat: MD5darktable: Server Room - OpenCLdarktable: Masskrug - OpenCLhashcat: 7-Zipdarktable: Server Rack - OpenCLfinancebench: Black-Scholes OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308074922178131.138381150.9450389110.2334.43613.9001.47529253.6130.5225160.8709501.108821.789792.635531.591423.051301.960571.467881.427233.086593.001955.390644.822273.115074.682505.246305.473524.462784838.58548.265086.63750.741824.195175.0515.6572782.612267.029.2623126.137195.3829.8650.192827295.790455.9911.94214.6998632600001833.89029926626782788333336.368240181333335.8895.9243640000.18511.09946923484195.070769184.155547365985.4025.59118.40012.10101344.5544.692175.624789.7716111.137416.254913.978518.794617.04588.129237.9870717.154316.857930.063926.757826.461526.175129.604245.997337.82973815.13538.063994.76539.851729.556165.9712.6442707.308259.796.8142503.964156.5027.0790.172136284.275392.7714.42610500333331059.87333231083382512666675.771259167000005.7655.8514426670.19019.83237931000241.445325208.707549273375.7557.39223.31114.1848309.1855.976026.8720612.437313.756820.172517.845023.307021.83699.178868.9963319.334318.952633.888630.180929.887029.486133.208352.153442.93723748.65037.393824.55738.151859.637178.4511.5012862.737274.706.0322847.497177.9722.2340.158576827.820426.748.3941.7161187933333752.41398135120093417666675.262292802666670.7232.1184955670.09716.48633337430922244.679189206.032148071374.5267.39823.41913.87085301.6826.087057.0164112.716113.993320.509018.082123.661122.17519.336779.1679719.629619.238134.401130.655630.492829.971733.798252.810943.66753833.35438.233904.56438.951835.925176.1711.1792838.805272.415.9142899.617181.2322.2040.156796920.261432.528.34214.4561213233333781.94165035836795160000005.275299422333335.7765.8535039670.18216.09734832063261.261302232.777578597763.0207.77624.70616.7912262.2496.777177.9315314.103015.655022.790220.063526.275324.596410.826210.637122.745322.261239.982535.465435.275034.658739.143361.705950.73124407.22643.964499.12744.882299.463220.659.9013691.347354.215.4563288.286205.5219.4690.148237715.261482.207.3301.7091424200000816.009990426200111214666674.689353981666670.7762.1565963670.09712.80434632463256.387918236.814573089260.2647.64024.45818.4929236.7866.927028.3453414.363416.325723.562820.370227.144424.855012.017211.757125.110424.592444.005339.065738.712038.201243.101667.930755.27154876.98948.655009.18749.972353.412225.839.4113833.358367.846.0983609.624225.6019.2980.150748027.874501.747.40714.7931531366667824.735677451667119952000004.612376934666675.8926.0316251330.19312.16132834719262.843677257.989674290554.8957.84525.32620.3361217.3117.147848.8261614.870817.149824.589021.119728.447125.752913.146712.871927.512326.953848.345243.046342.880042.064947.523075.244661.68095323.26553.105446.21254.322616.200251.059.0104225.680405.495.2963853.392240.8317.7790.148948551.751534.486.8311.5911708433333843.452657520673134204000004.347423930333330.7562.1696925000.09710.61024642152358.549904307.2028926124643.81611.01233.23627.5750155.74310.536912.467321.800524.371935.017831.024240.417837.786217.637017.307336.757136.079464.497057.429057.953556.239563.3046102.06084.00127296.59272.787469.29274.503059.954293.637.5064690.748450.113.8224935.743308.4814.7800.140849606.532600.415.0081.4852239266667649.820658657067177184333333.776552981000000.7102.0848948670.0969.22623644769383.258253308.1555936129541.72911.65035.28028.8574148.61511.144013.087823.003125.597836.781932.643642.478139.903518.445518.105138.462437.724667.161759.953060.127658.745266.1316106.17087.471512083.863120.5313455.851134.223207.608307.807.2565660.407543.164.0464835.855302.2413.5330.140298346.175521.645.0431.4892351766667558.330994687067186088000003.812580785333330.7232.1849474670.1058.75724035207383.44601235.61491180154653.80111.42133.87618.4933262.9379.399239.6355319.570719.556229.214327.966233.832634.178610.03169.8024621.067420.588636.835932.753038.754331.977236.072667.804155.39434458.32344.474490.52344.792315.521222.198.7033136.561300.985.1023473.398217.0917.6430.136647905.550494.106.85114.4841412733333463.014658427233110832666674.360329371666675.8085.9035883670.19112.95716456583562.818641321.99861666218334.11417.65046.40531.9668148.00516.441316.431233.942233.054548.693948.429057.822359.092017.551217.135936.536235.618563.796957.148267.475955.541762.7312117.91997.19977680.53976.617841.29978.213478.835333.826.2505373.698515.653.3285430.654339.4211.2320.1329110606.699662.924.4161.2822420400000386.046997721867190988666673.439560396666670.7062.0909905670.0957.307OpenBenchmarking.org

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX160320480640800SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3749469379374348346328246240164236

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12K24K36K48K60KSE +/- 2.85, N = 3SE +/- 2.08, N = 3SE +/- 4.98, N = 3SE +/- 42.58, N = 3SE +/- 134.01, N = 3SE +/- 6.36, N = 3SE +/- 9.33, N = 3SE +/- 109.70, N = 3SE +/- 90.17, N = 3SE +/- 23.59, N = 3SE +/- 58.29, N = 322178234843100030922320633246334719421523520756583447691. (CXX) g++ options: -O3 -pthread

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX120240360480600131.14195.07241.45244.68261.26256.39262.84358.55383.45562.82383.26

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.20, N = 3SE +/- 0.37, N = 3SE +/- 0.46, N = 3SE +/- 0.44, N = 3SE +/- 0.78, N = 3SE +/- 1.14, N = 3SE +/- 0.56, N = 3SE +/- 0.96, N = 3SE +/- 0.56, N = 3SE +/- 0.54, N = 3SE +/- 0.79, N = 3150.95184.16208.71206.03232.78236.81257.99307.20235.61322.00308.16

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX400800120016002000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 338947349248078573074292611801666936

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX5001000150020002500SE +/- 1.67, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 5.69, N = 3SE +/- 0.33, N = 36597337139778929051246154621831295

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX20406080100SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.48, N = 3SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3110.2385.4075.7674.5363.0260.2654.9043.8253.8034.1141.73

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.017, N = 3SE +/- 0.045, N = 3SE +/- 0.009, N = 34.4365.5917.3927.3987.7767.6407.84511.01211.42117.65011.650

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1122334455SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 313.9018.4023.3123.4224.7124.4625.3333.2433.8846.4135.28

Ray Tracing In Vulkan

Resolution: 3840 x 2160 - Scene: Cornell Box

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX714212835SE +/- 0.00019, N = 3SE +/- 0.49480, N = 12SE +/- 0.00110, N = 3SE +/- 0.66135, N = 12SE +/- 0.00040, N = 3SE +/- 0.05093, N = 3SE +/- 0.00101, N = 3SE +/- 0.01357, N = 3SE +/- 0.01127, N = 3SE +/- 0.00613, N = 3SE +/- 0.02235, N = 31.4752912.1010114.1848013.8708516.7912018.4929020.3361027.5750018.4933031.9668028.857401. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.11, N = 3SE +/- 0.68, N = 3SE +/- 0.24, N = 3SE +/- 0.29, N = 3SE +/- 0.63, N = 3SE +/- 0.09, N = 3SE +/- 0.53, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3253.61344.55309.19301.68262.25236.79217.31155.74262.94148.01148.621. (CXX) g++ options: -O3 -pthread

Ray Tracing In Vulkan

Resolution: 3840 x 2160 - Scene: Cornell Box + Lucy

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.000066, N = 3SE +/- 0.012352, N = 3SE +/- 0.003742, N = 3SE +/- 0.004544, N = 3SE +/- 0.010810, N = 3SE +/- 0.004112, N = 3SE +/- 0.004454, N = 3SE +/- 0.006543, N = 3SE +/- 0.010125, N = 3SE +/- 0.009711, N = 3SE +/- 0.014988, N = 30.5225164.6921705.9760206.0870506.7771706.9270207.14784010.5369009.39923016.44130011.1440001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 3840 x 2160 - Scene: Lucy In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.000045, N = 3SE +/- 0.001580, N = 3SE +/- 0.003200, N = 3SE +/- 0.003196, N = 3SE +/- 0.002273, N = 3SE +/- 0.006235, N = 3SE +/- 0.004421, N = 3SE +/- 0.008796, N = 3SE +/- 0.019570, N = 3SE +/- 0.010300, N = 3SE +/- 0.013070, N = 30.8709505.6247806.8720607.0164107.9315308.3453408.82616012.4673009.63553016.43120013.0878001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 2560 x 1440 - Scene: Cornell Box + Lucy

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX816243240SE +/- 0.00269, N = 3SE +/- 0.01758, N = 3SE +/- 0.02417, N = 3SE +/- 0.02099, N = 3SE +/- 0.00856, N = 3SE +/- 0.01420, N = 3SE +/- 0.00777, N = 3SE +/- 0.02332, N = 3SE +/- 0.00765, N = 3SE +/- 0.01143, N = 3SE +/- 0.00798, N = 31.108829.7716112.4373012.7161014.1030014.3634014.8708021.8005019.5707033.9422023.003101. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 2560 x 1440 - Scene: Lucy In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX816243240SE +/- 0.00047, N = 3SE +/- 0.00015, N = 3SE +/- 0.00228, N = 3SE +/- 0.00613, N = 3SE +/- 0.00410, N = 3SE +/- 0.01436, N = 3SE +/- 0.00929, N = 3SE +/- 0.02242, N = 3SE +/- 0.02902, N = 3SE +/- 0.01850, N = 3SE +/- 0.00917, N = 31.7897911.1374013.7568013.9933015.6550016.3257017.1498024.3719019.5562033.0545025.597801. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1200 - Scene: Lucy In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1122334455SE +/- 0.00029, N = 3SE +/- 0.02483, N = 3SE +/- 0.00745, N = 3SE +/- 0.01247, N = 3SE +/- 0.00694, N = 3SE +/- 0.00423, N = 3SE +/- 0.01658, N = 3SE +/- 0.01689, N = 3SE +/- 0.02575, N = 3SE +/- 0.03943, N = 3SE +/- 0.03390, N = 32.6355316.2549020.1725020.5090022.7902023.5628024.5890035.0178029.2143048.6939036.781901. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1200 - Scene: Cornell Box + Lucy

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1122334455SE +/- 0.00263, N = 3SE +/- 0.02205, N = 3SE +/- 0.00621, N = 3SE +/- 0.03029, N = 3SE +/- 0.03525, N = 3SE +/- 0.01057, N = 3SE +/- 0.01418, N = 3SE +/- 0.04088, N = 3SE +/- 0.02239, N = 3SE +/- 0.03511, N = 3SE +/- 0.02403, N = 31.5914213.9785017.8450018.0821020.0635020.3702021.1197031.0242027.9662048.4290032.643601. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1080 - Scene: Lucy In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Lucy In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1326395265SE +/- 0.00033, N = 3SE +/- 0.03850, N = 3SE +/- 0.03448, N = 3SE +/- 0.01935, N = 3SE +/- 0.01051, N = 3SE +/- 0.02929, N = 3SE +/- 0.03952, N = 3SE +/- 0.01215, N = 3SE +/- 0.03486, N = 3SE +/- 0.17158, N = 3SE +/- 0.02451, N = 33.0513018.7946023.3070023.6611026.2753027.1444028.4471040.4178033.8326057.8223042.478101. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1080 - Scene: Cornell Box + Lucy

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Cornell Box + LucyGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1326395265SE +/- 0.00020, N = 3SE +/- 0.00326, N = 3SE +/- 0.02601, N = 3SE +/- 0.01871, N = 3SE +/- 0.02030, N = 3SE +/- 0.05384, N = 3SE +/- 0.02882, N = 3SE +/- 0.05945, N = 3SE +/- 0.02964, N = 3SE +/- 0.11085, N = 3SE +/- 0.02952, N = 31.9605717.0458021.8369022.1751024.5964024.8550025.7529037.7862034.1786059.0920039.903501. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 3840 x 2160 - Scene: Planets In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025SE +/- 0.00241, N = 3SE +/- 0.02006, N = 3SE +/- 0.00967, N = 3SE +/- 0.00198, N = 3SE +/- 0.00074, N = 3SE +/- 0.00123, N = 3SE +/- 0.00055, N = 3SE +/- 0.00677, N = 3SE +/- 0.00129, N = 3SE +/- 0.00529, N = 3SE +/- 0.00483, N = 31.467888.129239.178869.3367710.8262012.0172013.1467017.6370010.0316017.5512018.445501. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 3840 x 2160 - Scene: Ray Tracing In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 3840 x 2160 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.00271, N = 3SE +/- 0.02009, N = 3SE +/- 0.00026, N = 3SE +/- 0.02382, N = 3SE +/- 0.02386, N = 3SE +/- 0.00105, N = 3SE +/- 0.00003, N = 3SE +/- 0.00581, N = 3SE +/- 0.00111, N = 3SE +/- 0.00227, N = 3SE +/- 0.01732, N = 31.427237.987078.996339.1679710.6371011.7571012.8719017.307309.8024617.1359018.105101. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 2560 x 1440 - Scene: Planets In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX918273645SE +/- 0.00025, N = 3SE +/- 0.04436, N = 3SE +/- 0.00203, N = 3SE +/- 0.00690, N = 3SE +/- 0.00370, N = 3SE +/- 0.00373, N = 3SE +/- 0.00528, N = 3SE +/- 0.01907, N = 3SE +/- 0.00284, N = 3SE +/- 0.01141, N = 3SE +/- 0.02309, N = 33.0865917.1543019.3343019.6296022.7453025.1104027.5123036.7571021.0674036.5362038.462401. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 2560 x 1440 - Scene: Ray Tracing In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX918273645SE +/- 0.00039, N = 3SE +/- 0.04061, N = 3SE +/- 0.00182, N = 3SE +/- 0.00542, N = 3SE +/- 0.00624, N = 3SE +/- 0.00438, N = 3SE +/- 0.00128, N = 3SE +/- 0.01733, N = 3SE +/- 0.00121, N = 3SE +/- 0.00275, N = 3SE +/- 0.00387, N = 33.0019516.8579018.9526019.2381022.2612024.5924026.9538036.0794020.5886035.6185037.724601. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1080 - Scene: Planets In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1530456075SE +/- 0.00042, N = 3SE +/- 0.01519, N = 3SE +/- 0.00021, N = 3SE +/- 0.00501, N = 3SE +/- 0.00544, N = 3SE +/- 0.00538, N = 3SE +/- 0.01012, N = 3SE +/- 0.22121, N = 3SE +/- 0.00653, N = 3SE +/- 0.09516, N = 3SE +/- 0.12265, N = 35.3906430.0639033.8886034.4011039.9825044.0053048.3452064.4970036.8359063.7969067.161701. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1200 - Scene: Planets In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Planets In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1326395265SE +/- 0.00106, N = 3SE +/- 0.06774, N = 3SE +/- 0.00358, N = 3SE +/- 0.01354, N = 3SE +/- 0.00448, N = 3SE +/- 0.00346, N = 3SE +/- 0.00921, N = 3SE +/- 0.04959, N = 3SE +/- 0.03725, N = 3SE +/- 0.15316, N = 3SE +/- 0.00675, N = 34.8222726.7578030.1809030.6556035.4654039.0657043.0463057.4290032.7530057.1482059.953001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 2560 x 1440 - Scene: Cornell Box

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 2560 x 1440 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1530456075SE +/- 0.00048, N = 3SE +/- 0.02488, N = 3SE +/- 0.03095, N = 3SE +/- 0.00459, N = 3SE +/- 0.00716, N = 3SE +/- 0.10352, N = 3SE +/- 0.00723, N = 3SE +/- 0.01803, N = 3SE +/- 0.00575, N = 3SE +/- 0.17800, N = 3SE +/- 0.13186, N = 33.1150726.4615029.8870030.4928035.2750038.7120042.8800057.9535038.7543067.4759060.127601. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1200 - Scene: Ray Tracing In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1326395265SE +/- 0.00068, N = 3SE +/- 0.06537, N = 3SE +/- 0.01091, N = 3SE +/- 0.00709, N = 3SE +/- 0.00513, N = 3SE +/- 0.00578, N = 3SE +/- 0.02104, N = 3SE +/- 0.05947, N = 3SE +/- 0.00236, N = 3SE +/- 0.03341, N = 3SE +/- 0.05609, N = 34.6825026.1751029.4861029.9717034.6587038.2012042.0649056.2395031.9772055.5417058.745201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1080 - Scene: Ray Tracing In One Weekend

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Ray Tracing In One WeekendGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1530456075SE +/- 0.00073, N = 3SE +/- 0.07267, N = 3SE +/- 0.00405, N = 3SE +/- 0.08825, N = 3SE +/- 0.00952, N = 3SE +/- 0.00505, N = 3SE +/- 0.00719, N = 3SE +/- 0.15209, N = 3SE +/- 0.00417, N = 3SE +/- 0.22621, N = 3SE +/- 0.11773, N = 35.2463029.6042033.2083033.7982039.1433043.1016047.5230063.3046036.0726062.7312066.131601. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1080 - Scene: Cornell Box

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1080 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150SE +/- 0.00016, N = 3SE +/- 0.07535, N = 3SE +/- 0.00969, N = 3SE +/- 0.01070, N = 3SE +/- 0.10734, N = 3SE +/- 0.30956, N = 3SE +/- 0.02054, N = 3SE +/- 0.12692, N = 3SE +/- 0.07950, N = 3SE +/- 0.09025, N = 3SE +/- 0.02949, N = 35.4735245.9973052.1534052.8109061.7059067.9307075.24460102.0600067.80410117.91900106.170001. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

Ray Tracing In Vulkan

Resolution: 1920 x 1200 - Scene: Cornell Box

OpenBenchmarking.orgFPS, More Is BetterRay Tracing In Vulkan r6Resolution: 1920 x 1200 - Scene: Cornell BoxGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX20406080100SE +/- 0.00041, N = 3SE +/- 0.09916, N = 3SE +/- 0.00486, N = 3SE +/- 0.02265, N = 3SE +/- 0.02272, N = 3SE +/- 0.14783, N = 3SE +/- 0.01022, N = 3SE +/- 0.03080, N = 3SE +/- 0.01476, N = 3SE +/- 0.03977, N = 3SE +/- 0.01754, N = 34.4627837.8297042.9372043.6675050.7312055.2715061.6809084.0012055.3943097.1997087.471501. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3K6K9K12K15KSE +/- 2.30, N = 3SE +/- 0.28, N = 3SE +/- 2.20, N = 3SE +/- 4.35, N = 3SE +/- 1.45, N = 3SE +/- 5.07, N = 3SE +/- 1.58, N = 3SE +/- 7.19, N = 3SE +/- 2.44, N = 3SE +/- 11.77, N = 3SE +/- 46.85, N = 34838.593815.143748.653833.354407.234876.995323.277296.594458.327680.5412083.86

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.47, N = 348.2638.0637.3938.2343.9648.6553.1072.7844.4776.61120.53

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3K6K9K12K15KSE +/- 9.93, N = 3SE +/- 4.56, N = 3SE +/- 9.03, N = 3SE +/- 7.36, N = 3SE +/- 10.38, N = 3SE +/- 11.76, N = 3SE +/- 16.45, N = 3SE +/- 17.40, N = 3SE +/- 0.86, N = 3SE +/- 20.20, N = 3SE +/- 70.90, N = 35086.643994.773824.563904.564499.135009.195446.217469.294490.527841.3013455.85

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX306090120150SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.71, N = 350.7439.8538.1538.9544.8849.9754.3274.5044.7978.21134.22

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX7001400210028003500SE +/- 20.17, N = 3SE +/- 4.81, N = 3SE +/- 12.72, N = 3SE +/- 4.59, N = 3SE +/- 11.62, N = 3SE +/- 17.49, N = 15SE +/- 20.11, N = 10SE +/- 12.62, N = 3SE +/- 5.51, N = 3SE +/- 28.95, N = 15SE +/- 31.66, N = 151824.201729.561859.641835.932299.462353.412616.203059.952315.523478.843207.61

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 1.94, N = 3SE +/- 0.46, N = 3SE +/- 1.22, N = 3SE +/- 0.44, N = 3SE +/- 1.12, N = 3SE +/- 1.68, N = 15SE +/- 1.93, N = 10SE +/- 1.21, N = 3SE +/- 0.53, N = 3SE +/- 2.78, N = 15SE +/- 3.04, N = 15175.05165.97178.45176.17220.65225.83251.05293.63222.19333.82307.80

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.070, N = 3SE +/- 0.091, N = 3SE +/- 0.118, N = 5SE +/- 0.069, N = 3SE +/- 0.038, N = 3SE +/- 0.113, N = 4SE +/- 0.240, N = 14SE +/- 0.058, N = 3SE +/- 0.052, N = 3SE +/- 0.044, N = 3SE +/- 0.078, N = 515.65712.64411.50111.1799.9019.4119.0107.5068.7036.2507.256

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12002400360048006000SE +/- 18.81, N = 3SE +/- 20.33, N = 3SE +/- 14.35, N = 3SE +/- 10.91, N = 3SE +/- 10.22, N = 3SE +/- 41.86, N = 15SE +/- 36.34, N = 3SE +/- 7.41, N = 3SE +/- 12.76, N = 3SE +/- 37.60, N = 3SE +/- 20.77, N = 32782.612707.312862.742838.813691.353833.364225.684690.753136.565373.705660.41

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX120240360480600SE +/- 1.80, N = 3SE +/- 1.95, N = 3SE +/- 1.38, N = 3SE +/- 1.05, N = 3SE +/- 0.98, N = 3SE +/- 4.02, N = 15SE +/- 3.49, N = 3SE +/- 0.71, N = 3SE +/- 1.23, N = 3SE +/- 3.61, N = 3SE +/- 1.99, N = 3267.02259.79274.70272.41354.21367.84405.49450.11300.98515.65543.16

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.013, N = 3SE +/- 0.063, N = 3SE +/- 0.016, N = 3SE +/- 0.030, N = 3SE +/- 0.021, N = 3SE +/- 0.046, N = 15SE +/- 0.028, N = 3SE +/- 0.036, N = 7SE +/- 0.075, N = 15SE +/- 0.024, N = 3SE +/- 0.082, N = 159.2626.8146.0325.9145.4566.0985.2963.8225.1023.3284.0461. (CXX) g++ options: -O3 -O2 -lpthread -ldl

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12002400360048006000SE +/- 13.77, N = 3SE +/- 5.75, N = 3SE +/- 3.77, N = 3SE +/- 6.53, N = 3SE +/- 7.19, N = 3SE +/- 10.65, N = 3SE +/- 14.19, N = 3SE +/- 27.20, N = 3SE +/- 13.70, N = 3SE +/- 21.74, N = 3SE +/- 81.52, N = 153126.142503.962847.502899.623288.293609.623853.394935.743473.405430.654835.86

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX70140210280350SE +/- 0.86, N = 3SE +/- 0.36, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.45, N = 3SE +/- 0.67, N = 3SE +/- 0.89, N = 3SE +/- 1.70, N = 3SE +/- 0.86, N = 3SE +/- 1.36, N = 3SE +/- 5.10, N = 15195.38156.50177.97181.23205.52225.60240.83308.48217.09339.42302.24

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX714212835SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 329.8727.0822.2322.2019.4719.3017.7814.7817.6411.2313.531. (CXX) g++ options: -O3 -pthread

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.04340.08680.13020.17360.217SE +/- 0.00027, N = 3SE +/- 0.00090, N = 3SE +/- 0.00029, N = 3SE +/- 0.00045, N = 3SE +/- 0.00031, N = 3SE +/- 0.00059, N = 3SE +/- 0.00049, N = 3SE +/- 0.00010, N = 3SE +/- 0.00041, N = 3SE +/- 0.00128, N = 3SE +/- 0.00039, N = 30.192820.172130.158570.156790.148230.150740.148940.140840.136640.132910.14029

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX2K4K6K8K10KSE +/- 33.70, N = 3SE +/- 33.73, N = 3SE +/- 26.87, N = 3SE +/- 36.97, N = 3SE +/- 22.07, N = 3SE +/- 95.86, N = 4SE +/- 14.53, N = 3SE +/- 71.88, N = 3SE +/- 39.54, N = 3SE +/- 34.46, N = 3SE +/- 213.93, N = 157295.796284.286827.826920.267715.268027.878551.759606.537905.5510606.708346.18

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX140280420560700SE +/- 2.11, N = 3SE +/- 2.11, N = 3SE +/- 1.68, N = 3SE +/- 2.31, N = 3SE +/- 1.38, N = 3SE +/- 5.99, N = 4SE +/- 0.91, N = 3SE +/- 4.49, N = 3SE +/- 2.47, N = 3SE +/- 2.15, N = 3SE +/- 13.37, N = 15455.99392.77426.74432.52482.20501.74534.48600.41494.10662.92521.64

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestGTX 1080RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX3691215SE +/- 0.038, N = 3SE +/- 0.011, N = 3SE +/- 0.055, N = 3SE +/- 0.011, N = 3SE +/- 0.053, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.048, N = 3SE +/- 0.011, N = 3SE +/- 0.080, N = 1511.9428.3948.3427.3307.4076.8315.0086.8514.4165.0431. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX48121620SE +/- 0.017, N = 3SE +/- 0.019, N = 3SE +/- 0.005, N = 3SE +/- 0.021, N = 3SE +/- 0.008, N = 3SE +/- 0.021, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.030, N = 3SE +/- 0.006, N = 3SE +/- 0.012, N = 314.69914.4261.71614.4561.70914.7931.5911.48514.4841.2821.489

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX500M1000M1500M2000M2500MSE +/- 11123894.49, N = 15SE +/- 1034944.98, N = 3SE +/- 633333.33, N = 3SE +/- 1313181.04, N = 3SE +/- 1276714.53, N = 3SE +/- 868587.61, N = 3SE +/- 1980179.57, N = 3SE +/- 982061.32, N = 3SE +/- 1203236.38, N = 3SE +/- 2514623.90, N = 3SE +/- 1033333.33, N = 38632600001050033333118793333312132333331424200000153136666717084333332239266667141273333324204000002351766667

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX400800120016002000SE +/- 0.41, N = 3SE +/- 0.65, N = 3SE +/- 0.57, N = 3SE +/- 0.53, N = 3SE +/- 0.43, N = 3SE +/- 0.55, N = 3SE +/- 0.99, N = 3SE +/- 0.61, N = 3SE +/- 1.75, N = 3SE +/- 1.21, N = 3SE +/- 0.66, N = 31833.891059.87752.41781.94816.01824.74843.45649.82463.01386.05558.331. (CXX) g++ options: -O3 -march=native -fopenmp

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX150K300K450K600K750KSE +/- 666.67, N = 3SE +/- 405.52, N = 3SE +/- 173.21, N = 3SE +/- 240.37, N = 3SE +/- 360.56, N = 3SE +/- 1072.90, N = 3SE +/- 4356.82, N = 15SE +/- 592.55, N = 3SE +/- 721.88, N = 3SE +/- 560.75, N = 3SE +/- 1637.41, N = 3266267310833351200358367426200451667520673657067427233721867687067

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX4000M8000M12000M16000M20000MSE +/- 1217009.08, N = 3SE +/- 3907826.90, N = 3SE +/- 5454763.46, N = 3SE +/- 6366317.62, N = 3SE +/- 12109546.28, N = 3SE +/- 10450996.76, N = 3SE +/- 1527525.23, N = 3SE +/- 29255901.59, N = 3SE +/- 17695040.11, N = 3SE +/- 26464462.54, N = 3SE +/- 16900986.16, N = 3827883333382512666679341766667951600000011121466667119952000001342040000017718433333110832666671909886666718608800000

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810SE +/- 0.073, N = 4SE +/- 0.065, N = 3SE +/- 0.066, N = 3SE +/- 0.072, N = 3SE +/- 0.017, N = 3SE +/- 0.044, N = 6SE +/- 0.020, N = 3SE +/- 0.012, N = 3SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.035, N = 76.3685.7715.2625.2754.6894.6124.3473.7764.3603.4393.812

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5GTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX12000M24000M36000M48000M60000MSE +/- 33525380.10, N = 3SE +/- 16688419.14, N = 3SE +/- 14634472.24, N = 3SE +/- 17125062.85, N = 3SE +/- 25610045.77, N = 3SE +/- 57612045.42, N = 3SE +/- 44071015.92, N = 3SE +/- 36241182.84, N = 3SE +/- 25284668.17, N = 3SE +/- 64449006.54, N = 3SE +/- 73937751.60, N = 32401813333325916700000292802666672994223333335398166667376934666674239303333355298100000329371666675603966666758078533333

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX1.32572.65143.97715.30286.6285SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.014, N = 3SE +/- 0.001, N = 3SE +/- 0.011, N = 145.8895.7650.7235.7760.7765.8920.7560.7105.8080.7060.723

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX246810SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.023, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.030, N = 35.9245.8512.1185.8532.1566.0312.1692.0845.9032.0902.184

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX200K400K600K800K1000KSE +/- 378.59, N = 3SE +/- 497.77, N = 3SE +/- 1083.72, N = 3SE +/- 296.27, N = 3SE +/- 1146.49, N = 3SE +/- 1354.42, N = 3SE +/- 6986.65, N = 3SE +/- 2234.08, N = 3SE +/- 2033.33, N = 3SE +/- 1449.52, N = 3SE +/- 1098.99, N = 3364000442667495567503967596367625133692500894867588367990567947467

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX0.04340.08680.13020.17360.217SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 150.1850.1900.0970.1820.0970.1930.0970.0960.1910.0950.105

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLGTX 1080RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080TITAN RTX510152025SE +/- 0.147011, N = 3SE +/- 0.094335, N = 3SE +/- 0.196835, N = 3SE +/- 0.092007, N = 3SE +/- 0.083319, N = 3SE +/- 0.143406, N = 4SE +/- 0.084311, N = 9SE +/- 0.016231, N = 3SE +/- 0.004055, N = 3SE +/- 0.014468, N = 3SE +/- 0.005292, N = 311.09900019.83200016.48633316.09700012.80400012.16100010.6100009.22600012.9570007.3070008.7570001. (CXX) g++ options: -O3 -march=native -fopenmp

Phoronix Test Suite v10.8.4