nvidia-linux-gpu-performance-20212

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS) and NVIDIA GeForce RTX 2080 Ti 11GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2102075-PTS-NVIDIALI44&sro&grr.

nvidia-linux-gpu-performance-20212 ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 3080RTX 3060 TiNVIDIA GeForce RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPERRTX 2080 TiAMD 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 RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefASUS 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 3060 Ti 8GB (345/405MHz)NVIDIA Device 228bNVIDIA GeForce RTX 3060 Ti 8GB (360/405MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (390/405MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA TU104 HD AudioNVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioOpenBenchmarking.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- RTX 3080: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 3060 Ti: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009- NVIDIA GeForce RTX 3060 Ti: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Details- RTX 3080: GPU Compute Cores: 8704- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352Python Details- RTX 3080, RTX 3060 Ti, RTX 2070 SUPER, RTX 2060 SUPER, RTX 2080 SUPER, RTX 2080 Ti: 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-performance-20212 lczero: OpenCLredshift: vkfft: ncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetoctanebench: Total Scorefahbench: warsow: 2560 x 1440warsow: 1920 x 1200warsow: 1920 x 1080warsow: 3840 x 2160v-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarrealsr-ncnn: 4x - Yesvkresample: 2x - Doublertiv: 3840 x 2160 - Lucy In One Weekendrtiv: 3840 x 2160 - Cornell Box + Lucyrtiv: 2560 x 1440 - Lucy In One Weekendrtiv: 1920 x 1200 - Lucy In One Weekendrtiv: 1920 x 1080 - Lucy In One Weekendrtiv: 2560 x 1440 - Cornell Box + Lucyrtiv: 1920 x 1200 - Cornell Box + Lucyrtiv: 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: 3840 x 2160 - Cornell Boxrtiv: 1920 x 1080 - Planets In One Weekendrtiv: 1920 x 1200 - Planets In One Weekendrtiv: 2560 x 1440 - Ray Tracing In One Weekendrtiv: 1920 x 1080 - Ray Tracing In One Weekendrtiv: 1920 x 1200 - Ray Tracing In One Weekendrtiv: 2560 x 1440 - Cornell Boxrtiv: 1920 x 1200 - Cornell Boxrtiv: 1920 x 1080 - 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 - Novkresample: 2x - Singlenamd-cuda: ATPase Simulation - 327,506 Atomsparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160hashcat: TrueCrypt RIPEMD160 + XTSfinancebench: Monte-Carlo OpenCLparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080betsy: ETC2 RGB - Highesthashcat: SHA-512hashcat: SHA1hashcat: MD5betsy: ETC1 - Highestwaifu2x-ncnn: 2x - 3 - Yesdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLhashcat: 7-Zipdarktable: Server Room - OpenCLfinancebench: Black-Scholes OpenCLdarktable: Server Rack - OpenCLRTX 3080RTX 3060 TiNVIDIA GeForce RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPERRTX 2080 Ti318971645658317.8514.4821.3824.9711.1214.4358.8312.821.855.413.994.444.214.4812.20562.818641321.9986984.8985.7963.6830.21666218317.65046.40534.114148.00516.431216.441333.054548.693957.822333.942248.429059.092017.551217.135936.536231.966863.796957.148235.618562.731255.541767.475997.1997117.9197680.53976.617841.29978.213478.835333.826.25011.2320.132915373.698515.655430.654339.42721867386.04699710606.699662.924.416242040000019098866667560396666673.3283.4391.2822.0909905670.7067.3070.0952413522818.0014.7423.3826.9811.7214.7858.9013.591.885.423.984.444.144.5013.27382.736651237.0623983.3974.5980.4499.654.096266.2109.607819.3931419.528729.099933.719619.545127.894634.06839.996529.7603820.975718.494336.736532.599220.481035.882331.803338.598555.766168.32054451.59344.404475.50144.642251.061216.018.76117.6580.136143169.404304.133342.870208.93426700461.6763417578.143473.636.794141463333311068233333329403666675.0094.3721.7132.1215859670.77713.1380.1011185155011.45233.9923483206317.9614.2722.3925.6312.0914.7058.4913.441.865.504.074.464.214.5812.87261.261302232.7775953.3986.0979.2437.67859777.77624.70663.020262.2497.931536.7771715.655022.790226.275314.103020.063524.596410.826210.637122.745316.791239.982535.465422.261239.143334.658735.275050.731261.70594407.22643.964499.12744.882299.463220.659.90119.4690.148233691.347354.213288.286205.52426200816.0099907715.261482.207.330142420000011121466667353981666675.4564.6891.7092.1565963670.77612.8040.0973793100017.9814.4721.9425.3911.1514.4458.9912.851.875.454.014.464.214.5012.53241.445325208.7075696.3985.2977.5353.34927337.39223.31175.755309.1856.872065.9760213.756820.172523.307012.437317.845021.83699.178868.9963319.334314.184833.888630.180918.952633.208329.486129.887042.937252.15343748.65037.393824.55738.151859.637178.4511.50122.2340.158572862.737274.702847.497177.97351200752.4139816827.820426.748.39411879333339341766667292802666676.0325.2621.7162.1184955670.72316.4863330.0973283471918.6514.6723.0726.6312.2615.1561.1113.571.875.574.094.574.254.6113.31262.843677257.9896983.2985.7979.7494.27429057.84525.32654.895217.3118.826167.1478417.149824.589028.447114.870821.119725.752913.146712.871927.512320.336148.345243.046326.953847.523042.064942.880061.680975.24465323.26553.105446.21254.322616.200251.059.01017.7790.148944225.680405.493853.392240.83520673843.4526578551.751534.486.831170843333313420400000423930333335.2964.3471.5912.1696925000.75610.6100.0972464215218.0014.4122.0824.9811.2014.5159.0213.291.845.454.034.474.194.5012.97358.549904307.2028985.7985.9979.3553.5926124611.01233.23643.816155.74312.467310.536924.371935.017840.417821.800531.024237.786217.637017.307336.757127.575064.497057.429036.079463.304656.239557.953584.0012102.0607296.59272.787469.29274.503059.954293.637.50614.7800.140844690.748450.114935.743308.48657067649.8206589606.532600.415.008223926666717718433333552981000003.8223.7761.4852.0848948670.7109.2260.096OpenBenchmarking.org

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 30807K14K21K28K35KSE +/- 256.06, N = 3318971. (CXX) g++ options: -flto -pthread

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308080160240320400SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3379348328246241164

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308012K24K36K48K60KSE +/- 4.98, N = 3SE +/- 134.01, N = 3SE +/- 9.33, N = 3SE +/- 109.70, N = 3SE +/- 17.02, N = 3SE +/- 23.59, N = 33100032063347194215235228565831. (CXX) g++ options: -O3 -pthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080510152025SE +/- 0.03, N = 15SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 13SE +/- 0.07, N = 3SE +/- 0.02, N = 1517.9817.9618.6518.0018.0017.85MIN: 17.54 / MAX: 27.13MIN: 17.61 / MAX: 19.15MIN: 17.68 / MAX: 41.61MIN: 17.4 / MAX: 35.68MIN: 17.41 / MAX: 27.83MIN: 17.56 / MAX: 27.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.05, N = 15SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 13SE +/- 0.21, N = 3SE +/- 0.07, N = 1414.4714.2714.6714.4114.7414.48MIN: 13.92 / MAX: 16.43MIN: 13.95 / MAX: 14.61MIN: 14.1 / MAX: 19.06MIN: 13.6 / MAX: 27.43MIN: 14.07 / MAX: 16.1MIN: 13.79 / MAX: 24.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080612182430SE +/- 0.27, N = 15SE +/- 0.59, N = 3SE +/- 0.78, N = 3SE +/- 0.31, N = 13SE +/- 0.09, N = 3SE +/- 0.22, N = 1521.9422.3923.0722.0823.3821.38MIN: 20.72 / MAX: 25.98MIN: 20.98 / MAX: 23.83MIN: 20.78 / MAX: 30.08MIN: 20.68 / MAX: 34.43MIN: 22.85 / MAX: 25.03MIN: 20.7 / MAX: 38.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080612182430SE +/- 0.27, N = 15SE +/- 0.36, N = 3SE +/- 0.60, N = 3SE +/- 0.25, N = 13SE +/- 0.14, N = 3SE +/- 0.22, N = 1525.3925.6326.6324.9826.9824.97MIN: 24.28 / MAX: 43.07MIN: 24.31 / MAX: 35.26MIN: 24.4 / MAX: 46.26MIN: 23.79 / MAX: 34.58MIN: 24.63 / MAX: 46.48MIN: 24.2 / MAX: 30.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30803691215SE +/- 0.14, N = 15SE +/- 0.61, N = 3SE +/- 0.55, N = 3SE +/- 0.19, N = 13SE +/- 0.57, N = 3SE +/- 0.10, N = 1511.1512.0912.2611.2011.7211.12MIN: 10.78 / MAX: 13.1MIN: 10.8 / MAX: 13.2MIN: 10.76 / MAX: 16.88MIN: 10.71 / MAX: 13.13MIN: 10.8 / MAX: 44.26MIN: 10.81 / MAX: 24.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.06, N = 15SE +/- 0.36, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 13SE +/- 0.45, N = 3SE +/- 0.02, N = 1514.4414.7015.1514.5114.7814.43MIN: 14.17 / MAX: 32.3MIN: 14.18 / MAX: 23.66MIN: 14.24 / MAX: 28.92MIN: 14.09 / MAX: 16.91MIN: 14.12 / MAX: 17.41MIN: 14.25 / MAX: 27.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801428425670SE +/- 0.04, N = 15SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.05, N = 13SE +/- 0.18, N = 3SE +/- 0.06, N = 1558.9958.4961.1159.0258.9058.83MIN: 57.66 / MAX: 83.72MIN: 56.35 / MAX: 60.41MIN: 57.69 / MAX: 129.41MIN: 57.58 / MAX: 72.34MIN: 57.26 / MAX: 90.67MIN: 57.03 / MAX: 117.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30803691215SE +/- 0.04, N = 15SE +/- 0.68, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 13SE +/- 0.77, N = 3SE +/- 0.02, N = 1512.8513.4413.5713.2913.5912.82MIN: 12.46 / MAX: 21.99MIN: 12.44 / MAX: 24.56MIN: 12.61 / MAX: 15.4MIN: 12.5 / MAX: 27.44MIN: 12.49 / MAX: 16.77MIN: 12.43 / MAX: 22.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.4230.8461.2691.6922.115SE +/- 0.01, N = 15SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 13SE +/- 0.03, N = 3SE +/- 0.01, N = 151.871.861.871.841.881.85MIN: 1.79 / MAX: 2.29MIN: 1.8 / MAX: 2.1MIN: 1.8 / MAX: 2.36MIN: 1.8 / MAX: 2.4MIN: 1.8 / MAX: 7.07MIN: 1.8 / MAX: 2.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801.25332.50663.75995.01326.2665SE +/- 0.02, N = 15SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 13SE +/- 0.02, N = 3SE +/- 0.01, N = 155.455.505.575.455.425.41MIN: 5.31 / MAX: 14.05MIN: 5.31 / MAX: 9.38MIN: 5.34 / MAX: 7.4MIN: 5.28 / MAX: 6.74MIN: 5.3 / MAX: 9.74MIN: 5.3 / MAX: 14.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.92031.84062.76093.68124.6015SE +/- 0.01, N = 15SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 13SE +/- 0.01, N = 3SE +/- 0.00, N = 154.014.074.094.033.983.99MIN: 3.85 / MAX: 6.06MIN: 3.84 / MAX: 5.04MIN: 3.88 / MAX: 5.64MIN: 3.82 / MAX: 5.26MIN: 3.84 / MAX: 5.19MIN: 3.85 / MAX: 4.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801.02832.05663.08494.11325.1415SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 154.464.464.574.474.444.44MIN: 4.36 / MAX: 19.04MIN: 4.36 / MAX: 6.1MIN: 4.41 / MAX: 6MIN: 4.32 / MAX: 5.58MIN: 4.34 / MAX: 5.43MIN: 4.35 / MAX: 6.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.95631.91262.86893.82524.7815SE +/- 0.02, N = 15SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 13SE +/- 0.01, N = 3SE +/- 0.02, N = 154.214.214.254.194.144.21MIN: 4.09 / MAX: 5.44MIN: 4.12 / MAX: 5.49MIN: 4.1 / MAX: 8.02MIN: 4.08 / MAX: 5.41MIN: 4.06 / MAX: 5.35MIN: 4.1 / MAX: 6.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801.03732.07463.11194.14925.1865SE +/- 0.00, N = 15SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 13SE +/- 0.01, N = 3SE +/- 0.00, N = 154.504.584.614.504.504.48MIN: 4.3 / MAX: 5.72MIN: 4.3 / MAX: 28.29MIN: 4.31 / MAX: 6.2MIN: 4.29 / MAX: 6.08MIN: 4.28 / MAX: 5.73MIN: 4.3 / MAX: 5.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30803691215SE +/- 0.10, N = 15SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 13SE +/- 0.19, N = 3SE +/- 0.09, N = 1512.5312.8713.3112.9713.2712.20MIN: 11.86 / MAX: 26MIN: 12.38 / MAX: 13.65MIN: 12.41 / MAX: 30.9MIN: 12.36 / MAX: 22.3MIN: 12.64 / MAX: 14.87MIN: 11.81 / MAX: 13.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080120240360480600241.45261.26262.84358.55382.74562.82

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308070140210280350SE +/- 0.46, N = 3SE +/- 0.78, N = 3SE +/- 0.56, N = 3SE +/- 0.96, N = 3SE +/- 0.24, N = 3SE +/- 0.54, N = 3208.71232.78257.99307.20237.06322.00

Warsow

Resolution: 2560 x 1440

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 2560 x 1440RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802004006008001000SE +/- 2.47, N = 3SE +/- 0.97, N = 3SE +/- 0.29, N = 3SE +/- 0.33, N = 3SE +/- 0.68, N = 3SE +/- 0.15, N = 3696.3953.3983.2985.7983.3984.8

Warsow

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802004006008001000SE +/- 0.52, N = 3SE +/- 0.46, N = 3SE +/- 0.55, N = 3SE +/- 0.20, N = 3SE +/- 5.47, N = 3SE +/- 0.37, N = 3985.2986.0985.7985.9974.5985.7

Warsow

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802004006008001000SE +/- 6.77, N = 3SE +/- 6.42, N = 3SE +/- 6.93, N = 3SE +/- 6.45, N = 3SE +/- 5.01, N = 3SE +/- 13.18, N = 3977.5979.2979.7979.3980.4963.6

Warsow

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802004006008001000SE +/- 0.73, N = 3SE +/- 0.30, N = 3SE +/- 0.52, N = 3SE +/- 0.61, N = 3SE +/- 1.22, N = 3SE +/- 2.63, N = 3353.3437.6494.2553.5499.6830.2

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUNVIDIA GeForce RTX 3060 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3080400800120016002000SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 311854927857429261666

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPUNVIDIA GeForce RTX 3060 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 30805001000150020002500SE +/- 1.45, N = 3SE +/- 1.00, N = 3SE +/- 5.69, N = 3155073397790512462183

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomNVIDIA GeForce RTX 3060 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 308048121620SE +/- 0.011, N = 3SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.045, N = 311.4527.3927.7767.84511.01217.650

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarNVIDIA GeForce RTX 3060 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 30801122334455SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 333.9923.3124.7125.3333.2446.41

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308020406080100SE +/- 0.30, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 375.7663.0254.9043.8254.1034.11

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308070140210280350SE +/- 0.24, N = 3SE +/- 0.63, N = 3SE +/- 0.53, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3309.19262.25217.31155.74266.21148.011. (CXX) g++ options: -O3 -pthread

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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.00320, N = 3SE +/- 0.00227, N = 3SE +/- 0.00442, N = 3SE +/- 0.00880, N = 3SE +/- 0.00111, N = 3SE +/- 0.01030, N = 36.872067.931538.8261612.467309.6078116.431201. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

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 + LucyRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.00374, N = 3SE +/- 0.01081, N = 3SE +/- 0.00445, N = 3SE +/- 0.00654, N = 3SE +/- 0.00090, N = 3SE +/- 0.00971, N = 35.976026.777177.1478410.536909.3931416.441301. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 313.7615.6617.1524.3719.5333.051. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801122334455SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 320.1722.7924.5935.0229.1048.691. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801326395265SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 323.3126.2828.4540.4233.7257.821. (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 + LucyRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.4414.1014.8721.8019.5533.941. (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 + LucyRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801122334455SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 317.8520.0621.1231.0227.8948.431. (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 + LucyRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801326395265SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 321.8424.6025.7537.7934.0759.091. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.00967, N = 3SE +/- 0.00074, N = 3SE +/- 0.00055, N = 3SE +/- 0.00677, N = 3SE +/- 0.00065, N = 3SE +/- 0.00529, N = 39.1788610.8262013.1467017.637009.9965217.551201. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.00026, N = 3SE +/- 0.02386, N = 3SE +/- 0.00003, N = 3SE +/- 0.00581, N = 3SE +/- 0.00160, N = 3SE +/- 0.00227, N = 38.9963310.6371012.8719017.307309.7603817.135901. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 319.3322.7527.5136.7620.9836.541. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

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 BoxRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 314.1816.7920.3427.5818.4931.971. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801428425670SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 333.8939.9848.3564.5036.7463.801. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801326395265SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 330.1835.4743.0557.4332.6057.151. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.9522.2626.9536.0820.4835.621. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801428425670SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.23, N = 333.2139.1447.5263.3035.8862.731. (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 WeekendRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801326395265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.4934.6642.0656.2431.8055.541. (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 BoxRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801530456075SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 329.8935.2842.8857.9538.6067.481. (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 BoxRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308020406080100SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 342.9450.7361.6884.0055.7797.201. (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 BoxRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080306090120150SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 352.1561.7175.24102.0668.32117.921. (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 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308016003200480064008000SE +/- 2.20, N = 3SE +/- 1.45, N = 3SE +/- 1.58, N = 3SE +/- 7.19, N = 3SE +/- 5.00, N = 3SE +/- 11.77, N = 33748.654407.235323.277296.594451.597680.54

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308020406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 337.3943.9653.1072.7844.4076.61

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802K4K6K8K10KSE +/- 9.03, N = 3SE +/- 10.38, N = 3SE +/- 16.45, N = 3SE +/- 17.40, N = 3SE +/- 3.55, N = 3SE +/- 20.20, N = 33824.564499.135446.217469.294475.507841.30

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308020406080100SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 338.1544.8854.3274.5044.6478.21

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30807001400210028003500SE +/- 12.72, N = 3SE +/- 11.62, N = 3SE +/- 20.11, N = 10SE +/- 12.62, N = 3SE +/- 25.69, N = 3SE +/- 28.95, N = 151859.642299.462616.203059.952251.063478.84

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308070140210280350SE +/- 1.22, N = 3SE +/- 1.12, N = 3SE +/- 1.93, N = 10SE +/- 1.21, N = 3SE +/- 2.47, N = 3SE +/- 2.78, N = 15178.45220.65251.05293.63216.01333.82

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30803691215SE +/- 0.118, N = 5SE +/- 0.038, N = 3SE +/- 0.240, N = 14SE +/- 0.058, N = 3SE +/- 0.053, N = 3SE +/- 0.044, N = 311.5019.9019.0107.5068.7616.250

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 322.2319.4717.7814.7817.6611.231. (CXX) g++ options: -O3 -pthread

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.03570.07140.10710.14280.1785SE +/- 0.00029, N = 3SE +/- 0.00031, N = 3SE +/- 0.00049, N = 3SE +/- 0.00010, N = 3SE +/- 0.00015, N = 3SE +/- 0.00128, N = 30.158570.148230.148940.140840.136140.13291

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308012002400360048006000SE +/- 14.35, N = 3SE +/- 10.22, N = 3SE +/- 36.34, N = 3SE +/- 7.41, N = 3SE +/- 16.12, N = 3SE +/- 37.60, N = 32862.743691.354225.684690.753169.405373.70

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080110220330440550SE +/- 1.38, N = 3SE +/- 0.98, N = 3SE +/- 3.49, N = 3SE +/- 0.71, N = 3SE +/- 1.55, N = 3SE +/- 3.61, N = 3274.70354.21405.49450.11304.13515.65

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308012002400360048006000SE +/- 3.77, N = 3SE +/- 7.19, N = 3SE +/- 14.19, N = 3SE +/- 27.20, N = 3SE +/- 20.25, N = 3SE +/- 21.74, N = 32847.503288.293853.394935.743342.875430.65

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308070140210280350SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.89, N = 3SE +/- 1.70, N = 3SE +/- 1.26, N = 3SE +/- 1.36, N = 3177.97205.52240.83308.48208.93339.42

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080150K300K450K600K750KSE +/- 173.21, N = 3SE +/- 360.56, N = 3SE +/- 4356.82, N = 15SE +/- 592.55, N = 3SE +/- 1006.64, N = 3SE +/- 560.75, N = 3351200426200520673657067426700721867

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802004006008001000SE +/- 0.57, N = 3SE +/- 0.43, N = 3SE +/- 0.99, N = 3SE +/- 0.61, N = 3SE +/- 1.66, N = 3SE +/- 1.21, N = 3752.41816.01843.45649.82461.68386.051. (CXX) g++ options: -O3 -march=native -fopenmp

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30802K4K6K8K10KSE +/- 26.87, N = 3SE +/- 22.07, N = 3SE +/- 14.53, N = 3SE +/- 71.88, N = 3SE +/- 81.03, N = 5SE +/- 34.46, N = 36827.827715.268551.759606.537578.1410606.70

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080140280420560700SE +/- 1.68, N = 3SE +/- 1.38, N = 3SE +/- 0.91, N = 3SE +/- 4.49, N = 3SE +/- 5.06, N = 5SE +/- 2.15, N = 3426.74482.20534.48600.41473.63662.92

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080246810SE +/- 0.011, N = 3SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.009, N = 3SE +/- 0.011, N = 38.3947.3306.8315.0086.7944.4161. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080500M1000M1500M2000M2500MSE +/- 633333.33, N = 3SE +/- 1276714.53, N = 3SE +/- 1980179.57, N = 3SE +/- 982061.32, N = 3SE +/- 536449.23, N = 3SE +/- 2514623.90, N = 3118793333314242000001708433333223926666714146333332420400000

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30804000M8000M12000M16000M20000MSE +/- 5454763.46, N = 3SE +/- 12109546.28, N = 3SE +/- 1527525.23, N = 3SE +/- 29255901.59, N = 3SE +/- 7377744.31, N = 3SE +/- 26464462.54, N = 393417666671112146666713420400000177184333331106823333319098866667

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308012000M24000M36000M48000M60000MSE +/- 14634472.24, N = 3SE +/- 25610045.77, N = 3SE +/- 44071015.92, N = 3SE +/- 36241182.84, N = 3SE +/- 46443813.13, N = 3SE +/- 64449006.54, N = 3292802666673539816666742393033333552981000003294036666756039666667

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080246810SE +/- 0.016, N = 3SE +/- 0.021, N = 3SE +/- 0.028, N = 3SE +/- 0.036, N = 7SE +/- 0.041, N = 3SE +/- 0.024, N = 36.0325.4565.2963.8225.0093.3281. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30801.1842.3683.5524.7365.92SE +/- 0.066, N = 3SE +/- 0.017, N = 3SE +/- 0.020, N = 3SE +/- 0.012, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 35.2624.6894.3473.7764.3723.439

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.38610.77221.15831.54441.9305SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 31.7161.7091.5911.4851.7131.282

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.4880.9761.4641.9522.44SE +/- 0.003, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 32.1182.1562.1692.0842.1212.090

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 3080200K400K600K800K1000KSE +/- 1083.72, N = 3SE +/- 1146.49, N = 3SE +/- 6986.65, N = 3SE +/- 2234.08, N = 3SE +/- 1047.75, N = 3SE +/- 1449.52, N = 3495567596367692500894867585967990567

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.17480.34960.52440.69920.874SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.7230.7760.7560.7100.7770.706

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.196835, N = 3SE +/- 0.083319, N = 3SE +/- 0.084311, N = 9SE +/- 0.016231, N = 3SE +/- 0.179234, N = 3SE +/- 0.014468, N = 316.48633312.80400010.6100009.22600013.1380007.3070001. (CXX) g++ options: -O3 -march=native -fopenmp

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: OpenCLRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 30800.02270.04540.06810.09080.1135SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0970.0970.0970.0960.1010.095


Phoronix Test Suite v10.8.5