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&sor.

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 realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesvkfft: hashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSnamd-cuda: ATPase Simulation - 327,506 Atomsbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestvkresample: 2x - Doublevkresample: 2x - Singlewarsow: 1920 x 1080warsow: 1920 x 1200warsow: 2560 x 1440warsow: 3840 x 2160octanebench: Total Scoreredshift: rtiv: 1920 x 1080 - Cornell Boxrtiv: 1920 x 1200 - Cornell Boxrtiv: 2560 x 1440 - Cornell Boxrtiv: 3840 x 2160 - Cornell Boxrtiv: 1920 x 1080 - Cornell Box + Lucyrtiv: 1920 x 1200 - Cornell Box + Lucyrtiv: 2560 x 1440 - Cornell Box + Lucyrtiv: 3840 x 2160 - Cornell Box + Lucyrtiv: 1920 x 1080 - Lucy In One Weekendrtiv: 1920 x 1200 - Lucy In One Weekendrtiv: 2560 x 1440 - Lucy In One Weekendrtiv: 3840 x 2160 - Lucy In One Weekendrtiv: 1920 x 1080 - Planets In One Weekendrtiv: 1920 x 1200 - Planets In One Weekendrtiv: 2560 x 1440 - Planets In One Weekendrtiv: 3840 x 2160 - Planets In One Weekendrtiv: 1920 x 1080 - Ray Tracing In One Weekendrtiv: 1920 x 1200 - Ray Tracing In One Weekendrtiv: 2560 x 1440 - Ray Tracing In One Weekendrtiv: 3840 x 2160 - Ray Tracing In One Weekendparaview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 3840 x 2160paraview: Many Spheres - 3840 x 2160paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160fahbench: lczero: OpenCLfinancebench: Monte-Carlo OpenCLfinancebench: Black-Scholes OpenCLdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Room - 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_400mindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarv-ray: NVIDIA RTX GPUv-ray: NVIDIA CUDA GPURTX 3080RTX 3060 TiNVIDIA GeForce RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPERRTX 2080 Ti6.25034.1143.43956583560396666671909886666799056724204000007218670.132913.3284.416148.00511.232963.6985.7984.8830.2562.818641164117.91997.199767.475931.966859.092048.429033.942216.441357.822348.693933.054516.431263.796957.148236.536217.551262.731255.541735.618517.135978.217841.29976.617680.539662.9210606.699339.425430.654515.655373.698333.823478.835321.998631897386.0469977.3071.2822.0900.0950.70612.204.484.214.443.995.411.8512.8258.8314.4311.1224.9721.3814.4817.8517.65046.405218316668.76154.0964.37235228329403666671106823333358596714146333334267000.136145.0096.794266.21017.658980.4974.5983.3499.6382.73665124168.320555.766138.598518.494334.068327.894619.54519.3931433.719629.099919.52879.6078136.736532.599220.97579.9965235.882331.803320.48109.7603844.644475.50144.404451.593473.637578.143208.933342.870304.133169.404216.012251.061237.0623461.67634113.1381.7132.1210.1010.77713.274.504.144.443.985.421.8813.5958.9014.7811.7226.9823.3814.7418.0011.45233.992155011859.90163.0204.68932063353981666671112146666759636714242000004262000.148235.4567.330262.24919.469979.2986.0953.3437.6261.26130234861.705950.731235.275016.791224.596420.063514.10306.7771726.275322.790215.65507.9315339.982535.465422.745310.826239.143334.658722.261210.637144.884499.12743.964407.226482.207715.261205.523288.286354.213691.347220.652299.463232.7775816.00999012.8041.7092.1560.0970.77612.874.584.214.464.075.501.8613.4458.4914.7012.0925.6322.3914.2717.967.77624.70697778511.50175.7555.2623100029280266667934176666749556711879333333512000.158576.0328.394309.18522.234977.5985.2696.3353.3241.44532537952.153442.937229.887014.184821.836917.845012.43735.9760223.307020.172513.75686.8720633.888630.180919.33439.1788633.208329.486118.95268.9963338.153824.55737.393748.650426.746827.820177.972847.497274.702862.737178.451859.637208.7075752.41398116.4863331.7162.1180.0970.72312.534.504.214.464.015.451.8712.8558.9914.4411.1525.3921.9414.4717.987.39223.3117334929.01054.8954.34734719423930333331342040000069250017084333335206730.148945.2966.831217.31117.779979.7985.7983.2494.2262.84367732875.244661.680942.880020.336125.752921.119714.87087.1478428.447124.589017.14988.8261648.345243.046327.512313.146747.523042.064926.953812.871954.325446.21253.105323.265534.488551.751240.833853.392405.494225.680251.052616.200257.9896843.45265710.6101.5912.1690.0970.75613.314.614.254.574.095.571.8713.5761.1115.1512.2626.6323.0714.6718.657.84525.3269057427.50643.8163.77642152552981000001771843333389486722392666676570670.140843.8225.008155.74314.780979.3985.9985.7553.5358.549904246102.06084.001257.953527.575037.786231.024221.800510.536940.417835.017824.371912.467364.497057.429036.757117.637063.304656.239536.079417.307374.507469.29272.787296.592600.419606.532308.484935.743450.114690.748293.633059.954307.2028649.8206589.2261.4852.0840.0960.71012.974.504.194.474.035.451.8413.2959.0214.5111.2024.9822.0814.4118.0011.01233.2361246926OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER3691215SE +/- 0.044, N = 3SE +/- 0.058, N = 3SE +/- 0.053, N = 3SE +/- 0.240, N = 14SE +/- 0.038, N = 3SE +/- 0.118, N = 56.2507.5068.7619.0109.90111.501

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER20406080100SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 334.1143.8254.1054.9063.0275.76

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER1.1842.3683.5524.7365.92SE +/- 0.006, N = 3SE +/- 0.012, N = 3SE +/- 0.020, N = 3SE +/- 0.004, N = 3SE +/- 0.017, N = 3SE +/- 0.066, N = 33.4393.7764.3474.3724.6895.262

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER12K24K36K48K60KSE +/- 23.59, N = 3SE +/- 109.70, N = 3SE +/- 17.02, N = 3SE +/- 9.33, N = 3SE +/- 134.01, N = 3SE +/- 4.98, N = 35658342152352283471932063310001. (CXX) g++ options: -O3 -pthread

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER12000M24000M36000M48000M60000MSE +/- 64449006.54, N = 3SE +/- 36241182.84, N = 3SE +/- 44071015.92, N = 3SE +/- 25610045.77, N = 3SE +/- 46443813.13, N = 3SE +/- 14634472.24, N = 3560396666675529810000042393033333353981666673294036666729280266667

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER4000M8000M12000M16000M20000MSE +/- 26464462.54, N = 3SE +/- 29255901.59, N = 3SE +/- 1527525.23, N = 3SE +/- 12109546.28, N = 3SE +/- 7377744.31, N = 3SE +/- 5454763.46, N = 319098866667177184333331342040000011121466667110682333339341766667

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER200K400K600K800K1000KSE +/- 1449.52, N = 3SE +/- 2234.08, N = 3SE +/- 6986.65, N = 3SE +/- 1146.49, N = 3SE +/- 1047.75, N = 3SE +/- 1083.72, N = 3990567894867692500596367585967495567

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER500M1000M1500M2000M2500MSE +/- 2514623.90, N = 3SE +/- 982061.32, N = 3SE +/- 1980179.57, N = 3SE +/- 1276714.53, N = 3SE +/- 536449.23, N = 3SE +/- 633333.33, N = 3242040000022392666671708433333142420000014146333331187933333

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER150K300K450K600K750KSE +/- 560.75, N = 3SE +/- 592.55, N = 3SE +/- 4356.82, N = 15SE +/- 1006.64, N = 3SE +/- 360.56, N = 3SE +/- 173.21, N = 3721867657067520673426700426200351200

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3080RTX 3060 TiRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2060 SUPER0.03570.07140.10710.14280.1785SE +/- 0.00128, N = 3SE +/- 0.00015, N = 3SE +/- 0.00010, N = 3SE +/- 0.00031, N = 3SE +/- 0.00049, N = 3SE +/- 0.00029, N = 30.132910.136140.140840.148230.148940.15857

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER246810SE +/- 0.024, N = 3SE +/- 0.036, N = 7SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.021, N = 3SE +/- 0.016, N = 33.3283.8225.0095.2965.4566.0321. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER246810SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.009, N = 3SE +/- 0.006, N = 3SE +/- 0.011, N = 3SE +/- 0.011, N = 34.4165.0086.7946.8317.3308.3941. (CXX) g++ options: -O3 -O2 -lpthread -ldl

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER70140210280350SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 3SE +/- 0.63, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3148.01155.74217.31262.25266.21309.191. (CXX) g++ options: -O3 -pthread

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 311.2314.7817.6617.7819.4722.231. (CXX) g++ options: -O3 -pthread

Warsow

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080RTX 3060 TiRTX 2080 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2060 SUPERRTX 30802004006008001000SE +/- 5.01, N = 3SE +/- 6.93, N = 3SE +/- 6.45, N = 3SE +/- 6.42, N = 3SE +/- 6.77, N = 3SE +/- 13.18, N = 3980.4979.7979.3979.2977.5963.6

Warsow

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200RTX 2070 SUPERRTX 2080 TiRTX 2080 SUPERRTX 3080RTX 2060 SUPERRTX 3060 Ti2004006008001000SE +/- 0.46, N = 3SE +/- 0.20, N = 3SE +/- 0.55, N = 3SE +/- 0.37, N = 3SE +/- 0.52, N = 3SE +/- 5.47, N = 3986.0985.9985.7985.7985.2974.5

Warsow

Resolution: 2560 x 1440

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 2560 x 1440RTX 2080 TiRTX 3080RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER2004006008001000SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.68, N = 3SE +/- 0.29, N = 3SE +/- 0.97, N = 3SE +/- 2.47, N = 3985.7984.8983.3983.2953.3696.3

Warsow

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER2004006008001000SE +/- 2.63, N = 3SE +/- 0.61, N = 3SE +/- 1.22, N = 3SE +/- 0.52, N = 3SE +/- 0.30, N = 3SE +/- 0.73, N = 3830.2553.5499.6494.2437.6353.3

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER120240360480600562.82382.74358.55262.84261.26241.45

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER80160240320400SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3164241246328348379

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 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER306090120150SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3117.92102.0675.2468.3261.7152.151. (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 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER20406080100SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 397.2084.0061.6855.7750.7342.941. (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 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER1530456075SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 367.4857.9542.8838.6035.2829.891. (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 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 331.9727.5820.3418.4916.7914.181. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER1326395265SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 359.0937.7934.0725.7524.6021.841. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER1122334455SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 348.4331.0227.8921.1220.0617.851. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER816243240SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 333.9421.8019.5514.8714.1012.441. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER48121620SE +/- 0.00971, N = 3SE +/- 0.00654, N = 3SE +/- 0.00090, N = 3SE +/- 0.00445, N = 3SE +/- 0.01081, N = 3SE +/- 0.00374, N = 316.4413010.536909.393147.147846.777175.976021. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER1326395265SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 357.8240.4233.7228.4526.2823.311. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER1122334455SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 348.6935.0229.1024.5922.7920.171. (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 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 333.0524.3719.5317.1515.6613.761. (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 WeekendRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER48121620SE +/- 0.01030, N = 3SE +/- 0.00880, N = 3SE +/- 0.00111, N = 3SE +/- 0.00442, N = 3SE +/- 0.00227, N = 3SE +/- 0.00320, N = 316.4312012.467309.607818.826167.931536.872061. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER1428425670SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 364.5063.8048.3539.9836.7433.891. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER1326395265SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 357.4357.1543.0535.4732.6030.181. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER816243240SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 336.7636.5427.5122.7520.9819.331. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER48121620SE +/- 0.00677, N = 3SE +/- 0.00529, N = 3SE +/- 0.00055, N = 3SE +/- 0.00074, N = 3SE +/- 0.00065, N = 3SE +/- 0.00967, N = 317.6370017.5512013.1467010.826209.996529.178861. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER1428425670SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 363.3062.7347.5239.1435.8833.211. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER1326395265SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 356.2455.5442.0634.6631.8029.491. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER816243240SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 336.0835.6226.9522.2620.4818.951. (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 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER48121620SE +/- 0.00581, N = 3SE +/- 0.00227, N = 3SE +/- 0.00003, N = 3SE +/- 0.02386, N = 3SE +/- 0.00160, N = 3SE +/- 0.00026, N = 317.3073017.1359012.8719010.637109.760388.996331. (CXX) g++ options: -O3 -lbacktrace -lstdc++fs -lm -ldl -lpthread

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER20406080100SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 378.2174.5054.3244.8844.6438.15

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER2K4K6K8K10KSE +/- 20.20, N = 3SE +/- 17.40, N = 3SE +/- 16.45, N = 3SE +/- 10.38, N = 3SE +/- 3.55, N = 3SE +/- 9.03, N = 37841.307469.295446.214499.134475.503824.56

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER20406080100SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 376.6172.7853.1044.4043.9637.39

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER16003200480064008000SE +/- 11.77, N = 3SE +/- 7.19, N = 3SE +/- 1.58, N = 3SE +/- 5.00, N = 3SE +/- 1.45, N = 3SE +/- 2.20, N = 37680.547296.595323.274451.594407.233748.65

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER140280420560700SE +/- 2.15, N = 3SE +/- 4.49, N = 3SE +/- 0.91, N = 3SE +/- 1.38, N = 3SE +/- 5.06, N = 5SE +/- 1.68, N = 3662.92600.41534.48482.20473.63426.74

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER2K4K6K8K10KSE +/- 34.46, N = 3SE +/- 71.88, N = 3SE +/- 14.53, N = 3SE +/- 22.07, N = 3SE +/- 81.03, N = 5SE +/- 26.87, N = 310606.709606.538551.757715.267578.146827.82

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER70140210280350SE +/- 1.36, N = 3SE +/- 1.70, N = 3SE +/- 0.89, N = 3SE +/- 1.26, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3339.42308.48240.83208.93205.52177.97

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER12002400360048006000SE +/- 21.74, N = 3SE +/- 27.20, N = 3SE +/- 14.19, N = 3SE +/- 20.25, N = 3SE +/- 7.19, N = 3SE +/- 3.77, N = 35430.654935.743853.393342.873288.292847.50

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER110220330440550SE +/- 3.61, N = 3SE +/- 0.71, N = 3SE +/- 3.49, N = 3SE +/- 0.98, N = 3SE +/- 1.55, N = 3SE +/- 1.38, N = 3515.65450.11405.49354.21304.13274.70

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER12002400360048006000SE +/- 37.60, N = 3SE +/- 7.41, N = 3SE +/- 36.34, N = 3SE +/- 10.22, N = 3SE +/- 16.12, N = 3SE +/- 14.35, N = 35373.704690.754225.683691.353169.402862.74

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER70140210280350SE +/- 2.78, N = 15SE +/- 1.21, N = 3SE +/- 1.93, N = 10SE +/- 1.12, N = 3SE +/- 2.47, N = 3SE +/- 1.22, N = 3333.82293.63251.05220.65216.01178.45

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Wavelet Contour - Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER7001400210028003500SE +/- 28.95, N = 15SE +/- 12.62, N = 3SE +/- 20.11, N = 10SE +/- 11.62, N = 3SE +/- 25.69, N = 3SE +/- 12.72, N = 33478.843059.952616.202299.462251.061859.64

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2060 SUPER70140210280350SE +/- 0.54, N = 3SE +/- 0.96, N = 3SE +/- 0.56, N = 3SE +/- 0.24, N = 3SE +/- 0.78, N = 3SE +/- 0.46, N = 3322.00307.20257.99237.06232.78208.71

LeelaChessZero

Backend: OpenCL

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

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLRTX 3080RTX 3060 TiRTX 2080 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPER2004006008001000SE +/- 1.21, N = 3SE +/- 1.66, N = 3SE +/- 0.61, N = 3SE +/- 0.57, N = 3SE +/- 0.43, N = 3SE +/- 0.99, N = 3386.05461.68649.82752.41816.01843.451. (CXX) g++ options: -O3 -march=native -fopenmp

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER48121620SE +/- 0.014468, N = 3SE +/- 0.016231, N = 3SE +/- 0.084311, N = 9SE +/- 0.083319, N = 3SE +/- 0.179234, N = 3SE +/- 0.196835, N = 37.3070009.22600010.61000012.80400013.13800016.4863331. (CXX) g++ options: -O3 -march=native -fopenmp

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: OpenCLRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPER0.38610.77221.15831.54441.9305SE +/- 0.006, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 31.2821.4851.5911.7091.7131.716

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: OpenCLRTX 2080 TiRTX 3080RTX 2060 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2080 SUPER0.4880.9761.4641.9522.44SE +/- 0.006, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 32.0842.0902.1182.1212.1562.169

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: OpenCLRTX 3080RTX 2080 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPERRTX 3060 Ti0.02270.04540.06810.09080.1135SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.0950.0960.0970.0970.0970.101

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: OpenCLRTX 3080RTX 2080 TiRTX 2060 SUPERRTX 2080 SUPERRTX 2070 SUPERRTX 3060 Ti0.17480.34960.52440.69920.874SE +/- 0.001, N = 3SE +/- 0.007, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 30.7060.7100.7230.7560.7760.777

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3060 TiRTX 2080 SUPER3691215SE +/- 0.09, N = 15SE +/- 0.10, N = 15SE +/- 0.14, N = 3SE +/- 0.09, N = 13SE +/- 0.19, N = 3SE +/- 0.09, N = 312.2012.5312.8712.9713.2713.31MIN: 11.81 / MAX: 13.49MIN: 11.86 / MAX: 26MIN: 12.38 / MAX: 13.65MIN: 12.36 / MAX: 22.3MIN: 12.64 / MAX: 14.87MIN: 12.41 / MAX: 30.91. (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 3080RTX 3060 TiRTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPER1.03732.07463.11194.14925.1865SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 13SE +/- 0.07, N = 3SE +/- 0.01, N = 34.484.504.504.504.584.61MIN: 4.3 / MAX: 5.1MIN: 4.28 / MAX: 5.73MIN: 4.3 / MAX: 5.72MIN: 4.29 / MAX: 6.08MIN: 4.3 / MAX: 28.29MIN: 4.31 / MAX: 6.21. (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 3060 TiRTX 2080 TiRTX 3080RTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPER0.95631.91262.86893.82524.7815SE +/- 0.01, N = 3SE +/- 0.01, N = 13SE +/- 0.02, N = 15SE +/- 0.04, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 34.144.194.214.214.214.25MIN: 4.06 / MAX: 5.35MIN: 4.08 / MAX: 5.41MIN: 4.1 / MAX: 6.19MIN: 4.12 / MAX: 5.49MIN: 4.09 / MAX: 5.44MIN: 4.1 / MAX: 8.021. (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 3080RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2080 TiRTX 2080 SUPER1.02832.05663.08494.11325.1415SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.02, N = 12SE +/- 0.00, N = 34.444.444.464.464.474.57MIN: 4.35 / MAX: 6.25MIN: 4.34 / MAX: 5.43MIN: 4.36 / MAX: 6.1MIN: 4.36 / MAX: 19.04MIN: 4.32 / MAX: 5.58MIN: 4.41 / MAX: 61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 3060 TiRTX 3080RTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPER0.92031.84062.76093.68124.6015SE +/- 0.01, N = 3SE +/- 0.00, N = 15SE +/- 0.01, N = 15SE +/- 0.04, N = 13SE +/- 0.08, N = 3SE +/- 0.01, N = 33.983.994.014.034.074.09MIN: 3.84 / MAX: 5.19MIN: 3.85 / MAX: 4.5MIN: 3.85 / MAX: 6.06MIN: 3.82 / MAX: 5.26MIN: 3.84 / MAX: 5.04MIN: 3.88 / MAX: 5.641. (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 3080RTX 3060 TiRTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPER1.25332.50663.75995.01326.2665SE +/- 0.01, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 13SE +/- 0.08, N = 3SE +/- 0.01, N = 35.415.425.455.455.505.57MIN: 5.3 / MAX: 14.74MIN: 5.3 / MAX: 9.74MIN: 5.31 / MAX: 14.05MIN: 5.28 / MAX: 6.74MIN: 5.31 / MAX: 9.38MIN: 5.34 / MAX: 7.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 2080 TiRTX 3080RTX 2070 SUPERRTX 2060 SUPERRTX 2080 SUPERRTX 3060 Ti0.4230.8461.2691.6922.115SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.03, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 31.841.851.861.871.871.88MIN: 1.8 / MAX: 2.4MIN: 1.8 / MAX: 2.32MIN: 1.8 / MAX: 2.1MIN: 1.79 / MAX: 2.29MIN: 1.8 / MAX: 2.36MIN: 1.8 / MAX: 7.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 3080RTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 3060 Ti3691215SE +/- 0.02, N = 15SE +/- 0.04, N = 15SE +/- 0.25, N = 13SE +/- 0.68, N = 3SE +/- 0.21, N = 3SE +/- 0.77, N = 312.8212.8513.2913.4413.5713.59MIN: 12.43 / MAX: 22.33MIN: 12.46 / MAX: 21.99MIN: 12.5 / MAX: 27.44MIN: 12.44 / MAX: 24.56MIN: 12.61 / MAX: 15.4MIN: 12.49 / MAX: 16.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2070 SUPERRTX 3080RTX 3060 TiRTX 2060 SUPERRTX 2080 TiRTX 2080 SUPER1428425670SE +/- 0.40, N = 3SE +/- 0.06, N = 15SE +/- 0.18, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 13SE +/- 0.50, N = 358.4958.8358.9058.9959.0261.11MIN: 56.35 / MAX: 60.41MIN: 57.03 / MAX: 117.59MIN: 57.26 / MAX: 90.67MIN: 57.66 / MAX: 83.72MIN: 57.58 / MAX: 72.34MIN: 57.69 / MAX: 129.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 3080RTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 3060 TiRTX 2080 SUPER48121620SE +/- 0.02, N = 15SE +/- 0.06, N = 15SE +/- 0.15, N = 13SE +/- 0.36, N = 3SE +/- 0.45, N = 3SE +/- 0.15, N = 314.4314.4414.5114.7014.7815.15MIN: 14.25 / MAX: 27.77MIN: 14.17 / MAX: 32.3MIN: 14.09 / MAX: 16.91MIN: 14.18 / MAX: 23.66MIN: 14.12 / MAX: 17.41MIN: 14.24 / MAX: 28.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 3080RTX 2060 SUPERRTX 2080 TiRTX 3060 TiRTX 2070 SUPERRTX 2080 SUPER3691215SE +/- 0.10, N = 15SE +/- 0.14, N = 15SE +/- 0.19, N = 13SE +/- 0.57, N = 3SE +/- 0.61, N = 3SE +/- 0.55, N = 311.1211.1511.2011.7212.0912.26MIN: 10.81 / MAX: 24.77MIN: 10.78 / MAX: 13.1MIN: 10.71 / MAX: 13.13MIN: 10.8 / MAX: 44.26MIN: 10.8 / MAX: 13.2MIN: 10.76 / MAX: 16.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 3080RTX 2080 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3060 Ti612182430SE +/- 0.22, N = 15SE +/- 0.25, N = 13SE +/- 0.27, N = 15SE +/- 0.36, N = 3SE +/- 0.60, N = 3SE +/- 0.14, N = 324.9724.9825.3925.6326.6326.98MIN: 24.2 / MAX: 30.79MIN: 23.79 / MAX: 34.58MIN: 24.28 / MAX: 43.07MIN: 24.31 / MAX: 35.26MIN: 24.4 / MAX: 46.26MIN: 24.63 / MAX: 46.481. (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 3080RTX 2060 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 3060 Ti612182430SE +/- 0.22, N = 15SE +/- 0.27, N = 15SE +/- 0.31, N = 13SE +/- 0.59, N = 3SE +/- 0.78, N = 3SE +/- 0.09, N = 321.3821.9422.0822.3923.0723.38MIN: 20.7 / MAX: 38.06MIN: 20.72 / MAX: 25.98MIN: 20.68 / MAX: 34.43MIN: 20.98 / MAX: 23.83MIN: 20.78 / MAX: 30.08MIN: 22.85 / MAX: 25.031. (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 2070 SUPERRTX 2080 TiRTX 2060 SUPERRTX 3080RTX 2080 SUPERRTX 3060 Ti48121620SE +/- 0.08, N = 3SE +/- 0.05, N = 13SE +/- 0.05, N = 15SE +/- 0.07, N = 14SE +/- 0.04, N = 3SE +/- 0.21, N = 314.2714.4114.4714.4814.6714.74MIN: 13.95 / MAX: 14.61MIN: 13.6 / MAX: 27.43MIN: 13.92 / MAX: 16.43MIN: 13.79 / MAX: 24.15MIN: 14.1 / MAX: 19.06MIN: 14.07 / MAX: 16.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 3080RTX 2070 SUPERRTX 2060 SUPERRTX 3060 TiRTX 2080 TiRTX 2080 SUPER510152025SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 15SE +/- 0.07, N = 3SE +/- 0.07, N = 13SE +/- 0.15, N = 317.8517.9617.9818.0018.0018.65MIN: 17.56 / MAX: 27.39MIN: 17.61 / MAX: 19.15MIN: 17.54 / MAX: 27.13MIN: 17.41 / MAX: 27.83MIN: 17.4 / MAX: 35.68MIN: 17.68 / MAX: 41.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080NVIDIA GeForce RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER48121620SE +/- 0.045, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 317.65011.45211.0127.8457.7767.392

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3080NVIDIA GeForce RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2060 SUPER1122334455SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 346.4133.9933.2425.3324.7123.31

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3080NVIDIA GeForce RTX 3060 TiRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2060 SUPER5001000150020002500SE +/- 5.69, N = 3SE +/- 1.45, N = 3SE +/- 1.00, N = 3218315501246977905733

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3080NVIDIA GeForce RTX 3060 TiRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2060 SUPER400800120016002000SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 316661185926785742492


Phoronix Test Suite v10.8.5