nvidia linux

AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3801 BIOS) and NVIDIA GeForce RTX 3080 10GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110102-TJ-NVIDIALIN77&grr&sor.

nvidia linuxProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1660TiGTX 1060GTX 1660 SUPERRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3801 BIOS)AMD Starship/Matisse16GB1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GBeVGA NVIDIA GeForce GTX 1660 Ti 6GBNVIDIA TU116 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 20.045.11.0-37-generic (x86_64)GNOME Shell 3.36.9X Server 1.20.11NVIDIA 470.744.6.0OpenCL 3.0 CUDA 11.4.1361.2.175GCC 9.3.0ext43840x2160NVIDIA GeForce GTX 1060 6GBNVIDIA GP106 HD AudioeVGA NVIDIA GeForce GTX 1660 SUPER 6GBNVIDIA TU116 HD AudioeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA Device 228eNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA TU104 HD AudioASUS NVIDIA GeForce RTX 2070 8GBNVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA GeForce RTX 2060 6GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA Device 228bNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA Device 1aefNVIDIA GeForce RTX 3070 8GBNVIDIA Device 228bNVIDIA GeForce RTX 3090 24GBNVIDIA Device 1aefNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA Device 228bNVIDIA GeForce RTX 3080 10GBNVIDIA Device 1aefOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201016Graphics Details- GTX 1660Ti: BAR1 / Visible vRAM Size: 256 MiB- GTX 1060: BAR1 / Visible vRAM Size: 256 MiB- GTX 1660 SUPER: BAR1 / Visible vRAM Size: 256 MiB- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB- NVIDIA RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB- RTX 2070 SUPER: BAR1 / Visible vRAM Size: 256 MiB- RTX 2070: BAR1 / Visible vRAM Size: 256 MiB- RTX 2060 SUPER: BAR1 / Visible vRAM Size: 256 MiB- RTX 2060: BAR1 / Visible vRAM Size: 256 MiB- RTX 3060Ti: BAR1 / Visible vRAM Size: 8192 MiB- RTX 3080Ti: BAR1 / Visible vRAM Size: 16384 MiB- RTX 3070: BAR1 / Visible vRAM Size: 8192 MiB- RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB- NVIDIA RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB- 3090: BAR1 / Visible vRAM Size: 32768 MiB- RTX 3070 Ti: BAR1 / Visible vRAM Size: 8192 MiB- RTX 3080: BAR1 / Visible vRAM Size: 256 MiBOpenCL Details- GTX 1660Ti: GPU Compute Cores: 1536- GTX 1060: GPU Compute Cores: 1280- GTX 1660 SUPER: GPU Compute Cores: 1408- RTX 3060: GPU Compute Cores: 3584- NVIDIA RTX 3060: GPU Compute Cores: 3584- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2070: GPU Compute Cores: 2304- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2060: GPU Compute Cores: 1920- RTX 3060Ti: GPU Compute Cores: 4864- RTX 3080Ti: GPU Compute Cores: 10240- RTX 3070: GPU Compute Cores: 5888- RTX 3090: GPU Compute Cores: 10496- NVIDIA RTX 3090: GPU Compute Cores: 10496- 3090: GPU Compute Cores: 10496- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704Security 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 affectedCompiler Details- RTX 3060, NVIDIA RTX 3060, RTX 2070 SUPER, RTX 2070, RTX 2060 SUPER, RTX 2060, RTX 3060Ti, RTX 3080Ti, RTX 3070, RTX 3090, NVIDIA RTX 3090, 3090, RTX 3070 Ti, RTX 3080: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v

nvidia linuxvkfft: lczero: OpenCLgravitymark: 1920 x 1080 - Vulkangravitymark: 2560 x 1440 - Vulkangravitymark: 3840 x 2160 - Vulkangravitymark: 1920 x 1080 - OpenGLgravitymark: 2560 x 1440 - OpenGLgravitymark: 3840 x 2160 - OpenGLoctanebench: Total Scorev-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUblender: Fishy Cat - NVIDIA OptiXblender: Classroom - NVIDIA OptiXetlegacy: 3840 x 2160realsr-ncnn: 4x - Yesncnn: 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 - mobilenetblender: BMW27 - NVIDIA OptiXnamd-cuda: ATPase Simulation - 327,506 Atomsrealsr-ncnn: 4x - Nohashcat: SHA-512hashcat: SHA1hashcat: MD5hashcat: TrueCrypt RIPEMD160 + XTSwaifu2x-ncnn: 2x - 3 - Yeshashcat: 7-Zipwaifu2x-ncnn: 2x - 3 - NoGTX 1660TiGTX 1060GTX 1660 SUPERRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080133.125997442495.285460000067020333331962076666725376735513381.44449249445.2483533333445596666713119800000137633189133133.086823456482.979233333362353666671835596666723513333083322236120756.4573.1068.1562.424.776.714.172.071.907.244.300.953.212.021.702.141.924.3826.100.1523710.4564.97827278149.3120.084.0110.493.372.8294.020104851590.62.414.836.734.182.071.937.254.280.953.242.011.712.151.914.399928333337790600000248252666672913334102672933521079149.6121.483.6114.496.774.6261.828555834105552.8589.01630.763.8812.174.746.853.942.311.907.903.860.912.921.781.591.941.724.1328.100.1402010.093143890000011276666667359286333334169004.8485802333002817674139.1112.578.4101.586.466.5244.19052451379859.97146.40591.675.6922.244.907.014.192.4528.784.130.933.051.851.642.021.794.3030.100.1528711.52412243000009694933333306418000003539675.3534915002997017484138.8112.077.8103.987.867.5243.81253452882660.30142.69559.776.6812.194.907.014.162.421.998.874.190.912.961.811.61.971.764.2629.890.1547611.67111987000009468200000299079333333480335.3174829332274614473116.493.064.394.979.559.5195.63996250573369.56146.87557.686.3592.255.167.254.492.632.199.964.210.933.021.861.632.001.804.4036.030.1685612.90110629333338390766667265934333333058335.8444357003374630371188.0153.3108.5132.1113.589.8384.1190861260171639.0052.05645.351.2972.374.276.303.801.901.705.764.140.933.131.981.672.111.884.1717.420.128308.384141296666711069666667354143000004174674.2875693334326338444262.5226.1173.5164.7147.6125.8668.0168182052285019.8029.61646.529.8142.394.155.853.471.761.534.134.110.883.121.941.672.091.834.019.700.119585.729276260000021732166667684664666678051333.35510667673144632980201.3164.0116.1134.9117.393.6414.2319091418188033.3045.71645.547.0472.394.326.153.731.871.645.434.240.933.131.971.672.111.874.1015.690.127267.898168273333313140600000419004333334884674.1236634334448639001269.2232.7178.6169.7153.3130.3684.7787982111292818.9928.61654.528.7442.373.925.823.411.741.524.014.020.883.081.931.652.061.814.009.420.120015.614289093333322954666667725208666678327673.314111303343830269.3170.1680.453461211219.0028.51581.52.364.105.853.411.741.514.034.080.873.081.921.662.061.8249.442857066667225709333337087330000081826711043004384938687269.9233.4178.5169.4153.3130.7680.6264272111291719.0128.56667.228.7292.374.135.883.421.741.514.043.920.883.091.921.662.071.8249.440.119515.606286110000022452233333702534000008221673.31011019673797035401212.2176.5128.9136.4118.796.2454.7521211501203431.4442.76648.341.3022.344.346.123.591.791.625.073.930.933.091.921.652.061.814.0214.380.124157.155171753333313536633333429015666675057333.8207099674085238103248.2210.4158.1160.6143.1120.2570.4144631774244622.6733.85639.332.8452.324.105.863.401.751.524.363.900.883.051.901.642.041.793.9611.240.122506.113246603333319440866667615862333337247003.444972500OpenBenchmarking.org

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 30903090NVIDIA RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3060TiRTX 3070RTX 2070RTX 2060 SUPERRTX 2070 SUPERNVIDIA RTX 3060RTX 206010K20K30K40K50KSE +/- 315.62, N = 3SE +/- 524.00, N = 3SE +/- 516.79, N = 4SE +/- 392.62, N = 9SE +/- 495.84, N = 3SE +/- 436.94, N = 4SE +/- 189.63, N = 3SE +/- 83.35, N = 3SE +/- 85.43, N = 3SE +/- 231.75, N = 3SE +/- 219.94, N = 3SE +/- 187.36, N = 3SE +/- 157.50, N = 3444864384943830432634085237970337463144630028299702933527278227461. (CXX) g++ options: -O3 -pthread

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20608K16K24K32K40KSE +/- 412.81, N = 3SE +/- 278.45, N = 3SE +/- 111.06, N = 3SE +/- 230.16, N = 3SE +/- 231.99, N = 3SE +/- 232.47, N = 3SE +/- 168.30, N = 3SE +/- 125.30, N = 3SE +/- 129.25, N = 3SE +/- 144.05, N = 3SE +/- 87.16, N = 3SE +/- 59.29, N = 33900138687384443810335401329803037122236210791767417484144731. (CXX) g++ options: -flto -pthread

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: Vulkan3090NVIDIA RTX 3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERNVIDIA RTX 3060RTX 2070RTX 2060 SUPERRTX 206060120180240300SE +/- 0.58, N = 3SE +/- 0.03, N = 3SE +/- 0.50, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.29, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3269.9269.3269.2262.5248.2212.2201.3188.0149.6149.3139.1138.8116.4

GravityMark

Resolution: 2560 x 1440 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: Vulkan3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERNVIDIA RTX 3060RTX 2070RTX 2060 SUPERRTX 206050100150200250SE +/- 0.21, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 3SE +/- 0.34, N = 3SE +/- 0.32, N = 3SE +/- 0.28, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3233.4232.7226.1210.4176.5164.0153.3121.4120.0112.5112.093.0

GravityMark

Resolution: 3840 x 2160 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanRTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20604080120160200SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3178.6178.5173.5158.1128.9116.1108.584.083.678.477.864.3

GravityMark

Resolution: 1920 x 1080 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGLNVIDIA RTX 3090RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERNVIDIA RTX 3060RTX 2060 SUPERRTX 2070RTX 20604080120160200SE +/- 0.44, N = 3SE +/- 0.22, N = 3SE +/- 0.72, N = 3SE +/- 0.12, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.43, N = 3170.1169.7169.4164.7160.6136.4134.9132.1114.4110.4103.9101.594.9

GravityMark

Resolution: 2560 x 1440 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: OpenGL3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERNVIDIA RTX 3060RTX 2060 SUPERRTX 2070RTX 2060306090120150SE +/- 0.69, N = 3SE +/- 0.35, N = 3SE +/- 0.64, N = 3SE +/- 0.42, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.40, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3153.3153.3147.6143.1118.7117.3113.596.793.387.886.479.5

GravityMark

Resolution: 3840 x 2160 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGL3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERNVIDIA RTX 3060RTX 2060 SUPERRTX 2070RTX 2060306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3130.7130.3125.8120.296.293.689.874.672.867.566.559.5

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 30903090NVIDIA RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660TiGTX 1660 SUPERGTX 1060150300450600750684.78680.63680.45668.02570.41454.75414.23384.12294.02261.83244.19243.81195.64133.13133.0981.44

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUNVIDIA RTX 30903090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiNVIDIA RTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1660TiGTX 10605001000150020002500SE +/- 2.33, N = 3SE +/- 2.19, N = 3SE +/- 2.60, N = 3SE +/- 1.86, N = 3SE +/- 1.86, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 321122111211120521774150114181260851834528513505456442249

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 20606001200180024003000SE +/- 3.00, N = 3SE +/- 8.88, N = 3SE +/- 6.06, N = 3SE +/- 4.73, N = 3SE +/- 1.76, N = 3SE +/- 1.00, N = 3SE +/- 2.40, N = 3SE +/- 1.45, N = 3SE +/- 1.67, N = 3SE +/- 0.88, N = 3292829172850244620341880171612071055826798733

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPERRTX 20601530456075SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 2.69, N = 15SE +/- 2.71, N = 15SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 318.9919.0019.0119.8022.6731.4433.3039.0052.8556.4559.9760.3069.56

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXNVIDIA RTX 30903090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060306090120150SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 1.28, N = 3SE +/- 1.24, N = 3SE +/- 1.05, N = 328.5128.5628.6129.6133.8542.7645.7152.0573.1089.01142.69146.40146.87

ET: Legacy

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 3840 x 21603090RTX 3090RTX 3070 TiRTX 3080TiRTX 3070RTX 3060TiRTX 3080RTX 2070 SUPERRTX 2070NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060 SUPERRTX 2060GTX 1660TiGTX 1660 SUPERGTX 1060140280420560700SE +/- 1.66, N = 3SE +/- 6.42, N = 5SE +/- 4.84, N = 3SE +/- 1.67, N = 3SE +/- 6.77, N = 3SE +/- 3.68, N = 3SE +/- 1.47, N = 3SE +/- 1.83, N = 3SE +/- 2.35, N = 3SE +/- 2.08, N = 3SE +/- 72.37, N = 9SE +/- 26.17, N = 12SE +/- 0.44, N = 3SE +/- 4.09, N = 3SE +/- 3.91, N = 3SE +/- 1.20, N = 3667.2654.5648.3646.5645.5645.3639.3630.7591.6590.6581.5559.7557.6495.2482.9445.2

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPERRTX 206020406080100SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 328.7328.7429.8132.8541.3047.0551.3063.8868.1675.6976.6886.36

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060RTX 3080RTX 3070 TiNVIDIA RTX 3090RTX 3060TiRTX 30903090RTX 3080TiRTX 3070NVIDIA RTX 3060RTX 30600.54451.0891.63352.1782.7225SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.172.192.242.252.322.342.362.372.372.372.392.392.412.42MIN: 2.15 / MAX: 2.49MIN: 2.17 / MAX: 2.95MIN: 2.23 / MAX: 2.46MIN: 2.2 / MAX: 2.77MIN: 2.3 / MAX: 3.35MIN: 2.31 / MAX: 3.52MIN: 2.35 / MAX: 2.94MIN: 2.35 / MAX: 2.95MIN: 2.35 / MAX: 2.86MIN: 2.35 / MAX: 3.22MIN: 2.36 / MAX: 2.88MIN: 2.36 / MAX: 2.74MIN: 2.39 / MAX: 3.22MIN: 2.37 / MAX: 10.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRTX 3090NVIDIA RTX 3090RTX 30803090RTX 3080TiRTX 3060TiRTX 3070RTX 3070 TiRTX 2070 SUPERRTX 3060NVIDIA RTX 3060RTX 2070RTX 2060 SUPERRTX 20601.1612.3223.4834.6445.805SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 2SE +/- 0.17, N = 2SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 33.924.104.104.134.154.274.324.344.744.774.834.904.905.16MIN: 3.85 / MAX: 4.41MIN: 3.84 / MAX: 8.44MIN: 3.89 / MAX: 8.62MIN: 3.89 / MAX: 6.1MIN: 3.9 / MAX: 7.31MIN: 4.16 / MAX: 4.55MIN: 4.04 / MAX: 9.9MIN: 4.04 / MAX: 7.74MIN: 4.52 / MAX: 9.57MIN: 4.67 / MAX: 5.06MIN: 4.63 / MAX: 14.6MIN: 4.65 / MAX: 7.98MIN: 4.66 / MAX: 8.68MIN: 4.86 / MAX: 21.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRTX 3090RTX 3080TiNVIDIA RTX 3090RTX 30803090RTX 3070 TiRTX 3070RTX 3060TiRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.825.855.855.865.886.126.156.306.716.736.857.017.017.25MIN: 5.57 / MAX: 6.24MIN: 5.59 / MAX: 10.87MIN: 5.6 / MAX: 6.5MIN: 5.61 / MAX: 6.37MIN: 5.58 / MAX: 12.45MIN: 5.9 / MAX: 6.51MIN: 5.94 / MAX: 6.41MIN: 6.11 / MAX: 6.59MIN: 6.58 / MAX: 7.1MIN: 6.6 / MAX: 6.89MIN: 6.66 / MAX: 7.27MIN: 6.91 / MAX: 10.62MIN: 6.92 / MAX: 16.05MIN: 7.17 / MAX: 7.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50RTX 3080RTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 2060 SUPERRTX 3060NVIDIA RTX 3060RTX 2070RTX 20601.01032.02063.03094.04125.0515SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 2SE +/- 0.00, N = 33.403.413.413.423.473.593.733.803.944.164.174.184.194.49MIN: 3.37 / MAX: 3.58MIN: 3.39 / MAX: 3.54MIN: 3.39 / MAX: 4.83MIN: 3.4 / MAX: 8.52MIN: 3.45 / MAX: 4.72MIN: 3.56 / MAX: 4.82MIN: 3.67 / MAX: 4.82MIN: 3.76 / MAX: 13.08MIN: 3.91 / MAX: 4.89MIN: 4.14 / MAX: 4.83MIN: 4.15 / MAX: 4.26MIN: 4.15 / MAX: 4.48MIN: 4.16 / MAX: 4.31MIN: 4.47 / MAX: 4.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRTX 3090NVIDIA RTX 30903090RTX 3080RTX 3080TiRTX 3070 TiRTX 3070RTX 3060TiRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 20600.59181.18361.77542.36722.959SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.741.741.741.751.761.791.871.902.072.072.312.422.452.63MIN: 1.72 / MAX: 1.89MIN: 1.72 / MAX: 1.94MIN: 1.72 / MAX: 1.92MIN: 1.72 / MAX: 4.78MIN: 1.74 / MAX: 1.92MIN: 1.78 / MAX: 1.94MIN: 1.83 / MAX: 4.81MIN: 1.85 / MAX: 8.61MIN: 2.03 / MAX: 5.86MIN: 2.05 / MAX: 2.22MIN: 2.06 / MAX: 3.47MIN: 2.34 / MAX: 2.93MIN: 2.39 / MAX: 4.82MIN: 2.51 / MAX: 4.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18NVIDIA RTX 30903090RTX 3090RTX 3080RTX 3080TiRTX 3070 TiRTX 3070RTX 3060TiRTX 3060RTX 2070 SUPERNVIDIA RTX 3060RTX 2060 SUPERRTX 2070RTX 20600.49280.98561.47841.97122.464SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 2SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.511.511.521.521.531.621.641.701.901.901.931.992.002.19MIN: 1.49 / MAX: 1.76MIN: 1.49 / MAX: 1.7MIN: 1.49 / MAX: 4.09MIN: 1.49 / MAX: 2.49MIN: 1.51 / MAX: 1.76MIN: 1.61 / MAX: 3.82MIN: 1.62 / MAX: 1.88MIN: 1.68 / MAX: 4.79MIN: 1.88 / MAX: 2.08MIN: 1.88 / MAX: 2.05MIN: 1.88 / MAX: 12.22MIN: 1.97 / MAX: 2.15MIN: 1.98 / MAX: 2.13MIN: 2.17 / MAX: 2.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16RTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 34.014.034.044.134.365.075.435.767.247.257.908.788.879.96MIN: 3.97 / MAX: 6.67MIN: 3.98 / MAX: 10.03MIN: 3.98 / MAX: 13.19MIN: 4.1 / MAX: 7.68MIN: 4.31 / MAX: 6.26MIN: 5.02 / MAX: 9.32MIN: 5.33 / MAX: 19.97MIN: 5.68 / MAX: 13.67MIN: 7.11 / MAX: 16.52MIN: 7.15 / MAX: 16.65MIN: 7.39 / MAX: 17.42MIN: 8.15 / MAX: 25.5MIN: 8.62 / MAX: 23.64MIN: 9.52 / MAX: 24.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRTX 2070 SUPERRTX 30803090RTX 3070 TiRTX 3090NVIDIA RTX 3090RTX 3080TiRTX 2070RTX 3060TiRTX 2060 SUPERRTX 2060RTX 3070NVIDIA RTX 3060RTX 30600.96751.9352.90253.874.8375SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 2SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 2SE +/- 0.00, N = 2SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 33.863.903.923.934.024.084.114.134.144.194.214.244.284.30MIN: 3.44 / MAX: 11.03MIN: 3.51 / MAX: 17.33MIN: 3.57 / MAX: 18.33MIN: 3.59 / MAX: 13.6MIN: 3.57 / MAX: 16.52MIN: 3.57 / MAX: 15.4MIN: 3.62 / MAX: 17.74MIN: 3.63 / MAX: 11.49MIN: 3.75 / MAX: 13.91MIN: 3.57 / MAX: 12.23MIN: 3.71 / MAX: 19.56MIN: 3.72 / MAX: 13.94MIN: 3.91 / MAX: 22.46MIN: 3.91 / MAX: 151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceNVIDIA RTX 3090RTX 3080TiRTX 30903090RTX 3080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060RTX 3060TiRTX 3070RTX 3070 TiRTX 3060NVIDIA RTX 30600.21380.42760.64140.85521.069SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.870.880.880.880.880.910.910.930.930.930.930.930.950.95MIN: 0.85 / MAX: 1.89MIN: 0.86 / MAX: 1.84MIN: 0.85 / MAX: 1.76MIN: 0.85 / MAX: 1.71MIN: 0.86 / MAX: 1.91MIN: 0.88 / MAX: 1.8MIN: 0.89 / MAX: 1.94MIN: 0.9 / MAX: 2.01MIN: 0.91 / MAX: 2MIN: 0.91 / MAX: 1.68MIN: 0.91 / MAX: 1.8MIN: 0.91 / MAX: 1.99MIN: 0.93 / MAX: 1.89MIN: 0.93 / MAX: 1.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0RTX 2070 SUPERRTX 2060 SUPERRTX 2060RTX 2070RTX 3080RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080TiRTX 3060TiRTX 3070RTX 3060NVIDIA RTX 30600.7291.4582.1872.9163.645SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.922.963.023.053.053.083.083.093.093.123.133.133.213.24MIN: 2.88 / MAX: 5.47MIN: 2.92 / MAX: 9.52MIN: 2.99 / MAX: 5.02MIN: 3.02 / MAX: 4.81MIN: 3.02 / MAX: 3.36MIN: 3.06 / MAX: 4.67MIN: 3.04 / MAX: 4.85MIN: 3.06 / MAX: 6.04MIN: 3.05 / MAX: 4.84MIN: 3.09 / MAX: 4.84MIN: 3.1 / MAX: 4.87MIN: 3.1 / MAX: 4.82MIN: 3.18 / MAX: 4.81MIN: 3.19 / MAX: 4.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060RTX 3080NVIDIA RTX 30903090RTX 3070 TiRTX 3090RTX 3080TiRTX 3070RTX 3060TiNVIDIA RTX 3060RTX 30600.45450.9091.36351.8182.2725SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.781.811.851.861.901.921.921.921.931.941.971.982.012.02MIN: 1.76 / MAX: 2.56MIN: 1.8 / MAX: 2.09MIN: 1.83 / MAX: 2.02MIN: 1.83 / MAX: 4.81MIN: 1.87 / MAX: 8.44MIN: 1.9 / MAX: 2.79MIN: 1.89 / MAX: 4.81MIN: 1.89 / MAX: 4.79MIN: 1.91 / MAX: 8.55MIN: 1.92 / MAX: 3.04MIN: 1.94 / MAX: 4.81MIN: 1.95 / MAX: 8.5MIN: 1.98 / MAX: 5.81MIN: 1.97 / MAX: 12.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2RTX 2070 SUPERRTX 2060 SUPERRTX 2060RTX 2070RTX 3080RTX 3090RTX 3070 TiNVIDIA RTX 30903090RTX 3060TiRTX 3080TiRTX 3070RTX 3060NVIDIA RTX 30600.38480.76961.15441.53921.924SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.591.601.631.641.641.651.651.661.661.671.671.671.701.71MIN: 1.57 / MAX: 2.93MIN: 1.59 / MAX: 2.59MIN: 1.61 / MAX: 2.77MIN: 1.62 / MAX: 2.66MIN: 1.61 / MAX: 2.43MIN: 1.64 / MAX: 2.43MIN: 1.62 / MAX: 6.14MIN: 1.63 / MAX: 2.59MIN: 1.63 / MAX: 2.99MIN: 1.64 / MAX: 2.7MIN: 1.65 / MAX: 2.01MIN: 1.64 / MAX: 3.01MIN: 1.68 / MAX: 2.76MIN: 1.69 / MAX: 2.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2070 SUPERRTX 2060 SUPERRTX 2060RTX 2070RTX 3080RTX 3090NVIDIA RTX 3090RTX 3070 Ti3090RTX 3080TiRTX 3060TiRTX 3070RTX 3060NVIDIA RTX 30600.48380.96761.45141.93522.419SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.941.972.002.022.042.062.062.062.072.092.112.112.142.15MIN: 1.92 / MAX: 3MIN: 1.95 / MAX: 3.04MIN: 1.98 / MAX: 2.91MIN: 2 / MAX: 4.82MIN: 2.02 / MAX: 2.27MIN: 2.05 / MAX: 2.49MIN: 2.04 / MAX: 2.62MIN: 2.04 / MAX: 4.66MIN: 2.05 / MAX: 2.62MIN: 2.06 / MAX: 4.83MIN: 2.07 / MAX: 4.83MIN: 2.08 / MAX: 3.71MIN: 2.11 / MAX: 4.76MIN: 2.12 / MAX: 4.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 3080RTX 2060RTX 3090RTX 3070 TiNVIDIA RTX 30903090RTX 3080TiRTX 3070RTX 3060TiNVIDIA RTX 3060RTX 30600.4320.8641.2961.7282.16SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.721.761.791.791.801.811.811.821.821.831.871.881.911.92MIN: 1.7 / MAX: 3.09MIN: 1.73 / MAX: 2.62MIN: 1.76 / MAX: 2.81MIN: 1.77 / MAX: 3.16MIN: 1.78 / MAX: 2.99MIN: 1.79 / MAX: 3.1MIN: 1.79 / MAX: 4.69MIN: 1.79 / MAX: 8.7MIN: 1.79 / MAX: 4.97MIN: 1.81 / MAX: 4.77MIN: 1.84 / MAX: 4.81MIN: 1.84 / MAX: 5.51MIN: 1.89 / MAX: 2.84MIN: 1.88 / MAX: 8.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRTX 3080RTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060TiRTX 2060 SUPERRTX 2070RTX 3060NVIDIA RTX 3060RTX 20600.991.982.973.964.95SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.964.004.004.004.014.024.104.134.174.264.304.384.394.40MIN: 3.89 / MAX: 4.55MIN: 3.92 / MAX: 7.83MIN: 3.94 / MAX: 4.48MIN: 3.95 / MAX: 4.44MIN: 3.96 / MAX: 4.13MIN: 3.97 / MAX: 4.21MIN: 4.05 / MAX: 4.23MIN: 4.09 / MAX: 6.52MIN: 4.12 / MAX: 4.36MIN: 4.2 / MAX: 4.47MIN: 4.21 / MAX: 12.49MIN: 4.31 / MAX: 4.57MIN: 4.33 / MAX: 4.54MIN: 4.35 / MAX: 4.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 2.63, N = 15SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 39.429.449.449.7011.2414.3815.6917.4226.1028.1029.8930.1036.03

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 Atoms3090RTX 3080TiRTX 3090RTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPERRTX 20600.03790.07580.11370.15160.1895SE +/- 0.00003, N = 3SE +/- 0.00009, N = 3SE +/- 0.00103, N = 3SE +/- 0.00140, N = 3SE +/- 0.00009, N = 3SE +/- 0.00094, N = 3SE +/- 0.00006, N = 3SE +/- 0.00012, N = 3SE +/- 0.00015, N = 3SE +/- 0.00047, N = 3SE +/- 0.00063, N = 3SE +/- 0.00014, N = 30.119510.119580.120010.122500.124150.127260.128300.140200.152370.152870.154760.16856

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPERRTX 20603691215SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.028, N = 3SE +/- 0.008, N = 3SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.016, N = 3SE +/- 0.028, N = 3SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 35.6065.6145.7296.1137.1557.8988.38410.09310.45611.52411.67112.901

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 30903090NVIDIA RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060TiRTX 2070RTX 2060 SUPERRTX 2060NVIDIA RTX 3060GTX 1660TiGTX 1660 SUPERGTX 1060600M1200M1800M2400M3000MSE +/- 5366666.67, N = 3SE +/- 1715614.56, N = 3SE +/- 1039764.93, N = 3SE +/- 4194043.40, N = 3SE +/- 4117577.50, N = 3SE +/- 829323.69, N = 3SE +/- 3238483.87, N = 3SE +/- 152752.52, N = 3SE +/- 4611700.10, N = 3SE +/- 568624.07, N = 3SE +/- 1500000.00, N = 3SE +/- 1560270.63, N = 3SE +/- 1083717.88, N = 3SE +/- 115470.05, N = 3SE +/- 864741.45, N = 3SE +/- 66666.67, N = 3289093333328611000002857066667276260000024660333331717533333168273333314389000001412966667122430000011987000001062933333992833333854600000792333333483533333

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060TiRTX 2070RTX 2060 SUPERRTX 2060NVIDIA RTX 3060GTX 1660TiGTX 1660 SUPERGTX 10605000M10000M15000M20000M25000MSE +/- 52625416.34, N = 3SE +/- 40688750.83, N = 3SE +/- 42808501.23, N = 3SE +/- 54926142.33, N = 3SE +/- 36421620.56, N = 3SE +/- 7460414.05, N = 3SE +/- 17350024.02, N = 3SE +/- 14748144.89, N = 3SE +/- 11142461.33, N = 3SE +/- 36354107.21, N = 3SE +/- 5602677.93, N = 3SE +/- 19016338.00, N = 3SE +/- 4454585.65, N = 3SE +/- 16083670.12, N = 3SE +/- 10383694.48, N = 3SE +/- 2008592.65, N = 32295466666722570933333224522333332173216666719440866667135366333331314060000011276666667110696666679694933333946820000083907666677790600000670203333362353666674455966667

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060TiRTX 2070RTX 2060 SUPERRTX 2060NVIDIA RTX 3060GTX 1660TiGTX 1660 SUPERGTX 106016000M32000M48000M64000M80000MSE +/- 151860520.80, N = 3SE +/- 89401584.62, N = 3SE +/- 43362195.52, N = 3SE +/- 278660763.49, N = 3SE +/- 122029850.63, N = 3SE +/- 53053631.15, N = 3SE +/- 52398642.90, N = 3SE +/- 34379515.86, N = 3SE +/- 62466737.82, N = 3SE +/- 11557248.81, N = 3SE +/- 53112532.52, N = 3SE +/- 58270127.66, N = 3SE +/- 12235785.40, N = 3SE +/- 33080726.18, N = 3SE +/- 61580741.94, N = 3SE +/- 4813522.62, N = 372520866667708733000007025340000068466466667615862333334290156666741900433333359286333333541430000030641800000299079333332659343333324825266667196207666671835596666713119800000

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 30903090NVIDIA RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060NVIDIA RTX 3060GTX 1660TiGTX 1660 SUPERGTX 1060200K400K600K800K1000KSE +/- 5546.87, N = 3SE +/- 296.27, N = 3SE +/- 688.80, N = 3SE +/- 7319.46, N = 3SE +/- 2706.17, N = 3SE +/- 2906.51, N = 3SE +/- 4139.78, N = 3SE +/- 3507.29, N = 3SE +/- 2318.05, N = 3SE +/- 2602.78, N = 3SE +/- 317.98, N = 3SE +/- 1975.12, N = 3SE +/- 600.93, N = 3SE +/- 533.33, N = 3SE +/- 554.78, N = 3SE +/- 33.33, N = 3832767822167818267805133724700505733488467417467416900353967348033305833291333253767235133137633

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: Yes3090RTX 3090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 3060TiRTX 2070 SUPERRTX 3060RTX 2060 SUPERRTX 2070RTX 20601.31492.62983.94475.25966.5745SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.016, N = 3SE +/- 0.024, N = 33.3103.3143.3553.4443.8204.1234.2874.8484.9785.3175.3535.844

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 3090NVIDIA RTX 30903090RTX 3080TiRTX 3080RTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060TiRTX 2070RTX 2060 SUPERRTX 2060NVIDIA RTX 3060GTX 1660TiGTX 1660 SUPERGTX 1060200K400K600K800K1000KSE +/- 5304.82, N = 3SE +/- 1587.45, N = 3SE +/- 920.75, N = 3SE +/- 1767.61, N = 3SE +/- 2685.76, N = 3SE +/- 1785.43, N = 3SE +/- 1897.66, N = 3SE +/- 783.87, N = 3SE +/- 696.02, N = 3SE +/- 493.29, N = 3SE +/- 669.16, N = 3SE +/- 680.69, N = 3SE +/- 533.33, N = 3SE +/- 712.59, N = 3SE +/- 504.42, N = 3SE +/- 578.31, N = 31113033110430011019671066767972500709967663433580233569333491500482933435700410267355133330833189133


Phoronix Test Suite v10.8.5