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&sro&grr.

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 1.1.13090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 309010K20K30K40K50KSE +/- 524.00, N = 3SE +/- 187.36, N = 3SE +/- 516.79, N = 4SE +/- 157.50, N = 3SE +/- 231.75, N = 3SE +/- 85.43, N = 3SE +/- 219.94, N = 3SE +/- 189.63, N = 3SE +/- 83.35, N = 3SE +/- 436.94, N = 4SE +/- 495.84, N = 3SE +/- 392.62, N = 9SE +/- 315.62, N = 3438492727843830227462997030028293353374631446379704085243263444861. (CXX) g++ options: -O3 -pthread

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCL3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30908K16K24K32K40KSE +/- 278.45, N = 3SE +/- 59.29, N = 3SE +/- 87.16, N = 3SE +/- 144.05, N = 3SE +/- 129.25, N = 3SE +/- 125.30, N = 3SE +/- 168.30, N = 3SE +/- 232.47, N = 3SE +/- 231.99, N = 3SE +/- 230.16, N = 3SE +/- 111.06, N = 3SE +/- 412.81, N = 33868714473174841767421079222363037132980354013810338444390011. (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 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 309060120180240300SE +/- 0.58, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.29, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.50, N = 3269.9149.3269.3116.4138.8139.1149.6188.0201.3212.2248.2262.5269.2

GravityMark

Resolution: 2560 x 1440 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: Vulkan3090NVIDIA RTX 3060RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 309050100150200250SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3233.4120.093.0112.0112.5121.4153.3164.0176.5210.4226.1232.7

GravityMark

Resolution: 3840 x 2160 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: Vulkan3090NVIDIA RTX 3060RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30904080120160200SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3178.584.064.377.878.483.6108.5116.1128.9158.1173.5178.6

GravityMark

Resolution: 1920 x 1080 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGL3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30904080120160200SE +/- 0.72, N = 3SE +/- 0.03, N = 3SE +/- 0.44, N = 3SE +/- 0.43, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.50, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.50, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3169.4110.4170.194.9103.9101.5114.4132.1134.9136.4160.6164.7169.7

GravityMark

Resolution: 2560 x 1440 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: OpenGL3090NVIDIA RTX 3060RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090306090120150SE +/- 0.69, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.40, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.42, N = 3SE +/- 0.64, N = 3SE +/- 0.35, N = 3153.393.379.587.886.496.7113.5117.3118.7143.1147.6153.3

GravityMark

Resolution: 3840 x 2160 - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGL3090NVIDIA RTX 3060RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090306090120150SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3130.772.859.567.566.574.689.893.696.2120.2125.8130.3

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total Score3090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090150300450600750680.6381.44133.09133.13294.02680.45195.64243.81244.19261.83384.12414.23454.75570.41668.02684.78

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPU3090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30905001000150020002500SE +/- 2.19, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 3SE +/- 2.33, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.86, N = 3SE +/- 2.60, N = 321112494564428512112505528513834126014181501177420522111

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPU3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30906001200180024003000SE +/- 8.88, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 1.67, N = 3SE +/- 2.40, N = 3SE +/- 1.00, N = 3SE +/- 1.76, N = 3SE +/- 4.73, N = 3SE +/- 6.06, N = 3SE +/- 3.00, N = 3291773382679810551207171618802034244628502928

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiX3090NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30901530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 2.69, N = 15SE +/- 2.71, N = 15SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 319.0119.0069.5660.3059.9752.8556.4539.0033.3031.4422.6719.8018.99

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiX3090NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090306090120150SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 1.05, N = 3SE +/- 1.28, N = 3SE +/- 1.24, N = 3SE +/- 0.30, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 328.5628.51146.87142.69146.4089.0173.1052.0545.7142.7633.8529.6128.61

ET: Legacy

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 3840 x 21603090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090140280420560700SE +/- 1.66, N = 3SE +/- 1.20, N = 3SE +/- 3.91, N = 3SE +/- 4.09, N = 3SE +/- 2.08, N = 3SE +/- 72.37, N = 9SE +/- 0.44, N = 3SE +/- 26.17, N = 12SE +/- 2.35, N = 3SE +/- 1.83, N = 3SE +/- 3.68, N = 3SE +/- 6.77, N = 3SE +/- 4.84, N = 3SE +/- 1.47, N = 3SE +/- 1.67, N = 3SE +/- 6.42, N = 5667.2445.2482.9495.2590.6581.5557.6559.7591.6630.7645.3645.5648.3639.3646.5654.5

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 309020406080100SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 328.7386.3676.6875.6963.8868.1651.3047.0541.3032.8529.8128.74

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.54451.0891.63352.1782.7225SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.372.412.362.252.192.242.172.422.372.392.342.322.392.37MIN: 2.35 / MAX: 3.22MIN: 2.39 / MAX: 3.22MIN: 2.35 / MAX: 2.94MIN: 2.2 / MAX: 2.77MIN: 2.17 / MAX: 2.95MIN: 2.23 / MAX: 2.46MIN: 2.15 / MAX: 2.49MIN: 2.37 / MAX: 10.64MIN: 2.35 / MAX: 2.95MIN: 2.36 / MAX: 2.74MIN: 2.31 / MAX: 3.52MIN: 2.3 / MAX: 3.35MIN: 2.36 / MAX: 2.88MIN: 2.35 / MAX: 2.861. (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_ssd3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30901.1612.3223.4834.6445.805SE +/- 0.17, N = 2SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 2SE +/- 0.09, N = 3SE +/- 0.01, N = 34.134.834.105.164.904.904.744.774.274.324.344.104.153.92MIN: 3.89 / MAX: 6.1MIN: 4.63 / MAX: 14.6MIN: 3.84 / MAX: 8.44MIN: 4.86 / MAX: 21.65MIN: 4.66 / MAX: 8.68MIN: 4.65 / MAX: 7.98MIN: 4.52 / MAX: 9.57MIN: 4.67 / MAX: 5.06MIN: 4.16 / MAX: 4.55MIN: 4.04 / MAX: 9.9MIN: 4.04 / MAX: 7.74MIN: 3.89 / MAX: 8.62MIN: 3.9 / MAX: 7.31MIN: 3.85 / MAX: 4.411. (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-tiny3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.886.735.857.257.017.016.856.716.306.156.125.865.855.82MIN: 5.58 / MAX: 12.45MIN: 6.6 / MAX: 6.89MIN: 5.6 / MAX: 6.5MIN: 7.17 / MAX: 7.38MIN: 6.92 / MAX: 16.05MIN: 6.91 / MAX: 10.62MIN: 6.66 / MAX: 7.27MIN: 6.58 / MAX: 7.1MIN: 6.11 / MAX: 6.59MIN: 5.94 / MAX: 6.41MIN: 5.9 / MAX: 6.51MIN: 5.61 / MAX: 6.37MIN: 5.59 / MAX: 10.87MIN: 5.57 / MAX: 6.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet503090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30901.01032.02063.03094.04125.0515SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 2SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.424.183.414.494.164.193.944.173.803.733.593.403.473.41MIN: 3.4 / MAX: 8.52MIN: 4.15 / MAX: 4.48MIN: 3.39 / MAX: 4.83MIN: 4.47 / MAX: 4.83MIN: 4.14 / MAX: 4.83MIN: 4.16 / MAX: 4.31MIN: 3.91 / MAX: 4.89MIN: 4.15 / MAX: 4.26MIN: 3.76 / MAX: 13.08MIN: 3.67 / MAX: 4.82MIN: 3.56 / MAX: 4.82MIN: 3.37 / MAX: 3.58MIN: 3.45 / MAX: 4.72MIN: 3.39 / MAX: 3.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.59181.18361.77542.36722.959SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.742.071.742.632.422.452.312.071.901.871.791.751.761.74MIN: 1.72 / MAX: 1.92MIN: 2.05 / MAX: 2.22MIN: 1.72 / MAX: 1.94MIN: 2.51 / MAX: 4.77MIN: 2.34 / MAX: 2.93MIN: 2.39 / MAX: 4.82MIN: 2.06 / MAX: 3.47MIN: 2.03 / MAX: 5.86MIN: 1.85 / MAX: 8.61MIN: 1.83 / MAX: 4.81MIN: 1.78 / MAX: 1.94MIN: 1.72 / MAX: 4.78MIN: 1.74 / MAX: 1.92MIN: 1.72 / MAX: 1.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet183090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.49280.98561.47841.97122.464SE +/- 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 = 2SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.511.931.512.191.992.001.901.901.701.641.621.521.531.52MIN: 1.49 / MAX: 1.7MIN: 1.88 / MAX: 12.22MIN: 1.49 / MAX: 1.76MIN: 2.17 / MAX: 2.33MIN: 1.97 / MAX: 2.15MIN: 1.98 / MAX: 2.13MIN: 1.88 / MAX: 2.05MIN: 1.88 / MAX: 2.08MIN: 1.68 / MAX: 4.79MIN: 1.62 / MAX: 1.88MIN: 1.61 / MAX: 3.82MIN: 1.49 / MAX: 2.49MIN: 1.51 / MAX: 1.76MIN: 1.49 / MAX: 4.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg163090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30903691215SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.047.254.039.968.878.787.907.245.765.435.074.364.134.01MIN: 3.98 / MAX: 13.19MIN: 7.15 / MAX: 16.65MIN: 3.98 / MAX: 10.03MIN: 9.52 / MAX: 24.93MIN: 8.62 / MAX: 23.64MIN: 8.15 / MAX: 25.5MIN: 7.39 / MAX: 17.42MIN: 7.11 / MAX: 16.52MIN: 5.68 / MAX: 13.67MIN: 5.33 / MAX: 19.97MIN: 5.02 / MAX: 9.32MIN: 4.31 / MAX: 6.26MIN: 4.1 / MAX: 7.68MIN: 3.97 / MAX: 6.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.96751.9352.90253.874.8375SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 2SE +/- 0.04, N = 3SE +/- 0.00, N = 2SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 2SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 33.924.284.084.214.194.133.864.304.144.243.933.904.114.02MIN: 3.57 / MAX: 18.33MIN: 3.91 / MAX: 22.46MIN: 3.57 / MAX: 15.4MIN: 3.71 / MAX: 19.56MIN: 3.57 / MAX: 12.23MIN: 3.63 / MAX: 11.49MIN: 3.44 / MAX: 11.03MIN: 3.91 / MAX: 15MIN: 3.75 / MAX: 13.91MIN: 3.72 / MAX: 13.94MIN: 3.59 / MAX: 13.6MIN: 3.51 / MAX: 17.33MIN: 3.62 / MAX: 17.74MIN: 3.57 / MAX: 16.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.21380.42760.64140.85521.069SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.880.950.870.930.910.930.910.950.930.930.930.880.880.88MIN: 0.85 / MAX: 1.71MIN: 0.93 / MAX: 1.92MIN: 0.85 / MAX: 1.89MIN: 0.91 / MAX: 2MIN: 0.89 / MAX: 1.94MIN: 0.9 / MAX: 2.01MIN: 0.88 / MAX: 1.8MIN: 0.93 / MAX: 1.89MIN: 0.91 / MAX: 1.68MIN: 0.91 / MAX: 1.8MIN: 0.91 / MAX: 1.99MIN: 0.86 / MAX: 1.91MIN: 0.86 / MAX: 1.84MIN: 0.85 / MAX: 1.761. (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-b03090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.7291.4582.1872.9163.645SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, 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 = 33.093.243.083.022.963.052.923.213.133.133.093.053.123.08MIN: 3.06 / MAX: 6.04MIN: 3.19 / MAX: 4.87MIN: 3.04 / MAX: 4.85MIN: 2.99 / MAX: 5.02MIN: 2.92 / MAX: 9.52MIN: 3.02 / MAX: 4.81MIN: 2.88 / MAX: 5.47MIN: 3.18 / MAX: 4.81MIN: 3.1 / MAX: 4.87MIN: 3.1 / MAX: 4.82MIN: 3.05 / MAX: 4.84MIN: 3.02 / MAX: 3.36MIN: 3.09 / MAX: 4.84MIN: 3.06 / MAX: 4.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.45450.9091.36351.8182.2725SE +/- 0.00, N = 3SE +/- 0.00, 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 +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.922.011.921.861.811.851.782.021.981.971.921.901.941.93MIN: 1.89 / MAX: 4.81MIN: 1.98 / MAX: 5.81MIN: 1.9 / MAX: 2.79MIN: 1.83 / MAX: 4.81MIN: 1.8 / MAX: 2.09MIN: 1.83 / MAX: 2.02MIN: 1.76 / MAX: 2.56MIN: 1.97 / MAX: 12.09MIN: 1.95 / MAX: 8.5MIN: 1.94 / MAX: 4.81MIN: 1.89 / MAX: 4.79MIN: 1.87 / MAX: 8.44MIN: 1.92 / MAX: 3.04MIN: 1.91 / MAX: 8.551. (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-v23090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.38480.76961.15441.53921.924SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.661.711.661.631.601.641.591.701.671.671.651.641.671.65MIN: 1.63 / MAX: 2.99MIN: 1.69 / MAX: 2.81MIN: 1.63 / MAX: 2.59MIN: 1.61 / MAX: 2.77MIN: 1.59 / MAX: 2.59MIN: 1.62 / MAX: 2.66MIN: 1.57 / MAX: 2.93MIN: 1.68 / MAX: 2.76MIN: 1.64 / MAX: 2.7MIN: 1.64 / MAX: 3.01MIN: 1.62 / MAX: 6.14MIN: 1.61 / MAX: 2.43MIN: 1.65 / MAX: 2.01MIN: 1.64 / MAX: 2.431. (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-v33090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.48380.96761.45141.93522.419SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.072.152.062.001.972.021.942.142.112.112.062.042.092.06MIN: 2.05 / MAX: 2.62MIN: 2.12 / MAX: 4.81MIN: 2.04 / MAX: 2.62MIN: 1.98 / MAX: 2.91MIN: 1.95 / MAX: 3.04MIN: 2 / MAX: 4.82MIN: 1.92 / MAX: 3MIN: 2.11 / MAX: 4.76MIN: 2.07 / MAX: 4.83MIN: 2.08 / MAX: 3.71MIN: 2.04 / MAX: 4.66MIN: 2.02 / MAX: 2.27MIN: 2.06 / MAX: 4.83MIN: 2.05 / MAX: 2.491. (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-v23090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.4320.8641.2961.7282.16SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.821.911.821.801.761.791.721.921.881.871.811.791.831.81MIN: 1.79 / MAX: 4.97MIN: 1.89 / MAX: 2.84MIN: 1.79 / MAX: 8.7MIN: 1.78 / MAX: 2.99MIN: 1.73 / MAX: 2.62MIN: 1.76 / MAX: 2.81MIN: 1.7 / MAX: 3.09MIN: 1.88 / MAX: 8.45MIN: 1.84 / MAX: 5.51MIN: 1.84 / MAX: 4.81MIN: 1.79 / MAX: 4.69MIN: 1.77 / MAX: 3.16MIN: 1.81 / MAX: 4.77MIN: 1.79 / MAX: 3.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet3090NVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.991.982.973.964.95SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, 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 = 34.004.394.004.404.264.304.134.384.174.104.023.964.014.00MIN: 3.95 / MAX: 4.44MIN: 4.33 / MAX: 4.54MIN: 3.94 / MAX: 4.48MIN: 4.35 / MAX: 4.57MIN: 4.2 / MAX: 4.47MIN: 4.21 / MAX: 12.49MIN: 4.09 / MAX: 6.52MIN: 4.31 / MAX: 4.57MIN: 4.12 / MAX: 4.36MIN: 4.05 / MAX: 4.23MIN: 3.97 / MAX: 4.21MIN: 3.89 / MAX: 4.55MIN: 3.96 / MAX: 4.13MIN: 3.92 / MAX: 7.831. (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 OptiX3090NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 2.61, N = 15SE +/- 2.63, N = 15SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 39.449.4436.0329.8930.1028.1026.1017.4215.6914.3811.249.709.42

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 Atoms3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30900.03790.07580.11370.15160.1895SE +/- 0.00003, N = 3SE +/- 0.00014, N = 3SE +/- 0.00063, N = 3SE +/- 0.00047, N = 3SE +/- 0.00012, N = 3SE +/- 0.00015, N = 3SE +/- 0.00006, N = 3SE +/- 0.00094, N = 3SE +/- 0.00009, N = 3SE +/- 0.00140, N = 3SE +/- 0.00009, N = 3SE +/- 0.00103, N = 30.119510.168560.154760.152870.140200.152370.128300.127260.124150.122500.119580.12001

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30903691215SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.018, N = 3SE +/- 0.028, N = 3SE +/- 0.006, N = 3SE +/- 0.016, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.008, N = 3SE +/- 0.028, N = 3SE +/- 0.003, N = 35.60612.90111.67111.52410.09310.4568.3847.8987.1556.1135.7295.614

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-5123090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090600M1200M1800M2400M3000MSE +/- 1715614.56, N = 3SE +/- 66666.67, N = 3SE +/- 864741.45, N = 3SE +/- 115470.05, N = 3SE +/- 1083717.88, N = 3SE +/- 1039764.93, N = 3SE +/- 1560270.63, N = 3SE +/- 1500000.00, N = 3SE +/- 568624.07, N = 3SE +/- 152752.52, N = 3SE +/- 4611700.10, N = 3SE +/- 3238483.87, N = 3SE +/- 829323.69, N = 3SE +/- 4117577.50, N = 3SE +/- 4194043.40, N = 3SE +/- 5366666.67, N = 3286110000048353333379233333385460000099283333328570666671062933333119870000012243000001438900000141296666716827333331717533333246603333327626000002890933333

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA13090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30905000M10000M15000M20000M25000MSE +/- 42808501.23, N = 3SE +/- 2008592.65, N = 3SE +/- 10383694.48, N = 3SE +/- 16083670.12, N = 3SE +/- 4454585.65, N = 3SE +/- 40688750.83, N = 3SE +/- 19016338.00, N = 3SE +/- 5602677.93, N = 3SE +/- 36354107.21, N = 3SE +/- 14748144.89, N = 3SE +/- 11142461.33, N = 3SE +/- 17350024.02, N = 3SE +/- 7460414.05, N = 3SE +/- 36421620.56, N = 3SE +/- 54926142.33, N = 3SE +/- 52625416.34, N = 32245223333344559666676235366667670203333377906000002257093333383907666679468200000969493333311276666667110696666671314060000013536633333194408666672173216666722954666667

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD53090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 309016000M32000M48000M64000M80000MSE +/- 43362195.52, N = 3SE +/- 4813522.62, N = 3SE +/- 61580741.94, N = 3SE +/- 33080726.18, N = 3SE +/- 12235785.40, N = 3SE +/- 89401584.62, N = 3SE +/- 58270127.66, N = 3SE +/- 53112532.52, N = 3SE +/- 11557248.81, N = 3SE +/- 34379515.86, N = 3SE +/- 62466737.82, N = 3SE +/- 52398642.90, N = 3SE +/- 53053631.15, N = 3SE +/- 122029850.63, N = 3SE +/- 278660763.49, N = 3SE +/- 151860520.80, N = 370253400000131198000001835596666719620766667248252666677087330000026593433333299079333333064180000035928633333354143000004190043333342901566667615862333336846646666772520866667

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTS3090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090200K400K600K800K1000KSE +/- 296.27, N = 3SE +/- 33.33, N = 3SE +/- 554.78, N = 3SE +/- 533.33, N = 3SE +/- 600.93, N = 3SE +/- 688.80, N = 3SE +/- 1975.12, N = 3SE +/- 317.98, N = 3SE +/- 2602.78, N = 3SE +/- 2318.05, N = 3SE +/- 3507.29, N = 3SE +/- 4139.78, N = 3SE +/- 2906.51, N = 3SE +/- 2706.17, N = 3SE +/- 7319.46, N = 3SE +/- 5546.87, N = 3822167137633235133253767291333818267305833348033353967416900417467488467505733724700805133832767

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: Yes3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060RTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 30901.31492.62983.94475.25966.5745SE +/- 0.004, N = 3SE +/- 0.024, N = 3SE +/- 0.007, N = 3SE +/- 0.016, N = 3SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.007, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 33.3105.8445.3175.3534.8484.9784.2874.1233.8203.4443.3553.314

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-Zip3090GTX 1060GTX 1660 SUPERGTX 1660TiNVIDIA RTX 3060NVIDIA RTX 3090RTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060TiRTX 3070RTX 3070 TiRTX 3080RTX 3080TiRTX 3090200K400K600K800K1000KSE +/- 920.75, N = 3SE +/- 578.31, N = 3SE +/- 504.42, N = 3SE +/- 712.59, N = 3SE +/- 533.33, N = 3SE +/- 1587.45, N = 3SE +/- 680.69, N = 3SE +/- 669.16, N = 3SE +/- 493.29, N = 3SE +/- 783.87, N = 3SE +/- 696.02, N = 3SE +/- 1897.66, N = 3SE +/- 1785.43, N = 3SE +/- 2685.76, N = 3SE +/- 1767.61, N = 3SE +/- 5304.82, N = 31101967189133330833355133410267110430043570048293349150058023356933366343370996797250010667671113033


Phoronix Test Suite v10.8.5