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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110109-TJ-NVIDIALIN48
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CPU Massive 3 Tests
Creator Workloads 2 Tests
HPC - High Performance Computing 2 Tests
Machine Learning 2 Tests
Multi-Core 2 Tests
NVIDIA GPU Compute 11 Tests
Renderers 2 Tests
Vulkan Compute 4 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1660Ti
October 08
  14 Minutes
GTX 1060
October 08
  15 Minutes
GTX 1660 SUPER
October 08
  14 Minutes
RTX 3060
October 08
  1 Hour, 30 Minutes
NVIDIA RTX 3060
October 08
  1 Hour, 57 Minutes
RTX 2070 SUPER
October 08
  2 Hours, 49 Minutes
RTX 2070
October 09
  2 Hours, 36 Minutes
RTX 2060 SUPER
October 09
  2 Hours, 38 Minutes
RTX 2060
October 09
  2 Hours, 39 Minutes
RTX 3060Ti
October 09
  2 Hours, 25 Minutes
RTX 3080Ti
October 09
  2 Hours, 47 Minutes
RTX 3070
October 09
  2 Hours, 23 Minutes
RTX 3090
October 10
  2 Hours, 19 Minutes
NVIDIA RTX 3090
October 10
  1 Hour, 56 Minutes
3090
October 10
  2 Hours, 18 Minutes
RTX 3070 Ti
October 10
  2 Hours, 27 Minutes
RTX 3080
October 10
  2 Hours, 19 Minutes
Invert Hiding All Results Option
  1 Hour, 59 Minutes

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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 linuxhashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSetlegacy: 3840 x 2160octanebench: Total Scorev-ray: NVIDIA CUDA GPUncnn: 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_400mblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXvkfft: gravitymark: 1920 x 1080 - OpenGLgravitymark: 1920 x 1080 - Vulkangravitymark: 2560 x 1440 - OpenGLgravitymark: 2560 x 1440 - Vulkangravitymark: 3840 x 2160 - OpenGLgravitymark: 3840 x 2160 - Vulkanrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesnamd-cuda: ATPase Simulation - 327,506 Atomslczero: OpenCLv-ray: NVIDIA RTX GPUGTX 1660TiGTX 1060GTX 1660 SUPERRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080196207666676702033333355133854600000253767495.2133.125997442131198000004455966667189133483533333137633445.281.44449249183559666676235366667330833792333333235133482.9133.0868234564.381.922.141.702.023.210.954.307.241.902.074.176.714.772.4226.1073.1056.4510.45668.1564.9780.15237222361207248252666677790600000410267992833333291333590.6294.0201048514.391.912.151.712.013.240.954.287.251.932.074.186.734.832.4127278110.4149.393.3120.072.884.035928633333112766666675802331438900000416900630.7261.8285558344.131.721.941.591.782.920.913.867.901.902.313.946.854.742.1728.1089.0152.8529335114.4149.696.7121.474.683.610.09363.8814.8480.140202107910553064180000096949333334915001224300000353967591.6244.1905245134.301.792.021.641.853.050.934.138.7822.454.197.014.902.2430.10146.4059.9730028101.5139.186.4112.566.578.411.52475.6925.3530.15287176747982990793333394682000004829331198700000348033559.7243.8125345284.261.761.971.61.812.960.914.198.871.992.424.167.014.902.1929.89142.6960.3029970103.9138.887.8112.067.577.811.67176.6815.3170.15476174848262659343333383907666674357001062933333305833557.6195.6399625054.401.802.001.631.863.020.934.219.962.192.634.497.255.162.2536.03146.8769.562274694.9116.479.593.059.564.312.90186.3595.8440.168561447373335414300000110696666675693331412966667417467645.3384.11908612604.171.882.111.671.983.130.934.145.761.701.903.806.304.272.3717.4252.0539.0033746132.1188.0113.5153.389.8108.58.38451.2974.2870.12830303711716684664666672173216666710667672762600000805133646.5668.01681820524.011.832.091.671.943.120.884.114.131.531.763.475.854.152.399.7029.6119.8043263164.7262.5147.6226.1125.8173.55.72929.8143.3550.1195838444285041900433333131406000006634331682733333488467645.5414.23190914184.101.872.111.671.973.130.934.245.431.641.873.736.154.322.3915.6945.7133.3031446134.9201.3117.3164.093.6116.17.89847.0474.1230.12726329801880725208666672295466666711130332890933333832767654.5684.77879821114.001.812.061.651.933.080.884.024.011.521.743.415.823.922.379.4228.6118.9944486169.7269.2153.3232.7130.3178.65.61428.7443.3140.12001390012928708733000002257093333311043002857066667818267581.5680.453461211241.822.061.661.923.080.874.084.031.511.743.415.854.102.369.4428.5119.0043830170.1269.3702534000002245223333311019672861100000822167667.2680.626427211141.822.071.661.923.090.883.924.041.511.743.425.884.132.379.4428.5619.0143849169.4269.9153.3233.4130.7178.55.60628.7293.3100.1195138687291742901566667135366333337099671717533333505733648.3454.75212115014.021.812.061.651.923.090.933.935.071.621.793.596.124.342.3414.3842.7631.4437970136.4212.2118.7176.596.2128.97.15541.3023.8200.1241535401203461586233333194408666679725002466033333724700639.3570.41446317743.961.792.041.641.903.050.883.904.361.521.753.405.864.102.3211.2433.8522.6740852160.6248.2143.1210.4120.2158.16.11332.8453.4440.12250381032446OpenBenchmarking.org

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 308016000M32000M48000M64000M80000MSE +/- 33080726.18, N = 3SE +/- 4813522.62, N = 3SE +/- 61580741.94, N = 3SE +/- 12235785.40, N = 3SE +/- 34379515.86, N = 3SE +/- 11557248.81, N = 3SE +/- 53112532.52, N = 3SE +/- 58270127.66, N = 3SE +/- 62466737.82, N = 3SE +/- 278660763.49, N = 3SE +/- 52398642.90, N = 3SE +/- 151860520.80, N = 3SE +/- 89401584.62, N = 3SE +/- 43362195.52, N = 3SE +/- 53053631.15, N = 3SE +/- 122029850.63, N = 319620766667131198000001835596666724825266667359286333333064180000029907933333265934333333541430000068466466667419004333337252086666770873300000702534000004290156666761586233333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 308013000M26000M39000M52000M65000MMin: 19555000000 / Avg: 19620766666.67 / Max: 19659900000Min: 13113700000 / Avg: 13119800000 / Max: 13129300000Min: 18250200000 / Avg: 18355966666.67 / Max: 18463500000Min: 24810200000 / Avg: 24825266666.67 / Max: 24849500000Min: 35879100000 / Avg: 35928633333.33 / Max: 35994700000Min: 30622800000 / Avg: 30641800000 / Max: 30662700000Min: 29829300000 / Avg: 29907933333.33 / Max: 30009100000Min: 26520400000 / Avg: 26593433333.33 / Max: 26708600000Min: 35346900000 / Avg: 35414300000 / Max: 35539100000Min: 67929500000 / Avg: 68466466666.67 / Max: 68864200000Min: 41825900000 / Avg: 41900433333.33 / Max: 42001500000Min: 72279800000 / Avg: 72520866666.67 / Max: 72801400000Min: 70711200000 / Avg: 70873300000 / Max: 71019700000Min: 70174200000 / Avg: 70253400000 / Max: 70323600000Min: 42798200000 / Avg: 42901566666.67 / Max: 42974000000Min: 61432700000 / Avg: 61586233333.33 / Max: 61827300000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30805000M10000M15000M20000M25000MSE +/- 16083670.12, N = 3SE +/- 2008592.65, N = 3SE +/- 10383694.48, N = 3SE +/- 4454585.65, N = 3SE +/- 14748144.89, N = 3SE +/- 36354107.21, N = 3SE +/- 5602677.93, N = 3SE +/- 19016338.00, N = 3SE +/- 11142461.33, N = 3SE +/- 54926142.33, N = 3SE +/- 17350024.02, N = 3SE +/- 52625416.34, N = 3SE +/- 40688750.83, N = 3SE +/- 42808501.23, N = 3SE +/- 7460414.05, N = 3SE +/- 36421620.56, N = 36702033333445596666762353666677790600000112766666679694933333946820000083907666671106966666721732166667131406000002295466666722570933333224522333331353663333319440866667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30804000M8000M12000M16000M20000MMin: 6682300000 / Avg: 6702033333.33 / Max: 6733900000Min: 4452000000 / Avg: 4455966666.67 / Max: 4458500000Min: 6214600000 / Avg: 6235366666.67 / Max: 6245900000Min: 7781700000 / Avg: 7790600000 / Max: 7795400000Min: 11249700000 / Avg: 11276666666.67 / Max: 11300500000Min: 9634300000 / Avg: 9694933333.33 / Max: 9760000000Min: 9457300000 / Avg: 9468200000 / Max: 9475900000Min: 8359300000 / Avg: 8390766666.67 / Max: 8425000000Min: 11047700000 / Avg: 11069666666.67 / Max: 11083900000Min: 21655400000 / Avg: 21732166666.67 / Max: 21838600000Min: 13110400000 / Avg: 13140600000 / Max: 13170500000Min: 22867200000 / Avg: 22954666666.67 / Max: 23049100000Min: 22499400000 / Avg: 22570933333.33 / Max: 22640300000Min: 22376000000 / Avg: 22452233333.33 / Max: 22524100000Min: 13528100000 / Avg: 13536633333.33 / Max: 13551500000Min: 19393600000 / Avg: 19440866666.67 / Max: 19512500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080200K400K600K800K1000KSE +/- 712.59, N = 3SE +/- 578.31, N = 3SE +/- 504.42, N = 3SE +/- 533.33, N = 3SE +/- 783.87, N = 3SE +/- 493.29, N = 3SE +/- 669.16, N = 3SE +/- 680.69, N = 3SE +/- 696.02, N = 3SE +/- 1767.61, N = 3SE +/- 1897.66, N = 3SE +/- 5304.82, N = 3SE +/- 1587.45, N = 3SE +/- 920.75, N = 3SE +/- 1785.43, N = 3SE +/- 2685.76, N = 33551331891333308334102675802334915004829334357005693331066767663433111303311043001101967709967972500
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080200K400K600K800K1000KMin: 354100 / Avg: 355133.33 / Max: 356500Min: 188100 / Avg: 189133.33 / Max: 190100Min: 330100 / Avg: 330833.33 / Max: 331800Min: 409200 / Avg: 410266.67 / Max: 410800Min: 579400 / Avg: 580233.33 / Max: 581800Min: 490700 / Avg: 491500 / Max: 492400Min: 481600 / Avg: 482933.33 / Max: 483700Min: 434400 / Avg: 435700 / Max: 436700Min: 568200 / Avg: 569333.33 / Max: 570600Min: 1064900 / Avg: 1066766.67 / Max: 1070300Min: 659900 / Avg: 663433.33 / Max: 666400Min: 1104900 / Avg: 1113033.33 / Max: 1123000Min: 1101300 / Avg: 1104300 / Max: 1106700Min: 1100200 / Avg: 1101966.67 / Max: 1103300Min: 707400 / Avg: 709966.67 / Max: 713400Min: 967500 / Avg: 972500 / Max: 976700

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080600M1200M1800M2400M3000MSE +/- 115470.05, N = 3SE +/- 66666.67, N = 3SE +/- 864741.45, N = 3SE +/- 1083717.88, N = 3SE +/- 152752.52, N = 3SE +/- 568624.07, N = 3SE +/- 1500000.00, N = 3SE +/- 1560270.63, N = 3SE +/- 4611700.10, N = 3SE +/- 4194043.40, N = 3SE +/- 3238483.87, N = 3SE +/- 5366666.67, N = 3SE +/- 1039764.93, N = 3SE +/- 1715614.56, N = 3SE +/- 829323.69, N = 3SE +/- 4117577.50, N = 3854600000483533333792333333992833333143890000012243000001198700000106293333314129666672762600000168273333328909333332857066667286110000017175333332466033333
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080500M1000M1500M2000M2500MMin: 854400000 / Avg: 854600000 / Max: 854800000Min: 483400000 / Avg: 483533333.33 / Max: 483600000Min: 791100000 / Avg: 792333333.33 / Max: 794000000Min: 991700000 / Avg: 992833333.33 / Max: 995000000Min: 1438600000 / Avg: 1438900000 / Max: 1439100000Min: 1223500000 / Avg: 1224300000 / Max: 1225400000Min: 1197200000 / Avg: 1198700000 / Max: 1201700000Min: 1060900000 / Avg: 1062933333.33 / Max: 1066000000Min: 1404100000 / Avg: 1412966666.67 / Max: 1419600000Min: 2754300000 / Avg: 2762600000 / Max: 2767800000Min: 1676300000 / Avg: 1682733333.33 / Max: 1686600000Min: 2882500000 / Avg: 2890933333.33 / Max: 2900900000Min: 2855000000 / Avg: 2857066666.67 / Max: 2858300000Min: 2859000000 / Avg: 2861100000 / Max: 2864500000Min: 1715900000 / Avg: 1717533333.33 / Max: 1718600000Min: 2457800000 / Avg: 2466033333.33 / Max: 2470300000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080200K400K600K800K1000KSE +/- 533.33, N = 3SE +/- 33.33, N = 3SE +/- 554.78, N = 3SE +/- 600.93, N = 3SE +/- 2318.05, N = 3SE +/- 2602.78, N = 3SE +/- 317.98, N = 3SE +/- 1975.12, N = 3SE +/- 3507.29, N = 3SE +/- 7319.46, N = 3SE +/- 4139.78, N = 3SE +/- 5546.87, N = 3SE +/- 688.80, N = 3SE +/- 296.27, N = 3SE +/- 2906.51, N = 3SE +/- 2706.17, N = 3253767137633235133291333416900353967348033305833417467805133488467832767818267822167505733724700
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080140K280K420K560K700KMin: 252700 / Avg: 253766.67 / Max: 254300Min: 137600 / Avg: 137633.33 / Max: 137700Min: 234100 / Avg: 235133.33 / Max: 236000Min: 290500 / Avg: 291333.33 / Max: 292500Min: 412300 / Avg: 416900 / Max: 419700Min: 349100 / Avg: 353966.67 / Max: 358000Min: 347500 / Avg: 348033.33 / Max: 348600Min: 303200 / Avg: 305833.33 / Max: 309700Min: 411100 / Avg: 417466.67 / Max: 423200Min: 790500 / Avg: 805133.33 / Max: 812800Min: 480200 / Avg: 488466.67 / Max: 493000Min: 821800 / Avg: 832766.67 / Max: 839700Min: 817300 / Avg: 818266.67 / Max: 819600Min: 821600 / Avg: 822166.67 / Max: 822600Min: 501500 / Avg: 505733.33 / Max: 511300Min: 721100 / Avg: 724700 / Max: 730000

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 3840 x 2160GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080140280420560700SE +/- 4.09, N = 3SE +/- 1.20, N = 3SE +/- 3.91, N = 3SE +/- 2.08, N = 3SE +/- 1.83, N = 3SE +/- 2.35, N = 3SE +/- 26.17, N = 12SE +/- 0.44, N = 3SE +/- 3.68, N = 3SE +/- 1.67, N = 3SE +/- 6.77, N = 3SE +/- 6.42, N = 5SE +/- 72.37, N = 9SE +/- 1.66, N = 3SE +/- 4.84, N = 3SE +/- 1.47, N = 3495.2445.2482.9590.6630.7591.6559.7557.6645.3646.5645.5654.5581.5667.2648.3639.3
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.78Resolution: 3840 x 2160GTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080120240360480600Min: 490 / Avg: 495.23 / Max: 503.3Min: 442.8 / Avg: 445.17 / Max: 446.7Min: 477.2 / Avg: 482.93 / Max: 490.4Min: 587.4 / Avg: 590.6 / Max: 594.5Min: 627.1 / Avg: 630.7 / Max: 633.1Min: 587.4 / Avg: 591.63 / Max: 595.5Min: 272.2 / Avg: 559.74 / Max: 592.7Min: 556.9 / Avg: 557.57 / Max: 558.4Min: 640.4 / Avg: 645.3 / Max: 652.5Min: 643.6 / Avg: 646.47 / Max: 649.4Min: 634.3 / Avg: 645.5 / Max: 657.7Min: 635.2 / Avg: 654.46 / Max: 670Min: 2.7 / Avg: 581.47 / Max: 662.5Min: 665.1 / Avg: 667.23 / Max: 670.5Min: 642.7 / Avg: 648.27 / Max: 657.9Min: 636.5 / Avg: 639.33 / Max: 641.4

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080150300450600750133.1381.44133.09294.02261.83244.19243.81195.64384.12668.02414.23684.78680.45680.63454.75570.41

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

GTX 1660Ti: The test quit with a non-zero exit status.

GTX 1060: The test quit with a non-zero exit status.

GTX 1660 SUPER: The test quit with a non-zero exit status.

NVIDIA RTX 3060: The test quit with a non-zero exit status.

RTX 2070 SUPER: The test quit with a non-zero exit status.

RTX 2070: The test quit with a non-zero exit status.

RTX 2060 SUPER: The test quit with a non-zero exit status.

RTX 2060: The test quit with a non-zero exit status.

RTX 3060Ti: The test quit with a non-zero exit status.

RTX 3080Ti: The test quit with a non-zero exit status.

RTX 3070: The test quit with a non-zero exit status.

RTX 3090: The test quit with a non-zero exit status.

NVIDIA RTX 3090: The test quit with a non-zero exit status.

3090: The test quit with a non-zero exit status.

RTX 3070 Ti: The test quit with a non-zero exit status.

RTX 3080: The test quit with a non-zero exit status.

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30805001000150020002500SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 1.15, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 1.86, N = 3SE +/- 0.33, N = 3SE +/- 2.60, N = 3SE +/- 2.33, N = 3SE +/- 2.19, N = 3SE +/- 1.86, N = 344224945685183451352850512602052141821112112211115011774
OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPUGTX 1660TiGTX 1060GTX 1660 SUPERNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080400800120016002000Min: 441 / Avg: 442 / Max: 443Min: 454 / Avg: 455.67 / Max: 457Min: 849 / Avg: 851 / Max: 853Min: 833 / Avg: 833.67 / Max: 835Min: 512 / Avg: 513.33 / Max: 515Min: 504 / Avg: 505.33 / Max: 507Min: 1259 / Avg: 1260 / Max: 1261Min: 2050 / Avg: 2052.33 / Max: 2056Min: 1418 / Avg: 1418.33 / Max: 1419Min: 2107 / Avg: 2111.33 / Max: 2116Min: 2110 / Avg: 2112.33 / Max: 2117Min: 2108 / Avg: 2110.67 / Max: 2115Min: 1770 / Avg: 1773.67 / Max: 1776

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.991.982.973.964.95SE +/- 0.02, 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.384.394.134.304.264.404.174.014.104.004.004.004.023.96MIN: 4.31 / MAX: 4.57MIN: 4.33 / MAX: 4.54MIN: 4.09 / MAX: 6.52MIN: 4.21 / MAX: 12.49MIN: 4.2 / MAX: 4.47MIN: 4.35 / MAX: 4.57MIN: 4.12 / MAX: 4.36MIN: 3.96 / MAX: 4.13MIN: 4.05 / MAX: 4.23MIN: 3.92 / MAX: 7.83MIN: 3.94 / MAX: 4.48MIN: 3.95 / MAX: 4.44MIN: 3.97 / MAX: 4.21MIN: 3.89 / MAX: 4.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 4.34 / Avg: 4.38 / Max: 4.41Min: 4.38 / Avg: 4.39 / Max: 4.4Min: 4.12 / Avg: 4.13 / Max: 4.14Min: 4.26 / Avg: 4.3 / Max: 4.33Min: 4.25 / Avg: 4.26 / Max: 4.27Min: 4.4 / Avg: 4.4 / Max: 4.41Min: 4.16 / Avg: 4.17 / Max: 4.19Min: 4 / Avg: 4.01 / Max: 4.01Min: 4.08 / Avg: 4.1 / Max: 4.11Min: 3.99 / Avg: 4 / Max: 4.01Min: 4 / Avg: 4.02 / Max: 4.03Min: 3.92 / Avg: 3.96 / Max: 3.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.4320.8641.2961.7282.16SE +/- 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 +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.921.911.721.791.761.801.881.831.871.811.821.821.811.79MIN: 1.88 / MAX: 8.45MIN: 1.89 / MAX: 2.84MIN: 1.7 / MAX: 3.09MIN: 1.76 / MAX: 2.81MIN: 1.73 / MAX: 2.62MIN: 1.78 / MAX: 2.99MIN: 1.84 / MAX: 5.51MIN: 1.81 / MAX: 4.77MIN: 1.84 / MAX: 4.81MIN: 1.79 / MAX: 3.1MIN: 1.79 / MAX: 8.7MIN: 1.79 / MAX: 4.97MIN: 1.79 / MAX: 4.69MIN: 1.77 / MAX: 3.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 1.9 / Avg: 1.92 / Max: 1.94Min: 1.9 / Avg: 1.91 / Max: 1.92Min: 1.72 / Avg: 1.72 / Max: 1.72Min: 1.78 / Avg: 1.79 / Max: 1.79Min: 1.75 / Avg: 1.76 / Max: 1.76Min: 1.79 / Avg: 1.8 / Max: 1.8Min: 1.87 / Avg: 1.88 / Max: 1.9Min: 1.82 / Avg: 1.83 / Max: 1.85Min: 1.85 / Avg: 1.87 / Max: 1.88Min: 1.81 / Avg: 1.81 / Max: 1.81Min: 1.81 / Avg: 1.82 / Max: 1.84Min: 1.81 / Avg: 1.82 / Max: 1.83Min: 1.81 / Avg: 1.81 / Max: 1.82Min: 1.78 / Avg: 1.79 / Max: 1.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.48380.96761.45141.93522.419SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, 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 +/- 0.00, N = 32.142.151.942.021.972.002.112.092.112.062.062.072.062.04MIN: 2.11 / MAX: 4.76MIN: 2.12 / MAX: 4.81MIN: 1.92 / MAX: 3MIN: 2 / MAX: 4.82MIN: 1.95 / MAX: 3.04MIN: 1.98 / MAX: 2.91MIN: 2.07 / MAX: 4.83MIN: 2.06 / MAX: 4.83MIN: 2.08 / MAX: 3.71MIN: 2.05 / MAX: 2.49MIN: 2.04 / MAX: 2.62MIN: 2.05 / MAX: 2.62MIN: 2.04 / MAX: 4.66MIN: 2.02 / MAX: 2.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 2.12 / Avg: 2.14 / Max: 2.16Min: 2.14 / Avg: 2.15 / Max: 2.17Min: 1.94 / Avg: 1.94 / Max: 1.95Min: 2.01 / Avg: 2.02 / Max: 2.03Min: 1.97 / Avg: 1.97 / Max: 1.98Min: 2 / Avg: 2 / Max: 2.01Min: 2.09 / Avg: 2.11 / Max: 2.12Min: 2.09 / Avg: 2.09 / Max: 2.1Min: 2.1 / Avg: 2.11 / Max: 2.12Min: 2.06 / Avg: 2.06 / Max: 2.07Min: 2.05 / Avg: 2.06 / Max: 2.07Min: 2.06 / Avg: 2.07 / Max: 2.08Min: 2.06 / Avg: 2.06 / Max: 2.07Min: 2.04 / Avg: 2.04 / Max: 2.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.38480.76961.15441.53921.924SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, 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 +/- 0.00, N = 31.701.711.591.641.601.631.671.671.671.651.661.661.651.64MIN: 1.68 / MAX: 2.76MIN: 1.69 / MAX: 2.81MIN: 1.57 / MAX: 2.93MIN: 1.62 / MAX: 2.66MIN: 1.59 / MAX: 2.59MIN: 1.61 / MAX: 2.77MIN: 1.64 / MAX: 2.7MIN: 1.65 / MAX: 2.01MIN: 1.64 / MAX: 3.01MIN: 1.64 / MAX: 2.43MIN: 1.63 / MAX: 2.59MIN: 1.63 / MAX: 2.99MIN: 1.62 / MAX: 6.14MIN: 1.61 / MAX: 2.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 1.69 / Avg: 1.7 / Max: 1.71Min: 1.7 / Avg: 1.71 / Max: 1.71Min: 1.59 / Avg: 1.59 / Max: 1.6Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.6 / Avg: 1.6 / Max: 1.6Min: 1.63 / Avg: 1.63 / Max: 1.64Min: 1.66 / Avg: 1.67 / Max: 1.68Min: 1.66 / Avg: 1.67 / Max: 1.67Min: 1.66 / Avg: 1.67 / Max: 1.68Min: 1.65 / Avg: 1.65 / Max: 1.66Min: 1.65 / Avg: 1.66 / Max: 1.66Min: 1.65 / Avg: 1.66 / Max: 1.67Min: 1.64 / Avg: 1.65 / Max: 1.67Min: 1.63 / Avg: 1.64 / Max: 1.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.45450.9091.36351.8182.2725SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.022.011.781.851.811.861.981.941.971.931.921.921.921.90MIN: 1.97 / MAX: 12.09MIN: 1.98 / MAX: 5.81MIN: 1.76 / MAX: 2.56MIN: 1.83 / MAX: 2.02MIN: 1.8 / MAX: 2.09MIN: 1.83 / MAX: 4.81MIN: 1.95 / MAX: 8.5MIN: 1.92 / MAX: 3.04MIN: 1.94 / MAX: 4.81MIN: 1.91 / MAX: 8.55MIN: 1.9 / MAX: 2.79MIN: 1.89 / MAX: 4.81MIN: 1.89 / MAX: 4.79MIN: 1.87 / MAX: 8.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 1.99 / Avg: 2.02 / Max: 2.04Min: 2.01 / Avg: 2.01 / Max: 2.02Min: 1.77 / Avg: 1.78 / Max: 1.79Min: 1.85 / Avg: 1.85 / Max: 1.85Min: 1.81 / Avg: 1.81 / Max: 1.82Min: 1.85 / Avg: 1.86 / Max: 1.87Min: 1.96 / Avg: 1.98 / Max: 2.01Min: 1.93 / Avg: 1.94 / Max: 1.95Min: 1.96 / Avg: 1.97 / Max: 1.98Min: 1.92 / Avg: 1.93 / Max: 1.96Min: 1.91 / Avg: 1.92 / Max: 1.93Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 1.92 / Avg: 1.92 / Max: 1.92Min: 1.89 / Avg: 1.9 / Max: 1.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.7291.4582.1872.9163.645SE +/- 0.01, 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 = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.213.242.923.052.963.023.133.123.133.083.083.093.093.05MIN: 3.18 / MAX: 4.81MIN: 3.19 / MAX: 4.87MIN: 2.88 / MAX: 5.47MIN: 3.02 / MAX: 4.81MIN: 2.92 / MAX: 9.52MIN: 2.99 / MAX: 5.02MIN: 3.1 / MAX: 4.87MIN: 3.09 / MAX: 4.84MIN: 3.1 / MAX: 4.82MIN: 3.06 / MAX: 4.67MIN: 3.04 / MAX: 4.85MIN: 3.06 / MAX: 6.04MIN: 3.05 / MAX: 4.84MIN: 3.02 / MAX: 3.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 3.2 / Avg: 3.21 / Max: 3.23Min: 3.22 / Avg: 3.24 / Max: 3.26Min: 2.91 / Avg: 2.92 / Max: 2.93Min: 3.03 / Avg: 3.05 / Max: 3.08Min: 2.95 / Avg: 2.96 / Max: 2.97Min: 3.01 / Avg: 3.02 / Max: 3.02Min: 3.12 / Avg: 3.13 / Max: 3.16Min: 3.1 / Avg: 3.12 / Max: 3.14Min: 3.11 / Avg: 3.13 / Max: 3.15Min: 3.07 / Avg: 3.08 / Max: 3.1Min: 3.07 / Avg: 3.08 / Max: 3.1Min: 3.08 / Avg: 3.09 / Max: 3.1Min: 3.07 / Avg: 3.09 / Max: 3.11Min: 3.03 / Avg: 3.05 / Max: 3.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.21380.42760.64140.85521.069SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, 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 = 30.950.950.910.930.910.930.930.880.930.880.870.880.930.88MIN: 0.93 / MAX: 1.89MIN: 0.93 / MAX: 1.92MIN: 0.88 / MAX: 1.8MIN: 0.9 / MAX: 2.01MIN: 0.89 / MAX: 1.94MIN: 0.91 / MAX: 2MIN: 0.91 / MAX: 1.68MIN: 0.86 / MAX: 1.84MIN: 0.91 / MAX: 1.8MIN: 0.85 / MAX: 1.76MIN: 0.85 / MAX: 1.89MIN: 0.85 / MAX: 1.71MIN: 0.91 / MAX: 1.99MIN: 0.86 / MAX: 1.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 0.94 / Avg: 0.95 / Max: 0.95Min: 0.95 / Avg: 0.95 / Max: 0.95Min: 0.9 / Avg: 0.91 / Max: 0.92Min: 0.92 / Avg: 0.93 / Max: 0.93Min: 0.91 / Avg: 0.91 / Max: 0.91Min: 0.92 / Avg: 0.93 / Max: 0.93Min: 0.93 / Avg: 0.93 / Max: 0.93Min: 0.88 / Avg: 0.88 / Max: 0.88Min: 0.92 / Avg: 0.93 / Max: 0.94Min: 0.87 / Avg: 0.88 / Max: 0.89Min: 0.87 / Avg: 0.87 / Max: 0.88Min: 0.87 / Avg: 0.88 / Max: 0.9Min: 0.93 / Avg: 0.93 / Max: 0.94Min: 0.87 / Avg: 0.88 / Max: 0.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.96751.9352.90253.874.8375SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 2SE +/- 0.04, N = 3SE +/- 0.07, N = 2SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 2SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 34.304.283.864.134.194.214.144.114.244.024.083.923.933.90MIN: 3.91 / MAX: 15MIN: 3.91 / MAX: 22.46MIN: 3.44 / MAX: 11.03MIN: 3.63 / MAX: 11.49MIN: 3.57 / MAX: 12.23MIN: 3.71 / MAX: 19.56MIN: 3.75 / MAX: 13.91MIN: 3.62 / MAX: 17.74MIN: 3.72 / MAX: 13.94MIN: 3.57 / MAX: 16.52MIN: 3.57 / MAX: 15.4MIN: 3.57 / MAX: 18.33MIN: 3.59 / MAX: 13.6MIN: 3.51 / MAX: 17.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 4.18 / Avg: 4.3 / Max: 4.43Min: 4.06 / Avg: 4.28 / Max: 4.44Min: 3.8 / Avg: 3.86 / Max: 3.98Min: 4.02 / Avg: 4.13 / Max: 4.21Min: 4.19 / Avg: 4.19 / Max: 4.19Min: 4.13 / Avg: 4.21 / Max: 4.28Min: 4.07 / Avg: 4.14 / Max: 4.21Min: 3.9 / Avg: 4.11 / Max: 4.27Min: 4.19 / Avg: 4.24 / Max: 4.28Min: 3.8 / Avg: 4.02 / Max: 4.23Min: 4.07 / Avg: 4.08 / Max: 4.08Min: 3.83 / Avg: 3.92 / Max: 4.11Min: 3.9 / Avg: 3.93 / Max: 3.99Min: 3.83 / Avg: 3.9 / Max: 3.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30803691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.247.257.908.788.879.965.764.135.434.014.034.045.074.36MIN: 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: 24.93MIN: 5.68 / MAX: 13.67MIN: 4.1 / MAX: 7.68MIN: 5.33 / MAX: 19.97MIN: 3.97 / MAX: 6.67MIN: 3.98 / MAX: 10.03MIN: 3.98 / MAX: 13.19MIN: 5.02 / MAX: 9.32MIN: 4.31 / MAX: 6.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30803691215Min: 7.23 / Avg: 7.24 / Max: 7.26Min: 7.22 / Avg: 7.25 / Max: 7.27Min: 7.87 / Avg: 7.9 / Max: 7.94Min: 8.71 / Avg: 8.78 / Max: 8.87Min: 8.83 / Avg: 8.87 / Max: 8.91Min: 9.91 / Avg: 9.96 / Max: 10.03Min: 5.74 / Avg: 5.76 / Max: 5.79Min: 4.12 / Avg: 4.13 / Max: 4.14Min: 5.38 / Avg: 5.43 / Max: 5.48Min: 4 / Avg: 4.01 / Max: 4.02Min: 4.01 / Avg: 4.03 / Max: 4.07Min: 4.01 / Avg: 4.04 / Max: 4.1Min: 5.06 / Avg: 5.07 / Max: 5.09Min: 4.33 / Avg: 4.36 / Max: 4.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.49280.98561.47841.97122.464SE +/- 0.01, N = 2SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.901.931.902.001.992.191.701.531.641.521.511.511.621.52MIN: 1.88 / MAX: 2.08MIN: 1.88 / MAX: 12.22MIN: 1.88 / MAX: 2.05MIN: 1.98 / MAX: 2.13MIN: 1.97 / MAX: 2.15MIN: 2.17 / MAX: 2.33MIN: 1.68 / MAX: 4.79MIN: 1.51 / MAX: 1.76MIN: 1.62 / MAX: 1.88MIN: 1.49 / MAX: 4.09MIN: 1.49 / MAX: 1.76MIN: 1.49 / MAX: 1.7MIN: 1.61 / MAX: 3.82MIN: 1.49 / MAX: 2.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 1.89 / Avg: 1.9 / Max: 1.9Min: 1.91 / Avg: 1.93 / Max: 1.94Min: 1.9 / Avg: 1.9 / Max: 1.91Min: 1.99 / Avg: 1.99 / Max: 2Min: 2.18 / Avg: 2.19 / Max: 2.19Min: 1.69 / Avg: 1.7 / Max: 1.71Min: 1.53 / Avg: 1.53 / Max: 1.53Min: 1.63 / Avg: 1.64 / Max: 1.65Min: 1.51 / Avg: 1.52 / Max: 1.52Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 1.5 / Avg: 1.51 / Max: 1.51Min: 1.62 / Avg: 1.62 / Max: 1.63Min: 1.5 / Avg: 1.52 / Max: 1.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.59181.18361.77542.36722.959SE +/- 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.072.072.312.452.422.631.901.761.871.741.741.741.791.75MIN: 2.03 / MAX: 5.86MIN: 2.05 / MAX: 2.22MIN: 2.06 / MAX: 3.47MIN: 2.39 / MAX: 4.82MIN: 2.34 / MAX: 2.93MIN: 2.51 / MAX: 4.77MIN: 1.85 / MAX: 8.61MIN: 1.74 / MAX: 1.92MIN: 1.83 / MAX: 4.81MIN: 1.72 / MAX: 1.89MIN: 1.72 / MAX: 1.94MIN: 1.72 / MAX: 1.92MIN: 1.78 / MAX: 1.94MIN: 1.72 / MAX: 4.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 2.06 / Avg: 2.07 / Max: 2.09Min: 2.06 / Avg: 2.07 / Max: 2.07Min: 2.31 / Avg: 2.31 / Max: 2.31Min: 2.43 / Avg: 2.45 / Max: 2.47Min: 2.4 / Avg: 2.42 / Max: 2.44Min: 2.6 / Avg: 2.63 / Max: 2.64Min: 1.87 / Avg: 1.9 / Max: 1.94Min: 1.76 / Avg: 1.76 / Max: 1.76Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 1.74 / Avg: 1.74 / Max: 1.75Min: 1.74 / Avg: 1.74 / Max: 1.74Min: 1.74 / Avg: 1.75 / Max: 1.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30801.01032.02063.03094.04125.0515SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 2SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.174.183.944.194.164.493.803.473.733.413.413.423.593.40MIN: 4.15 / MAX: 4.26MIN: 4.15 / MAX: 4.48MIN: 3.91 / MAX: 4.89MIN: 4.16 / MAX: 4.31MIN: 4.14 / MAX: 4.83MIN: 4.47 / MAX: 4.83MIN: 3.76 / MAX: 13.08MIN: 3.45 / MAX: 4.72MIN: 3.67 / MAX: 4.82MIN: 3.39 / MAX: 3.54MIN: 3.39 / MAX: 4.83MIN: 3.4 / MAX: 8.52MIN: 3.56 / MAX: 4.82MIN: 3.37 / MAX: 3.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50RTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 4.16 / Avg: 4.17 / Max: 4.18Min: 4.16 / Avg: 4.18 / Max: 4.19Min: 3.92 / Avg: 3.94 / Max: 3.95Min: 4.18 / Avg: 4.19 / Max: 4.19Min: 4.16 / Avg: 4.16 / Max: 4.17Min: 4.49 / Avg: 4.49 / Max: 4.49Min: 3.77 / Avg: 3.8 / Max: 3.84Min: 3.46 / Avg: 3.47 / Max: 3.48Min: 3.68 / Avg: 3.73 / Max: 3.77Min: 3.4 / Avg: 3.41 / Max: 3.41Min: 3.4 / Avg: 3.41 / Max: 3.42Min: 3.41 / Avg: 3.42 / Max: 3.45Min: 3.58 / Avg: 3.59 / Max: 3.6Min: 3.38 / Avg: 3.4 / Max: 3.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.06, 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 +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 36.716.736.857.017.017.256.305.856.155.825.855.886.125.86MIN: 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: 7.38MIN: 6.11 / MAX: 6.59MIN: 5.59 / MAX: 10.87MIN: 5.94 / MAX: 6.41MIN: 5.57 / MAX: 6.24MIN: 5.6 / MAX: 6.5MIN: 5.58 / MAX: 12.45MIN: 5.9 / MAX: 6.51MIN: 5.61 / MAX: 6.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30803691215Min: 6.67 / Avg: 6.71 / Max: 6.75Min: 6.73 / Avg: 6.73 / Max: 6.74Min: 6.78 / Avg: 6.85 / Max: 6.96Min: 6.98 / Avg: 7.01 / Max: 7.03Min: 6.98 / Avg: 7.01 / Max: 7.04Min: 7.24 / Avg: 7.25 / Max: 7.27Min: 6.29 / Avg: 6.3 / Max: 6.32Min: 5.84 / Avg: 5.85 / Max: 5.87Min: 6.13 / Avg: 6.15 / Max: 6.17Min: 5.79 / Avg: 5.82 / Max: 5.84Min: 5.8 / Avg: 5.85 / Max: 5.89Min: 5.86 / Avg: 5.88 / Max: 5.9Min: 6.07 / Avg: 6.12 / Max: 6.16Min: 5.83 / Avg: 5.86 / Max: 5.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30801.1612.3223.4834.6445.805SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 2SE +/- 0.11, N = 3SE +/- 0.13, N = 24.774.834.744.904.905.164.274.154.323.924.104.134.344.10MIN: 4.67 / MAX: 5.06MIN: 4.63 / MAX: 14.6MIN: 4.52 / MAX: 9.57MIN: 4.65 / MAX: 7.98MIN: 4.66 / MAX: 8.68MIN: 4.86 / MAX: 21.65MIN: 4.16 / MAX: 4.55MIN: 3.9 / MAX: 7.31MIN: 4.04 / MAX: 9.9MIN: 3.85 / MAX: 4.41MIN: 3.84 / MAX: 8.44MIN: 3.89 / MAX: 6.1MIN: 4.04 / MAX: 7.74MIN: 3.89 / MAX: 8.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 4.76 / Avg: 4.77 / Max: 4.79Min: 4.82 / Avg: 4.83 / Max: 4.84Min: 4.65 / Avg: 4.74 / Max: 4.89Min: 4.76 / Avg: 4.9 / Max: 5.14Min: 4.76 / Avg: 4.9 / Max: 5.14Min: 4.97 / Avg: 5.16 / Max: 5.4Min: 4.22 / Avg: 4.27 / Max: 4.31Min: 4 / Avg: 4.15 / Max: 4.32Min: 4.16 / Avg: 4.32 / Max: 4.46Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.96 / Avg: 4.1 / Max: 4.29Min: 3.96 / Avg: 4.13 / Max: 4.3Min: 4.12 / Avg: 4.34 / Max: 4.46Min: 3.97 / Avg: 4.1 / Max: 4.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30800.54451.0891.63352.1782.7225SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.422.412.172.242.192.252.372.392.392.372.362.372.342.32MIN: 2.37 / MAX: 10.64MIN: 2.39 / MAX: 3.22MIN: 2.15 / MAX: 2.49MIN: 2.23 / MAX: 2.46MIN: 2.17 / MAX: 2.95MIN: 2.2 / MAX: 2.77MIN: 2.35 / MAX: 2.95MIN: 2.36 / MAX: 2.88MIN: 2.36 / MAX: 2.74MIN: 2.35 / MAX: 2.86MIN: 2.35 / MAX: 2.94MIN: 2.35 / MAX: 3.22MIN: 2.31 / MAX: 3.52MIN: 2.3 / MAX: 3.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRTX 3060NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080246810Min: 2.42 / Avg: 2.42 / Max: 2.43Min: 2.4 / Avg: 2.41 / Max: 2.42Min: 2.16 / Avg: 2.17 / Max: 2.17Min: 2.24 / Avg: 2.24 / Max: 2.25Min: 2.18 / Avg: 2.19 / Max: 2.2Min: 2.22 / Avg: 2.25 / Max: 2.31Min: 2.36 / Avg: 2.37 / Max: 2.38Min: 2.38 / Avg: 2.39 / Max: 2.4Min: 2.37 / Avg: 2.39 / Max: 2.4Min: 2.36 / Avg: 2.37 / Max: 2.38Min: 2.36 / Avg: 2.36 / Max: 2.37Min: 2.36 / Avg: 2.37 / Max: 2.38Min: 2.33 / Avg: 2.34 / Max: 2.34Min: 2.31 / Avg: 2.32 / Max: 2.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080816243240SE +/- 2.63, N = 15SE +/- 2.61, N = 15SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 326.1028.1030.1029.8936.0317.429.7015.699.429.449.4414.3811.24
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080816243240Min: 23.42 / Avg: 26.1 / Max: 62.86Min: 25.46 / Avg: 28.1 / Max: 64.6Min: 29.98 / Avg: 30.1 / Max: 30.2Min: 29.85 / Avg: 29.89 / Max: 29.93Min: 35.98 / Avg: 36.03 / Max: 36.07Min: 17.36 / Avg: 17.42 / Max: 17.45Min: 9.68 / Avg: 9.7 / Max: 9.73Min: 15.68 / Avg: 15.69 / Max: 15.71Min: 9.42 / Avg: 9.42 / Max: 9.43Min: 9.43 / Avg: 9.44 / Max: 9.45Min: 9.39 / Avg: 9.44 / Max: 9.48Min: 14.36 / Avg: 14.38 / Max: 14.39Min: 11.23 / Avg: 11.24 / Max: 11.25

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080306090120150SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 1.24, N = 3SE +/- 1.28, N = 3SE +/- 1.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 373.1089.01146.40142.69146.8752.0529.6145.7128.6128.5128.5642.7633.85
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080306090120150Min: 72.9 / Avg: 73.1 / Max: 73.21Min: 88.54 / Avg: 89.01 / Max: 89.56Min: 144.38 / Avg: 146.4 / Max: 148.65Min: 140.14 / Avg: 142.69 / Max: 144.13Min: 144.79 / Avg: 146.87 / Max: 148.16Min: 51.94 / Avg: 52.05 / Max: 52.16Min: 29.53 / Avg: 29.61 / Max: 29.66Min: 45.61 / Avg: 45.71 / Max: 45.77Min: 28.54 / Avg: 28.61 / Max: 28.65Min: 28.45 / Avg: 28.51 / Max: 28.55Min: 28.46 / Avg: 28.56 / Max: 28.63Min: 42.75 / Avg: 42.76 / Max: 42.78Min: 33.71 / Avg: 33.85 / Max: 34.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30801530456075SE +/- 2.71, N = 15SE +/- 2.69, N = 15SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 356.4552.8559.9760.3069.5639.0019.8033.3018.9919.0019.0131.4422.67
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30801326395265Min: 53.7 / Avg: 56.45 / Max: 94.35Min: 50.02 / Avg: 52.85 / Max: 90.58Min: 59.8 / Avg: 59.97 / Max: 60.1Min: 60.01 / Avg: 60.3 / Max: 60.46Min: 69.36 / Avg: 69.56 / Max: 69.67Min: 38.95 / Avg: 39 / Max: 39.03Min: 19.78 / Avg: 19.8 / Max: 19.81Min: 33.28 / Avg: 33.3 / Max: 33.31Min: 18.99 / Avg: 18.99 / Max: 18.99Min: 18.98 / Avg: 19 / Max: 19.04Min: 18.99 / Avg: 19.01 / Max: 19.05Min: 31.44 / Avg: 31.44 / Max: 31.45Min: 22.65 / Avg: 22.67 / Max: 22.69

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 308010K20K30K40K50KSE +/- 187.36, N = 3SE +/- 219.94, N = 3SE +/- 85.43, N = 3SE +/- 231.75, N = 3SE +/- 157.50, N = 3SE +/- 189.63, N = 3SE +/- 392.62, N = 9SE +/- 83.35, N = 3SE +/- 315.62, N = 3SE +/- 516.79, N = 4SE +/- 524.00, N = 3SE +/- 436.94, N = 4SE +/- 495.84, N = 3272782933530028299702274633746432633144644486438304384937970408521. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1NVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30808K16K24K32K40KMin: 26906 / Avg: 27278 / Max: 27503Min: 28987 / Avg: 29335 / Max: 29742Min: 29858 / Avg: 30027.67 / Max: 30130Min: 29593 / Avg: 29970 / Max: 30392Min: 22587 / Avg: 22746 / Max: 23061Min: 33370 / Avg: 33746 / Max: 33977Min: 41211 / Avg: 43262.89 / Max: 45290Min: 31353 / Avg: 31445.67 / Max: 31612Min: 44035 / Avg: 44486 / Max: 45094Min: 42741 / Avg: 43830 / Max: 45096Min: 42880 / Avg: 43849.33 / Max: 44679Min: 37022 / Avg: 37970 / Max: 39136Min: 39867 / Avg: 40852.33 / Max: 414421. (CXX) g++ options: -O3 -pthread

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPus and render hundreds of thousands of objects in real-time all using GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 30804080120160200SE +/- 0.03, N = 3SE +/- 0.50, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.43, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.44, N = 3SE +/- 0.72, N = 3SE +/- 0.07, N = 3SE +/- 0.50, N = 3110.4114.4101.5103.994.9132.1164.7134.9169.7170.1169.4136.4160.6
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 3080306090120150Min: 110.3 / Avg: 110.37 / Max: 110.4Min: 113.8 / Avg: 114.4 / Max: 115.4Min: 101.3 / Avg: 101.53 / Max: 102Min: 103.5 / Avg: 103.9 / Max: 104.3Min: 94 / Avg: 94.87 / Max: 95.3Min: 131.9 / Avg: 132.1 / Max: 132.4Min: 164.5 / Avg: 164.73 / Max: 164.9Min: 134.5 / Avg: 134.9 / Max: 135.1Min: 169.4 / Avg: 169.67 / Max: 170.1Min: 169.4 / Avg: 170.1 / Max: 170.9Min: 168.4 / Avg: 169.4 / Max: 170.8Min: 136.3 / Avg: 136.37 / Max: 136.5Min: 159.6 / Avg: 160.57 / Max: 161.3

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 308060120180240300SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3149.3149.6139.1138.8116.4188.0262.5201.3269.2269.3269.9212.2248.2
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 3090NVIDIA RTX 30903090RTX 3070 TiRTX 308050100150200250Min: 149 / Avg: 149.27 / Max: 149.5Min: 149.3 / Avg: 149.6 / Max: 149.8Min: 139 / Avg: 139.07 / Max: 139.1Min: 138.6 / Avg: 138.77 / Max: 139Min: 116.3 / Avg: 116.43 / Max: 116.5Min: 187.6 / Avg: 187.97 / Max: 188.5Min: 262.3 / Avg: 262.5 / Max: 262.9Min: 200.8 / Avg: 201.3 / Max: 201.8Min: 268.5 / Avg: 269.23 / Max: 270.2Min: 269.2 / Avg: 269.27 / Max: 269.3Min: 269 / Avg: 269.93 / Max: 271Min: 211.7 / Avg: 212.2 / Max: 212.8Min: 247.8 / Avg: 248.2 / Max: 248.4

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 3080306090120150SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.64, N = 3SE +/- 0.15, N = 3SE +/- 0.35, N = 3SE +/- 0.69, N = 3SE +/- 0.20, N = 3SE +/- 0.42, N = 393.396.786.487.879.5113.5147.6117.3153.3153.3118.7143.1
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 3080306090120150Min: 93.1 / Avg: 93.3 / Max: 93.5Min: 96.3 / Avg: 96.73 / Max: 97Min: 86.3 / Avg: 86.43 / Max: 86.6Min: 87.5 / Avg: 87.83 / Max: 88.2Min: 79.5 / Avg: 79.53 / Max: 79.6Min: 113.1 / Avg: 113.5 / Max: 114.3Min: 146.8 / Avg: 147.63 / Max: 148.9Min: 117 / Avg: 117.27 / Max: 117.5Min: 152.6 / Avg: 153.3 / Max: 153.7Min: 151.9 / Avg: 153.27 / Max: 154.1Min: 118.3 / Avg: 118.7 / Max: 118.9Min: 142.5 / Avg: 143.1 / Max: 143.9

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 308050100150200250SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3120.0121.4112.5112.093.0153.3226.1164.0232.7233.4176.5210.4
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 2560 x 1440 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30804080120160200Min: 119.6 / Avg: 119.97 / Max: 120.3Min: 121.3 / Avg: 121.4 / Max: 121.6Min: 112.3 / Avg: 112.47 / Max: 112.7Min: 111.7 / Avg: 111.97 / Max: 112.3Min: 92.8 / Avg: 92.97 / Max: 93.3Min: 153 / Avg: 153.3 / Max: 153.5Min: 225.8 / Avg: 226.1 / Max: 226.3Min: 163.4 / Avg: 163.97 / Max: 164.3Min: 232.3 / Avg: 232.73 / Max: 233.2Min: 233 / Avg: 233.4 / Max: 233.7Min: 175.9 / Avg: 176.5 / Max: 177Min: 210 / Avg: 210.43 / Max: 211.1

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 3080306090120150SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 372.874.666.567.559.589.8125.893.6130.3130.796.2120.2
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGLNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 308020406080100Min: 72.5 / Avg: 72.83 / Max: 73Min: 74.6 / Avg: 74.63 / Max: 74.7Min: 66.4 / Avg: 66.5 / Max: 66.6Min: 67.5 / Avg: 67.5 / Max: 67.5Min: 59.2 / Avg: 59.47 / Max: 59.7Min: 89.7 / Avg: 89.83 / Max: 90Min: 125.6 / Avg: 125.83 / Max: 126.2Min: 93.1 / Avg: 93.57 / Max: 93.8Min: 130.1 / Avg: 130.27 / Max: 130.5Min: 130.4 / Avg: 130.67 / Max: 130.9Min: 96.2 / Avg: 96.23 / Max: 96.3Min: 120 / Avg: 120.23 / Max: 120.4

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30804080120160200SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 384.083.678.477.864.3108.5173.5116.1178.6178.5128.9158.1
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanNVIDIA RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 3080306090120150Min: 83.9 / Avg: 83.97 / Max: 84Min: 83.5 / Avg: 83.63 / Max: 83.7Min: 78.3 / Avg: 78.37 / Max: 78.5Min: 77.7 / Avg: 77.8 / Max: 77.9Min: 64.2 / Avg: 64.27 / Max: 64.3Min: 108.4 / Avg: 108.47 / Max: 108.5Min: 173.3 / Avg: 173.5 / Max: 173.6Min: 115.9 / Avg: 116.13 / Max: 116.4Min: 178.3 / Avg: 178.6 / Max: 178.8Min: 178.1 / Avg: 178.5 / Max: 178.8Min: 128.6 / Avg: 128.87 / Max: 129.2Min: 158 / Avg: 158.13 / Max: 158.4

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30803691215SE +/- 0.006, N = 3SE +/- 0.028, N = 3SE +/- 0.018, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.016, N = 3SE +/- 0.028, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.008, N = 310.45610.09311.52411.67112.9018.3845.7297.8985.6145.6067.1556.113
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 308048121620Min: 10.45 / Avg: 10.46 / Max: 10.47Min: 10.05 / Avg: 10.09 / Max: 10.15Min: 11.49 / Avg: 11.52 / Max: 11.55Min: 11.66 / Avg: 11.67 / Max: 11.69Min: 12.9 / Avg: 12.9 / Max: 12.91Min: 8.35 / Avg: 8.38 / Max: 8.4Min: 5.68 / Avg: 5.73 / Max: 5.77Min: 7.88 / Avg: 7.9 / Max: 7.91Min: 5.61 / Avg: 5.61 / Max: 5.62Min: 5.6 / Avg: 5.61 / Max: 5.63Min: 7.14 / Avg: 7.16 / Max: 7.17Min: 6.1 / Avg: 6.11 / Max: 6.13

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 308020406080100SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 368.1663.8875.6976.6886.3651.3029.8147.0528.7428.7341.3032.85
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30801632486480Min: 68.03 / Avg: 68.16 / Max: 68.27Min: 63.79 / Avg: 63.88 / Max: 63.93Min: 75.48 / Avg: 75.69 / Max: 75.86Min: 76.53 / Avg: 76.68 / Max: 76.8Min: 86.15 / Avg: 86.36 / Max: 86.49Min: 51.2 / Avg: 51.3 / Max: 51.35Min: 29.76 / Avg: 29.81 / Max: 29.87Min: 46.94 / Avg: 47.05 / Max: 47.11Min: 28.68 / Avg: 28.74 / Max: 28.81Min: 28.62 / Avg: 28.73 / Max: 28.8Min: 41.2 / Avg: 41.3 / Max: 41.42Min: 32.7 / Avg: 32.84 / Max: 32.93

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

Scale: 2x - Denoise: 3 - TAA: No

RTX 3060: Test failed to run.

RTX 2070 SUPER: Test failed to run.

RTX 2070: Test failed to run.

RTX 2060 SUPER: Test failed to run.

RTX 2060: Test failed to run.

RTX 3060Ti: Test failed to run.

RTX 3080Ti: Test failed to run.

RTX 3070: Test failed to run.

RTX 3090: Test failed to run.

3090: Test failed to run.

RTX 3070 Ti: Test failed to run.

RTX 3080: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30801.31492.62983.94475.25966.5745SE +/- 0.008, N = 3SE +/- 0.001, N = 3SE +/- 0.016, N = 3SE +/- 0.007, N = 3SE +/- 0.024, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 34.9784.8485.3535.3175.8444.2873.3554.1233.3143.3103.8203.444
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 3080246810Min: 4.97 / Avg: 4.98 / Max: 4.99Min: 4.85 / Avg: 4.85 / Max: 4.85Min: 5.33 / Avg: 5.35 / Max: 5.38Min: 5.31 / Avg: 5.32 / Max: 5.33Min: 5.8 / Avg: 5.84 / Max: 5.88Min: 4.27 / Avg: 4.29 / Max: 4.29Min: 3.35 / Avg: 3.36 / Max: 3.36Min: 4.11 / Avg: 4.12 / Max: 4.13Min: 3.31 / Avg: 3.31 / Max: 3.33Min: 3.31 / Avg: 3.31 / Max: 3.32Min: 3.81 / Avg: 3.82 / Max: 3.83Min: 3.43 / Avg: 3.44 / Max: 3.46

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30800.03790.07580.11370.15160.1895SE +/- 0.00015, N = 3SE +/- 0.00012, N = 3SE +/- 0.00047, N = 3SE +/- 0.00063, N = 3SE +/- 0.00014, N = 3SE +/- 0.00006, N = 3SE +/- 0.00009, N = 3SE +/- 0.00094, N = 3SE +/- 0.00103, N = 3SE +/- 0.00003, N = 3SE +/- 0.00009, N = 3SE +/- 0.00140, N = 30.152370.140200.152870.154760.168560.128300.119580.127260.120010.119510.124150.12250
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 308012345Min: 0.15 / Avg: 0.15 / Max: 0.15Min: 0.14 / Avg: 0.14 / Max: 0.14Min: 0.15 / Avg: 0.15 / Max: 0.15Min: 0.15 / Avg: 0.15 / Max: 0.16Min: 0.17 / Avg: 0.17 / Max: 0.17Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.13

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30808K16K24K32K40KSE +/- 125.30, N = 3SE +/- 129.25, N = 3SE +/- 144.05, N = 3SE +/- 87.16, N = 3SE +/- 59.29, N = 3SE +/- 168.30, N = 3SE +/- 111.06, N = 3SE +/- 232.47, N = 3SE +/- 412.81, N = 3SE +/- 278.45, N = 3SE +/- 231.99, N = 3SE +/- 230.16, N = 32223621079176741748414473303713844432980390013868735401381031. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30807K14K21K28K35KMin: 21996 / Avg: 22236.33 / Max: 22418Min: 20936 / Avg: 21079 / Max: 21337Min: 17424 / Avg: 17674 / Max: 17923Min: 17311 / Avg: 17484 / Max: 17589Min: 14385 / Avg: 14473.33 / Max: 14586Min: 30157 / Avg: 30371 / Max: 30703Min: 38234 / Avg: 38443.67 / Max: 38612Min: 32607 / Avg: 32980.33 / Max: 33407Min: 38406 / Avg: 39000.67 / Max: 39794Min: 38323 / Avg: 38687 / Max: 39234Min: 35125 / Avg: 35401 / Max: 35862Min: 37847 / Avg: 38102.67 / Max: 385621. (CXX) g++ options: -flto -pthread

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30806001200180024003000SE +/- 1.67, N = 3SE +/- 1.45, N = 3SE +/- 0.88, N = 3SE +/- 2.40, N = 3SE +/- 6.06, N = 3SE +/- 1.00, N = 3SE +/- 3.00, N = 3SE +/- 8.88, N = 3SE +/- 1.76, N = 3SE +/- 4.73, N = 3120710557988267331716285018802928291720342446
OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060RTX 3060TiRTX 3080TiRTX 3070RTX 30903090RTX 3070 TiRTX 30805001000150020002500Min: 795 / Avg: 798.33 / Max: 800Min: 823 / Avg: 825.67 / Max: 828Min: 731 / Avg: 732.67 / Max: 734Min: 1711 / Avg: 1715.67 / Max: 1719Min: 2840 / Avg: 2850.33 / Max: 2861Min: 1879 / Avg: 1880 / Max: 1882Min: 2922 / Avg: 2928 / Max: 2931Min: 2899 / Avg: 2916.67 / Max: 2927Min: 2031 / Avg: 2033.67 / Max: 2037Min: 2439 / Avg: 2446 / Max: 2455