Radeon RDNA2 Vulkan Compute

Tests for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2108073-IB-VULKANCOM38
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NVIDIA GPU Compute 6 Tests
Vulkan Compute 6 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
August 02 2021
  1 Hour, 14 Minutes
GTX 1660 SUPER
August 02 2021
  2 Hours, 19 Minutes
RTX 2060
August 01 2021
  2 Hours, 11 Minutes
RTX 2060 SUPER
July 31 2021
  1 Hour, 49 Minutes
RTX 2070 SUPER
August 02 2021
  2 Hours, 8 Minutes
RTX 3060
July 30 2021
  2 Hours, 2 Minutes
RTX 3060 Ti
August 02 2021
  2 Hours, 10 Minutes
RTX 3070
July 31 2021
  1 Hour, 49 Minutes
RTX 3070 Ti
July 31 2021
  2 Hours, 17 Minutes
RTX 3080
August 01 2021
  1 Hour, 29 Minutes
RTX 3080 Ti
July 31 2021
  2 Hours, 5 Minutes
RTX 3090
July 30 2021
  2 Hours, 28 Minutes
RX 590
August 06 2021
  50 Minutes
RX Vega 56
August 05 2021
  1 Hour, 47 Minutes
Radeon VII
August 05 2021
  2 Hours, 15 Minutes
RX 5500 XT
August 05 2021
  2 Hours, 1 Minute
RX 5600 XT
August 03 2021
  1 Hour, 29 Minutes
RX 5700 XT
August 05 2021
  1 Hour, 57 Minutes
RX 6600 XT
August 03 2021
  1 Hour, 48 Minutes
RX 6700 XT
August 04 2021
  1 Hour, 40 Minutes
RX 6800
August 04 2021
  1 Hour, 12 Minutes
RX 6800 XT
August 04 2021
  2 Hours, 3 Minutes
Invert Hiding All Results Option
  1 Hour, 52 Minutes

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Radeon RDNA2 Vulkan ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XTAMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3501 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce GTX 1060 6GBNVIDIA GP106 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.045.11.0-25-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11NVIDIA 470.57.024.6.01.2.175GCC 10.3.0ext43840x2160eVGA NVIDIA GeForce GTX 1660 SUPER 6GBNVIDIA TU116 HD AudioNVIDIA GeForce RTX 2060 6GBNVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA TU104 HD AudioeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA Device 228eNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GA104 HD AudioNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBSapphire AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1560/2100MHz)AMD Ellesmere HDMI Audio5.14.0-051400rc4daily20210802-generic (x86_64) 20210801X Server 1.20.11 + Wayland4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1)1.2.185AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioAMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 HDMI AudioGigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz)AMD Navi 10 HDMI AudioSapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 23 8GB (2900/1000MHz)AMD Device ab28AMD Navi 22 12GB (2855/1000MHz)AMD Radeon RX 6800/6800 XT / 6900 16GB (2475/1000MHz)AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --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 -vProcessor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XTResult OverviewPhoronix Test Suite100%247%393%540%687%VkResamplevkpeakRealSR-NCNNWaifu2x-NCNN VulkanNCNN

Radeon RDNA2 Vulkan Computevkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int16-scalarvkpeak: int16-vec4realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesvkfft: vkresample: 2x - Singlencnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - squeezenet_ssdGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT4693.114683.98150.59150.3719.842143.3409.3531487649.4677.877.855516.575500.555479.5210733.52172.58172.513606.834715.6116.932119.4327.0862134329.7155.505.777339.697332.647323.4314302.39227.95228.394798.596339.5912.75685.8385.8552345327.2184.595.408340.928327.408324.2916298.10259.78259.255452.737224.2411.53776.0795.3092945422.1564.255.469835.369848.449860.8419279.23307.18307.836453.718582.229.98063.2414.8273009119.4234.035.036828.979050.406856.6513321.22213.30213.254511.996000.3210.51167.9274.9762734523.1574.285.009738.8812873.439727.1418872.82304.12304.896402.978491.188.40151.0354.2733358617.6593.864.5111550.6015256.8911546.6422416.29360.15362.267599.7610081.357.95747.6334.1793225317.8514.014.7511744.8115575.9211786.2222914.41368.14367.897732.5610244.567.12940.9753.8113792913.5583.704.6117234.9622849.1317223.7733493.94537.00538.3511298.4714579.756.11332.6353.4354202211.2563.504.1219733.6726140.9719620.9738186.65613.48615.2012913.3916293.695.73029.5683.352438969.5423.594.3320908.5927576.4620775.5940573.04653.58650.9113672.1116924.615.59228.3933.292444859.2943.574.366941.286680.26298.18298.1813.98198.0358.11534.4467.235.9410040.709106.579587.579496.70446.52447.105229.824798.189.17360.0816.89612.0536.465.4113262.8713074.156729.386681.821705.861721.316814.786647.726.64239.9265.8567.2016.225.545155.265109.365162.445157.15162.60162.122584.632587.3415.009106.0947.76133.7176.194.718067.037998.538079.238065.09254.06253.964037.924039.0112.16583.4866.41520.3445.434.249945.869955.4910197.529944.68321.69321.965119.985094.058.81757.1835.42914.5324.884.1710752.0710681.7410757.6110755.91341.75341.955399.645404.4612.45286.2765.27414.3954.253.9713040.0513014.8513132.8113092.99422.72423.206610.466621.366.70640.0123.92411.6444.073.6417533.6717367.8117495.8017469.7553.71554.038747.728770.705.64631.5293.4828.3533.623.7722230.0821822.0122066.9021778.95702.43705.5211009.7811057.785.58930.3183.3287.8853.474.70OpenBenchmarking.org

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarGTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT5K10K15K20K25KSE +/- 4.69, N = 3SE +/- 3.32, N = 3SE +/- 12.10, N = 3SE +/- 56.59, N = 3SE +/- 82.32, N = 3SE +/- 50.39, N = 3SE +/- 6.63, N = 3SE +/- 38.46, N = 3SE +/- 31.94, N = 3SE +/- 36.30, N = 3SE +/- 70.45, N = 3SE +/- 130.18, N = 3SE +/- 140.43, N = 3SE +/- 86.46, N = 3SE +/- 28.07, N = 3SE +/- 1.15, N = 3SE +/- 4.30, N = 3SE +/- 87.56, N = 3SE +/- 7.61, N = 3SE +/- 26.26, N = 3SE +/- 38.03, N = 3SE +/- 175.46, N = 34677.946943.755516.577339.698340.929835.366828.979738.8811550.6011744.8117234.9619733.6720908.5910040.7013262.875155.268067.039945.8610752.0713040.0517533.6722230.08
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarGTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT4K8K12K16K20KMin: 4668.57 / Avg: 4677.94 / Max: 4682.69Min: 6939.93 / Avg: 6943.75 / Max: 6950.37Min: 5504.39 / Avg: 5516.57 / Max: 5540.77Min: 7282.89 / Avg: 7339.69 / Max: 7452.87Min: 8253.76 / Avg: 8340.92 / Max: 8505.47Min: 9784.81 / Avg: 9835.36 / Max: 9936.15Min: 6815.74 / Avg: 6828.97 / Max: 6836.24Min: 9684.63 / Avg: 9738.88 / Max: 9813.22Min: 11488.52 / Avg: 11550.6 / Max: 11594.65Min: 11701.37 / Avg: 11744.81 / Max: 11816.91Min: 17128.81 / Avg: 17234.96 / Max: 17368.27Min: 19601.13 / Avg: 19733.67 / Max: 19994.02Min: 20730.39 / Avg: 20908.59 / Max: 21185.69Min: 9940.4 / Avg: 10040.7 / Max: 10212.83Min: 13208.56 / Avg: 13262.87 / Max: 13302.36Min: 5152.96 / Avg: 5155.26 / Max: 5156.41Min: 8058.43 / Avg: 8067.03 / Max: 8071.73Min: 9856.99 / Avg: 9945.86 / Max: 10120.97Min: 10743.38 / Avg: 10752.07 / Max: 10767.24Min: 13012.07 / Avg: 13040.05 / Max: 13092.54Min: 17494.85 / Avg: 17533.67 / Max: 17609.73Min: 21994.48 / Avg: 22230.08 / Max: 22573.1

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4GTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT6K12K18K24K30KSE +/- 0.09, N = 3SE +/- 3.36, N = 3SE +/- 13.44, N = 3SE +/- 38.24, N = 3SE +/- 58.84, N = 3SE +/- 49.49, N = 3SE +/- 11.01, N = 3SE +/- 25.16, N = 3SE +/- 15.51, N = 3SE +/- 38.07, N = 3SE +/- 113.98, N = 3SE +/- 192.34, N = 3SE +/- 182.18, N = 3SE +/- 33.82, N = 3SE +/- 69.39, N = 3SE +/- 0.80, N = 3SE +/- 3.43, N = 3SE +/- 49.52, N = 3SE +/- 5.68, N = 3SE +/- 7.89, N = 3SE +/- 5.91, N = 3SE +/- 107.93, N = 34688.476678.765500.557332.648327.409848.449050.4012873.4315256.8915575.9222849.1326140.9727576.469106.5713074.155109.367998.539955.4910681.7413014.8517367.8121822.01
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4GTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT5K10K15K20K25KMin: 4688.29 / Avg: 4688.47 / Max: 4688.58Min: 6675.35 / Avg: 6678.76 / Max: 6685.49Min: 5473.67 / Avg: 5500.55 / Max: 5513.99Min: 7294.38 / Avg: 7332.64 / Max: 7409.11Min: 8267.14 / Avg: 8327.4 / Max: 8445.07Min: 9798.91 / Avg: 9848.44 / Max: 9947.42Min: 9034.67 / Avg: 9050.4 / Max: 9071.6Min: 12843.92 / Avg: 12873.43 / Max: 12923.48Min: 15239.96 / Avg: 15256.89 / Max: 15287.87Min: 15523.25 / Avg: 15575.92 / Max: 15649.87Min: 22733.56 / Avg: 22849.13 / Max: 23077.08Min: 25910.07 / Avg: 26140.97 / Max: 26522.87Min: 27394.03 / Avg: 27576.46 / Max: 27940.82Min: 9062.03 / Avg: 9106.57 / Max: 9172.92Min: 12939.81 / Avg: 13074.15 / Max: 13171.47Min: 5107.77 / Avg: 5109.36 / Max: 5110.34Min: 7991.67 / Avg: 7998.53 / Max: 8002.13Min: 9895.05 / Avg: 9955.49 / Max: 10053.65Min: 10674.77 / Avg: 10681.74 / Max: 10693Min: 12999.3 / Avg: 13014.85 / Max: 13024.94Min: 17359.12 / Avg: 17367.81 / Max: 17379.08Min: 21687.64 / Avg: 21822.01 / Max: 22035.49

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarGTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT5K10K15K20K25KSE +/- 0.07, N = 3SE +/- 18.95, N = 3SE +/- 46.80, N = 3SE +/- 48.08, N = 3SE +/- 7.06, N = 3SE +/- 3.67, N = 3SE +/- 12.82, N = 3SE +/- 32.02, N = 3SE +/- 51.73, N = 3SE +/- 105.47, N = 3SE +/- 65.37, N = 3SE +/- 33.88, N = 3SE +/- 28.65, N = 3SE +/- 0.42, N = 3SE +/- 1.84, N = 3SE +/- 21.72, N = 3SE +/- 3.07, N = 3SE +/- 7.33, N = 3SE +/- 8.83, N = 3SE +/- 89.69, N = 35479.527323.438324.299860.846856.659727.1411546.6411786.2217223.7719620.9720775.599587.576729.385162.448079.2310197.5210757.6113132.8117495.8022066.90
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarGTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT4K8K12K16K20KMin: 5479.42 / Avg: 5479.52 / Max: 5479.65Min: 7304.44 / Avg: 7323.43 / Max: 7361.32Min: 8277.29 / Avg: 8324.29 / Max: 8417.89Min: 9812.73 / Avg: 9860.84 / Max: 9957Min: 6842.54 / Avg: 6856.65 / Max: 6863.87Min: 9723.26 / Avg: 9727.14 / Max: 9734.48Min: 11533.79 / Avg: 11546.64 / Max: 11572.27Min: 11747.19 / Avg: 11786.22 / Max: 11849.7Min: 17160.66 / Avg: 17223.77 / Max: 17326.33Min: 19515.46 / Avg: 19620.97 / Max: 19831.91Min: 20706.9 / Avg: 20775.59 / Max: 20906.28Min: 9543.75 / Avg: 9587.57 / Max: 9654.25Min: 6672.27 / Avg: 6729.38 / Max: 6761.92Min: 5161.75 / Avg: 5162.44 / Max: 5163.21Min: 8075.63 / Avg: 8079.23 / Max: 8081.7Min: 10154.51 / Avg: 10197.52 / Max: 10224.32Min: 10751.47 / Avg: 10757.61 / Max: 10760.78Min: 13118.18 / Avg: 13132.81 / Max: 13141.05Min: 17478.15 / Avg: 17495.8 / Max: 17505.26Min: 21943.01 / Avg: 22066.9 / Max: 22241.2

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT9K18K27K36K45KSE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 82.12, N = 3SE +/- 49.71, N = 3SE +/- 12.50, N = 3SE +/- 32.86, N = 3SE +/- 10.53, N = 3SE +/- 64.67, N = 3SE +/- 103.38, N = 3SE +/- 99.05, N = 3SE +/- 147.93, N = 3SE +/- 28.02, N = 3SE +/- 8.58, N = 3SE +/- 0.33, N = 3SE +/- 1.11, N = 3SE +/- 74.64, N = 3SE +/- 4.72, N = 3SE +/- 1.97, N = 3SE +/- 9.97, N = 3SE +/- 36.07, N = 310733.5214302.3916298.1019279.2313321.2218872.8222416.2922914.4133493.9438186.6540573.049496.706681.825157.158065.099944.6810755.9113092.9917469.7021778.95
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT7K14K21K28K35KMin: 10733.39 / Avg: 10733.52 / Max: 10733.63Min: 14302.26 / Avg: 14302.39 / Max: 14302.49Min: 16215.82 / Avg: 16298.1 / Max: 16462.35Min: 19229.52 / Avg: 19279.23 / Max: 19378.64Min: 13296.23 / Avg: 13321.22 / Max: 13334.18Min: 18807.11 / Avg: 18872.82 / Max: 18906.26Min: 22395.24 / Avg: 22416.29 / Max: 22426.91Min: 22836.17 / Avg: 22914.41 / Max: 23042.72Min: 33372.39 / Avg: 33493.94 / Max: 33699.57Min: 38087.44 / Avg: 38186.65 / Max: 38384.74Min: 40418.91 / Avg: 40573.04 / Max: 40868.82Min: 9461.44 / Avg: 9496.7 / Max: 9552.05Min: 6664.73 / Avg: 6681.82 / Max: 6691.75Min: 5156.81 / Avg: 5157.15 / Max: 5157.81Min: 8063.06 / Avg: 8065.09 / Max: 8066.88Min: 9859.83 / Avg: 9944.68 / Max: 10093.48Min: 10746.56 / Avg: 10755.91 / Max: 10761.72Min: 13090.01 / Avg: 13092.99 / Max: 13096.71Min: 17450 / Avg: 17469.67 / Max: 17482.4Min: 21738.27 / Avg: 21778.95 / Max: 21850.89

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarGTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT400800120016002000SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.34, N = 3SE +/- 0.30, N = 3SE +/- 0.41, N = 3SE +/- 0.75, N = 3SE +/- 0.48, N = 3SE +/- 1.45, N = 3SE +/- 1.59, N = 3SE +/- 2.16, N = 3SE +/- 2.50, N = 3SE +/- 1.54, N = 3SE +/- 2.46, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 2.70, N = 3150.76298.17172.58227.95259.78307.18213.30304.12360.15368.14537.00613.48653.58446.521705.86162.60254.06321.69341.75422.72553.71702.43
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarGTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT30060090012001500Min: 150.76 / Avg: 150.76 / Max: 150.77Min: 298.14 / Avg: 298.17 / Max: 298.18Min: 172.53 / Avg: 172.58 / Max: 172.61Min: 227.89 / Avg: 227.95 / Max: 227.99Min: 258.44 / Avg: 259.78 / Max: 262.47Min: 306.88 / Avg: 307.18 / Max: 307.78Min: 212.56 / Avg: 213.3 / Max: 213.96Min: 302.63 / Avg: 304.12 / Max: 304.87Min: 359.2 / Avg: 360.15 / Max: 360.64Min: 365.75 / Avg: 368.14 / Max: 370.77Min: 533.96 / Avg: 537 / Max: 539.33Min: 611.31 / Avg: 613.48 / Max: 617.79Min: 650.96 / Avg: 653.58 / Max: 658.58Min: 444.63 / Avg: 446.52 / Max: 449.57Min: 1701 / Avg: 1705.86 / Max: 1708.94Min: 162.59 / Avg: 162.6 / Max: 162.62Min: 253.95 / Avg: 254.06 / Max: 254.12Min: 320.89 / Avg: 321.69 / Max: 322.13Min: 341.7 / Avg: 341.75 / Max: 341.84Min: 422.54 / Avg: 422.72 / Max: 422.83Min: 553.46 / Avg: 553.71 / Max: 553.85Min: 697.03 / Avg: 702.43 / Max: 705.2

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4GTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT400800120016002000SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.59, N = 3SE +/- 1.35, N = 3SE +/- 0.94, N = 2SE +/- 0.70, N = 2SE +/- 0.00, N = 2SE +/- 1.33, N = 3SE +/- 1.17, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 2SE +/- 1.30, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 2SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.52, N = 3150.58298.19172.51228.39259.25307.83213.25304.89362.26367.89538.35615.20650.91447.101721.31162.12253.96321.96341.95423.20554.03705.52
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4GTX 1060RX 590GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT30060090012001500Min: 150.52 / Avg: 150.58 / Max: 150.7Min: 298.18 / Avg: 298.19 / Max: 298.19Min: 172.37 / Avg: 172.51 / Max: 172.61Min: 227.79 / Avg: 228.39 / Max: 229.58Min: 257.9 / Avg: 259.25 / Max: 261.94Min: 306.89 / Avg: 307.83 / Max: 308.77Min: 212.55 / Avg: 213.25 / Max: 213.95Min: 304.88 / Avg: 304.89 / Max: 304.89Min: 359.62 / Avg: 362.26 / Max: 363.82Min: 537.12 / Avg: 538.35 / Max: 540.68Min: 614.91 / Avg: 615.2 / Max: 615.54Min: 650.63 / Avg: 650.91 / Max: 651.18Min: 445.51 / Avg: 447.1 / Max: 449.69Min: 1721.11 / Avg: 1721.31 / Max: 1721.65Min: 162.09 / Avg: 162.12 / Max: 162.15Min: 253.83 / Avg: 253.96 / Max: 254.08Min: 321.91 / Avg: 321.96 / Max: 322.02Min: 341.91 / Avg: 341.95 / Max: 342.01Min: 422.93 / Avg: 423.2 / Max: 423.36Min: 553.71 / Avg: 554.03 / Max: 554.64Min: 704.89 / Avg: 705.52 / Max: 706.55

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarGTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3K6K9K12K15KSE +/- 8.46, N = 3SE +/- 0.34, N = 3SE +/- 14.16, N = 3SE +/- 6.43, N = 3SE +/- 0.12, N = 3SE +/- 9.95, N = 3SE +/- 18.22, N = 3SE +/- 0.12, N = 3SE +/- 3.30, N = 3SE +/- 0.55, N = 3SE +/- 19.61, N = 3SE +/- 12.37, N = 3SE +/- 31.17, N = 3SE +/- 0.41, N = 3SE +/- 0.29, N = 3SE +/- 1.20, N = 3SE +/- 0.24, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 32.49, N = 33606.834798.595452.736453.714511.996402.977599.767732.5611298.4712913.3913672.115229.826814.782584.634037.925119.985399.646610.468747.7211009.78
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarGTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT2K4K6K8K10KMin: 3598.37 / Avg: 3606.83 / Max: 3623.75Min: 4797.92 / Avg: 4798.59 / Max: 4798.98Min: 5438.54 / Avg: 5452.73 / Max: 5481.05Min: 6447.26 / Avg: 6453.71 / Max: 6466.57Min: 4511.82 / Avg: 4511.99 / Max: 4512.23Min: 6392.38 / Avg: 6402.97 / Max: 6422.85Min: 7581.49 / Avg: 7599.76 / Max: 7636.21Min: 7732.31 / Avg: 7732.56 / Max: 7732.71Min: 11291.9 / Avg: 11298.47 / Max: 11302.34Min: 12912.64 / Avg: 12913.39 / Max: 12914.46Min: 13652.3 / Avg: 13672.11 / Max: 13711.33Min: 5217.39 / Avg: 5229.82 / Max: 5254.55Min: 6774.37 / Avg: 6814.78 / Max: 6876.09Min: 2583.93 / Avg: 2584.63 / Max: 2585.36Min: 4037.36 / Avg: 4037.92 / Max: 4038.3Min: 5117.8 / Avg: 5119.98 / Max: 5121.94Min: 5399.26 / Avg: 5399.64 / Max: 5400.09Min: 6608.53 / Avg: 6610.46 / Max: 6611.55Min: 8745.11 / Avg: 8747.72 / Max: 8751.27Min: 10947.14 / Avg: 11009.78 / Max: 11056.06

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT4K8K12K16K20KSE +/- 3.94, N = 3SE +/- 1.20, N = 3SE +/- 18.40, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 6.70, N = 3SE +/- 0.76, N = 3SE +/- 18.63, N = 3SE +/- 3.49, N = 3SE +/- 40.59, N = 3SE +/- 41.48, N = 3SE +/- 7.53, N = 3SE +/- 15.96, N = 3SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 13.77, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 3SE +/- 1.58, N = 3SE +/- 27.86, N = 34715.616339.597224.248582.226000.328491.1810081.3510244.5614579.7516293.6916924.614798.186647.722587.344039.015094.055404.466621.368770.7011057.78
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3K6K9K12K15KMin: 4707.84 / Avg: 4715.61 / Max: 4720.69Min: 6338.34 / Avg: 6339.59 / Max: 6341.98Min: 7187.47 / Avg: 7224.24 / Max: 7243.77Min: 8581.92 / Avg: 8582.22 / Max: 8582.39Min: 5999.94 / Avg: 6000.32 / Max: 6000.53Min: 8478.38 / Avg: 8491.18 / Max: 8501Min: 10079.86 / Avg: 10081.35 / Max: 10082.36Min: 10207.73 / Avg: 10244.56 / Max: 10267.83Min: 14576.08 / Avg: 14579.75 / Max: 14586.73Min: 16212.6 / Avg: 16293.69 / Max: 16337.5Min: 16882.8 / Avg: 16924.61 / Max: 17007.57Min: 4788.25 / Avg: 4798.18 / Max: 4812.95Min: 6616.62 / Avg: 6647.72 / Max: 6669.53Min: 2587.17 / Avg: 2587.34 / Max: 2587.62Min: 4038.58 / Avg: 4039.01 / Max: 4039.23Min: 5077.32 / Avg: 5094.05 / Max: 5121.35Min: 5404.25 / Avg: 5404.46 / Max: 5404.69Min: 6620.71 / Avg: 6621.36 / Max: 6621.71Min: 8768.73 / Avg: 8770.7 / Max: 8773.82Min: 11002.93 / Avg: 11057.78 / Max: 11093.73

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: NoGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT510152025SE +/- 0.016, N = 3SE +/- 0.022, N = 3SE +/- 0.026, N = 4SE +/- 0.018, N = 4SE +/- 0.013, N = 5SE +/- 0.017, N = 5SE +/- 0.015, N = 5SE +/- 0.008, N = 6SE +/- 0.020, N = 6SE +/- 0.016, N = 7SE +/- 0.017, N = 7SE +/- 0.019, N = 7SE +/- 0.022, N = 4SE +/- 0.028, N = 5SE +/- 0.011, N = 6SE +/- 0.018, N = 4SE +/- 0.004, N = 4SE +/- 0.012, N = 5SE +/- 0.024, N = 4SE +/- 0.011, N = 6SE +/- 0.013, N = 7SE +/- 0.023, N = 719.84216.93212.75611.5379.98010.5118.4017.9577.1296.1135.7305.59213.9819.1736.64215.00912.1658.81712.4526.7065.6465.589
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT510152025Min: 19.82 / Avg: 19.84 / Max: 19.87Min: 16.89 / Avg: 16.93 / Max: 16.97Min: 12.71 / Avg: 12.76 / Max: 12.83Min: 11.49 / Avg: 11.54 / Max: 11.57Min: 9.94 / Avg: 9.98 / Max: 10.02Min: 10.45 / Avg: 10.51 / Max: 10.55Min: 8.37 / Avg: 8.4 / Max: 8.45Min: 7.93 / Avg: 7.96 / Max: 7.98Min: 7.05 / Avg: 7.13 / Max: 7.19Min: 6.06 / Avg: 6.11 / Max: 6.19Min: 5.69 / Avg: 5.73 / Max: 5.8Min: 5.53 / Avg: 5.59 / Max: 5.66Min: 13.95 / Avg: 13.98 / Max: 14.05Min: 9.09 / Avg: 9.17 / Max: 9.26Min: 6.62 / Avg: 6.64 / Max: 6.68Min: 14.98 / Avg: 15.01 / Max: 15.06Min: 12.16 / Avg: 12.16 / Max: 12.18Min: 8.78 / Avg: 8.82 / Max: 8.86Min: 12.43 / Avg: 12.45 / Max: 12.52Min: 6.68 / Avg: 6.71 / Max: 6.75Min: 5.6 / Avg: 5.65 / Max: 5.72Min: 5.54 / Avg: 5.59 / Max: 5.72

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT306090120150SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3143.34119.4385.8476.0863.2467.9351.0447.6340.9832.6429.5728.3998.0460.0839.93106.0983.4957.1886.2840.0131.5330.32
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT306090120150Min: 143.04 / Avg: 143.34 / Max: 143.5Min: 119.28 / Avg: 119.43 / Max: 119.55Min: 85.57 / Avg: 85.84 / Max: 86.06Min: 75.6 / Avg: 76.08 / Max: 76.37Min: 62.88 / Avg: 63.24 / Max: 63.56Min: 67.83 / Avg: 67.93 / Max: 67.98Min: 50.87 / Avg: 51.04 / Max: 51.17Min: 47.51 / Avg: 47.63 / Max: 47.73Min: 40.84 / Avg: 40.98 / Max: 41.08Min: 32.46 / Avg: 32.64 / Max: 32.76Min: 29.43 / Avg: 29.57 / Max: 29.67Min: 28.31 / Avg: 28.39 / Max: 28.43Min: 98 / Avg: 98.04 / Max: 98.06Min: 60.08 / Avg: 60.08 / Max: 60.09Min: 39.89 / Avg: 39.93 / Max: 39.95Min: 106.07 / Avg: 106.09 / Max: 106.12Min: 83.48 / Avg: 83.49 / Max: 83.5Min: 57.16 / Avg: 57.18 / Max: 57.21Min: 86.27 / Avg: 86.28 / Max: 86.29Min: 39.97 / Avg: 40.01 / Max: 40.04Min: 31.52 / Avg: 31.53 / Max: 31.54Min: 30.26 / Avg: 30.32 / Max: 30.38

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.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3691215SE +/- 0.012, N = 5SE +/- 0.012, N = 6SE +/- 0.010, N = 7SE +/- 0.007, N = 7SE +/- 0.004, N = 8SE +/- 0.006, N = 7SE +/- 0.005, N = 8SE +/- 0.007, N = 8SE +/- 0.002, N = 8SE +/- 0.004, N = 9SE +/- 0.002, N = 9SE +/- 0.004, N = 9SE +/- 0.008, N = 6SE +/- 0.006, N = 6SE +/- 0.007, N = 7SE +/- 0.027, N = 6SE +/- 0.030, N = 6SE +/- 0.078, N = 12SE +/- 0.005, N = 7SE +/- 0.005, N = 8SE +/- 0.004, N = 9SE +/- 0.009, N = 99.3537.0865.8555.3094.8274.9764.2734.1793.8113.4353.3523.2928.1156.8965.8567.7616.4155.4295.2743.9243.4823.328
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3691215Min: 9.34 / Avg: 9.35 / Max: 9.4Min: 7.06 / Avg: 7.09 / Max: 7.14Min: 5.8 / Avg: 5.86 / Max: 5.88Min: 5.28 / Avg: 5.31 / Max: 5.33Min: 4.81 / Avg: 4.83 / Max: 4.85Min: 4.95 / Avg: 4.98 / Max: 5Min: 4.26 / Avg: 4.27 / Max: 4.3Min: 4.16 / Avg: 4.18 / Max: 4.21Min: 3.8 / Avg: 3.81 / Max: 3.82Min: 3.42 / Avg: 3.44 / Max: 3.46Min: 3.34 / Avg: 3.35 / Max: 3.36Min: 3.28 / Avg: 3.29 / Max: 3.31Min: 8.09 / Avg: 8.11 / Max: 8.15Min: 6.89 / Avg: 6.9 / Max: 6.93Min: 5.84 / Avg: 5.86 / Max: 5.9Min: 7.68 / Avg: 7.76 / Max: 7.86Min: 6.33 / Avg: 6.42 / Max: 6.5Min: 5.18 / Avg: 5.43 / Max: 5.96Min: 5.26 / Avg: 5.27 / Max: 5.3Min: 3.91 / Avg: 3.92 / Max: 3.96Min: 3.48 / Avg: 3.48 / Max: 3.52Min: 3.29 / Avg: 3.33 / Max: 3.36

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 1.1.1GTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309010K20K30K40K50KSE +/- 122.74, N = 3SE +/- 113.23, N = 3SE +/- 296.25, N = 3SE +/- 208.18, N = 3SE +/- 273.14, N = 3SE +/- 438.67, N = 3SE +/- 424.66, N = 3SE +/- 327.03, N = 9SE +/- 587.13, N = 3SE +/- 525.66, N = 3SE +/- 565.51, N = 91487621343234532945430091273453358632253379294202243896444851. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1GTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KMin: 21099 / Avg: 21343.33 / Max: 21486Min: 23227 / Avg: 23453.33 / Max: 23573Min: 29062 / Avg: 29454.33 / Max: 30035Min: 29701 / Avg: 30091.33 / Max: 30412Min: 26799 / Avg: 27344.67 / Max: 27640Min: 32743 / Avg: 33586 / Max: 34218Min: 31541 / Avg: 32253 / Max: 33010Min: 36620 / Avg: 37929.11 / Max: 39416Min: 41156 / Avg: 42022.33 / Max: 43142Min: 43045 / Avg: 43895.67 / Max: 44856Min: 41571 / Avg: 44484.78 / Max: 470211. (CXX) g++ options: -O3 -pthread

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT1122334455SE +/- 0.056, N = 4SE +/- 0.047, N = 4SE +/- 0.036, N = 4SE +/- 0.034, N = 5SE +/- 0.013, N = 5SE +/- 0.010, N = 4SE +/- 0.004, N = 5SE +/- 0.014, N = 5SE +/- 0.005, N = 5SE +/- 0.010, N = 5SE +/- 0.005, N = 5SE +/- 0.008, N = 5SE +/- 0.153, N = 5SE +/- 0.021, N = 6SE +/- 0.020, N = 6SE +/- 0.009, N = 5SE +/- 0.031, N = 5SE +/- 0.034, N = 6SE +/- 0.009, N = 6SE +/- 0.001, N = 6SE +/- 0.001, N = 6SE +/- 0.002, N = 649.46729.71527.21822.15619.42323.15717.65917.85113.55811.2569.5429.29434.44612.0537.20133.71720.34414.53214.39511.6448.3537.8851. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT1020304050Min: 49.37 / Avg: 49.47 / Max: 49.6Min: 29.62 / Avg: 29.72 / Max: 29.81Min: 27.14 / Avg: 27.22 / Max: 27.31Min: 22.04 / Avg: 22.16 / Max: 22.24Min: 19.39 / Avg: 19.42 / Max: 19.45Min: 23.13 / Avg: 23.16 / Max: 23.18Min: 17.65 / Avg: 17.66 / Max: 17.67Min: 17.8 / Avg: 17.85 / Max: 17.88Min: 13.55 / Avg: 13.56 / Max: 13.57Min: 11.23 / Avg: 11.26 / Max: 11.28Min: 9.53 / Avg: 9.54 / Max: 9.56Min: 9.28 / Avg: 9.29 / Max: 9.32Min: 34.07 / Avg: 34.45 / Max: 34.86Min: 11.97 / Avg: 12.05 / Max: 12.13Min: 7.11 / Avg: 7.2 / Max: 7.25Min: 33.68 / Avg: 33.72 / Max: 33.73Min: 20.23 / Avg: 20.34 / Max: 20.41Min: 14.43 / Avg: 14.53 / Max: 14.66Min: 14.36 / Avg: 14.4 / Max: 14.43Min: 11.64 / Avg: 11.64 / Max: 11.65Min: 8.35 / Avg: 8.35 / Max: 8.36Min: 7.88 / Avg: 7.88 / Max: 7.891. (CXX) g++ options: -O3 -pthread

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: resnet50GTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 9SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 6SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 15SE +/- 0.00, N = 15SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.02, N = 3SE +/- 0.06, N = 157.875.504.594.254.034.283.864.013.703.503.593.577.236.466.226.195.434.884.254.073.623.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50GTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3691215Min: 7.84 / Avg: 7.87 / Max: 7.9Min: 5.43 / Avg: 5.5 / Max: 5.53Min: 4.5 / Avg: 4.59 / Max: 4.74Min: 4.19 / Avg: 4.25 / Max: 4.33Min: 4 / Avg: 4.03 / Max: 4.07Min: 4.2 / Avg: 4.28 / Max: 4.42Min: 3.81 / Avg: 3.86 / Max: 4.06Min: 3.97 / Avg: 4.01 / Max: 4.08Min: 3.63 / Avg: 3.7 / Max: 3.83Min: 3.43 / Avg: 3.5 / Max: 3.62Min: 3.5 / Avg: 3.59 / Max: 3.77Min: 3.45 / Avg: 3.57 / Max: 3.78Min: 7.22 / Avg: 7.23 / Max: 7.24Min: 6.46 / Avg: 6.46 / Max: 6.47Min: 5.94 / Avg: 6.22 / Max: 6.83Min: 6.16 / Avg: 6.19 / Max: 6.23Min: 5.34 / Avg: 5.43 / Max: 5.61Min: 4.77 / Avg: 4.88 / Max: 5.1Min: 4.25 / Avg: 4.25 / Max: 4.25Min: 4.05 / Avg: 4.07 / Max: 4.11Min: 3.6 / Avg: 3.62 / Max: 3.65Min: 3.35 / Avg: 3.47 / Max: 4.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT246810SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 6SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 15SE +/- 0.05, N = 15SE +/- 0.08, N = 3SE +/- 0.01, N = 2SE +/- 0.17, N = 3SE +/- 0.07, N = 15SE +/- 0.07, N = 3SE +/- 0.18, N = 157.855.775.405.465.035.004.514.754.614.124.334.365.945.415.544.714.244.173.973.643.774.701. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT3691215Min: 7.69 / Avg: 7.85 / Max: 7.93Min: 5.67 / Avg: 5.77 / Max: 5.91Min: 5.17 / Avg: 5.4 / Max: 5.63Min: 5.09 / Avg: 5.46 / Max: 5.77Min: 4.88 / Avg: 5.03 / Max: 5.21Min: 4.79 / Avg: 5 / Max: 5.19Min: 4.37 / Avg: 4.51 / Max: 4.62Min: 4.61 / Avg: 4.75 / Max: 5.04Min: 4.55 / Avg: 4.61 / Max: 4.69Min: 4.04 / Avg: 4.12 / Max: 4.26Min: 4.07 / Avg: 4.33 / Max: 4.64Min: 4.28 / Avg: 4.36 / Max: 4.44Min: 5.92 / Avg: 5.94 / Max: 5.97Min: 5.38 / Avg: 5.41 / Max: 5.43Min: 5.21 / Avg: 5.54 / Max: 6.2Min: 4.42 / Avg: 4.71 / Max: 5.03Min: 4.09 / Avg: 4.24 / Max: 4.34Min: 4.16 / Avg: 4.17 / Max: 4.18Min: 3.64 / Avg: 3.97 / Max: 4.14Min: 3.42 / Avg: 3.64 / Max: 4.55Min: 3.7 / Avg: 3.77 / Max: 3.92Min: 3.84 / Avg: 4.7 / Max: 5.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT60120180240300Min: 6.16 / Avg: 63.88 / Max: 137.68Min: 13.72 / Avg: 71.25 / Max: 129.96Min: 17.66 / Avg: 80.89 / Max: 163.71Min: 16.42 / Avg: 90.69 / Max: 184.82Min: 18.77 / Avg: 98.55 / Max: 220.39Min: 16.67 / Avg: 75.8 / Max: 166.1Min: 10.23 / Avg: 87.56 / Max: 197.5Min: 16.95 / Avg: 91.59 / Max: 219.79Min: 14.18 / Avg: 122.7 / Max: 289.29Min: 6.8 / Avg: 148.53 / Max: 319.56Min: 14.62 / Avg: 179.14 / Max: 343.21Min: 7.23 / Avg: 162.52 / Max: 347.53Min: 31.16 / Avg: 151.45 / Max: 189.04Min: 3 / Avg: 115.36 / Max: 167Min: 20 / Avg: 117.97 / Max: 263Min: 3 / Avg: 49.6 / Max: 124Min: 7 / Avg: 76.28 / Max: 169Min: 8 / Avg: 110.22 / Max: 234Min: 3 / Avg: 13.37 / Max: 108Min: 5 / Avg: 78.84 / Max: 239Min: 5 / Avg: 90.35 / Max: 205Min: 6 / Avg: 127.31 / Max: 258

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RX 590RX Vega 56Radeon VIIRX 5500 XTRX 5600 XTRX 5700 XTRX 6600 XTRX 6700 XTRX 6800RX 6800 XT1530456075Min: 28 / Avg: 52.94 / Max: 70Min: 38 / Avg: 54.65 / Max: 69Min: 35 / Avg: 52.21 / Max: 69Min: 28 / Avg: 52.17 / Max: 70Min: 29 / Avg: 48.42 / Max: 69Min: 32 / Avg: 51.32 / Max: 64Min: 29 / Avg: 51.13 / Max: 70Min: 34 / Avg: 52.55 / Max: 72Min: 28 / Avg: 58.07 / Max: 76Min: 40 / Avg: 57.21 / Max: 72Min: 28 / Avg: 58.35 / Max: 73Min: 25 / Avg: 52.5 / Max: 67Min: 25 / Avg: 61.18 / Max: 73Min: 29 / Avg: 61.25 / Max: 75Min: 27 / Avg: 54.13 / Max: 71Min: 38 / Avg: 53.81 / Max: 67Min: 27 / Avg: 49.45 / Max: 62Min: 30 / Avg: 60.93 / Max: 77Min: 28 / Avg: 30.13 / Max: 35Min: 33 / Avg: 56.98 / Max: 77Min: 29 / Avg: 53.84 / Max: 64Min: 27 / Avg: 61.51 / Max: 78

17 Results Shown

vkpeak:
  fp32-scalar
  fp32-vec4
  fp16-scalar
  fp16-vec4
  fp64-scalar
  fp64-vec4
  int16-scalar
  int16-vec4
RealSR-NCNN:
  4x - No
  4x - Yes
Waifu2x-NCNN Vulkan
VkFFT
VkResample
NCNN:
  Vulkan GPU - resnet50
  Vulkan GPU - squeezenet_ssd
GPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius