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
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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
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  1 Hour, 52 Minutes

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Radeon RDNA2 Vulkan Compute - Phoronix Test Suite

Radeon RDNA2 Vulkan Compute

Tests for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2108073-IB-VULKANCOM38&grs&sor&rro.

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

Radeon RDNA2 Vulkan Computevkpeak: fp16-vec4vkresample: 2x - Singlevkpeak: int16-vec4vkpeak: fp32-vec4vkpeak: int16-scalarrealsr-ncnn: 4x - Yesvkpeak: fp32-scalarvkpeak: fp16-scalarrealsr-ncnn: 4x - Novkfft: waifu2x-ncnn: 2x - 3 - Yesncnn: Vulkan GPU - resnet50vkpeak: fp64-vec4vkpeak: fp64-scalarncnn: 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 XT49.4674683.98143.3404693.1119.842148769.3537.87150.37150.597.8510733.5229.7154715.615500.553606.83119.4325516.575479.5216.932213437.0865.50172.51172.585.7714302.3927.2186339.597332.644798.5985.8387339.697323.4312.756234535.8554.59228.39227.955.4016298.1022.1567224.248327.405452.7376.0798340.928324.2911.537294545.3094.25259.25259.785.4619279.2319.4238582.229848.446453.7163.2419835.369860.849.980300914.8274.03307.83307.185.0313321.2223.1576000.329050.404511.9967.9276828.976856.6510.511273454.9764.28213.25213.305.0018872.8217.6598491.1812873.436402.9751.0359738.889727.148.401335864.2733.86304.89304.124.5122416.2917.85110081.3515256.897599.7647.63311550.6011546.647.957322534.1794.01362.26360.154.7522914.4113.55810244.5615575.927732.5640.97511744.8111786.227.129379293.8113.70367.89368.144.6133493.9411.25614579.7522849.1311298.4732.63517234.9617223.776.113420223.4353.50538.35537.004.1238186.659.54216293.6926140.9712913.3929.56819733.6719620.975.730438963.3523.59615.20613.484.3340573.049.29416924.6127576.4613672.1128.39320908.5920775.595.592444853.2923.57650.91653.584.3634.4466680.2698.0356941.2813.9818.1157.23298.18298.185.949496.7012.0534798.189106.575229.8260.08110040.709587.579.1736.8966.46447.10446.525.416681.827.2016647.7213074.156814.7839.92613262.876729.386.6425.8566.221721.311705.865.545157.1533.7172587.345109.362584.63106.0945155.265162.4415.0097.7616.19162.12162.604.718065.0920.3444039.017998.534037.9283.4868067.038079.2312.1656.4155.43253.96254.064.249944.6814.5325094.059955.495119.9857.1839945.8610197.528.8175.4294.88321.96321.694.1710755.9114.3955404.4610681.745399.6486.27610752.0710757.6112.4525.2744.25341.95341.753.9713092.9911.6446621.3613014.856610.4640.01213040.0513132.816.7063.9244.07423.20422.723.6417469.78.3538770.7017367.818747.7231.52917533.6717495.805.6463.4823.62554.03553.713.7721778.957.88511057.7821822.0111009.7830.31822230.0822066.905.5893.3283.47705.52702.434.70OpenBenchmarking.org

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RX 5500 XTRadeon VIIRX 5600 XTRX Vega 56RX 5700 XTGTX 1660 SUPERRX 6600 XTRX 6700 XTRTX 3060RTX 2060RTX 2060 SUPERRX 6800RTX 3060 TiRTX 2070 SUPERRX 6800 XTRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 0.33, N = 3SE +/- 8.58, N = 3SE +/- 1.11, N = 3SE +/- 28.02, N = 3SE +/- 74.64, N = 3SE +/- 0.07, N = 3SE +/- 4.72, N = 3SE +/- 1.97, N = 3SE +/- 12.50, N = 3SE +/- 0.07, N = 3SE +/- 82.12, N = 3SE +/- 9.97, N = 3SE +/- 32.86, N = 3SE +/- 49.71, N = 3SE +/- 36.07, N = 3SE +/- 10.53, N = 3SE +/- 64.67, N = 3SE +/- 103.38, N = 3SE +/- 99.05, N = 3SE +/- 147.93, N = 35157.156681.828065.099496.709944.6810733.5210755.9113092.9913321.2214302.3916298.1017469.7018872.8219279.2321778.9522416.2922914.4133493.9438186.6540573.04

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleGTX 1060RX 590RX 5500 XTGTX 1660 SUPERRTX 2060RTX 3060RTX 2060 SUPERRX 5600 XTRTX 2070 SUPERRTX 3070RTX 3060 TiRX 5700 XTRX 6600 XTRTX 3070 TiRX Vega 56RX 6700 XTRTX 3080RTX 3080 TiRTX 3090RX 6800RX 6800 XTRadeon VII1122334455SE +/- 0.056, N = 4SE +/- 0.153, N = 5SE +/- 0.009, N = 5SE +/- 0.047, N = 4SE +/- 0.036, N = 4SE +/- 0.010, N = 4SE +/- 0.034, N = 5SE +/- 0.031, N = 5SE +/- 0.013, N = 5SE +/- 0.014, N = 5SE +/- 0.004, N = 5SE +/- 0.034, N = 6SE +/- 0.009, N = 6SE +/- 0.005, N = 5SE +/- 0.021, N = 6SE +/- 0.001, N = 6SE +/- 0.010, N = 5SE +/- 0.005, N = 5SE +/- 0.008, N = 5SE +/- 0.001, N = 6SE +/- 0.002, N = 6SE +/- 0.020, N = 649.46734.44633.71729.71527.21823.15722.15620.34419.42317.85117.65914.53214.39513.55812.05311.64411.2569.5429.2948.3537.8857.2011. (CXX) g++ options: -O3 -pthread

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RX 5500 XTRX 5600 XTGTX 1660 SUPERRX Vega 56RX 5700 XTRX 6600 XTRTX 3060RTX 2060RX 6700 XTRadeon VIIRTX 2060 SUPERRTX 3060 TiRTX 2070 SUPERRX 6800RTX 3070RTX 3070 TiRX 6800 XTRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 3.94, N = 3SE +/- 7.53, N = 3SE +/- 13.77, N = 3SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 15.96, N = 3SE +/- 18.40, N = 3SE +/- 6.70, N = 3SE +/- 0.15, N = 3SE +/- 1.58, N = 3SE +/- 0.76, N = 3SE +/- 18.63, N = 3SE +/- 27.86, N = 3SE +/- 3.49, N = 3SE +/- 40.59, N = 3SE +/- 41.48, N = 32587.344039.014715.614798.185094.055404.466000.326339.596621.366647.727224.248491.188582.228770.7010081.3510244.5611057.7814579.7516293.6916924.61

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4GTX 1060RX 5500 XTGTX 1660 SUPERRX 590RTX 2060RX 5600 XTRTX 2060 SUPERRTX 3060RX Vega 56RTX 2070 SUPERRX 5700 XTRX 6600 XTRTX 3060 TiRX 6700 XTRadeon VIIRTX 3070RTX 3070 TiRX 6800RX 6800 XTRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KSE +/- 5.38, N = 3SE +/- 0.80, N = 3SE +/- 13.44, N = 3SE +/- 13.66, N = 3SE +/- 38.24, N = 3SE +/- 3.43, N = 3SE +/- 58.84, N = 3SE +/- 11.01, N = 3SE +/- 33.82, N = 3SE +/- 49.49, N = 3SE +/- 49.52, N = 3SE +/- 5.68, N = 3SE +/- 25.16, N = 3SE +/- 7.89, N = 3SE +/- 69.39, N = 3SE +/- 15.51, N = 3SE +/- 38.07, N = 3SE +/- 5.91, N = 3SE +/- 107.93, N = 3SE +/- 113.98, N = 3SE +/- 192.34, N = 3SE +/- 182.18, N = 34683.985109.365500.556665.227332.647998.538327.409050.409106.579848.449955.4910681.7412873.4313014.8513074.1515256.8915575.9217367.8121822.0122849.1326140.9727576.46

vkpeak

int16-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRX 5500 XTGTX 1660 SUPERRX 5600 XTRTX 3060RTX 2060RX 5700 XTRX Vega 56RX 6600 XTRTX 2060 SUPERRTX 3060 TiRTX 2070 SUPERRX 6700 XTRadeon VIIRTX 3070RTX 3070 TiRX 6800RX 6800 XTRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KSE +/- 0.41, N = 3SE +/- 8.46, N = 3SE +/- 0.29, N = 3SE +/- 0.12, N = 3SE +/- 0.34, N = 3SE +/- 1.20, N = 3SE +/- 12.37, N = 3SE +/- 0.24, N = 3SE +/- 14.16, N = 3SE +/- 9.95, N = 3SE +/- 6.43, N = 3SE +/- 0.97, N = 3SE +/- 31.17, N = 3SE +/- 18.22, N = 3SE +/- 0.12, N = 3SE +/- 1.84, N = 3SE +/- 32.49, N = 3SE +/- 3.30, N = 3SE +/- 0.55, N = 3SE +/- 19.61, N = 32584.633606.834037.924511.994798.595119.985229.825399.645452.736402.976453.716610.466814.787599.767732.568747.7211009.7811298.4712913.3913672.11

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 1060GTX 1660 SUPERRX 5500 XTRX 590RX 6600 XTRTX 2060RX 5600 XTRTX 2060 SUPERRTX 3060RTX 2070 SUPERRX Vega 56RX 5700 XTRTX 3060 TiRTX 3070RTX 3070 TiRX 6700 XTRadeon VIIRTX 3080RX 6800RX 6800 XTRTX 3080 TiRTX 3090306090120150SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3143.34119.43106.0998.0486.2885.8483.4976.0867.9363.2460.0857.1851.0447.6340.9840.0139.9332.6431.5330.3229.5728.39

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarGTX 1060RX 5500 XTGTX 1660 SUPERRTX 3060RX 590RTX 2060RX 5600 XTRTX 2060 SUPERRTX 3060 TiRTX 2070 SUPERRX 5700 XTRX Vega 56RX 6600 XTRTX 3070RTX 3070 TiRX 6700 XTRadeon VIIRTX 3080RX 6800RTX 3080 TiRTX 3090RX 6800 XT5K10K15K20K25KSE +/- 4.69, N = 3SE +/- 1.15, N = 3SE +/- 12.10, N = 3SE +/- 6.63, N = 3SE +/- 4.27, N = 3SE +/- 56.59, N = 3SE +/- 4.30, N = 3SE +/- 82.32, N = 3SE +/- 38.46, N = 3SE +/- 50.39, N = 3SE +/- 87.56, N = 3SE +/- 86.46, N = 3SE +/- 7.61, N = 3SE +/- 31.94, N = 3SE +/- 36.30, N = 3SE +/- 26.26, N = 3SE +/- 28.07, N = 3SE +/- 70.45, N = 3SE +/- 38.03, N = 3SE +/- 130.18, N = 3SE +/- 140.43, N = 3SE +/- 175.46, N = 34677.945155.265516.576828.976941.287339.698067.038340.929738.889835.369945.8610040.7010752.0711550.6011744.8113040.0513262.8717234.9617533.6719733.6720908.5922230.08

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRX 5500 XTGTX 1660 SUPERRadeon VIIRTX 3060RTX 2060RX 5600 XTRTX 2060 SUPERRX Vega 56RTX 3060 TiRTX 2070 SUPERRX 5700 XTRX 6600 XTRTX 3070RTX 3070 TiRX 6700 XTRTX 3080RX 6800RTX 3080 TiRTX 3090RX 6800 XT5K10K15K20K25KSE +/- 0.42, N = 3SE +/- 0.07, N = 3SE +/- 28.65, N = 3SE +/- 7.06, N = 3SE +/- 18.95, N = 3SE +/- 1.84, N = 3SE +/- 46.80, N = 3SE +/- 33.88, N = 3SE +/- 3.67, N = 3SE +/- 48.08, N = 3SE +/- 21.72, N = 3SE +/- 3.07, N = 3SE +/- 12.82, N = 3SE +/- 32.02, N = 3SE +/- 7.33, N = 3SE +/- 51.73, N = 3SE +/- 8.83, N = 3SE +/- 105.47, N = 3SE +/- 65.37, N = 3SE +/- 89.69, N = 35162.445479.526729.386856.657323.438079.238324.299587.579727.149860.8410197.5210757.6111546.6411786.2213132.8117223.7717495.8019620.9720775.5922066.90

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGTX 1060GTX 1660 SUPERRX 5500 XTRX 590RTX 2060RX 6600 XTRX 5600 XTRTX 2060 SUPERRTX 3060RTX 2070 SUPERRX Vega 56RX 5700 XTRTX 3060 TiRTX 3070RTX 3070 TiRX 6700 XTRadeon VIIRTX 3080RTX 3080 TiRX 6800RTX 3090RX 6800 XT510152025SE +/- 0.016, N = 3SE +/- 0.022, N = 3SE +/- 0.018, N = 4SE +/- 0.022, N = 4SE +/- 0.026, N = 4SE +/- 0.024, N = 4SE +/- 0.004, N = 4SE +/- 0.018, N = 4SE +/- 0.017, N = 5SE +/- 0.013, N = 5SE +/- 0.028, N = 5SE +/- 0.012, N = 5SE +/- 0.015, N = 5SE +/- 0.008, N = 6SE +/- 0.020, N = 6SE +/- 0.011, N = 6SE +/- 0.011, N = 6SE +/- 0.016, N = 7SE +/- 0.017, N = 7SE +/- 0.013, N = 7SE +/- 0.019, N = 7SE +/- 0.023, N = 719.84216.93215.00913.98112.75612.45212.16511.53710.5119.9809.1738.8178.4017.9577.1296.7066.6426.1135.7305.6465.5925.589

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1GTX 1060GTX 1660 SUPERRTX 2060RTX 3060RTX 2060 SUPERRTX 2070 SUPERRTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 309010K20K30K40K50KSE +/- 122.74, N = 3SE +/- 113.23, N = 3SE +/- 273.14, N = 3SE +/- 296.25, N = 3SE +/- 208.18, N = 3SE +/- 424.66, N = 3SE +/- 438.67, N = 3SE +/- 327.03, N = 9SE +/- 587.13, N = 3SE +/- 525.66, N = 3SE +/- 565.51, N = 91487621343234532734529454300913225333586379294202243896444851. (CXX) g++ options: -O3 -pthread

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGTX 1060RX 590RX 5500 XTGTX 1660 SUPERRX Vega 56RX 5600 XTRadeon VIIRTX 2060RX 5700 XTRTX 2060 SUPERRX 6600 XTRTX 3060RTX 2070 SUPERRTX 3060 TiRTX 3070RX 6700 XTRTX 3070 TiRX 6800RTX 3080RTX 3080 TiRX 6800 XTRTX 30903691215SE +/- 0.012, N = 5SE +/- 0.008, N = 6SE +/- 0.027, N = 6SE +/- 0.012, N = 6SE +/- 0.006, N = 6SE +/- 0.030, N = 6SE +/- 0.007, N = 7SE +/- 0.010, N = 7SE +/- 0.078, N = 12SE +/- 0.007, N = 7SE +/- 0.005, N = 7SE +/- 0.006, N = 7SE +/- 0.004, N = 8SE +/- 0.005, N = 8SE +/- 0.007, N = 8SE +/- 0.005, N = 8SE +/- 0.002, N = 8SE +/- 0.004, N = 9SE +/- 0.004, N = 9SE +/- 0.002, N = 9SE +/- 0.009, N = 9SE +/- 0.004, N = 99.3538.1157.7617.0866.8966.4155.8565.8555.4295.3095.2744.9764.8274.2734.1793.9243.8113.4823.4353.3523.3283.292

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50GTX 1060RX 590RX Vega 56Radeon VIIRX 5500 XTGTX 1660 SUPERRX 5600 XTRX 5700 XTRTX 2060RTX 3060RX 6600 XTRTX 2060 SUPERRX 6700 XTRTX 2070 SUPERRTX 3070RTX 3060 TiRTX 3070 TiRX 6800RTX 3080 TiRTX 3090RTX 3080RX 6800 XT246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 15SE +/- 0.00, N = 15SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 9SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 157.877.236.466.226.195.505.434.884.594.284.254.254.074.034.013.863.703.623.593.573.503.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4GTX 1060RX 5500 XTGTX 1660 SUPERRTX 3060RTX 2060RX 5600 XTRTX 2060 SUPERRX 590RTX 3060 TiRTX 2070 SUPERRX 5700 XTRX 6600 XTRTX 3070RTX 3070 TiRX 6700 XTRX Vega 56RTX 3080RX 6800RTX 3080 TiRTX 3090RX 6800 XTRadeon VII400800120016002000SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.70, N = 2SE +/- 0.59, N = 3SE +/- 0.13, N = 2SE +/- 1.35, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 2SE +/- 0.94, N = 2SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.33, N = 3SE +/- 0.13, N = 3SE +/- 1.30, N = 3SE +/- 1.17, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 2SE +/- 0.52, N = 3SE +/- 0.17, N = 3150.37162.12172.51213.25228.39253.96259.25298.18304.89307.83321.96341.95362.26367.89423.20447.10538.35554.03615.20650.91705.521721.31

vkpeak

fp64-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarGTX 1060RX 5500 XTGTX 1660 SUPERRTX 3060RTX 2060RX 5600 XTRTX 2060 SUPERRX 590RTX 3060 TiRTX 2070 SUPERRX 5700 XTRX 6600 XTRTX 3070RTX 3070 TiRX 6700 XTRX Vega 56RTX 3080RX 6800RTX 3080 TiRTX 3090RX 6800 XTRadeon VII400800120016002000SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.41, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.34, N = 3SE +/- 0.01, N = 3SE +/- 0.75, N = 3SE +/- 0.30, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.48, N = 3SE +/- 1.45, N = 3SE +/- 0.09, N = 3SE +/- 1.54, N = 3SE +/- 1.59, N = 3SE +/- 0.13, N = 3SE +/- 2.16, N = 3SE +/- 2.50, N = 3SE +/- 2.70, N = 3SE +/- 2.46, N = 3150.59162.60172.58213.30227.95254.06259.78298.17304.12307.18321.69341.75360.15368.14422.72446.52537.00553.71613.48653.58702.431705.86

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS Per Watt, More Is Bettervkpeak 20210424fp64-vec4RTX 3070 TiRTX 3090RTX 3060 Ti0.63631.27261.90892.54523.18152.3532.5222.828

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

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

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

VkResample

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterVkResample 1.0GPU Temperature MonitorRX 6800 XTRX 6700 XTRX 6800RX 5500 XTRTX 3070 TiRTX 3080RTX 3080 TiRX 5700 XTGTX 1060GTX 1660 SUPERRTX 3060RX Vega 56RTX 3070RTX 3090RTX 2060RTX 3060 TiRadeon VIIRTX 2060 SUPERRX 5600 XTRTX 2070 SUPERRX 590RX 6600 XT1224364860Min: 52 / Avg: 56.17 / Max: 63Min: 49 / Avg: 52.66 / Max: 60Min: 50 / Avg: 51.72 / Max: 54Min: 47 / Avg: 50.39 / Max: 57Min: 45 / Avg: 50.14 / Max: 63Min: 45 / Avg: 48.91 / Max: 57Min: 45 / Avg: 48.51 / Max: 54Min: 44 / Avg: 46.95 / Max: 55Min: 44 / Avg: 46.68 / Max: 50Min: 42 / Avg: 46.56 / Max: 59Min: 42 / Avg: 45.79 / Max: 55Min: 43 / Avg: 45.27 / Max: 49Min: 41 / Avg: 44.9 / Max: 54Min: 42 / Avg: 44.8 / Max: 53Min: 41 / Avg: 44.53 / Max: 53Min: 39 / Avg: 42.99 / Max: 54Min: 40 / Avg: 42.38 / Max: 48Min: 39 / Avg: 42.36 / Max: 52Min: 39 / Avg: 41.76 / Max: 49Min: 37 / Avg: 40.17 / Max: 48Min: 30 / Avg: 35.17 / Max: 45Min: 28 / Avg: 29.17 / Max: 34

VkResample

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption MonitorRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRX 590RTX 2070 SUPERGTX 1060RTX 3070RTX 2060 SUPERRTX 2060RTX 3060 TiRTX 3060GTX 1660 SUPERRadeon VIIRX 6800 XTRX 5700 XTRX 5600 XTRX Vega 56RX 6800RX 6700 XTRX 6600 XTRX 5500 XT60120180240300Min: 17.43 / Avg: 70.33 / Max: 312.43Min: 15.17 / Avg: 70.11 / Max: 291.32Min: 8.87 / Avg: 61.35 / Max: 257.64Min: 16.14 / Avg: 57.62 / Max: 252.7Min: 31.25 / Avg: 55.57 / Max: 123.2Min: 19.78 / Avg: 49.49 / Max: 186.76Min: 6.93 / Avg: 45.01 / Max: 96.24Min: 17.61 / Avg: 44.65 / Max: 182.32Min: 16.49 / Avg: 43.15 / Max: 173.68Min: 17.91 / Avg: 43.15 / Max: 139.62Min: 12.91 / Avg: 40.91 / Max: 177.8Min: 17.45 / Avg: 40.32 / Max: 137.22Min: 14.04 / Avg: 39.64 / Max: 123.69Min: 20 / Avg: 32.49 / Max: 201Min: 6 / Avg: 24.61 / Max: 198Min: 9 / Avg: 23.74 / Max: 200Min: 8 / Avg: 21.15 / Max: 87Min: 3 / Avg: 19.8 / Max: 165Min: 6 / Avg: 18.51 / Max: 153Min: 5 / Avg: 17.21 / Max: 173Min: 3 / Avg: 17.04 / Max: 108Min: 3 / Avg: 15.59 / Max: 93

VkFFT

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterVkFFT 1.1.1GPU Temperature MonitorRTX 3070 TiRTX 3080 TiRTX 3080GTX 1660 SUPERRTX 3070RTX 3090RTX 3060RTX 3060 TiGTX 1060RTX 2060RTX 2060 SUPERRTX 2070 SUPER1326395265Min: 50 / Avg: 58.73 / Max: 68Min: 51 / Avg: 56.26 / Max: 60Min: 51 / Avg: 56.11 / Max: 61Min: 42 / Avg: 51.94 / Max: 61Min: 47 / Avg: 51.56 / Max: 60Min: 48 / Avg: 51.46 / Max: 57Min: 42 / Avg: 50.79 / Max: 61Min: 46 / Avg: 50.61 / Max: 59Min: 46 / Avg: 50.39 / Max: 54Min: 46 / Avg: 50.36 / Max: 57Min: 45 / Avg: 49.39 / Max: 56Min: 42 / Avg: 45.96 / Max: 54

VkFFT

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterVkFFT 1.1.1GPU Power Consumption MonitorRTX 3080 TiRTX 3090RTX 3080RTX 3070 TiRTX 2070 SUPERRTX 3070RTX 3060 TiRTX 2060 SUPERRTX 3060RTX 2060GTX 1660 SUPERGTX 10604080120160200Min: 16.75 / Avg: 150.51 / Max: 220.34Min: 11.61 / Avg: 148.46 / Max: 221.72Min: 13.5 / Avg: 134.07 / Max: 196.73Min: 17.27 / Avg: 119.25 / Max: 175.51Min: 20.03 / Avg: 84.01 / Max: 215.9Min: 18.08 / Avg: 83.74 / Max: 133.22Min: 14.24 / Avg: 82.79 / Max: 129.81Min: 16.49 / Avg: 76.78 / Max: 184.82Min: 17.64 / Avg: 69.62 / Max: 108.4Min: 18.1 / Avg: 67.77 / Max: 161.47Min: 14.24 / Avg: 59.85 / Max: 129.96Min: 23.07 / Avg: 56.89 / Max: 107.44

VkFFT

OpenBenchmarking.orgBenchmark Score Per Watt, More Is BetterVkFFT 1.1.1GTX 1060RTX 3080 TiRTX 3090RTX 3080RTX 3070 TiRTX 2060GTX 1660 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 3070RTX 3060RTX 3060 Ti90180270360450261.51291.65299.65313.43318.06346.08356.60358.20383.62385.16392.78405.69

Waifu2x-NCNN Vulkan

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Temperature MonitorRX 6800 XTRTX 3070 TiRTX 3080 TiRX 6700 XTRTX 3080RX 5500 XTGTX 1060RX 5700 XTRTX 2060 SUPERRTX 3090RTX 3070RTX 2060RTX 2070 SUPERRTX 3060 TiRX 6800GTX 1660 SUPERRX Vega 56Radeon VIIRTX 3060RX 5600 XTRX 590RX 6600 XT1326395265Min: 62 / Avg: 65.23 / Max: 69Min: 54 / Avg: 59.68 / Max: 65Min: 56 / Avg: 58.85 / Max: 63Min: 54 / Avg: 58.83 / Max: 64Min: 55 / Avg: 58.8 / Max: 63Min: 54 / Avg: 58.8 / Max: 63Min: 54 / Avg: 58.58 / Max: 61Min: 52 / Avg: 58.1 / Max: 65Min: 52 / Avg: 57.17 / Max: 62Min: 53 / Avg: 56.3 / Max: 60Min: 52 / Avg: 56.28 / Max: 62Min: 51 / Avg: 56.05 / Max: 61Min: 51 / Avg: 55.85 / Max: 62Min: 51 / Avg: 55.68 / Max: 61Min: 53 / Avg: 55.21 / Max: 58Min: 44 / Avg: 53.79 / Max: 61Min: 49 / Avg: 53.5 / Max: 57Min: 47 / Avg: 52.41 / Max: 57Min: 44 / Avg: 51.24 / Max: 58Min: 44 / Avg: 49.84 / Max: 56Min: 39 / Avg: 49.5 / Max: 56Min: 41 / Avg: 44.77 / Max: 48

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption MonitorRTX 3080 TiRTX 3090RTX 3080RTX 3070 TiRX 590RTX 2070 SUPERRTX 2060 SUPERRX Vega 56RTX 3070RTX 3060 TiRTX 2060RX 5700 XTRX 6800 XTGTX 1660 SUPERRTX 3060GTX 1060Radeon VIIRX 5600 XTRX 6800RX 6700 XTRX 6600 XTRX 5500 XT50100150200250Min: 24.02 / Avg: 148.9 / Max: 275.78Min: 12.8 / Avg: 148.42 / Max: 280.47Min: 18.23 / Avg: 134.5 / Max: 258.48Min: 18.55 / Avg: 119.28 / Max: 219.2Min: 31.17 / Avg: 107.54 / Max: 154.11Min: 20.73 / Avg: 96.76 / Max: 188.84Min: 17.03 / Avg: 93.44 / Max: 166.64Min: 3 / Avg: 89.85 / Max: 164Min: 18.33 / Avg: 88.51 / Max: 172.13Min: 14.84 / Avg: 88.29 / Max: 166.37Min: 18.41 / Avg: 85.36 / Max: 151.18Min: 8 / Avg: 84.39 / Max: 234Min: 6 / Avg: 79.21 / Max: 190Min: 15.02 / Avg: 76.17 / Max: 118.57Min: 18.18 / Avg: 74.24 / Max: 126.77Min: 7.42 / Avg: 73.36 / Max: 127.39Min: 21 / Avg: 67.23 / Max: 258Min: 7 / Avg: 62.59 / Max: 153Min: 5 / Avg: 58.97 / Max: 143Min: 5 / Avg: 56.11 / Max: 233Min: 3 / Avg: 50.45 / Max: 150Min: 4 / Avg: 46.13 / Max: 122

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorRX 6700 XTRTX 3070 TiRX 6800 XTRX 5700 XTGTX 1060GTX 1660 SUPERRTX 3070Radeon VIIRX 590RTX 2060 SUPERRTX 2060RTX 3080RTX 3060 TiRTX 3080 TiRX Vega 56RTX 2070 SUPERRX 5500 XTRX 6800RTX 3060RTX 3090RX 5600 XTRX 6600 XT1530456075Min: 55 / Avg: 73.02 / Max: 77Min: 48 / Avg: 70.52 / Max: 76Min: 55 / Avg: 70.31 / Max: 78Min: 49 / Avg: 68.61 / Max: 74Min: 52 / Avg: 66.93 / Max: 70Min: 42 / Avg: 66.85 / Max: 69Min: 47 / Avg: 66.72 / Max: 72Min: 52 / Avg: 66.46 / Max: 70Min: 42 / Avg: 66.06 / Max: 70Min: 45 / Avg: 65.5 / Max: 70Min: 46 / Avg: 65.14 / Max: 69Min: 50 / Avg: 65.04 / Max: 72Min: 43 / Avg: 64.91 / Max: 70Min: 50 / Avg: 64.67 / Max: 71Min: 51 / Avg: 64.31 / Max: 68Min: 43 / Avg: 62.21 / Max: 69Min: 46 / Avg: 62.17 / Max: 67Min: 52 / Avg: 61.31 / Max: 64Min: 42 / Avg: 60.65 / Max: 64Min: 47 / Avg: 59.93 / Max: 66Min: 38 / Avg: 57.15 / Max: 62Min: 39 / Avg: 49.4 / Max: 52

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRX 6800 XTRadeon VIIRTX 2070 SUPERRTX 3070RTX 3060 TiRX 590RX 6800RX 5700 XTRX 6700 XTRTX 2060 SUPERRTX 3060RTX 2060RX Vega 56RX 5600 XTGTX 1660 SUPERGTX 1060RX 6600 XTRX 5500 XT60120180240300Min: 13.26 / Avg: 292.63 / Max: 346.99Min: 24.16 / Avg: 291.52 / Max: 343.21Min: 11.9 / Avg: 273.16 / Max: 319.56Min: 16.5 / Avg: 256 / Max: 289.29Min: 8 / Avg: 213.03 / Max: 258Min: 21 / Avg: 204.64 / Max: 263Min: 20.57 / Avg: 196.82 / Max: 219.11Min: 18.02 / Avg: 195.37 / Max: 219.59Min: 13.92 / Avg: 177.9 / Max: 197.5Min: 31.21 / Avg: 172.35 / Max: 185.01Min: 5 / Avg: 168.05 / Max: 205Min: 8 / Avg: 165.04 / Max: 231Min: 5 / Avg: 163.62 / Max: 239Min: 17.02 / Avg: 162.94 / Max: 179.31Min: 17.4 / Avg: 152.71 / Max: 166.1Min: 18.12 / Avg: 150.33 / Max: 163.71Min: 3 / Avg: 150.3 / Max: 167Min: 7 / Avg: 123.55 / Max: 168Min: 14.21 / Avg: 119.39 / Max: 127.84Min: 28.18 / Avg: 114.39 / Max: 137.68Min: 3 / Avg: 101.95 / Max: 143Min: 4 / Avg: 90.06 / Max: 124

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorRX Vega 56RX 590RX 6700 XTRX 6800 XTRX 5700 XTGTX 1060RTX 3070 TiGTX 1660 SUPERRX 6800RTX 3080 TiRadeon VIIRTX 3080RTX 3070RX 5500 XTRTX 2060RTX 3060RTX 3090RTX 2060 SUPERRTX 3060 TiRX 5600 XTRTX 2070 SUPERRX 6600 XT1326395265Min: 50 / Avg: 61.12 / Max: 67Min: 45 / Avg: 58.44 / Max: 65Min: 45 / Avg: 57.72 / Max: 69Min: 52 / Avg: 57.49 / Max: 64Min: 46 / Avg: 56.48 / Max: 64Min: 45 / Avg: 56.24 / Max: 62Min: 42 / Avg: 56.02 / Max: 66Min: 38 / Avg: 55.2 / Max: 64Min: 49 / Avg: 53.79 / Max: 58Min: 46 / Avg: 53.73 / Max: 59Min: 45 / Avg: 53.65 / Max: 61Min: 46 / Avg: 53.38 / Max: 60Min: 43 / Avg: 53.12 / Max: 62Min: 44 / Avg: 52.96 / Max: 58Min: 41 / Avg: 52.58 / Max: 60Min: 41 / Avg: 52.09 / Max: 59Min: 46 / Avg: 51.92 / Max: 57Min: 40 / Avg: 51.26 / Max: 58Min: 40 / Avg: 51 / Max: 60Min: 36 / Avg: 48.52 / Max: 55Min: 39 / Avg: 48.44 / Max: 55Min: 36 / Avg: 43.02 / Max: 47

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRX 590RTX 2070 SUPERRTX 3070Radeon VIIRTX 2060 SUPERRTX 3060 TiRTX 2060RTX 3060RX 6800 XTRX 5700 XTGTX 1660 SUPERRX Vega 56GTX 1060RX 6700 XTRX 5600 XTRX 6800RX 6600 XTRX 5500 XT60120180240300Min: 16.02 / Avg: 170.93 / Max: 347.53Min: 18.68 / Avg: 169.65 / Max: 339.9Min: 14.29 / Avg: 160.6 / Max: 319Min: 15.63 / Avg: 156.82 / Max: 289.07Min: 31.17 / Avg: 134.11 / Max: 181.05Min: 19.34 / Avg: 132.51 / Max: 220.39Min: 17.53 / Avg: 120.4 / Max: 219.79Min: 20 / Avg: 116.56 / Max: 256Min: 16.69 / Avg: 114.21 / Max: 178.65Min: 13.15 / Avg: 111.6 / Max: 197.4Min: 17.89 / Avg: 108.76 / Max: 163.46Min: 17.45 / Avg: 105.81 / Max: 164.06Min: 6 / Avg: 102 / Max: 257Min: 9 / Avg: 100.11 / Max: 198Min: 14.32 / Avg: 94.88 / Max: 128.15Min: 4 / Avg: 93.42 / Max: 167Min: 6.84 / Avg: 92.1 / Max: 123.27Min: 5 / Avg: 91.17 / Max: 228Min: 8 / Avg: 84.66 / Max: 169Min: 5 / Avg: 84.31 / Max: 205Min: 3 / Avg: 71.27 / Max: 141Min: 3 / Avg: 66.09 / Max: 123

vkpeak

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is Bettervkpeak 20210424GPU Temperature MonitorRX 6800 XTRX Vega 56RX 5700 XTRTX 3080 TiRX 590RTX 3080RX 6700 XTRadeon VIIRTX 3070 TiRTX 3090RTX 2060RTX 2060 SUPERGTX 1660 SUPERRTX 3070RX 5500 XTRTX 3060 TiRX 6800GTX 1060RTX 2070 SUPERRTX 3060RX 5600 XTRX 6600 XT1530456075Min: 27 / Avg: 68.78 / Max: 77Min: 30 / Avg: 68.12 / Max: 75Min: 30 / Avg: 66.99 / Max: 77Min: 28 / Avg: 66.06 / Max: 73Min: 46 / Avg: 64.92 / Max: 70Min: 40 / Avg: 64.07 / Max: 70Min: 33 / Avg: 63.14 / Max: 70Min: 27 / Avg: 63.13 / Max: 71Min: 28 / Avg: 60.01 / Max: 70Min: 25 / Avg: 59.63 / Max: 67Min: 38 / Avg: 58.83 / Max: 65Min: 28 / Avg: 58.64 / Max: 68Min: 38 / Avg: 57.97 / Max: 63Min: 34 / Avg: 57.27 / Max: 66Min: 38 / Avg: 56.84 / Max: 62Min: 29 / Avg: 55.44 / Max: 65Min: 29 / Avg: 54.21 / Max: 60Min: 44 / Avg: 54.02 / Max: 57Min: 29 / Avg: 52.58 / Max: 60Min: 32 / Avg: 52.52 / Max: 57Min: 27 / Avg: 51.78 / Max: 59Min: 31 / Avg: 50.65 / Max: 58

vkpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettervkpeak 20210424GPU Power Consumption MonitorRTX 3080 TiRTX 3090RX 6800 XTRTX 3080Radeon VIIRX 590RX Vega 56RTX 3070 TiRX 5700 XTRX 6700 XTRX 6800RTX 2070 SUPERRTX 2060 SUPERRTX 3070RTX 2060RTX 3060 TiRX 6600 XTRX 5600 XTGTX 1660 SUPERRTX 3060RX 5500 XTGTX 106050100150200250Min: 14.95 / Avg: 264.88 / Max: 301.57Min: 7.23 / Avg: 258.12 / Max: 299.92Min: 7 / Avg: 219.37 / Max: 257Min: 6.8 / Avg: 215.85 / Max: 258.02Min: 21 / Avg: 194.74 / Max: 258Min: 32.09 / Avg: 166.46 / Max: 189.03Min: 4 / Avg: 161.83 / Max: 166Min: 14.32 / Avg: 156.38 / Max: 215.82Min: 8 / Avg: 145.04 / Max: 187Min: 5 / Avg: 138.29 / Max: 191Min: 5 / Avg: 136.6 / Max: 177Min: 20.57 / Avg: 125.34 / Max: 176.63Min: 17.24 / Avg: 124.12 / Max: 162.3Min: 16.95 / Avg: 119.52 / Max: 176.14Min: 17.76 / Avg: 110.43 / Max: 141.61Min: 10.23 / Avg: 107.79 / Max: 153.12Min: 3 / Avg: 99.94 / Max: 145Min: 8 / Avg: 93.17 / Max: 122Min: 13.78 / Avg: 84.75 / Max: 99.59Min: 16.67 / Avg: 84.63 / Max: 109.21Min: 4 / Avg: 69.92 / Max: 91Min: 6.64 / Avg: 64.62 / Max: 74.12

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS Per Watt, More Is Bettervkpeak 20210424int16-vec4RX Vega 56Radeon VIIRX 5700 XTRX 5500 XTRX 5600 XTRX 6700 XTRX 6800 XTRX 6600 XTGTX 1660 SUPERRTX 2060RTX 2060 SUPERRTX 3080 TiRX 6800RTX 3080RTX 2070 SUPERRTX 3060RTX 30702040608010029.6534.1435.1237.0143.3547.8850.4154.0855.6457.4158.2161.5164.2167.5568.4770.9084.35

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdGTX 1060RX 590GTX 1660 SUPERRadeon VIIRTX 2060 SUPERRX Vega 56RTX 2060RTX 2070 SUPERRTX 3060RTX 3070RX 5500 XTRX 6800 XTRTX 3070 TiRTX 3060 TiRTX 3090RTX 3080 TiRX 5600 XTRX 5700 XTRTX 3080RX 6600 XTRX 6800RX 6700 XT246810SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 15SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 9SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 15SE +/- 0.18, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 6SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 2SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 157.855.945.775.545.465.415.405.035.004.754.714.704.614.514.364.334.244.174.123.973.773.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Phoronix Test Suite v10.8.4