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 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 .
Radeon RDNA2 Vulkan Compute Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution GTX 1060 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 SUPER RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 RX 590 RX Vega 56 Radeon VII RX 5500 XT RX 5600 XT RX 5700 XT RX 6600 XT RX 6700 XT RX 6800 RX 6800 XT AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3501 BIOS) AMD Starship/Matisse 16GB 1000GB Sabrent Rocket 4.0 Plus + 2000GB NVIDIA GeForce GTX 1060 6GB NVIDIA GP106 HD Audio ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 21.04 5.11.0-25-generic (x86_64) GNOME Shell 3.38.4 X Server 1.20.11 NVIDIA 470.57.02 4.6.0 1.2.175 GCC 10.3.0 ext4 3840x2160 eVGA NVIDIA GeForce GTX 1660 SUPER 6GB NVIDIA TU116 HD Audio NVIDIA GeForce RTX 2060 6GB NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB NVIDIA GeForce RTX 2070 SUPER 8GB NVIDIA TU104 HD Audio eVGA NVIDIA GeForce RTX 3060 12GB NVIDIA Device 228e NVIDIA GeForce RTX 3060 Ti 8GB NVIDIA GA104 HD Audio NVIDIA GeForce RTX 3070 8GB NVIDIA GeForce RTX 3070 Ti 8GB NVIDIA GeForce RTX 3080 10GB NVIDIA GA102 HD Audio NVIDIA GeForce RTX 3080 Ti 12GB NVIDIA GeForce RTX 3090 24GB Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1560/2100MHz) AMD Ellesmere HDMI Audio 5.14.0-051400rc4daily20210802-generic (x86_64) 20210801 X Server 1.20.11 + Wayland 4.6 Mesa 21.3.0-devel (git-b705114 2021-08-03 hirsute-oibaf-ppa) (LLVM 12.0.1) 1.2.185 AMD Radeon RX 56/64 8GB (1590/800MHz) AMD Vega 10 HDMI Audio AMD Radeon VII 16GB (1801/1000MHz) AMD Vega 20 HDMI Audio Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz) AMD Navi 10 HDMI Audio Sapphire 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 ab28 AMD 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.org Kernel Details - Transparent Huge Pages: madvise Compiler 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 -v Processor Details - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 Security 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 Compute vkpeak: fp16-vec4 vkresample: 2x - Single vkpeak: int16-vec4 vkpeak: fp32-vec4 vkpeak: int16-scalar realsr-ncnn: 4x - Yes vkpeak: fp32-scalar vkpeak: fp16-scalar realsr-ncnn: 4x - No vkfft: waifu2x-ncnn: 2x - 3 - Yes ncnn: Vulkan GPU - resnet50 vkpeak: fp64-vec4 vkpeak: fp64-scalar ncnn: Vulkan GPU - squeezenet_ssd GTX 1060 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 SUPER RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 RX 590 RX Vega 56 Radeon VII RX 5500 XT RX 5600 XT RX 5700 XT RX 6600 XT RX 6700 XT RX 6800 RX 6800 XT 49.467 4683.98 143.340 4693.11 19.842 14876 9.353 7.87 150.37 150.59 7.85 10733.52 29.715 4715.61 5500.55 3606.83 119.432 5516.57 5479.52 16.932 21343 7.086 5.50 172.51 172.58 5.77 14302.39 27.218 6339.59 7332.64 4798.59 85.838 7339.69 7323.43 12.756 23453 5.855 4.59 228.39 227.95 5.40 16298.10 22.156 7224.24 8327.40 5452.73 76.079 8340.92 8324.29 11.537 29454 5.309 4.25 259.25 259.78 5.46 19279.23 19.423 8582.22 9848.44 6453.71 63.241 9835.36 9860.84 9.980 30091 4.827 4.03 307.83 307.18 5.03 13321.22 23.157 6000.32 9050.40 4511.99 67.927 6828.97 6856.65 10.511 27345 4.976 4.28 213.25 213.30 5.00 18872.82 17.659 8491.18 12873.43 6402.97 51.035 9738.88 9727.14 8.401 33586 4.273 3.86 304.89 304.12 4.51 22416.29 17.851 10081.35 15256.89 7599.76 47.633 11550.60 11546.64 7.957 32253 4.179 4.01 362.26 360.15 4.75 22914.41 13.558 10244.56 15575.92 7732.56 40.975 11744.81 11786.22 7.129 37929 3.811 3.70 367.89 368.14 4.61 33493.94 11.256 14579.75 22849.13 11298.47 32.635 17234.96 17223.77 6.113 42022 3.435 3.50 538.35 537.00 4.12 38186.65 9.542 16293.69 26140.97 12913.39 29.568 19733.67 19620.97 5.730 43896 3.352 3.59 615.20 613.48 4.33 40573.04 9.294 16924.61 27576.46 13672.11 28.393 20908.59 20775.59 5.592 44485 3.292 3.57 650.91 653.58 4.36 34.446 6680.26 98.035 6941.28 13.981 8.115 7.23 298.18 298.18 5.94 9496.70 12.053 4798.18 9106.57 5229.82 60.081 10040.70 9587.57 9.173 6.896 6.46 447.10 446.52 5.41 6681.82 7.201 6647.72 13074.15 6814.78 39.926 13262.87 6729.38 6.642 5.856 6.22 1721.31 1705.86 5.54 5157.15 33.717 2587.34 5109.36 2584.63 106.094 5155.26 5162.44 15.009 7.761 6.19 162.12 162.60 4.71 8065.09 20.344 4039.01 7998.53 4037.92 83.486 8067.03 8079.23 12.165 6.415 5.43 253.96 254.06 4.24 9944.68 14.532 5094.05 9955.49 5119.98 57.183 9945.86 10197.52 8.817 5.429 4.88 321.96 321.69 4.17 10755.91 14.395 5404.46 10681.74 5399.64 86.276 10752.07 10757.61 12.452 5.274 4.25 341.95 341.75 3.97 13092.99 11.644 6621.36 13014.85 6610.46 40.012 13040.05 13132.81 6.706 3.924 4.07 423.20 422.72 3.64 17469.7 8.353 8770.70 17367.81 8747.72 31.529 17533.67 17495.80 5.646 3.482 3.62 554.03 553.71 3.77 21778.95 7.885 11057.78 21822.01 11009.78 30.318 22230.08 22066.90 5.589 3.328 3.47 705.52 702.43 4.70 OpenBenchmarking.org
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RX 6800 XT RTX 2070 SUPER RTX 3060 Ti RX 6800 RTX 2060 SUPER RTX 2060 RTX 3060 RX 6700 XT RX 6600 XT GTX 1660 SUPER RX 5700 XT RX Vega 56 RX 5600 XT Radeon VII RX 5500 XT 9K 18K 27K 36K 45K SE +/- 147.93, N = 3 SE +/- 99.05, N = 3 SE +/- 103.38, N = 3 SE +/- 64.67, N = 3 SE +/- 10.53, N = 3 SE +/- 36.07, N = 3 SE +/- 49.71, N = 3 SE +/- 32.86, N = 3 SE +/- 9.97, N = 3 SE +/- 82.12, N = 3 SE +/- 0.07, N = 3 SE +/- 12.50, N = 3 SE +/- 1.97, N = 3 SE +/- 4.72, N = 3 SE +/- 0.07, N = 3 SE +/- 74.64, N = 3 SE +/- 28.02, N = 3 SE +/- 1.11, N = 3 SE +/- 8.58, N = 3 SE +/- 0.33, N = 3 40573.04 38186.65 33493.94 22914.41 22416.29 21778.95 19279.23 18872.82 17469.70 16298.10 14302.39 13321.22 13092.99 10755.91 10733.52 9944.68 9496.70 8065.09 6681.82 5157.15
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single Radeon VII RX 6800 XT RX 6800 RTX 3090 RTX 3080 Ti RTX 3080 RX 6700 XT RX Vega 56 RTX 3070 Ti RX 6600 XT RX 5700 XT RTX 3060 Ti RTX 3070 RTX 2070 SUPER RX 5600 XT RTX 2060 SUPER RTX 3060 RTX 2060 GTX 1660 SUPER RX 5500 XT RX 590 GTX 1060 11 22 33 44 55 SE +/- 0.020, N = 6 SE +/- 0.002, N = 6 SE +/- 0.001, N = 6 SE +/- 0.008, N = 5 SE +/- 0.005, N = 5 SE +/- 0.010, N = 5 SE +/- 0.001, N = 6 SE +/- 0.021, N = 6 SE +/- 0.005, N = 5 SE +/- 0.009, N = 6 SE +/- 0.034, N = 6 SE +/- 0.004, N = 5 SE +/- 0.014, N = 5 SE +/- 0.013, N = 5 SE +/- 0.031, N = 5 SE +/- 0.034, N = 5 SE +/- 0.010, N = 4 SE +/- 0.036, N = 4 SE +/- 0.047, N = 4 SE +/- 0.009, N = 5 SE +/- 0.153, N = 5 SE +/- 0.056, N = 4 7.201 7.885 8.353 9.294 9.542 11.256 11.644 12.053 13.558 14.395 14.532 17.659 17.851 19.423 20.344 22.156 23.157 27.218 29.715 33.717 34.446 49.467 1. (CXX) g++ options: -O3 -pthread
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RX 6800 XT RTX 3070 Ti RTX 3070 RX 6800 RTX 2070 SUPER RTX 3060 Ti RTX 2060 SUPER Radeon VII RX 6700 XT RTX 2060 RTX 3060 RX 6600 XT RX 5700 XT RX Vega 56 GTX 1660 SUPER RX 5600 XT RX 5500 XT 4K 8K 12K 16K 20K SE +/- 41.48, N = 3 SE +/- 40.59, N = 3 SE +/- 3.49, N = 3 SE +/- 27.86, N = 3 SE +/- 18.63, N = 3 SE +/- 0.76, N = 3 SE +/- 1.58, N = 3 SE +/- 0.15, N = 3 SE +/- 6.70, N = 3 SE +/- 18.40, N = 3 SE +/- 15.96, N = 3 SE +/- 0.33, N = 3 SE +/- 1.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.13, N = 3 SE +/- 13.77, N = 3 SE +/- 7.53, N = 3 SE +/- 3.94, N = 3 SE +/- 0.22, N = 3 SE +/- 0.14, N = 3 16924.61 16293.69 14579.75 11057.78 10244.56 10081.35 8770.70 8582.22 8491.18 7224.24 6647.72 6621.36 6339.59 6000.32 5404.46 5094.05 4798.18 4715.61 4039.01 2587.34
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RX 6800 XT RX 6800 RTX 3070 Ti RTX 3070 Radeon VII RX 6700 XT RTX 3060 Ti RX 6600 XT RX 5700 XT RTX 2070 SUPER RX Vega 56 RTX 3060 RTX 2060 SUPER RX 5600 XT RTX 2060 RX 590 GTX 1660 SUPER RX 5500 XT GTX 1060 6K 12K 18K 24K 30K SE +/- 182.18, N = 3 SE +/- 192.34, N = 3 SE +/- 113.98, N = 3 SE +/- 107.93, N = 3 SE +/- 5.91, N = 3 SE +/- 38.07, N = 3 SE +/- 15.51, N = 3 SE +/- 69.39, N = 3 SE +/- 7.89, N = 3 SE +/- 25.16, N = 3 SE +/- 5.68, N = 3 SE +/- 49.52, N = 3 SE +/- 49.49, N = 3 SE +/- 33.82, N = 3 SE +/- 11.01, N = 3 SE +/- 58.84, N = 3 SE +/- 3.43, N = 3 SE +/- 38.24, N = 3 SE +/- 3.91, N = 3 SE +/- 13.44, N = 3 SE +/- 0.80, N = 3 SE +/- 23.89, N = 3 27576.46 26140.97 22849.13 21822.01 17367.81 15575.92 15256.89 13074.15 13014.85 12873.43 10681.74 9955.49 9848.44 9106.57 9050.40 8327.40 7998.53 7332.64 6683.79 5500.55 5109.36 4704.77
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar RTX 3090 RTX 3080 Ti RTX 3080 RX 6800 XT RX 6800 RTX 3070 Ti RTX 3070 Radeon VII RX 6700 XT RTX 2070 SUPER RTX 3060 Ti RTX 2060 SUPER RX 6600 XT RX Vega 56 RX 5700 XT RTX 2060 RTX 3060 RX 5600 XT GTX 1660 SUPER RX 5500 XT 3K 6K 9K 12K 15K SE +/- 19.61, N = 3 SE +/- 0.55, N = 3 SE +/- 3.30, N = 3 SE +/- 32.49, N = 3 SE +/- 1.84, N = 3 SE +/- 0.12, N = 3 SE +/- 18.22, N = 3 SE +/- 31.17, N = 3 SE +/- 0.97, N = 3 SE +/- 6.43, N = 3 SE +/- 9.95, N = 3 SE +/- 14.16, N = 3 SE +/- 0.24, N = 3 SE +/- 12.37, N = 3 SE +/- 1.20, N = 3 SE +/- 0.34, N = 3 SE +/- 0.12, N = 3 SE +/- 0.29, N = 3 SE +/- 8.46, N = 3 SE +/- 0.41, N = 3 13672.11 12913.39 11298.47 11009.78 8747.72 7732.56 7599.76 6814.78 6610.46 6453.71 6402.97 5452.73 5399.64 5229.82 5119.98 4798.59 4511.99 4037.92 3606.83 2584.63
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes RTX 3090 RTX 3080 Ti RX 6800 XT RX 6800 RTX 3080 Radeon VII RX 6700 XT RTX 3070 Ti RTX 3070 RTX 3060 Ti RX 5700 XT RX Vega 56 RTX 2070 SUPER RTX 3060 RTX 2060 SUPER RX 5600 XT RTX 2060 RX 6600 XT RX 590 RX 5500 XT GTX 1660 SUPER GTX 1060 30 60 90 120 150 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.20, N = 3 SE +/- 0.05, N = 3 SE +/- 0.24, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 28.39 29.57 30.32 31.53 32.64 39.93 40.01 40.98 47.63 51.04 57.18 60.08 63.24 67.93 76.08 83.49 85.84 86.28 98.04 106.09 119.43 143.34
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar RX 6800 XT RTX 3090 RTX 3080 Ti RX 6800 RTX 3080 Radeon VII RX 6700 XT RTX 3070 Ti RTX 3070 RX 6600 XT RX Vega 56 RX 5700 XT RTX 2070 SUPER RTX 3060 Ti RTX 2060 SUPER RX 5600 XT RTX 2060 RX 590 RTX 3060 GTX 1660 SUPER RX 5500 XT GTX 1060 5K 10K 15K 20K 25K SE +/- 175.46, N = 3 SE +/- 140.43, N = 3 SE +/- 130.18, N = 3 SE +/- 38.03, N = 3 SE +/- 70.45, N = 3 SE +/- 28.07, N = 3 SE +/- 26.26, N = 3 SE +/- 36.30, N = 3 SE +/- 31.94, N = 3 SE +/- 7.61, N = 3 SE +/- 86.46, N = 3 SE +/- 87.56, N = 3 SE +/- 50.39, N = 3 SE +/- 38.46, N = 3 SE +/- 82.32, N = 3 SE +/- 4.30, N = 3 SE +/- 56.59, N = 3 SE +/- 13.61, N = 3 SE +/- 6.63, N = 3 SE +/- 12.10, N = 3 SE +/- 1.15, N = 3 SE +/- 25.67, N = 3 22230.08 20908.59 19733.67 17533.67 17234.96 13262.87 13040.05 11744.81 11550.60 10752.07 10040.70 9945.86 9835.36 9738.88 8340.92 8067.03 7339.69 6953.37 6828.97 5516.57 5155.26 4694.21
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar RX 6800 XT RTX 3090 RTX 3080 Ti RX 6800 RTX 3080 RX 6700 XT RTX 3070 Ti RTX 3070 RX 6600 XT RX 5700 XT RTX 2070 SUPER RTX 3060 Ti RX Vega 56 RTX 2060 SUPER RX 5600 XT RTX 2060 RTX 3060 Radeon VII GTX 1660 SUPER RX 5500 XT 5K 10K 15K 20K 25K SE +/- 89.69, N = 3 SE +/- 65.37, N = 3 SE +/- 105.47, N = 3 SE +/- 8.83, N = 3 SE +/- 51.73, N = 3 SE +/- 7.33, N = 3 SE +/- 32.02, N = 3 SE +/- 12.82, N = 3 SE +/- 3.07, N = 3 SE +/- 21.72, N = 3 SE +/- 48.08, N = 3 SE +/- 3.67, N = 3 SE +/- 33.88, N = 3 SE +/- 46.80, N = 3 SE +/- 1.84, N = 3 SE +/- 18.95, N = 3 SE +/- 7.06, N = 3 SE +/- 28.65, N = 3 SE +/- 0.07, N = 3 SE +/- 0.42, N = 3 22066.90 20775.59 19620.97 17495.80 17223.77 13132.81 11786.22 11546.64 10757.61 10197.52 9860.84 9727.14 9587.57 8324.29 8079.23 7323.43 6856.65 6729.38 5479.52 5162.44
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No RX 6800 XT RTX 3090 RX 6800 RTX 3080 Ti RTX 3080 Radeon VII RX 6700 XT RTX 3070 Ti RTX 3070 RTX 3060 Ti RX 5700 XT RX Vega 56 RTX 2070 SUPER RTX 3060 RTX 2060 SUPER RX 5600 XT RX 6600 XT RTX 2060 RX 590 RX 5500 XT GTX 1660 SUPER GTX 1060 5 10 15 20 25 SE +/- 0.023, N = 7 SE +/- 0.019, N = 7 SE +/- 0.013, N = 7 SE +/- 0.017, N = 7 SE +/- 0.016, N = 7 SE +/- 0.011, N = 6 SE +/- 0.011, N = 6 SE +/- 0.020, N = 6 SE +/- 0.008, N = 6 SE +/- 0.015, N = 5 SE +/- 0.012, N = 5 SE +/- 0.028, N = 5 SE +/- 0.013, N = 5 SE +/- 0.017, N = 5 SE +/- 0.018, N = 4 SE +/- 0.004, N = 4 SE +/- 0.024, N = 4 SE +/- 0.026, N = 4 SE +/- 0.022, N = 4 SE +/- 0.018, N = 4 SE +/- 0.022, N = 3 SE +/- 0.016, N = 3 5.589 5.592 5.646 5.730 6.113 6.642 6.706 7.129 7.957 8.401 8.817 9.173 9.980 10.511 11.537 12.165 12.452 12.756 13.981 15.009 16.932 19.842
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 2070 SUPER RTX 2060 SUPER RTX 3060 RTX 2060 GTX 1660 SUPER GTX 1060 10K 20K 30K 40K 50K SE +/- 565.51, N = 9 SE +/- 525.66, N = 3 SE +/- 587.13, N = 3 SE +/- 327.03, N = 9 SE +/- 438.67, N = 3 SE +/- 424.66, N = 3 SE +/- 208.18, N = 3 SE +/- 296.25, N = 3 SE +/- 273.14, N = 3 SE +/- 113.23, N = 3 SE +/- 122.74, N = 3 44485 43896 42022 37929 33586 32253 30091 29454 27345 23453 21343 14876 1. (CXX) g++ options: -O3 -pthread
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes RTX 3090 RX 6800 XT RTX 3080 Ti RTX 3080 RX 6800 RTX 3070 Ti RX 6700 XT RTX 3070 RTX 3060 Ti RTX 2070 SUPER RTX 3060 RX 6600 XT RTX 2060 SUPER RX 5700 XT RTX 2060 Radeon VII RX 5600 XT RX Vega 56 GTX 1660 SUPER RX 5500 XT RX 590 GTX 1060 3 6 9 12 15 SE +/- 0.004, N = 9 SE +/- 0.009, N = 9 SE +/- 0.002, N = 9 SE +/- 0.004, N = 9 SE +/- 0.004, N = 9 SE +/- 0.002, N = 8 SE +/- 0.005, N = 8 SE +/- 0.007, N = 8 SE +/- 0.005, N = 8 SE +/- 0.004, N = 8 SE +/- 0.006, N = 7 SE +/- 0.005, N = 7 SE +/- 0.007, N = 7 SE +/- 0.078, N = 12 SE +/- 0.010, N = 7 SE +/- 0.007, N = 7 SE +/- 0.030, N = 6 SE +/- 0.006, N = 6 SE +/- 0.012, N = 6 SE +/- 0.027, N = 6 SE +/- 0.008, N = 6 SE +/- 0.012, N = 5 3.292 3.328 3.352 3.435 3.482 3.811 3.924 4.179 4.273 4.827 4.976 5.274 5.309 5.429 5.855 5.856 6.415 6.896 7.086 7.761 8.115 9.353
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet50 RX 6800 XT RTX 3080 RTX 3090 RTX 3080 Ti RX 6800 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 2070 SUPER RX 6700 XT RTX 2060 SUPER RX 6600 XT RTX 3060 RTX 2060 RX 5700 XT RX 5600 XT GTX 1660 SUPER RX 5500 XT Radeon VII RX Vega 56 RX 590 GTX 1060 2 4 6 8 10 SE +/- 0.06, N = 15 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 6 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 15 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 9 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 15 SE +/- 0.09, N = 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 3.47 3.50 3.57 3.59 3.62 3.70 3.86 4.01 4.03 4.07 4.25 4.25 4.28 4.59 4.88 5.43 5.50 6.19 6.22 6.46 7.23 7.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 Radeon VII RX 6800 XT RTX 3090 RTX 3080 Ti RX 6800 RTX 3080 RX Vega 56 RX 6700 XT RTX 3070 Ti RTX 3070 RX 6600 XT RX 5700 XT RTX 2070 SUPER RTX 3060 Ti RX 590 RTX 2060 SUPER RX 5600 XT RTX 2060 RTX 3060 GTX 1660 SUPER RX 5500 XT GTX 1060 400 800 1200 1600 2000 SE +/- 0.17, N = 3 SE +/- 0.52, N = 3 SE +/- 0.27, N = 2 SE +/- 0.18, N = 3 SE +/- 0.31, N = 3 SE +/- 1.17, N = 3 SE +/- 1.30, N = 3 SE +/- 0.13, N = 3 SE +/- 1.33, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.94, N = 2 SE +/- 0.00, N = 2 SE +/- 0.00, N = 3 SE +/- 1.35, N = 3 SE +/- 0.13, N = 2 SE +/- 0.59, N = 3 SE +/- 0.70, N = 2 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.42, N = 3 1721.31 705.52 650.91 615.20 554.03 538.35 447.10 423.20 367.89 362.26 341.95 321.96 307.83 304.89 298.19 259.25 253.96 228.39 213.25 172.51 162.12 150.72
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar Radeon VII RX 6800 XT RTX 3090 RTX 3080 Ti RX 6800 RTX 3080 RX Vega 56 RX 6700 XT RTX 3070 Ti RTX 3070 RX 6600 XT RX 5700 XT RTX 2070 SUPER RTX 3060 Ti RX 590 RTX 2060 SUPER RX 5600 XT RTX 2060 RTX 3060 GTX 1660 SUPER RX 5500 XT GTX 1060 400 800 1200 1600 2000 SE +/- 2.46, N = 3 SE +/- 2.70, N = 3 SE +/- 2.50, N = 3 SE +/- 2.16, N = 3 SE +/- 0.13, N = 3 SE +/- 1.59, N = 3 SE +/- 1.54, N = 3 SE +/- 0.09, N = 3 SE +/- 1.45, N = 3 SE +/- 0.48, N = 3 SE +/- 0.05, N = 3 SE +/- 0.40, N = 3 SE +/- 0.30, N = 3 SE +/- 0.75, N = 3 SE +/- 0.00, N = 3 SE +/- 1.34, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.41, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.44, N = 3 1705.86 702.43 653.58 613.48 553.71 537.00 446.52 422.72 368.14 360.15 341.75 321.69 307.18 304.12 298.18 259.78 254.06 227.95 213.30 172.58 162.60 150.94
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS Per Watt, More Is Better vkpeak 20210424 fp64-vec4 RTX 3060 Ti RTX 3090 RTX 3070 Ti 0.6363 1.2726 1.9089 2.5452 3.1815 2.828 2.522 2.353
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring RX 6600 XT RTX 2070 SUPER RX 5600 XT RTX 3060 Ti RTX 3060 RTX 2060 SUPER RTX 2060 RTX 3090 RTX 3070 GTX 1060 RX 5500 XT RX 6800 Radeon VII GTX 1660 SUPER RX 6700 XT RTX 3080 RTX 3070 Ti RTX 3080 Ti RX 5700 XT RX 590 RX Vega 56 RX 6800 XT 15 30 45 60 75 Min: 28 / Avg: 30.13 / Max: 35 Min: 29 / Avg: 48.42 / Max: 69 Min: 27 / Avg: 49.45 / Max: 62 Min: 29 / Avg: 51.13 / Max: 70 Min: 32 / Avg: 51.32 / Max: 64 Min: 28 / Avg: 52.17 / Max: 70 Min: 35 / Avg: 52.21 / Max: 69 Min: 25 / Avg: 52.5 / Max: 67 Min: 34 / Avg: 52.55 / Max: 72 Min: 28 / Avg: 52.94 / Max: 70 Min: 38 / Avg: 53.81 / Max: 67 Min: 29 / Avg: 53.84 / Max: 64 Min: 27 / Avg: 54.13 / Max: 71 Min: 38 / Avg: 54.65 / Max: 69 Min: 33 / Avg: 56.98 / Max: 77 Min: 40 / Avg: 57.21 / Max: 72 Min: 28 / Avg: 58.07 / Max: 76 Min: 28 / Avg: 58.35 / Max: 73 Min: 30 / Avg: 60.93 / Max: 77 Min: 25 / Avg: 61.18 / Max: 73 Min: 29 / Avg: 61.25 / Max: 75 Min: 27 / Avg: 61.51 / Max: 78
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring RX 6600 XT RX 5500 XT GTX 1060 GTX 1660 SUPER RTX 3060 RX 5600 XT RX 6700 XT RTX 2060 RTX 3060 Ti RX 6800 RTX 2060 SUPER RTX 3070 RTX 2070 SUPER RX 5700 XT RX Vega 56 Radeon VII RTX 3070 Ti RX 6800 XT RTX 3080 RX 590 RTX 3090 RTX 3080 Ti 60 120 180 240 300 Min: 3 / Avg: 13.37 / Max: 108 Min: 3 / Avg: 49.6 / Max: 124 Min: 6.16 / Avg: 63.88 / Max: 137.68 Min: 13.72 / Avg: 71.25 / Max: 129.96 Min: 16.67 / Avg: 75.8 / Max: 166.1 Min: 7 / Avg: 76.28 / Max: 169 Min: 5 / Avg: 78.84 / Max: 239 Min: 17.66 / Avg: 80.89 / Max: 163.71 Min: 10.23 / Avg: 87.56 / Max: 197.5 Min: 5 / Avg: 90.35 / Max: 205 Min: 16.42 / Avg: 90.69 / Max: 184.82 Min: 16.95 / Avg: 91.59 / Max: 219.79 Min: 18.77 / Avg: 98.55 / Max: 220.39 Min: 8 / Avg: 110.22 / Max: 234 Min: 3 / Avg: 115.36 / Max: 167 Min: 20 / Avg: 117.97 / Max: 263 Min: 14.18 / Avg: 122.7 / Max: 289.29 Min: 6 / Avg: 127.31 / Max: 258 Min: 6.8 / Avg: 148.53 / Max: 319.56 Min: 31.16 / Avg: 151.45 / Max: 189.04 Min: 7.23 / Avg: 162.52 / Max: 347.53 Min: 14.62 / Avg: 179.14 / Max: 343.21
VkResample GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better VkResample 1.0 GPU Temperature Monitor RX 6600 XT RX 590 RTX 2070 SUPER RX 5600 XT RTX 2060 SUPER Radeon VII RTX 3060 Ti RTX 2060 RTX 3090 RTX 3070 RX Vega 56 RTX 3060 GTX 1660 SUPER GTX 1060 RX 5700 XT RTX 3080 Ti RTX 3080 RTX 3070 Ti RX 5500 XT RX 6800 RX 6700 XT RX 6800 XT 12 24 36 48 60 Min: 28 / Avg: 29.17 / Max: 34 Min: 30 / Avg: 35.17 / Max: 45 Min: 37 / Avg: 40.17 / Max: 48 Min: 39 / Avg: 41.76 / Max: 49 Min: 39 / Avg: 42.36 / Max: 52 Min: 40 / Avg: 42.38 / Max: 48 Min: 39 / Avg: 42.99 / Max: 54 Min: 41 / Avg: 44.53 / Max: 53 Min: 42 / Avg: 44.8 / Max: 53 Min: 41 / Avg: 44.9 / Max: 54 Min: 43 / Avg: 45.27 / Max: 49 Min: 42 / Avg: 45.79 / Max: 55 Min: 42 / Avg: 46.56 / Max: 59 Min: 44 / Avg: 46.68 / Max: 50 Min: 44 / Avg: 46.95 / Max: 55 Min: 45 / Avg: 48.51 / Max: 54 Min: 45 / Avg: 48.91 / Max: 57 Min: 45 / Avg: 50.14 / Max: 63 Min: 47 / Avg: 50.39 / Max: 57 Min: 50 / Avg: 51.72 / Max: 54 Min: 49 / Avg: 52.66 / Max: 60 Min: 52 / Avg: 56.17 / Max: 63
VkResample GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better VkResample 1.0 GPU Power Consumption Monitor RX 5500 XT RX 6600 XT RX 6700 XT RX 6800 RX Vega 56 RX 5600 XT RX 5700 XT RX 6800 XT Radeon VII GTX 1660 SUPER RTX 3060 RTX 3060 Ti RTX 2060 RTX 2060 SUPER RTX 3070 GTX 1060 RTX 2070 SUPER RX 590 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 60 120 180 240 300 Min: 3 / Avg: 15.59 / Max: 93 Min: 3 / Avg: 17.04 / Max: 108 Min: 5 / Avg: 17.21 / Max: 173 Min: 6 / Avg: 18.51 / Max: 153 Min: 3 / Avg: 19.8 / Max: 165 Min: 8 / Avg: 21.15 / Max: 87 Min: 9 / Avg: 23.74 / Max: 200 Min: 6 / Avg: 24.61 / Max: 198 Min: 20 / Avg: 32.49 / Max: 201 Min: 14.04 / Avg: 39.64 / Max: 123.69 Min: 17.45 / Avg: 40.32 / Max: 137.22 Min: 12.91 / Avg: 40.91 / Max: 177.8 Min: 17.91 / Avg: 43.15 / Max: 139.62 Min: 16.49 / Avg: 43.15 / Max: 173.68 Min: 17.61 / Avg: 44.65 / Max: 182.32 Min: 6.93 / Avg: 45.01 / Max: 96.24 Min: 19.78 / Avg: 49.49 / Max: 186.76 Min: 31.25 / Avg: 55.57 / Max: 123.2 Min: 16.14 / Avg: 57.62 / Max: 252.7 Min: 8.87 / Avg: 61.35 / Max: 257.64 Min: 15.17 / Avg: 70.11 / Max: 291.32 Min: 17.43 / Avg: 70.33 / Max: 312.43
VkFFT GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better VkFFT 1.1.1 GPU Temperature Monitor RTX 2070 SUPER RTX 2060 SUPER RTX 2060 GTX 1060 RTX 3060 Ti RTX 3060 RTX 3090 RTX 3070 GTX 1660 SUPER RTX 3080 RTX 3080 Ti RTX 3070 Ti 13 26 39 52 65 Min: 42 / Avg: 45.96 / Max: 54 Min: 45 / Avg: 49.39 / Max: 56 Min: 46 / Avg: 50.36 / Max: 57 Min: 46 / Avg: 50.39 / Max: 54 Min: 46 / Avg: 50.61 / Max: 59 Min: 42 / Avg: 50.79 / Max: 61 Min: 48 / Avg: 51.46 / Max: 57 Min: 47 / Avg: 51.56 / Max: 60 Min: 42 / Avg: 51.94 / Max: 61 Min: 51 / Avg: 56.11 / Max: 61 Min: 51 / Avg: 56.26 / Max: 60 Min: 50 / Avg: 58.73 / Max: 68
VkFFT GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better VkFFT 1.1.1 GPU Power Consumption Monitor GTX 1060 GTX 1660 SUPER RTX 2060 RTX 3060 RTX 2060 SUPER RTX 3060 Ti RTX 3070 RTX 2070 SUPER RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 40 80 120 160 200 Min: 23.07 / Avg: 56.89 / Max: 107.44 Min: 14.24 / Avg: 59.85 / Max: 129.96 Min: 18.1 / Avg: 67.77 / Max: 161.47 Min: 17.64 / Avg: 69.62 / Max: 108.4 Min: 16.49 / Avg: 76.78 / Max: 184.82 Min: 14.24 / Avg: 82.79 / Max: 129.81 Min: 18.08 / Avg: 83.74 / Max: 133.22 Min: 20.03 / Avg: 84.01 / Max: 215.9 Min: 17.27 / Avg: 119.25 / Max: 175.51 Min: 13.5 / Avg: 134.07 / Max: 196.73 Min: 11.61 / Avg: 148.46 / Max: 221.72 Min: 16.75 / Avg: 150.51 / Max: 220.34
VkFFT OpenBenchmarking.org Benchmark Score Per Watt, More Is Better VkFFT 1.1.1 RTX 3060 Ti RTX 3060 RTX 3070 RTX 2060 SUPER RTX 2070 SUPER GTX 1660 SUPER RTX 2060 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti GTX 1060 90 180 270 360 450 405.69 392.78 385.16 383.62 358.20 356.60 346.08 318.06 313.43 299.65 291.65 261.51
Waifu2x-NCNN Vulkan GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 GPU Temperature Monitor RX 6600 XT RX 590 RX 5600 XT RTX 3060 Radeon VII RX Vega 56 GTX 1660 SUPER RX 6800 RTX 3060 Ti RTX 2070 SUPER RTX 2060 RTX 3070 RTX 3090 RTX 2060 SUPER RX 5700 XT GTX 1060 RX 5500 XT RTX 3080 RX 6700 XT RTX 3080 Ti RTX 3070 Ti RX 6800 XT 13 26 39 52 65 Min: 41 / Avg: 44.77 / Max: 48 Min: 39 / Avg: 49.5 / Max: 56 Min: 44 / Avg: 49.84 / Max: 56 Min: 44 / Avg: 51.24 / Max: 58 Min: 47 / Avg: 52.41 / Max: 57 Min: 49 / Avg: 53.5 / Max: 57 Min: 44 / Avg: 53.79 / Max: 61 Min: 53 / Avg: 55.21 / Max: 58 Min: 51 / Avg: 55.68 / Max: 61 Min: 51 / Avg: 55.85 / Max: 62 Min: 51 / Avg: 56.05 / Max: 61 Min: 52 / Avg: 56.28 / Max: 62 Min: 53 / Avg: 56.3 / Max: 60 Min: 52 / Avg: 57.17 / Max: 62 Min: 52 / Avg: 58.1 / Max: 65 Min: 54 / Avg: 58.58 / Max: 61 Min: 54 / Avg: 58.8 / Max: 63 Min: 55 / Avg: 58.8 / Max: 63 Min: 54 / Avg: 58.83 / Max: 64 Min: 56 / Avg: 58.85 / Max: 63 Min: 54 / Avg: 59.68 / Max: 65 Min: 62 / Avg: 65.23 / Max: 69
Waifu2x-NCNN Vulkan GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 GPU Power Consumption Monitor RX 5500 XT RX 6600 XT RX 6700 XT RX 6800 RX 5600 XT Radeon VII GTX 1060 RTX 3060 GTX 1660 SUPER RX 6800 XT RX 5700 XT RTX 2060 RTX 3060 Ti RTX 3070 RX Vega 56 RTX 2060 SUPER RTX 2070 SUPER RX 590 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 50 100 150 200 250 Min: 4 / Avg: 46.13 / Max: 122 Min: 3 / Avg: 50.45 / Max: 150 Min: 5 / Avg: 56.11 / Max: 233 Min: 5 / Avg: 58.97 / Max: 143 Min: 7 / Avg: 62.59 / Max: 153 Min: 21 / Avg: 67.23 / Max: 258 Min: 7.42 / Avg: 73.36 / Max: 127.39 Min: 18.18 / Avg: 74.24 / Max: 126.77 Min: 15.02 / Avg: 76.17 / Max: 118.57 Min: 6 / Avg: 79.21 / Max: 190 Min: 8 / Avg: 84.39 / Max: 234 Min: 18.41 / Avg: 85.36 / Max: 151.18 Min: 14.84 / Avg: 88.29 / Max: 166.37 Min: 18.33 / Avg: 88.51 / Max: 172.13 Min: 3 / Avg: 89.85 / Max: 164 Min: 17.03 / Avg: 93.44 / Max: 166.64 Min: 20.73 / Avg: 96.76 / Max: 188.84 Min: 31.17 / Avg: 107.54 / Max: 154.11 Min: 18.55 / Avg: 119.28 / Max: 219.2 Min: 18.23 / Avg: 134.5 / Max: 258.48 Min: 12.8 / Avg: 148.42 / Max: 280.47 Min: 24.02 / Avg: 148.9 / Max: 275.78
RealSR-NCNN GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature Monitor RX 6600 XT RX 5600 XT RTX 3090 RTX 3060 RX 6800 RX 5500 XT RTX 2070 SUPER RX Vega 56 RTX 3080 Ti RTX 3060 Ti RTX 3080 RTX 2060 RTX 2060 SUPER RX 590 Radeon VII RTX 3070 GTX 1660 SUPER GTX 1060 RX 5700 XT RX 6800 XT RTX 3070 Ti RX 6700 XT 15 30 45 60 75 Min: 39 / Avg: 49.4 / Max: 52 Min: 38 / Avg: 57.15 / Max: 62 Min: 47 / Avg: 59.93 / Max: 66 Min: 42 / Avg: 60.65 / Max: 64 Min: 52 / Avg: 61.31 / Max: 64 Min: 46 / Avg: 62.17 / Max: 67 Min: 43 / Avg: 62.21 / Max: 69 Min: 51 / Avg: 64.31 / Max: 68 Min: 50 / Avg: 64.67 / Max: 71 Min: 43 / Avg: 64.91 / Max: 70 Min: 50 / Avg: 65.04 / Max: 72 Min: 46 / Avg: 65.14 / Max: 69 Min: 45 / Avg: 65.5 / Max: 70 Min: 42 / Avg: 66.06 / Max: 70 Min: 52 / Avg: 66.46 / Max: 70 Min: 47 / Avg: 66.72 / Max: 72 Min: 42 / Avg: 66.85 / Max: 69 Min: 52 / Avg: 66.93 / Max: 70 Min: 49 / Avg: 68.61 / Max: 74 Min: 55 / Avg: 70.31 / Max: 78 Min: 48 / Avg: 70.52 / Max: 76 Min: 55 / Avg: 73.02 / Max: 77
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor RX 5500 XT RX 6600 XT GTX 1060 GTX 1660 SUPER RX 5600 XT RX Vega 56 RTX 2060 RTX 3060 RTX 2060 SUPER RX 6700 XT RX 5700 XT RX 6800 RX 590 RTX 3060 Ti RTX 3070 RTX 2070 SUPER Radeon VII RX 6800 XT RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 60 120 180 240 300 Min: 4 / Avg: 90.06 / Max: 124 Min: 3 / Avg: 101.95 / Max: 143 Min: 28.18 / Avg: 114.39 / Max: 137.68 Min: 14.21 / Avg: 119.39 / Max: 127.84 Min: 7 / Avg: 123.55 / Max: 168 Min: 3 / Avg: 150.3 / Max: 167 Min: 18.12 / Avg: 150.33 / Max: 163.71 Min: 17.4 / Avg: 152.71 / Max: 166.1 Min: 17.02 / Avg: 162.94 / Max: 179.31 Min: 5 / Avg: 163.62 / Max: 239 Min: 8 / Avg: 165.04 / Max: 231 Min: 5 / Avg: 168.05 / Max: 205 Min: 31.21 / Avg: 172.35 / Max: 185.01 Min: 13.92 / Avg: 177.9 / Max: 197.5 Min: 18.02 / Avg: 195.37 / Max: 219.59 Min: 20.57 / Avg: 196.82 / Max: 219.11 Min: 21 / Avg: 204.64 / Max: 263 Min: 8 / Avg: 213.03 / Max: 258 Min: 16.5 / Avg: 256 / Max: 289.29 Min: 11.9 / Avg: 273.16 / Max: 319.56 Min: 24.16 / Avg: 291.52 / Max: 343.21 Min: 13.26 / Avg: 292.63 / Max: 346.99
RealSR-NCNN GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature Monitor RX 6600 XT RTX 2070 SUPER RX 5600 XT RTX 3060 Ti RTX 2060 SUPER RTX 3090 RTX 3060 RTX 2060 RX 5500 XT RTX 3070 RTX 3080 Radeon VII RTX 3080 Ti RX 6800 GTX 1660 SUPER RTX 3070 Ti GTX 1060 RX 5700 XT RX 6800 XT RX 6700 XT RX 590 RX Vega 56 13 26 39 52 65 Min: 36 / Avg: 43.02 / Max: 47 Min: 39 / Avg: 48.44 / Max: 55 Min: 36 / Avg: 48.52 / Max: 55 Min: 40 / Avg: 51 / Max: 60 Min: 40 / Avg: 51.26 / Max: 58 Min: 46 / Avg: 51.92 / Max: 57 Min: 41 / Avg: 52.09 / Max: 59 Min: 41 / Avg: 52.58 / Max: 60 Min: 44 / Avg: 52.96 / Max: 58 Min: 43 / Avg: 53.12 / Max: 62 Min: 46 / Avg: 53.38 / Max: 60 Min: 45 / Avg: 53.65 / Max: 61 Min: 46 / Avg: 53.73 / Max: 59 Min: 49 / Avg: 53.79 / Max: 58 Min: 38 / Avg: 55.2 / Max: 64 Min: 42 / Avg: 56.02 / Max: 66 Min: 45 / Avg: 56.24 / Max: 62 Min: 46 / Avg: 56.48 / Max: 64 Min: 52 / Avg: 57.49 / Max: 64 Min: 45 / Avg: 57.72 / Max: 69 Min: 45 / Avg: 58.44 / Max: 65 Min: 50 / Avg: 61.12 / Max: 67
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor RX 5500 XT RX 6600 XT RX 6800 RX 5600 XT RX 6700 XT GTX 1060 RX Vega 56 GTX 1660 SUPER RX 5700 XT RX 6800 XT RTX 3060 RTX 2060 RTX 3060 Ti RTX 2060 SUPER Radeon VII RTX 3070 RTX 2070 SUPER RX 590 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 60 120 180 240 300 Min: 3 / Avg: 66.09 / Max: 123 Min: 3 / Avg: 71.27 / Max: 141 Min: 5 / Avg: 84.31 / Max: 205 Min: 8 / Avg: 84.66 / Max: 169 Min: 5 / Avg: 91.17 / Max: 228 Min: 6.84 / Avg: 92.1 / Max: 123.27 Min: 4 / Avg: 93.42 / Max: 167 Min: 14.32 / Avg: 94.88 / Max: 128.15 Min: 9 / Avg: 100.11 / Max: 198 Min: 6 / Avg: 102 / Max: 257 Min: 17.45 / Avg: 105.81 / Max: 164.06 Min: 17.89 / Avg: 108.76 / Max: 163.46 Min: 13.15 / Avg: 111.6 / Max: 197.4 Min: 16.69 / Avg: 114.21 / Max: 178.65 Min: 20 / Avg: 116.56 / Max: 256 Min: 17.53 / Avg: 120.4 / Max: 219.79 Min: 19.34 / Avg: 132.51 / Max: 220.39 Min: 31.17 / Avg: 134.11 / Max: 181.05 Min: 15.63 / Avg: 156.82 / Max: 289.07 Min: 14.29 / Avg: 160.6 / Max: 319 Min: 18.68 / Avg: 169.65 / Max: 339.9 Min: 16.02 / Avg: 170.93 / Max: 347.53
vkpeak GPU Temperature Monitor OpenBenchmarking.org Celsius, Fewer Is Better vkpeak 20210424 GPU Temperature Monitor RX 6600 XT GTX 1060 RX 5600 XT RTX 3060 RTX 2070 SUPER RX 6800 RTX 3060 Ti RX 5500 XT RTX 3070 GTX 1660 SUPER RTX 2060 SUPER RTX 2060 RTX 3090 RTX 3070 Ti Radeon VII RX 6700 XT RTX 3080 RX 590 RTX 3080 Ti RX 5700 XT RX Vega 56 RX 6800 XT 15 30 45 60 75 Min: 31 / Avg: 50.65 / Max: 58 Min: 28 / Avg: 50.79 / Max: 56 Min: 27 / Avg: 51.78 / Max: 59 Min: 32 / Avg: 52.52 / Max: 57 Min: 29 / Avg: 52.58 / Max: 60 Min: 29 / Avg: 54.21 / Max: 60 Min: 29 / Avg: 55.44 / Max: 65 Min: 38 / Avg: 56.84 / Max: 62 Min: 34 / Avg: 57.27 / Max: 66 Min: 38 / Avg: 57.97 / Max: 63 Min: 28 / Avg: 58.64 / Max: 68 Min: 38 / Avg: 58.83 / Max: 65 Min: 25 / Avg: 59.63 / Max: 67 Min: 28 / Avg: 60.01 / Max: 70 Min: 27 / Avg: 63.13 / Max: 71 Min: 33 / Avg: 63.14 / Max: 70 Min: 40 / Avg: 64.07 / Max: 70 Min: 27 / Avg: 64.35 / Max: 73 Min: 28 / Avg: 66.06 / Max: 73 Min: 30 / Avg: 66.99 / Max: 77 Min: 30 / Avg: 68.12 / Max: 75 Min: 27 / Avg: 68.78 / Max: 77
vkpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better vkpeak 20210424 GPU Power Consumption Monitor GTX 1060 RX 5500 XT RTX 3060 GTX 1660 SUPER RX 5600 XT RX 6600 XT RTX 3060 Ti RTX 2060 RTX 3070 RTX 2060 SUPER RTX 2070 SUPER RX 6800 RX 6700 XT RX 5700 XT RTX 3070 Ti RX Vega 56 RX 590 Radeon VII RTX 3080 RX 6800 XT RTX 3090 RTX 3080 Ti 50 100 150 200 250 Min: 6.16 / Avg: 63.3 / Max: 74.12 Min: 4 / Avg: 69.92 / Max: 91 Min: 16.67 / Avg: 84.63 / Max: 109.21 Min: 13.78 / Avg: 84.75 / Max: 99.59 Min: 8 / Avg: 93.17 / Max: 122 Min: 3 / Avg: 99.94 / Max: 145 Min: 10.23 / Avg: 107.79 / Max: 153.12 Min: 17.76 / Avg: 110.43 / Max: 141.61 Min: 16.95 / Avg: 119.52 / Max: 176.14 Min: 17.24 / Avg: 124.12 / Max: 162.3 Min: 20.57 / Avg: 125.34 / Max: 176.63 Min: 5 / Avg: 136.6 / Max: 177 Min: 5 / Avg: 138.29 / Max: 191 Min: 8 / Avg: 145.04 / Max: 187 Min: 14.32 / Avg: 156.38 / Max: 215.82 Min: 4 / Avg: 161.83 / Max: 166 Min: 31.22 / Avg: 164.97 / Max: 187.19 Min: 21 / Avg: 194.74 / Max: 258 Min: 6.8 / Avg: 215.85 / Max: 258.02 Min: 7 / Avg: 219.37 / Max: 257 Min: 7.23 / Avg: 258.12 / Max: 299.92 Min: 14.95 / Avg: 264.88 / Max: 301.57
vkpeak int16-vec4 OpenBenchmarking.org GIOPS Per Watt, More Is Better vkpeak 20210424 int16-vec4 RTX 3070 RTX 3060 RTX 2070 SUPER RTX 3080 RX 6800 RTX 3080 Ti RTX 2060 SUPER RTX 2060 GTX 1660 SUPER RX 6600 XT RX 6800 XT RX 6700 XT RX 5600 XT RX 5500 XT RX 5700 XT Radeon VII RX Vega 56 20 40 60 80 100 84.35 70.90 68.47 67.55 64.21 61.51 58.21 57.41 55.64 54.08 50.41 47.88 43.35 37.01 35.12 34.14 29.65
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd RX 6700 XT RX 6800 RX 6600 XT RTX 3080 RX 5700 XT RX 5600 XT RTX 3080 Ti RTX 3090 RTX 3060 Ti RTX 3070 Ti RX 6800 XT RX 5500 XT RTX 3070 RTX 3060 RTX 2070 SUPER RTX 2060 RX Vega 56 RTX 2060 SUPER Radeon VII GTX 1660 SUPER RX 590 GTX 1060 2 4 6 8 10 SE +/- 0.07, N = 15 SE +/- 0.07, N = 3 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 2 SE +/- 0.08, N = 3 SE +/- 0.17, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 6 SE +/- 0.04, N = 3 SE +/- 0.18, N = 15 SE +/- 0.05, N = 15 SE +/- 0.14, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 9 SE +/- 0.01, N = 3 SE +/- 0.20, N = 3 SE +/- 0.10, N = 15 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 3.64 3.77 3.97 4.12 4.17 4.24 4.33 4.36 4.51 4.61 4.70 4.71 4.75 5.00 5.03 5.40 5.41 5.46 5.54 5.77 5.94 7.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Phoronix Test Suite v10.8.4