RealSR-NCNN AMD vs. NVIDIA Vulkan Linux Benchmarks

Vulkan RealSR NCNN benchmarks by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2009255-PTS-REALSRNC48&sor.

RealSR-NCNN AMD vs. NVIDIA Vulkan Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 980 TiGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VIIAMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GM200 HD AudioDELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-47-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 1.2 CUDA 11.0.228 + OpenCL 2.0 AMD-APP (3182.0)1.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GP106 HD AudioNVIDIA GeForce GTX 1070 8GB (1506/4006MHz)NVIDIA GP104 HD AudioNVIDIA GeForce GTX 1080 8GB (1607/5005MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)NVIDIA Device 10faASUS NVIDIA GeForce GTX 1650 SUPER 4GB (1530/6000MHz)NVIDIA TU116 HD AudioASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (450/405MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (480/405MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (390/405MHz)AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI Audio5.9.0-050900rc6daily20200925-generic (x86_64) 202009244.6 Mesa 20.3.0-devel (git-3173367 2020-09-25 focal-oibaf-ppa) (LLVM 10.0.1)OpenCL 2.0 AMD-APP (3182.0)1.2.145Sapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Navi 10 HDMI AudioAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 HDMI AudioOpenBenchmarking.orgProcessor Details- Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013Security 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

RealSR-NCNN AMD vs. NVIDIA Vulkan Linux Benchmarksrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - NoGTX 980 TiGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRX Vega 56RX 5600 XTRX 5700RX 5700 XTRadeon VII112.62216.216143.72720.410102.38815.230116.07317.137215.41229.393186.01125.659138.32719.849119.32517.404117.25217.16186.16813.29676.48812.14275.24412.00063.74110.57759.82310.00654.6119.40044.5648.11242.2007.82466.17110.26279.94912.04759.4149.44155.6198.99141.4197.207OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRadeon VIITITAN RTXRTX 2080 TiRTX 2080 SUPERRX 5700 XTRX 5700RTX 2080RTX 2070 SUPERRX Vega 56RTX 2070RTX 2060 SUPERRX 5600 XTRTX 2060GTX 1070GTX 980 TiGTX 1080GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1060GTX 1650 SUPERGTX 165050100150200250SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.42, N = 3SE +/- 0.26, N = 3SE +/- 0.02, N = 3SE +/- 0.52, N = 3SE +/- 0.39, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.31, N = 3SE +/- 0.67, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.24, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 0.43, N = 341.4242.2044.5654.6155.6259.4159.8263.7466.1775.2476.4979.9586.17102.39112.62116.07117.25119.33138.33143.73186.01215.41

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorGTX 1650GTX 1650 SUPERGTX 1660GTX 1060GTX 1660 SUPERGTX 1660 TiRX 5600 XTRX 5700GTX 1070RTX 2060RX Vega 56GTX 1080RX 5700 XTRTX 2070RTX 2060 SUPERRTX 2080RTX 2070 SUPERRadeon VIIGTX 980 TiRTX 2080 SUPERRTX 2080 TiTITAN RTX50100150200250Min: 5.52 / Avg: 64.94 / Max: 68.76Min: 6.51 / Avg: 87.15 / Max: 96.54Min: 6.8 / Avg: 99 / Max: 108Min: 6.34 / Avg: 113.29 / Max: 131.65Min: 10.55 / Avg: 118.95 / Max: 128.39Min: 6.82 / Avg: 121.91 / Max: 133.64Min: 22 / Avg: 125.49 / Max: 173Min: 32 / Avg: 138.17 / Max: 169Min: 7.87 / Avg: 138.68 / Max: 155.35Min: 9.51 / Avg: 148.36 / Max: 164.74Min: 10 / Avg: 151.41 / Max: 167Min: 6.8 / Avg: 152.76 / Max: 198.23Min: 29 / Avg: 161.67 / Max: 217Min: 7.85 / Avg: 161.73 / Max: 179.17Min: 10.43 / Avg: 161.76 / Max: 179.88Min: 14.08 / Avg: 194 / Max: 220.38Min: 14.51 / Avg: 195.24 / Max: 220.42Min: 21 / Avg: 207.96 / Max: 263Min: 15.5 / Avg: 208.86 / Max: 230.94Min: 8.98 / Avg: 222.36 / Max: 256.38Min: 6.01 / Avg: 226.9 / Max: 265.55Min: 6.65 / Avg: 243.62 / Max: 287.26

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorRTX 2080 TiTITAN RTXRadeon VIIRTX 2070 SUPERGTX 1650 SUPERRTX 2080 SUPERRX 5700RTX 2060RX 5600 XTGTX 1650GTX 1660 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2070GTX 1060RX Vega 56RX 5700 XTGTX 1070GTX 1660GTX 1080RTX 2080GTX 980 Ti1632486480Min: 30 / Avg: 55.03 / Max: 68Min: 30 / Avg: 58.08 / Max: 71Min: 35 / Avg: 58.57 / Max: 67Min: 32 / Avg: 59.48 / Max: 70Min: 31 / Avg: 60.24 / Max: 66Min: 32 / Avg: 60.73 / Max: 73Min: 42 / Avg: 61.3 / Max: 67Min: 30 / Avg: 62.25 / Max: 71Min: 51 / Avg: 62.38 / Max: 67Min: 28 / Avg: 62.5 / Max: 67Min: 30 / Avg: 62.63 / Max: 68Min: 34 / Avg: 63.74 / Max: 73Min: 32 / Avg: 64.01 / Max: 68Min: 32 / Avg: 64.25 / Max: 74Min: 34 / Avg: 65.83 / Max: 71Min: 51 / Avg: 66.9 / Max: 71Min: 44 / Avg: 67.12 / Max: 74Min: 40 / Avg: 69.64 / Max: 77Min: 32 / Avg: 69.68 / Max: 78Min: 31 / Avg: 69.92 / Max: 79Min: 35 / Avg: 71.13 / Max: 83Min: 38 / Avg: 78.31 / Max: 84

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRadeon VIITITAN RTXRTX 2080 TiRX 5700 XTRTX 2080 SUPERRX 5700RTX 2080RX Vega 56RTX 2070 SUPERRTX 2070RX 5600 XTRTX 2060 SUPERRTX 2060GTX 1070GTX 980 TiGTX 1080GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1060GTX 1650 SUPERGTX 1650714212835SE +/- 0.014, N = 6SE +/- 0.024, N = 6SE +/- 0.032, N = 6SE +/- 0.024, N = 5SE +/- 0.020, N = 5SE +/- 0.015, N = 5SE +/- 0.021, N = 5SE +/- 0.013, N = 5SE +/- 0.031, N = 5SE +/- 0.025, N = 4SE +/- 0.019, N = 4SE +/- 0.011, N = 4SE +/- 0.058, N = 4SE +/- 0.013, N = 4SE +/- 0.052, N = 4SE +/- 0.020, N = 3SE +/- 0.048, N = 3SE +/- 0.022, N = 3SE +/- 0.017, N = 3SE +/- 0.026, N = 3SE +/- 0.090, N = 3SE +/- 0.024, N = 37.2077.8248.1128.9919.4009.44110.00610.26210.57712.00012.04712.14213.29615.23016.21617.13717.16117.40419.84920.41025.65929.393

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorGTX 1650GTX 1650 SUPERGTX 1660RX 5600 XTGTX 1660 SUPERGTX 1660 TiGTX 1060RX 5700RX Vega 56RX 5700 XTRTX 2060GTX 1070Radeon VIIRTX 2060 SUPERRTX 2070GTX 1080RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXGTX 980 Ti50100150200250Min: 6.58 / Avg: 55.37 / Max: 68.49Min: 7.02 / Avg: 73.09 / Max: 94.61Min: 7.23 / Avg: 76.26 / Max: 102.14Min: 22 / Avg: 88.27 / Max: 170Min: 12.29 / Avg: 91.68 / Max: 126.38Min: 7.98 / Avg: 92.77 / Max: 131.73Min: 7.5 / Avg: 93.05 / Max: 127.06Min: 33 / Avg: 94.13 / Max: 166Min: 11 / Avg: 96.41 / Max: 167Min: 32 / Avg: 104.78 / Max: 218Min: 9.94 / Avg: 107.72 / Max: 163.33Min: 10.96 / Avg: 108.39 / Max: 154.06Min: 21 / Avg: 111.81 / Max: 255Min: 10.94 / Avg: 114.54 / Max: 178.44Min: 10.92 / Avg: 116 / Max: 179.22Min: 9.32 / Avg: 121.04 / Max: 165.4Min: 16.14 / Avg: 126.59 / Max: 219.82Min: 17.57 / Avg: 132.26 / Max: 219.16Min: 9.9 / Avg: 134.57 / Max: 255.82Min: 8.25 / Avg: 136.44 / Max: 267.96Min: 12.64 / Avg: 146.53 / Max: 287.14Min: 17.44 / Avg: 176.3 / Max: 232.62

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorRadeon VIIGTX 1660 SUPERRX 5700GTX 1660 TiRX 5600 XTRX Vega 56RTX 2080 TiGTX 1650 SUPERGTX 1650RTX 2070 SUPERTITAN RTXRTX 2060RTX 2080 SUPERRTX 2060 SUPERRTX 2070RX 5700 XTGTX 1060GTX 1660GTX 1070GTX 1080RTX 2080GTX 980 Ti1632486480Min: 50 / Avg: 54.04 / Max: 59Min: 44 / Avg: 57.39 / Max: 64Min: 53 / Avg: 58.06 / Max: 63Min: 48 / Avg: 58.17 / Max: 64Min: 51 / Avg: 58.48 / Max: 64Min: 52 / Avg: 58.65 / Max: 63Min: 55 / Avg: 59.06 / Max: 63Min: 56 / Avg: 60.41 / Max: 62Min: 51 / Avg: 60.58 / Max: 64Min: 55 / Avg: 60.58 / Max: 65Min: 56 / Avg: 60.9 / Max: 66Min: 53 / Avg: 61.1 / Max: 66Min: 57 / Avg: 61.76 / Max: 66Min: 55 / Avg: 62.61 / Max: 68Min: 58 / Avg: 62.79 / Max: 67Min: 56 / Avg: 62.83 / Max: 68Min: 56 / Avg: 63.11 / Max: 66Min: 59 / Avg: 66.62 / Max: 71Min: 64 / Avg: 67.79 / Max: 70Min: 65 / Avg: 69.21 / Max: 72Min: 65 / Avg: 69.23 / Max: 73Min: 68 / Avg: 77.59 / Max: 83

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1650GTX 1650 SUPERGTX 1660GTX 1060GTX 1660 SUPERRX 5600 XTGTX 1660 TiRX 5700GTX 1070RX Vega 56RTX 2060RX 5700 XTGTX 1080RTX 2070RTX 2060 SUPERRadeon VIIRTX 2080RTX 2070 SUPERRTX 2080 TiRTX 2080 SUPERTITAN RTXGTX 980 Ti50100150200250Min: 5.52 / Avg: 62.32 / Max: 68.76Min: 6.51 / Avg: 83.02 / Max: 96.54Min: 6.8 / Avg: 92.43 / Max: 108Min: 6.24 / Avg: 107.04 / Max: 131.65Min: 10.51 / Avg: 110.75 / Max: 128.39Min: 22 / Avg: 111.93 / Max: 173Min: 6.82 / Avg: 112.83 / Max: 133.64Min: 32 / Avg: 119.65 / Max: 169Min: 7.86 / Avg: 127.85 / Max: 155.35Min: 10 / Avg: 128.73 / Max: 167Min: 9.51 / Avg: 133.11 / Max: 164.74Min: 29 / Avg: 137.42 / Max: 218Min: 6.8 / Avg: 142.64 / Max: 198.23Min: 7.77 / Avg: 143.52 / Max: 179.22Min: 10.43 / Avg: 143.97 / Max: 179.88Min: 21 / Avg: 161.67 / Max: 263Min: 14.07 / Avg: 166.41 / Max: 220.38Min: 14.51 / Avg: 167.14 / Max: 220.42Min: 6.01 / Avg: 181.83 / Max: 267.96Min: 8.98 / Avg: 184.76 / Max: 256.38Min: 6.65 / Avg: 194.68 / Max: 287.26Min: 15.5 / Avg: 196.03 / Max: 232.62

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 2080 TiRadeon VIITITAN RTXRTX 2070 SUPERRX 5700GTX 1650 SUPERRTX 2080 SUPERRX 5600 XTGTX 1660 TiRTX 2060GTX 1650GTX 1660 SUPERRTX 2060 SUPERRTX 2070RX Vega 56GTX 1060RX 5700 XTGTX 1660GTX 1070GTX 1080RTX 2080GTX 980 Ti1632486480Min: 30 / Avg: 56.34 / Max: 68Min: 35 / Avg: 56.66 / Max: 67Min: 30 / Avg: 58.96 / Max: 71Min: 32 / Avg: 59.56 / Max: 70Min: 42 / Avg: 59.95 / Max: 67Min: 31 / Avg: 60.14 / Max: 66Min: 32 / Avg: 60.79 / Max: 73Min: 50 / Avg: 61.08 / Max: 67Min: 30 / Avg: 61.46 / Max: 68Min: 30 / Avg: 61.64 / Max: 71Min: 28 / Avg: 62 / Max: 67Min: 32 / Avg: 62.39 / Max: 68Min: 34 / Avg: 63.13 / Max: 73Min: 32 / Avg: 63.68 / Max: 74Min: 51 / Avg: 64.24 / Max: 71Min: 34 / Avg: 65.21 / Max: 71Min: 44 / Avg: 65.41 / Max: 74Min: 32 / Avg: 68.9 / Max: 78Min: 40 / Avg: 69.12 / Max: 77Min: 31 / Avg: 69.74 / Max: 79Min: 35 / Avg: 70.39 / Max: 83Min: 38 / Avg: 77.97 / Max: 84

Phoronix Test Suite v10.8.4