RealSR-NCNN AMD vs. NVIDIA Vulkan Linux Benchmarks

Vulkan RealSR NCNN benchmarks by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2009260-NE-2009255PT72.

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 VIIRX 580AMD 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 AudioAMD Ryzen 7 2700X Eight-Core @ 3.70GHz (8 Cores / 16 Threads)ASUS TUF X470-PLUS GAMING (5602 BIOS)AMD 17hSamsung SSD 970 EVO 500GB + 4001GB Western Digital WD40EZRZ-22G + 1000GB Samsung SSD 840MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1366/2000MHz)AMD Ellesmere HDMI AudioBenQ XL2720TRealtek RTL8111/8168/8411ManjaroLinux 20.15.8.9-1-gc (x86_64)GNOME Shell 3.36.6X Server 1.20.9modesetting 1.20.94.6 Mesa 20.2.0-rc4 (git-f1b6e50108) (LLVM 10.0.1)1.2.131GCC 10.2.0 + Clang 10.0.1 + LLVM 10.0.11920x1080OpenBenchmarking.orgProcessor Details- GTX 980 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- TITAN RTX: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX Vega 56: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 5600 XT: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 5700: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 5700 XT: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- Radeon VII: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 580: Scaling Governor: acpi-cpufreq schedutil - CPU Microcode: 0x800820dSecurity Details- GTX 980 Ti: 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- GTX 1060: 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- GTX 1070: 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- GTX 1080: 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- GTX 1650: 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- GTX 1650 SUPER: 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- GTX 1660: 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- GTX 1660 SUPER: 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- GTX 1660 Ti: 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- RTX 2060: 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- RTX 2060 SUPER: 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- RTX 2070: 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- RTX 2070 SUPER: 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- RTX 2080: 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- RTX 2080 SUPER: 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- RTX 2080 Ti: 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- TITAN RTX: 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- RX Vega 56: 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- RX 5600 XT: 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- RX 5700: 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- RX 5700 XT: 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- Radeon VII: 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- RX 580: 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affectedGraphics Details- RX 580: GLAMOR

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 VIIRX 580112.62216.216143.72720.410102.38815.230116.07317.137215.41229.393186.01125.659138.32719.849119.32517.404117.25217.16186.16813.29676.48812.14275.24412.00063.74110.57759.82310.00654.6119.40044.5648.11242.2007.82466.17110.26279.94912.04759.4149.44155.6198.99141.4197.207116.02216.843OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGTX 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 VIIRX 58050100150200250SE +/- 0.67, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.05, N = 3SE +/- 0.43, N = 3SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3SE +/- 0.39, N = 3SE +/- 0.52, N = 3SE +/- 0.26, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3112.62143.73102.39116.07215.41186.01138.33119.33117.2586.1776.4975.2463.7459.8254.6144.5642.2066.1779.9559.4155.6241.42116.02

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorGTX 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 VII50100150200250Min: 15.5 / Avg: 208.86 / Max: 230.94Min: 6.34 / Avg: 113.29 / Max: 131.65Min: 7.87 / Avg: 138.68 / Max: 155.35Min: 6.8 / Avg: 152.76 / Max: 198.23Min: 5.52 / Avg: 64.94 / Max: 68.76Min: 6.51 / Avg: 87.15 / Max: 96.54Min: 6.8 / Avg: 99 / Max: 108Min: 10.55 / Avg: 118.95 / Max: 128.39Min: 6.82 / Avg: 121.91 / Max: 133.64Min: 9.51 / Avg: 148.36 / Max: 164.74Min: 10.43 / Avg: 161.76 / Max: 179.88Min: 7.85 / Avg: 161.73 / Max: 179.17Min: 14.51 / Avg: 195.24 / Max: 220.42Min: 14.08 / Avg: 194 / Max: 220.38Min: 8.98 / Avg: 222.36 / Max: 256.38Min: 6.01 / Avg: 226.9 / Max: 265.55Min: 6.65 / Avg: 243.62 / Max: 287.26Min: 10 / Avg: 151.41 / Max: 167Min: 22 / Avg: 125.49 / Max: 173Min: 32 / Avg: 138.17 / Max: 169Min: 29 / Avg: 161.67 / Max: 217Min: 21 / Avg: 207.96 / Max: 263

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorGTX 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 VII1632486480Min: 38 / Avg: 78.31 / Max: 84Min: 34 / Avg: 65.83 / Max: 71Min: 40 / Avg: 69.64 / Max: 77Min: 31 / Avg: 69.92 / Max: 79Min: 28 / Avg: 62.5 / Max: 67Min: 31 / Avg: 60.24 / Max: 66Min: 32 / Avg: 69.68 / Max: 78Min: 32 / Avg: 64.01 / Max: 68Min: 30 / Avg: 62.63 / Max: 68Min: 30 / Avg: 62.25 / Max: 71Min: 34 / Avg: 63.74 / Max: 73Min: 32 / Avg: 64.25 / Max: 74Min: 32 / Avg: 59.48 / Max: 70Min: 35 / Avg: 71.13 / Max: 83Min: 32 / Avg: 60.73 / Max: 73Min: 30 / Avg: 55.03 / Max: 68Min: 30 / Avg: 58.08 / Max: 71Min: 51 / Avg: 66.9 / Max: 71Min: 51 / Avg: 62.38 / Max: 67Min: 42 / Avg: 61.3 / Max: 67Min: 44 / Avg: 67.12 / Max: 74Min: 35 / Avg: 58.57 / Max: 67

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: 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 VIIRX 580714212835SE +/- 0.052, N = 4SE +/- 0.026, N = 3SE +/- 0.013, N = 4SE +/- 0.020, N = 3SE +/- 0.024, N = 3SE +/- 0.090, N = 3SE +/- 0.017, N = 3SE +/- 0.022, N = 3SE +/- 0.048, N = 3SE +/- 0.058, N = 4SE +/- 0.011, N = 4SE +/- 0.025, N = 4SE +/- 0.031, N = 5SE +/- 0.021, N = 5SE +/- 0.020, N = 5SE +/- 0.032, N = 6SE +/- 0.024, N = 6SE +/- 0.013, N = 5SE +/- 0.019, N = 4SE +/- 0.015, N = 5SE +/- 0.024, N = 5SE +/- 0.014, N = 6SE +/- 0.040, N = 316.21620.41015.23017.13729.39325.65919.84917.40417.16113.29612.14212.00010.57710.0069.4008.1127.82410.26212.0479.4418.9917.20716.843

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorGTX 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 VII50100150200250Min: 17.44 / Avg: 176.3 / Max: 232.62Min: 7.5 / Avg: 93.05 / Max: 127.06Min: 10.96 / Avg: 108.39 / Max: 154.06Min: 9.32 / Avg: 121.04 / Max: 165.4Min: 6.58 / Avg: 55.37 / Max: 68.49Min: 7.02 / Avg: 73.09 / Max: 94.61Min: 7.23 / Avg: 76.26 / Max: 102.14Min: 12.29 / Avg: 91.68 / Max: 126.38Min: 7.98 / Avg: 92.77 / Max: 131.73Min: 9.94 / Avg: 107.72 / Max: 163.33Min: 10.94 / Avg: 114.54 / Max: 178.44Min: 10.92 / Avg: 116 / Max: 179.22Min: 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: 11 / Avg: 96.41 / Max: 167Min: 22 / Avg: 88.27 / Max: 170Min: 33 / Avg: 94.13 / Max: 166Min: 32 / Avg: 104.78 / Max: 218Min: 21 / Avg: 111.81 / Max: 255

RealSR-NCNN

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature MonitorGTX 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 VII1632486480Min: 68 / Avg: 77.59 / Max: 83Min: 56 / Avg: 63.11 / Max: 66Min: 64 / Avg: 67.79 / Max: 70Min: 65 / Avg: 69.21 / Max: 72Min: 51 / Avg: 60.58 / Max: 64Min: 56 / Avg: 60.41 / Max: 62Min: 59 / Avg: 66.62 / Max: 71Min: 44 / Avg: 57.39 / Max: 64Min: 48 / Avg: 58.17 / Max: 64Min: 53 / Avg: 61.1 / Max: 66Min: 55 / Avg: 62.61 / Max: 68Min: 58 / Avg: 62.79 / Max: 67Min: 55 / Avg: 60.58 / Max: 65Min: 65 / Avg: 69.23 / Max: 73Min: 57 / Avg: 61.76 / Max: 66Min: 55 / Avg: 59.06 / Max: 63Min: 56 / Avg: 60.9 / Max: 66Min: 52 / Avg: 58.65 / Max: 63Min: 51 / Avg: 58.48 / Max: 64Min: 53 / Avg: 58.06 / Max: 63Min: 56 / Avg: 62.83 / Max: 68Min: 50 / Avg: 54.04 / Max: 59

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 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 VII50100150200250Min: 15.5 / Avg: 196.03 / Max: 232.62Min: 6.24 / Avg: 107.04 / Max: 131.65Min: 7.86 / Avg: 127.85 / Max: 155.35Min: 6.8 / Avg: 142.64 / Max: 198.23Min: 5.52 / Avg: 62.32 / Max: 68.76Min: 6.51 / Avg: 83.02 / Max: 96.54Min: 6.8 / Avg: 92.43 / Max: 108Min: 10.51 / Avg: 110.75 / Max: 128.39Min: 6.82 / Avg: 112.83 / Max: 133.64Min: 9.51 / Avg: 133.11 / Max: 164.74Min: 10.43 / Avg: 143.97 / Max: 179.88Min: 7.77 / Avg: 143.52 / Max: 179.22Min: 14.51 / Avg: 167.14 / Max: 220.42Min: 14.07 / Avg: 166.41 / Max: 220.38Min: 8.98 / Avg: 184.76 / Max: 256.38Min: 6.01 / Avg: 181.83 / Max: 267.96Min: 6.65 / Avg: 194.68 / Max: 287.26Min: 10 / Avg: 128.73 / Max: 167Min: 22 / Avg: 111.93 / Max: 173Min: 32 / Avg: 119.65 / Max: 169Min: 29 / Avg: 137.42 / Max: 218Min: 21 / Avg: 161.67 / Max: 263

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 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 VII1632486480Min: 38 / Avg: 77.97 / Max: 84Min: 34 / Avg: 65.21 / Max: 71Min: 40 / Avg: 69.12 / Max: 77Min: 31 / Avg: 69.74 / Max: 79Min: 28 / Avg: 62 / Max: 67Min: 31 / Avg: 60.14 / Max: 66Min: 32 / Avg: 68.9 / Max: 78Min: 32 / Avg: 62.39 / Max: 68Min: 30 / Avg: 61.46 / Max: 68Min: 30 / Avg: 61.64 / Max: 71Min: 34 / Avg: 63.13 / Max: 73Min: 32 / Avg: 63.68 / Max: 74Min: 32 / Avg: 59.56 / Max: 70Min: 35 / Avg: 70.39 / Max: 83Min: 32 / Avg: 60.79 / Max: 73Min: 30 / Avg: 56.34 / Max: 68Min: 30 / Avg: 58.96 / Max: 71Min: 51 / Avg: 64.24 / Max: 71Min: 50 / Avg: 61.08 / Max: 67Min: 42 / Avg: 59.95 / Max: 67Min: 44 / Avg: 65.41 / Max: 74Min: 35 / Avg: 56.66 / Max: 67

Phoronix Test Suite v10.8.4