NVIDIA OpenCL 13-Way Linux Compute Comparison

NVIDIA OpenCL compute benchmarks with perf per Watt, etc. Benchmarks by Michael Larabel for a future article on Phoronix.com..

HTML result view exported from: https://openbenchmarking.org/result/1605111-HA-NVIDIAOPE70&rdt.

NVIDIA OpenCL 13-Way Linux Compute ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 680Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB120GB Samsung SSD 850NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)Realtek ALC1150Intel ConnectionUbuntu 16.044.4.0-22-generic (x86_64)Unity 7.4.0X Server 1.18.3NVIDIA 364.194.5.0OpenCL 1.2 CUDA 8.0.01.0.8GCC 5.3.1 20160413ext43840x2160NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)MSI NVIDIA GeForce GTX 460 768MB (675/1804MHz)eVGA NVIDIA GeForce GTX 550 Ti 1024MB (951/2178MHz)ASUS NVIDIA GeForce GT 710 2048MB (954/900MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX TITAN X: GPU Compute Cores: 3072- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 460: GPU Compute Cores: 336- GeForce GTX 550 Ti: GPU Compute Cores: 192- GeForce GT 710: GPU Compute Cores: 192- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 650: GPU Compute Cores: 384- GeForce GTX 680: GPU Compute Cores: 1536System Details- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX TITAN X: GPU Compute Cores: 3072.- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 460: GPU Compute Cores: 336.- GeForce GTX 550 Ti: GPU Compute Cores: 192.- GeForce GT 710: GPU Compute Cores: 192.- GeForce GTX 760: GPU Compute Cores: 1152.- GeForce GTX 650: GPU Compute Cores: 384.- GeForce GTX 680: GPU Compute Cores: 1536.

NVIDIA OpenCL 13-Way Linux Compute Comparisonluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 68012182600820159569459612686291317412951099458132052156518275264860763115111815298803524831990108630312116441746123158342542151576144645492259689OpenBenchmarking.org

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 6803K6K9K12K15KSE +/- 28.76, N = 3SE +/- 26.34, N = 3SE +/- 10.84, N = 3SE +/- 0.58, N = 3SE +/- 32.17, N = 3SE +/- 1.00, N = 3SE +/- 10.07, N = 3SE +/- 4.67, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 3SE +/- 11.00, N = 3SE +/- 3.61, N = 3SE +/- 5.69, N = 31218295696291109941565160761529819901211612425414464549

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 680153045607564.5734.2949.1363.7763.4548.6666.8713.999.0110.4421.7116.4123.99

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 6801632486480Min: 56 / Avg: 75.19 / Max: 80Min: 49 / Avg: 78.31 / Max: 83Min: 50 / Avg: 64.04 / Max: 68Min: 41 / Avg: 55.56 / Max: 58Min: 52 / Avg: 78.45 / Max: 83Min: 42 / Avg: 63.46 / Max: 68Min: 69 / Avg: 80.46 / Max: 82Min: 47 / Avg: 55.65 / Max: 57Min: 51 / Avg: 63.59 / Max: 66Min: 53 / Avg: 56.4 / Max: 59Min: 50 / Avg: 75.59 / Max: 80Min: 40 / Avg: 49.71 / Max: 52Min: 50 / Avg: 71.64 / Max: 77

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 68050100150200250Min: 184.1 / Avg: 188.66 / Max: 191.8Min: 271.1 / Avg: 279.08 / Max: 286.5Min: 97.7 / Avg: 128.05 / Max: 130.2Min: 168.7 / Avg: 172.4 / Max: 173.3Min: 225.7 / Avg: 246.65 / Max: 251.5Min: 113.5 / Avg: 124.86 / Max: 127.3Min: 225.9 / Avg: 228.76 / Max: 232.8Min: 110.5 / Avg: 142.23 / Max: 143.7Min: 113.5 / Avg: 134.46 / Max: 148Min: 58 / Avg: 58.62 / Max: 59.7Min: 174.3 / Avg: 195.94 / Max: 200.8Min: 86.6 / Avg: 88.11 / Max: 89.1Min: 180 / Avg: 189.58 / Max: 192.8

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 6802K4K6K8K10KSE +/- 28.34, N = 3SE +/- 18.68, N = 3SE +/- 10.44, N = 3SE +/- 31.51, N = 3SE +/- 16.80, N = 3SE +/- 0.58, N = 3SE +/- 54.01, N = 3SE +/- 1.76, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.67, N = 3SE +/- 0.33, N = 36008459631745813827531158035108664431521512259

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 68091827364535.1318.1126.4036.5935.8826.1237.637.784.865.4711.2612.29

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 6801632486480Min: 69 / Avg: 75.2 / Max: 77Min: 65 / Avg: 78.59 / Max: 81Min: 59 / Avg: 64.7 / Max: 67Min: 50 / Avg: 54.84 / Max: 56Min: 67 / Avg: 79.77 / Max: 82Min: 52 / Avg: 66.09 / Max: 68Min: 67 / Avg: 78.81 / Max: 81Min: 47 / Avg: 55.95 / Max: 57Min: 57 / Avg: 64.24 / Max: 65Min: 50 / Avg: 56.98 / Max: 58Min: 66 / Avg: 77.42 / Max: 81Min: 27 / Avg: 30.96 / Max: 43Min: 69 / Avg: 75.81 / Max: 77

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 68050100150200250Min: 59.3 / Avg: 171.01 / Max: 174.6Min: 71.9 / Avg: 253.78 / Max: 266.8Min: 52.8 / Avg: 120.24 / Max: 122.6Min: 42.3 / Avg: 158.85 / Max: 162.4Min: 74.2 / Avg: 230.65 / Max: 239.5Min: 118.4 / Avg: 119.24 / Max: 122.3Min: 47 / Avg: 213.51 / Max: 221.7Min: 57.6 / Avg: 139.51 / Max: 143.3Min: 46 / Avg: 132.39 / Max: 148.8Min: 53.1 / Avg: 57.59 / Max: 58.2Min: 101.6 / Avg: 190.99 / Max: 196.5Min: 39.2 / Avg: 43.47 / Max: 73.3Min: 54.5 / Avg: 183.79 / Max: 188.7

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 6806001200180024003000SE +/- 3.84, N = 3SE +/- 1.67, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 9.68, N = 3SE +/- 0.58, N = 3SE +/- 1.45, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 0.88, N = 3201512681295205226481118248330317483576689

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 680369121510.594.769.2711.1410.698.5210.872.131.351.432.963.63

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 6801632486480Min: 64 / Avg: 78.23 / Max: 80Min: 66 / Avg: 80.23 / Max: 83Min: 59 / Avg: 67.16 / Max: 70Min: 51 / Avg: 60.02 / Max: 62Min: 68 / Avg: 81.04 / Max: 83Min: 65 / Avg: 68.05 / Max: 70Min: 71 / Avg: 80.8 / Max: 83Min: 47 / Avg: 56.59 / Max: 58Min: 59 / Avg: 64.69 / Max: 66Min: 56 / Avg: 57.95 / Max: 59Min: 64 / Avg: 78.17 / Max: 81Min: 27 / Avg: 28.38 / Max: 33Min: 71 / Avg: 76.86 / Max: 78

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 68050100150200250Min: 43.8 / Avg: 190.33 / Max: 196.5Min: 110.7 / Avg: 266.44 / Max: 281.6Min: 53.3 / Avg: 139.77 / Max: 143.9Min: 67.5 / Avg: 184.2 / Max: 187.2Min: 48.5 / Avg: 247.72 / Max: 257.7Min: 60.8 / Avg: 131.22 / Max: 136Min: 106.2 / Avg: 228.37 / Max: 238.5Min: 98.7 / Avg: 142.01 / Max: 144.3Min: 45.6 / Avg: 128.46 / Max: 147.6Min: 57.2 / Avg: 58.24 / Max: 59.1Min: 72.9 / Avg: 194.63 / Max: 202.6Min: 39.6 / Avg: 42.57 / Max: 53.8Min: 47.9 / Avg: 190.06 / Max: 195.3

Meta Performance Per Watt

Performance Per Watt

OpenBenchmarking.orgPerformance Per Watt, More Is BetterMeta Performance Per WattPerformance Per WattGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 6802K4K6K8K10K6735.005144.333586.676286.338858.003436.338605.331126.33676.33336.672327.002499.00

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 6801632486480Min: 47 / Avg: 75.75 / Max: 80Min: 38 / Avg: 78.64 / Max: 83Min: 39 / Avg: 64.65 / Max: 70Min: 32 / Avg: 56.25 / Max: 62Min: 45 / Avg: 79.3 / Max: 83Min: 29 / Avg: 65.28 / Max: 70Min: 63 / Avg: 79.57 / Max: 83Min: 41 / Avg: 55.78 / Max: 58Min: 47 / Avg: 63.91 / Max: 66Min: 46 / Avg: 56.81 / Max: 59Min: 37 / Avg: 76.26 / Max: 81Min: 27 / Avg: 36.15 / Max: 52Min: 38 / Avg: 74.16 / Max: 78

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 980GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX TITAN XGeForce GTX 950GeForce GTX 980 TiGeForce GTX 460GeForce GTX 550 TiGeForce GT 710GeForce GTX 760GeForce GTX 650GeForce GTX 68050100150200250Min: 43.8 / Avg: 178.94 / Max: 196.5Min: 47 / Avg: 257.55 / Max: 286.5Min: 39.9 / Avg: 126.4 / Max: 143.9Min: 42.3 / Avg: 167 / Max: 187.2Min: 48.5 / Avg: 234.94 / Max: 257.7Min: 40.4 / Avg: 122.51 / Max: 136Min: 47 / Avg: 217.47 / Max: 238.5Min: 57.6 / Avg: 139.08 / Max: 144.3Min: 45.6 / Avg: 129.89 / Max: 148.8Min: 34.5 / Avg: 57.17 / Max: 59.7Min: 46.2 / Avg: 189.19 / Max: 202.6Min: 39.2 / Avg: 57.55 / Max: 89.1Min: 47.9 / Avg: 182.39 / Max: 195.3

Phoronix Test Suite v10.8.4