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&sor.

NVIDIA OpenCL 13-Way Linux Compute ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 460GeForce GTX 550 TiGeForce GTX 650GeForce GTX 680GeForce GT 710GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XIntel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB120GB Samsung SSD 850MSI NVIDIA GeForce GTX 460 768MB (675/1804MHz)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 20160413ext43840x2160eVGA NVIDIA GeForce GTX 550 Ti 1024MB (951/2178MHz)MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)ASUS NVIDIA GeForce GT 710 2048MB (954/900MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)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 460: GPU Compute Cores: 336- GeForce GTX 550 Ti: GPU Compute Cores: 192- GeForce GTX 650: GPU Compute Cores: 384- GeForce GTX 680: GPU Compute Cores: 1536- GeForce GT 710: GPU Compute Cores: 192- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX TITAN X: GPU Compute Cores: 3072System Details- GeForce GTX 460: GPU Compute Cores: 336.- GeForce GTX 550 Ti: GPU Compute Cores: 192.- GeForce GTX 650: GPU Compute Cores: 384.- GeForce GTX 680: GPU Compute Cores: 1536.- GeForce GT 710: GPU Compute Cores: 192.- GeForce GTX 760: GPU Compute Cores: 1152.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX TITAN X: GPU Compute Cores: 3072.

NVIDIA OpenCL 13-Way Linux Compute Comparisonluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGeForce GTX 460GeForce GTX 550 TiGeForce GTX 650GeForce GTX 680GeForce GT 710GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X19901086303121164417414464549225968961231583425421515769569459612686076311511186291317412951099458132052121826008201515298803524831565182752648OpenBenchmarking.org

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX TITAN XGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 780 TiGeForce GTX 960GeForce GTX 950GeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GTX 650GeForce GTX 550 TiGeForce GT 7103K6K9K12K15KSE +/- 32.17, N = 3SE +/- 10.07, N = 3SE +/- 28.76, N = 3SE +/- 0.58, N = 3SE +/- 26.34, N = 3SE +/- 10.84, N = 3SE +/- 1.00, N = 3SE +/- 5.69, N = 3SE +/- 11.00, N = 3SE +/- 4.67, N = 3SE +/- 3.61, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 31565115298121821099495696291607645494254199014461211612

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX TITAN XGeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 680GeForce GTX 760GeForce GTX 650GeForce GTX 460GeForce GT 710GeForce GTX 550 Ti153045607566.8764.5763.7763.4549.1348.6634.2923.9921.7116.4113.9910.449.01

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 650GeForce GTX 970GeForce GTX 460GeForce GT 710GeForce GTX 950GeForce GTX 550 TiGeForce GTX 960GeForce GTX 680GeForce GTX 980GeForce GTX 760GeForce GTX 780 TiGeForce GTX TITAN XGeForce GTX 980 Ti1632486480Min: 40 / Avg: 49.71 / Max: 52Min: 41 / Avg: 55.56 / Max: 58Min: 47 / Avg: 55.65 / Max: 57Min: 53 / Avg: 56.4 / Max: 59Min: 42 / Avg: 63.46 / Max: 68Min: 51 / Avg: 63.59 / Max: 66Min: 50 / Avg: 64.04 / Max: 68Min: 50 / Avg: 71.64 / Max: 77Min: 56 / Avg: 75.19 / Max: 80Min: 50 / Avg: 75.59 / Max: 80Min: 49 / Avg: 78.31 / Max: 83Min: 52 / Avg: 78.45 / Max: 83Min: 69 / Avg: 80.46 / Max: 82

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GT 710GeForce GTX 650GeForce GTX 950GeForce GTX 960GeForce GTX 550 TiGeForce GTX 460GeForce GTX 970GeForce GTX 980GeForce GTX 680GeForce GTX 760GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 780 Ti50100150200250Min: 58 / Avg: 58.62 / Max: 59.7Min: 86.6 / Avg: 88.11 / Max: 89.1Min: 113.5 / Avg: 124.86 / Max: 127.3Min: 97.7 / Avg: 128.05 / Max: 130.2Min: 113.5 / Avg: 134.46 / Max: 148Min: 110.5 / Avg: 142.23 / Max: 143.7Min: 168.7 / Avg: 172.4 / Max: 173.3Min: 184.1 / Avg: 188.66 / Max: 191.8Min: 180 / Avg: 189.58 / Max: 192.8Min: 174.3 / Avg: 195.94 / Max: 200.8Min: 225.9 / Avg: 228.76 / Max: 232.8Min: 225.7 / Avg: 246.65 / Max: 251.5Min: 271.1 / Avg: 279.08 / Max: 286.5

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX TITAN XGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 780 TiGeForce GTX 960GeForce GTX 950GeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GTX 550 TiGeForce GT 7102K4K6K8K10KSE +/- 16.80, N = 3SE +/- 54.01, N = 3SE +/- 28.34, N = 3SE +/- 31.51, N = 3SE +/- 18.68, N = 3SE +/- 10.44, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 2.67, N = 3SE +/- 1.76, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 38275803560085813459631743115225921511086644315

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 980 TiGeForce GTX 970GeForce GTX TITAN XGeForce GTX 980GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GT 710GeForce GTX 550 Ti91827364537.6336.5935.8835.1326.4026.1218.1112.2911.267.785.474.86

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 650GeForce GTX 970GeForce GTX 460GeForce GT 710GeForce GTX 550 TiGeForce GTX 960GeForce GTX 950GeForce GTX 980GeForce GTX 680GeForce GTX 760GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX TITAN X1632486480Min: 27 / Avg: 30.96 / Max: 43Min: 50 / Avg: 54.84 / Max: 56Min: 47 / Avg: 55.95 / Max: 57Min: 50 / Avg: 56.98 / Max: 58Min: 57 / Avg: 64.24 / Max: 65Min: 59 / Avg: 64.7 / Max: 67Min: 52 / Avg: 66.09 / Max: 68Min: 69 / Avg: 75.2 / Max: 77Min: 69 / Avg: 75.81 / Max: 77Min: 66 / Avg: 77.42 / Max: 81Min: 65 / Avg: 78.59 / Max: 81Min: 67 / Avg: 78.81 / Max: 81Min: 67 / Avg: 79.77 / Max: 82

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 650GeForce GT 710GeForce GTX 950GeForce GTX 960GeForce GTX 550 TiGeForce GTX 460GeForce GTX 970GeForce GTX 980GeForce GTX 680GeForce GTX 760GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 780 Ti50100150200250Min: 39.2 / Avg: 43.47 / Max: 73.3Min: 53.1 / Avg: 57.59 / Max: 58.2Min: 118.4 / Avg: 119.24 / Max: 122.3Min: 52.8 / Avg: 120.24 / Max: 122.6Min: 46 / Avg: 132.39 / Max: 148.8Min: 57.6 / Avg: 139.51 / Max: 143.3Min: 42.3 / Avg: 158.85 / Max: 162.4Min: 59.3 / Avg: 171.01 / Max: 174.6Min: 54.5 / Avg: 183.79 / Max: 188.7Min: 101.6 / Avg: 190.99 / Max: 196.5Min: 47 / Avg: 213.51 / Max: 221.7Min: 74.2 / Avg: 230.65 / Max: 239.5Min: 71.9 / Avg: 253.78 / Max: 266.8

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX TITAN XGeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX 780 TiGeForce GTX 950GeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GTX 550 TiGeForce GT 7106001200180024003000SE +/- 9.68, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 3.84, N = 3SE +/- 0.58, N = 3SE +/- 1.67, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3264824832052201512951268111868957630317483

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 970GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 980GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GT 710GeForce GTX 550 Ti369121511.1410.8710.6910.599.278.524.763.632.962.131.431.35

LuxMark

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.0GPU Temperature MonitorGeForce GTX 650GeForce GTX 460GeForce GT 710GeForce GTX 970GeForce GTX 550 TiGeForce GTX 960GeForce GTX 950GeForce GTX 680GeForce GTX 760GeForce GTX 980GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX TITAN X1632486480Min: 27 / Avg: 28.38 / Max: 33Min: 47 / Avg: 56.59 / Max: 58Min: 56 / Avg: 57.95 / Max: 59Min: 51 / Avg: 60.02 / Max: 62Min: 59 / Avg: 64.69 / Max: 66Min: 59 / Avg: 67.16 / Max: 70Min: 65 / Avg: 68.05 / Max: 70Min: 71 / Avg: 76.86 / Max: 78Min: 64 / Avg: 78.17 / Max: 81Min: 64 / Avg: 78.23 / Max: 80Min: 66 / Avg: 80.23 / Max: 83Min: 71 / Avg: 80.8 / Max: 83Min: 68 / Avg: 81.04 / Max: 83

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 650GeForce GT 710GeForce GTX 550 TiGeForce GTX 950GeForce GTX 960GeForce GTX 460GeForce GTX 970GeForce GTX 680GeForce GTX 980GeForce GTX 760GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 780 Ti50100150200250Min: 39.6 / Avg: 42.57 / Max: 53.8Min: 57.2 / Avg: 58.24 / Max: 59.1Min: 45.6 / Avg: 128.46 / Max: 147.6Min: 60.8 / Avg: 131.22 / Max: 136Min: 53.3 / Avg: 139.77 / Max: 143.9Min: 98.7 / Avg: 142.01 / Max: 144.3Min: 67.5 / Avg: 184.2 / Max: 187.2Min: 47.9 / Avg: 190.06 / Max: 195.3Min: 43.8 / Avg: 190.33 / Max: 196.5Min: 72.9 / Avg: 194.63 / Max: 202.6Min: 106.2 / Avg: 228.37 / Max: 238.5Min: 48.5 / Avg: 247.72 / Max: 257.7Min: 110.7 / Avg: 266.44 / Max: 281.6

Meta Performance Per Watt

Performance Per Watt

OpenBenchmarking.orgPerformance Per Watt, More Is BetterMeta Performance Per WattPerformance Per WattGeForce GTX TITAN XGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 780 TiGeForce GTX 960GeForce GTX 950GeForce GTX 680GeForce GTX 760GeForce GTX 460GeForce GTX 550 TiGeForce GT 7102K4K6K8K10K8858.008605.336735.006286.335144.333586.673436.332499.002327.001126.33676.33336.67

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGeForce GTX 650GeForce GTX 460GeForce GTX 970GeForce GT 710GeForce GTX 550 TiGeForce GTX 960GeForce GTX 950GeForce GTX 680GeForce GTX 980GeForce GTX 760GeForce GTX 780 TiGeForce GTX TITAN XGeForce GTX 980 Ti1632486480Min: 27 / Avg: 36.15 / Max: 52Min: 41 / Avg: 55.78 / Max: 58Min: 32 / Avg: 56.25 / Max: 62Min: 46 / Avg: 56.81 / Max: 59Min: 47 / Avg: 63.91 / Max: 66Min: 39 / Avg: 64.65 / Max: 70Min: 29 / Avg: 65.28 / Max: 70Min: 38 / Avg: 74.16 / Max: 78Min: 47 / Avg: 75.75 / Max: 80Min: 37 / Avg: 76.26 / Max: 81Min: 38 / Avg: 78.64 / Max: 83Min: 45 / Avg: 79.3 / Max: 83Min: 63 / Avg: 79.57 / Max: 83

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GT 710GeForce GTX 650GeForce GTX 950GeForce GTX 960GeForce GTX 550 TiGeForce GTX 460GeForce GTX 970GeForce GTX 980GeForce GTX 680GeForce GTX 760GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 780 Ti50100150200250Min: 34.5 / Avg: 57.17 / Max: 59.7Min: 39.2 / Avg: 57.55 / Max: 89.1Min: 40.4 / Avg: 122.51 / Max: 136Min: 39.9 / Avg: 126.4 / Max: 143.9Min: 45.6 / Avg: 129.89 / Max: 148.8Min: 57.6 / Avg: 139.08 / Max: 144.3Min: 42.3 / Avg: 167 / Max: 187.2Min: 43.8 / Avg: 178.94 / Max: 196.5Min: 47.9 / Avg: 182.39 / Max: 195.3Min: 46.2 / Avg: 189.19 / Max: 202.6Min: 47 / Avg: 217.47 / Max: 238.5Min: 48.5 / Avg: 234.94 / Max: 257.7Min: 47 / Avg: 257.55 / Max: 286.5

Phoronix Test Suite v10.8.4