AMD NVIDIA Linux GPU OpenCL Compute

AMD Polaris and NVIDIA Pascal OpenCL benchmarks on Ubuntu 16.04 LTS Linux. Benchmarks by Michael Larabel for a future article on phoronix.com..

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1608190-KH-1608193LO70
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Identifier
Performance Per
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Date
Run
  Test
  Duration
GeForce GTX 950
August 17 2016
 
GeForce GTX 960
August 18 2016
 
GeForce GTX 970
August 17 2016
 
GeForce GTX 980
August 17 2016
 
GeForce GTX 980 Ti
August 18 2016
 
GeForce GTX TITAN X Maxwell
August 18 2016
 
GeForce GTX 1060
August 17 2016
 
GeForce GTX 1070
August 17 2016
 
GeForce GTX 1080
August 17 2016
 
Radeon R9 285
August 18 2016
 
Radeon R9 290
August 18 2016
 
Radeon R9 Fury
August 18 2016
 
Radeon RX 460
August 18 2016
 
Radeon RX 470 OC
August 18 2016
 
Radeon RX 480
August 18 2016
 
Radeon R7 260X
August 18 2016
 
R9 Fury
August 19 2016
 
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AMD NVIDIA Linux GPU OpenCL ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480Radeon R7 260XR9 FuryIntel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB4 x 120GB TOSHIBA-TR150 + Samsung SSD 950 PRO 256GBeVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)Realtek ALC1150Intel ConnectionUbuntu 16.044.4.0-34-generic (x86_64)Unity 7.4.0X Server 1.18.3NVIDIA 367.354.5.01.0.8GCC 5.4.0 20160609ext43840x2160eVGA 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)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1612/5005MHz)XFX AMD Radeon R9 200 2048MB4.5.13448XFX AMD Radeon R9 200 4096MBSapphire AMD Radeon R9 Fury 4096MBAMD Radeon RX 460 2048MBSapphire AMD Radeon RX 470 4096MBAMD Radeon RX 480 8192MBSapphire AMD Radeon R7 200 2048MBIntel Core i5-6600 @ 3.90GHz (4 Cores)ASRock Z170 Pro4SIntel Sky Lake /DRAM120GB GOODRAM C50 + 32GB ADATA SP800 + 250GB Crucial_CT250MX2 + 1000GB Seagate ST1000DM003-1SB1Sapphire AMD Radeon R9 Fury 4096MBRealtek ALC892IPS224Xfce 4.121920x1080OpenBenchmarking.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- GeForce GTX 950: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- GeForce GTX TITAN X Maxwell: Scaling Governor: intel_pstate performance- GeForce GTX 1060: Scaling Governor: intel_pstate performance- GeForce GTX 1070: Scaling Governor: intel_pstate performance- GeForce GTX 1080: Scaling Governor: intel_pstate performance- Radeon R9 285: Scaling Governor: intel_pstate performance- Radeon R9 290: Scaling Governor: intel_pstate performance- Radeon R9 Fury: Scaling Governor: intel_pstate performance- Radeon RX 460: Scaling Governor: intel_pstate performance- Radeon RX 470 OC: Scaling Governor: intel_pstate performance- Radeon RX 480: Scaling Governor: intel_pstate performance- Radeon R7 260X: Scaling Governor: intel_pstate performance- R9 Fury: Scaling Governor: intel_pstate powersaveOpenCL Details- 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 Maxwell: GPU Compute Cores: 3072- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560System Details- 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 Maxwell: GPU Compute Cores: 3072.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.Graphics Details- Radeon R9 285, Radeon R9 290, Radeon R9 Fury, Radeon RX 460, Radeon RX 470 OC, Radeon RX 480, Radeon R7 260X, R9 Fury: GLAMOR

GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480Radeon R7 260XR9 FuryResult OverviewPhoronix Test Suite100%329%559%788%1017%MixbenchLuxMarkLuxMarkMixbenchIntegerGPU - Luxball HDRGPU - MicrophoneSingle Precision

AMD NVIDIA Linux GPU OpenCL Computemandelbulbgpu: GPUjuliagpu: GPUshoc: OpenCL - Triadshoc: OpenCL - MD5 Hashshoc: OpenCL - FFT SPshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - Max SP Flopsshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Bus Speed Downloadluxmark: GPU - Hotelluxmark: GPU - Microphoneluxmark: GPU - Luxball HDRfinancebench: Black-Scholes OpenCLmixbench: Integermixbench: Double Precisionmixbench: Single PrecisionGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480Radeon R7 260XR9 Fury37190054.6767614640.4710.832.70115.10244.032210.6913.2012.4511223116598826.71633.3370.302153.3844815450.0382726348.8010.743.86123.93270.352943.1513.2012.4812973177626917.78837.7092.972788.5058806852.00107959473.8311.365.46209.22284.314336.2913.1412.48184658731102114.081222.22137.334157.9463820883.30117722561.5011.456.24212.19331.435019.3813.1712.49198361111222110.661405.02159.024747.2171117240.80132005802.9711.687.74203.37349.426173.3413.1512.4325157981152168.951727.27197.785874.3576108478.63140161877.9711.698.39203.76354.016885.1313.2212.4324978309156667.851924.27221.826585.3462160246.30114733414.7711.365.63214.66369.714785.9813.2112.47211252041145911.211367.78151.944407.4477948508.23143250390.9711.708.37294.60451.967080.7713.2312.4830837350158397.792008.75226.756502.9089708762.47164343285.1311.8211.80327.78521.929389.1013.1912.5329336557125136.032688.91300.168556.648.423.7716.70162.343275.6212.5412.9540448504648.241764.936.015.5245.45251.574776.988.218.936914153441575.634585.084.006.0436.65221.967130.6412.9612.9487941956411.501358.276597.133.122.3734.0476.632119.767.146.8428765455425.181718.138.344.6827.79156.225145.0912.3712.967030127329.211021.884891.213.985.1727.37162.745805.7812.6812.967798141807.551152.825516.277.052.3620.3797.952028.099.2711.5223124649328.77841.289022199307.721428.80449.376724.13OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106050100150200250Min: 57.4 / Avg: 128.01 / Max: 184.2Min: 52.9 / Avg: 132.38 / Max: 199.1Min: 44.4 / Avg: 76.79 / Max: 98.7Min: 55.1 / Avg: 154.66 / Max: 234.6Min: 63.1 / Avg: 163.82 / Max: 246.2Min: 54.2 / Avg: 132.75 / Max: 179Min: 48.3 / Avg: 84.62 / Max: 110.7Min: 50.3 / Avg: 193.1 / Max: 303.2Min: 49.5 / Avg: 182.17 / Max: 277.6Min: 45.9 / Avg: 149.24 / Max: 231.6Min: 46.2 / Avg: 138 / Max: 213.1Min: 43.8 / Avg: 110.57 / Max: 167.4Min: 43.2 / Avg: 106.98 / Max: 146Min: 40 / Avg: 145.64 / Max: 243.4Min: 40.4 / Avg: 133.78 / Max: 202.8Min: 38.4 / Avg: 106.15 / Max: 162.5

MandelbulbGPU

OpenBenchmarking.orgWatts, Fewer Is BetterMandelbulbGPU 1.0pts1System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060306090120150Min: 88 / Avg: 88.59 / Max: 89.4Min: 55 / Avg: 76.23 / Max: 83.5Min: 45.6 / Avg: 60.06 / Max: 62.8Min: 57.3 / Avg: 76.06 / Max: 83.7Min: 141.1 / Avg: 144.95 / Max: 147.4Min: 113.8 / Avg: 114.86 / Max: 116.5Min: 50 / Avg: 77.5 / Max: 83Min: 164 / Avg: 170.28 / Max: 175.1Min: 130.3 / Avg: 153.57 / Max: 166Min: 52.8 / Avg: 113.28 / Max: 132.7Min: 48.2 / Avg: 104.35 / Max: 122.8Min: 80.8 / Avg: 99.08 / Max: 106.9Min: 44.1 / Avg: 96.29 / Max: 105.4Min: 70.2 / Avg: 111.73 / Max: 125.8Min: 68.1 / Avg: 104.05 / Max: 117.1Min: 59.2 / Avg: 87.34 / Max: 99.4

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060200K400K600K800K1000K446973.89463103.37563390.57563553.92452300.59386239.70802942.60749144.72711704.22

OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106020M40M60M80M100MSE +/- 202155.32, N = 3SE +/- 608054.60, N = 3SE +/- 2971.36, N = 3SE +/- 104185.29, N = 3SE +/- 60575.76, N = 3SE +/- 13927.02, N = 3SE +/- 419322.49, N = 3SE +/- 473735.75, N = 3SE +/- 289951.05, N = 376108478.6371117240.8063820883.3058806852.0044815450.0337190054.6789708762.4777948508.2362160246.301. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

JuliaGPU

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060306090120150Min: 58.8 / Avg: 84.51 / Max: 90.3Min: 55.4 / Avg: 80.42 / Max: 84.3Min: 51.6 / Avg: 58.46 / Max: 60.5Min: 57.3 / Avg: 75.59 / Max: 98.1Min: 65.3 / Avg: 130.24 / Max: 152.5Min: 55.8 / Avg: 106.08 / Max: 124.3Min: 50.6 / Avg: 77.24 / Max: 81.5Min: 133.8 / Avg: 168.02 / Max: 180Min: 115.3 / Avg: 159.37 / Max: 171.9Min: 102.3 / Avg: 130.58 / Max: 137.8Min: 46.6 / Avg: 119.38 / Max: 129.1Min: 44.3 / Avg: 105.15 / Max: 112.5Min: 81.9 / Avg: 105.62 / Max: 108.9Min: 40.7 / Avg: 110.08 / Max: 129.2Min: 41 / Avg: 104.98 / Max: 118.9Min: 38.7 / Avg: 91.14 / Max: 102.2

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060300K600K900K1200K1500K834214.13828315.02901570.45904351.51786780.08640150.261492898.881364506.031258904.56

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106040M80M120M160M200MSE +/- 140800.69, N = 3SE +/- 172847.35, N = 3SE +/- 182338.25, N = 3SE +/- 474968.42, N = 3SE +/- 462038.74, N = 3SE +/- 109829.25, N = 3SE +/- 413616.13, N = 3SE +/- 70686.86, N = 3SE +/- 291564.71, N = 3140161877.97132005802.97117722561.50107959473.8382726348.8067614640.47164343285.13143250390.97114733414.771. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10603691215SE +/- 0.03, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 0.33, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 33.988.343.124.006.018.427.0511.6911.6811.4511.3610.7410.8311.8211.7011.361. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10603691215SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.33, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.174.682.376.045.523.772.368.397.746.245.463.862.7011.808.375.631. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106070140210280350SE +/- 0.73, N = 3SE +/- 0.20, N = 3SE +/- 6.49, N = 3SE +/- 0.29, N = 3SE +/- 13.07, N = 3SE +/- 0.32, N = 3SE +/- 10.55, N = 3SE +/- 1.14, N = 3SE +/- 0.52, N = 3SE +/- 0.45, N = 3SE +/- 0.49, N = 3SE +/- 0.52, N = 3SE +/- 0.17, N = 3SE +/- 0.85, N = 3SE +/- 0.63, N = 3SE +/- 0.46, N = 327.3727.7934.0436.6545.4516.7020.37203.76203.37212.19209.22123.93115.10327.78294.60214.661. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10604080120160200Min: 63.6 / Avg: 99.32 / Max: 121.2Min: 56.8 / Avg: 105.47 / Max: 125.8Min: 46.1 / Avg: 75.1 / Max: 82.4Min: 58.6 / Avg: 111.6 / Max: 141.3Min: 92.8 / Avg: 138.33 / Max: 188.2Min: 73.3 / Avg: 115.8 / Max: 147.4Min: 50 / Avg: 78.73 / Max: 88.9Min: 100.1 / Avg: 181.34 / Max: 220.2Min: 51 / Avg: 173.78 / Max: 208Min: 107.6 / Avg: 145.23 / Max: 159.1Min: 46.4 / Avg: 125.36 / Max: 145.2Min: 105.6 / Avg: 111.63 / Max: 118.8Min: 43.9 / Avg: 100.35 / Max: 118.2Min: 41.9 / Avg: 122.51 / Max: 141.9Min: 41.9 / Avg: 120.3 / Max: 141Min: 39.6 / Avg: 98.87 / Max: 114.5

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10600.95851.9172.87553.8344.79251.641.481.021.991.821.401.241.952.012.282.272.422.434.263.763.74

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060110220330440550SE +/- 0.23, N = 3SE +/- 0.37, N = 3SE +/- 0.57, N = 3SE +/- 1.10, N = 3SE +/- 1.94, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 2.25, N = 3SE +/- 0.27, N = 3SE +/- 0.23, N = 3SE +/- 0.51, N = 3SE +/- 0.25, N = 3SE +/- 0.50, N = 3SE +/- 0.40, N = 3SE +/- 0.97, N = 3SE +/- 1.18, N = 3162.74156.2276.63221.96251.57162.3497.95354.01349.42331.43284.31270.35244.03521.92451.96369.711. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106050100150200250Min: 58.1 / Avg: 139.65 / Max: 184.1Min: 67.1 / Avg: 146.91 / Max: 166.5Min: 45.4 / Avg: 78.7 / Max: 90.1Min: 58.1 / Avg: 188.21 / Max: 219Min: 64.8 / Avg: 151.38 / Max: 196.5Min: 85.3 / Avg: 136.57 / Max: 156.9Min: 50.1 / Avg: 86.31 / Max: 110.7Min: 56.7 / Avg: 190.99 / Max: 303.2Min: 51.2 / Avg: 178.77 / Max: 277.6Min: 132.6 / Avg: 145.97 / Max: 231.6Min: 46.9 / Avg: 131.44 / Max: 203.8Min: 102.5 / Avg: 110.22 / Max: 167.4Min: 100.1 / Avg: 106.29 / Max: 146Min: 41.6 / Avg: 139.42 / Max: 239.6Min: 42.1 / Avg: 125.46 / Max: 191Min: 39.8 / Avg: 101.76 / Max: 162.5

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060153045607541.5735.0226.9437.8931.5623.9823.5036.0534.5334.3932.9926.7020.8067.3456.4447.03

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10602K4K6K8K10KSE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 9.80, N = 3SE +/- 0.31, N = 3SE +/- 0.49, N = 3SE +/- 0.30, N = 3SE +/- 0.38, N = 3SE +/- 4.90, N = 3SE +/- 16.67, N = 3SE +/- 2.08, N = 3SE +/- 0.64, N = 3SE +/- 0.74, N = 3SE +/- 0.17, N = 3SE +/- 18.40, N = 3SE +/- 17.78, N = 3SE +/- 13.64, N = 35805.785145.092119.767130.644776.983275.622028.096885.136173.345019.384336.292943.152210.699389.107080.774785.981. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10603691215SE +/- 0.22, N = 3SE +/- 0.24, N = 3SE +/- 0.00, N = 3SE +/- 0.46, N = 3SE +/- 1.36, N = 3SE +/- 0.30, N = 3SE +/- 1.53, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 312.6812.377.1412.968.2112.549.2713.2213.1513.1713.1413.2013.2013.1913.2313.211. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10603691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.93, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 312.9612.966.8412.948.9312.9511.5212.4312.4312.4912.4812.4812.4512.5312.4812.471. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106050100150200250Min: 60.3 / Avg: 73.58 / Max: 77Min: 68.5 / Avg: 74.85 / Max: 88.6Min: 55.3 / Avg: 62.12 / Max: 67.3Min: 58.3 / Avg: 70.63 / Max: 77.6Min: 81.8 / Avg: 84.84 / Max: 87.8Min: 71.4 / Avg: 81.13 / Max: 95.3Min: 66.1 / Avg: 71.26 / Max: 79.3Min: 53.7 / Avg: 237.45 / Max: 253.9Min: 51.6 / Avg: 233.39 / Max: 243.6Min: 47.8 / Avg: 191.79 / Max: 199.2Min: 46.9 / Avg: 176.81 / Max: 181.4Min: 44.4 / Avg: 143.88 / Max: 146.8Min: 43.9 / Avg: 133.94 / Max: 140.1Min: 42.3 / Avg: 190.35 / Max: 194.9Min: 42.9 / Avg: 183.4 / Max: 188.3Min: 72.9 / Avg: 143.73 / Max: 147.8

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10604812162010.5210.7810.3410.449.018.3815.4116.8114.69

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10607001400210028003500SE +/- 3.61, N = 3SE +/- 37.43, N = 3SE +/- 4.00, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 2.00, N = 3SE +/- 0.58, N = 3SE +/- 1.20, N = 3249725151983184612971122293330832112

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10604080120160200Min: 67.3 / Avg: 170.49 / Max: 176.8Min: 69.3 / Avg: 178.13 / Max: 187.5Min: 46.3 / Avg: 95.39 / Max: 97.6Min: 57.9 / Avg: 206.19 / Max: 213.3Min: 78.6 / Avg: 216.57 / Max: 227.2Min: 71.6 / Avg: 163.81 / Max: 169.2Min: 50.8 / Avg: 96.65 / Max: 99.3Min: 66.4 / Avg: 237.03 / Max: 242.6Min: 66.1 / Avg: 218.21 / Max: 223.9Min: 48.4 / Avg: 172.06 / Max: 181.7Min: 47.2 / Avg: 158.84 / Max: 165.2Min: 44 / Avg: 122.71 / Max: 126.1Min: 76 / Avg: 123.15 / Max: 126.8Min: 42.3 / Avg: 155.42 / Max: 159.2Min: 43.2 / Avg: 153.01 / Max: 155.8Min: 40 / Avg: 120.84 / Max: 124.1

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060112233445545.7439.4730.1542.6531.9324.6923.9235.0636.5735.5236.9725.8925.3042.1948.0443.07

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10602K4K6K8K10KSE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 39.47, N = 3SE +/- 9.39, N = 3SE +/- 18.84, N = 3SE +/- 0.58, N = 3SE +/- 9.60, N = 3SE +/- 9.00, N = 3SE +/- 1.73, N = 3SE +/- 0.88, N = 3SE +/- 5.57, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.76, N = 3SE +/- 8.69, N = 3SE +/- 2.40, N = 377987030287687946914404423129022830979816111587331773116655773505204

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 106050100150200250Min: 58.6 / Avg: 176.55 / Max: 184.2Min: 54.3 / Avg: 186.97 / Max: 199.1Min: 44.4 / Avg: 96.82 / Max: 98.7Min: 55.4 / Avg: 222.78 / Max: 234.6Min: 63.2 / Avg: 236.36 / Max: 246.2Min: 54.2 / Avg: 174.83 / Max: 179Min: 48.9 / Avg: 100.63 / Max: 103.2Min: 50.3 / Avg: 244.33 / Max: 254.9Min: 59.5 / Avg: 227.47 / Max: 238Min: 45.9 / Avg: 187.08 / Max: 194Min: 86.2 / Avg: 173.44 / Max: 177.1Min: 98.5 / Avg: 131.39 / Max: 133.5Min: 43.2 / Avg: 125.85 / Max: 131.1Min: 40 / Avg: 163.91 / Max: 170.1Min: 40.4 / Avg: 166.89 / Max: 173.7Min: 133.4 / Avg: 137.14 / Max: 138.9

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10602040608010080.3268.1056.3487.8264.9248.6446.2064.1266.8965.3363.5447.7147.5876.3494.9183.55

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10604K8K12K16K20KSE +/- 71.34, N = 3SE +/- 63.01, N = 3SE +/- 14.50, N = 3SE +/- 79.45, N = 3SE +/- 16.65, N = 3SE +/- 33.31, N = 3SE +/- 11.78, N = 3SE +/- 93.11, N = 3SE +/- 44.68, N = 3SE +/- 143.18, N = 3SE +/- 71.17, N = 3SE +/- 26.69, N = 3SE +/- 4.33, N = 3SE +/- 14.86, N = 3SE +/- 12.12, N = 3SE +/- 73.73, N = 3SE +/- 4.26, N = 314180127325455195641534485044649199301566615216122211102162695988125131583911459

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRadeon RX 480Radeon RX 470 OCRadeon R9 FuryR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060612182430SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 2.57, N = 3SE +/- 1.27, N = 6SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 1.69, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 37.559.2111.507.727.858.9510.6614.0817.7826.716.037.7911.211. (CXX) g++ options: -O3 -lOpenCL

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10606001200180024003000SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 1.34, N = 3SE +/- 44.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 37.53, N = 3SE +/- 0.06, N = 3SE +/- 2.12, N = 3SE +/- 4.84, N = 3SE +/- 2.17, N = 3SE +/- 1.90, N = 3SE +/- 0.54, N = 3SE +/- 0.60, N = 3SE +/- 2.27, N = 3SE +/- 27.29, N = 3SE +/- 0.55, N = 31152.821021.88425.181358.271575.63648.24328.771428.801924.271727.271405.021222.22837.70633.332688.912008.751367.781. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060100200300400500SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.65, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3449.37221.82197.78159.02137.3392.9770.30300.16226.75151.941. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon RX 480Radeon RX 470 OCRadeon RX 460Radeon R9 FuryRadeon R9 290Radeon R9 285Radeon R7 260XR9 FuryGeForce GTX TITAN X MaxwellGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 10602K4K6K8K10KSE +/- 0.43, N = 3SE +/- 0.41, N = 3SE +/- 260.96, N = 3SE +/- 1.05, N = 3SE +/- 0.85, N = 3SE +/- 193.76, N = 3SE +/- 45.05, N = 3SE +/- 0.37, N = 3SE +/- 8.77, N = 3SE +/- 8.48, N = 3SE +/- 1.51, N = 3SE +/- 2.04, N = 3SE +/- 1.13, N = 3SE +/- 0.18, N = 3SE +/- 198.39, N = 3SE +/- 85.54, N = 3SE +/- 4.04, N = 35516.274891.211718.136597.134585.081764.93841.286724.136585.345874.354747.214157.942788.502153.388556.646502.904407.441. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2