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 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon 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 970 4096MB (1163/3505MHz)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 20160609ext43840x2160NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1612/5005MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)Sapphire AMD Radeon R9 Fury 4096MB4.5.13448Sapphire AMD Radeon RX 470 4096MBAMD Radeon RX 460 2048MBAMD Radeon RX 480 8192MBXFX AMD Radeon R9 200 2048MBXFX AMD Radeon R9 200 4096MBSapphire 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 970: Scaling Governor: intel_pstate performance- GeForce GTX 1070: Scaling Governor: intel_pstate performance- GeForce GTX 1080: Scaling Governor: intel_pstate performance- GeForce GTX 1060: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 950: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX TITAN X Maxwell: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- Radeon R9 Fury: Scaling Governor: intel_pstate performance- Radeon RX 470 OC: Scaling Governor: intel_pstate performance- Radeon RX 460: Scaling Governor: intel_pstate performance- Radeon RX 480: Scaling Governor: intel_pstate performance- Radeon R9 285: Scaling Governor: intel_pstate performance- Radeon R9 290: Scaling Governor: intel_pstate performance- Radeon R7 260X: Scaling Governor: intel_pstate performance- R9 Fury: Scaling Governor: intel_pstate powersaveOpenCL Details- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX TITAN X Maxwell: GPU Compute Cores: 3072- GeForce GTX 980 Ti: GPU Compute Cores: 2816System Details- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX TITAN X Maxwell: GPU Compute Cores: 3072.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.Graphics Details- Radeon R9 Fury, Radeon RX 470 OC, Radeon RX 460, Radeon RX 480, Radeon R9 285, Radeon R9 290, Radeon R7 260X, R9 Fury: GLAMOR

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

AMD NVIDIA Linux GPU OpenCL Computeshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - Triadmixbench: Single Precisionmixbench: Double Precisionshoc: OpenCL - Max SP Flopsshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashmixbench: Integerjuliagpu: GPUmandelbulbgpu: GPUluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelfinancebench: Black-Scholes OpenCLGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260XR9 Fury12.4813.14284.3111.364157.94137.334336.29209.225.461222.22107959473.8358806852.00110215873184614.0812.4813.23451.9611.706502.90226.757080.77294.608.372008.75143250390.9777948508.2315839735030837.7912.5313.19521.9211.828556.64300.169389.10327.7811.802688.91164343285.1389708762.4712513655729336.0312.4713.21369.7111.364407.44151.944785.98214.665.631367.78114733414.7762160246.30114595204211211.2112.4913.17331.4311.454747.21159.025019.38212.196.241405.02117722561.5063820883.30122216111198310.6612.4513.20244.0310.832153.3870.302210.69115.102.70633.3367614640.4737190054.6759883116112226.7112.4813.20270.3510.742788.5092.972943.15123.933.86837.7082726348.8044815450.0362693177129717.7812.4313.22354.0111.696585.34221.826885.13203.768.391924.27140161877.9776108478.6315666830924977.8512.4313.15349.4211.685874.35197.786173.34203.377.741727.27132005802.9771117240.8015216798125158.9512.9412.96221.964.006597.137130.6436.656.041358.2719564879411.5012.9612.37156.228.344891.215145.0927.794.681021.881273270309.216.847.1476.633.121718.132119.7634.042.37425.185455287612.9612.68162.743.985516.275805.7827.375.171152.821418077987.5512.9512.54162.348.421764.933275.6216.703.77648.24850440448.938.21251.576.014585.084776.9845.455.521575.6315344691411.529.2797.957.05841.282028.0920.372.36328.77464923126724.13449.371428.801993090227.72OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X50100150200250Min: 46.2 / Avg: 138 / Max: 213.1Min: 40.4 / Avg: 133.78 / Max: 202.8Min: 40 / Avg: 145.64 / Max: 243.4Min: 38.4 / Avg: 106.15 / Max: 162.5Min: 45.9 / Avg: 149.24 / Max: 231.6Min: 43.2 / Avg: 106.98 / Max: 146Min: 43.8 / Avg: 110.57 / Max: 167.4Min: 50.3 / Avg: 193.1 / Max: 303.2Min: 49.5 / Avg: 182.17 / Max: 277.6Min: 55.1 / Avg: 154.66 / Max: 234.6Min: 52.9 / Avg: 132.38 / Max: 199.1Min: 44.4 / Avg: 76.79 / Max: 98.7Min: 57.4 / Avg: 128.01 / Max: 184.2Min: 54.2 / Avg: 132.75 / Max: 179Min: 63.1 / Avg: 163.82 / Max: 246.2Min: 48.3 / Avg: 84.62 / Max: 110.7

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X0.95851.9172.87553.8344.79252.273.764.263.742.282.432.421.952.011.991.481.021.641.401.821.24

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X3691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.93, N = 3SE +/- 0.08, N = 312.4812.4812.5312.4712.4912.4512.4812.4312.4312.9412.966.8412.9612.958.9311.521. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X3691215SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.46, N = 3SE +/- 0.24, N = 3SE +/- 0.00, N = 3SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 1.36, N = 3SE +/- 1.53, N = 313.1413.2313.1913.2113.1713.2013.2013.2213.1512.9612.377.1412.6812.548.219.271. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X110220330440550SE +/- 0.51, N = 3SE +/- 0.97, N = 3SE +/- 0.40, N = 3SE +/- 1.18, N = 3SE +/- 0.23, N = 3SE +/- 0.50, N = 3SE +/- 0.25, N = 3SE +/- 2.25, N = 3SE +/- 0.27, N = 3SE +/- 1.10, N = 3SE +/- 0.37, N = 3SE +/- 0.57, N = 3SE +/- 0.23, N = 3SE +/- 1.03, N = 3SE +/- 1.94, N = 3SE +/- 0.15, N = 3284.31451.96521.92369.71331.43244.03270.35354.01349.42221.96156.2276.63162.74162.34251.5797.951. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X3691215SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 311.3611.7011.8211.3611.4510.8310.7411.6911.684.008.343.123.988.426.017.051. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260XR9 Fury2K4K6K8K10KSE +/- 2.04, N = 3SE +/- 85.54, N = 3SE +/- 198.39, N = 3SE +/- 4.04, N = 3SE +/- 1.51, N = 3SE +/- 0.18, N = 3SE +/- 1.13, N = 3SE +/- 8.77, N = 3SE +/- 8.48, N = 3SE +/- 1.05, N = 3SE +/- 0.41, N = 3SE +/- 260.96, N = 3SE +/- 0.43, N = 3SE +/- 193.76, N = 3SE +/- 0.85, N = 3SE +/- 45.05, N = 3SE +/- 0.37, N = 34157.946502.908556.644407.444747.212153.382788.506585.345874.356597.134891.211718.135516.271764.934585.08841.286724.131. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X153045607532.9956.4467.3447.0334.3920.8026.7036.0534.5337.8935.0226.9441.5723.9831.5623.50

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiR9 Fury100200300400500SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.65, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3137.33226.75300.16151.94159.0270.3092.97221.82197.78449.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X2K4K6K8K10KSE +/- 0.64, N = 3SE +/- 17.78, N = 3SE +/- 18.40, N = 3SE +/- 13.64, N = 3SE +/- 2.08, N = 3SE +/- 0.17, N = 3SE +/- 0.74, N = 3SE +/- 4.90, N = 3SE +/- 16.67, N = 3SE +/- 0.31, N = 3SE +/- 0.30, N = 3SE +/- 9.80, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 34336.297080.779389.104785.985019.382210.692943.156885.136173.347130.645145.092119.765805.783275.624776.982028.091. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X70140210280350SE +/- 0.49, N = 3SE +/- 0.63, N = 3SE +/- 0.85, N = 3SE +/- 0.46, N = 3SE +/- 0.45, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 1.14, N = 3SE +/- 0.52, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 6.49, N = 3SE +/- 0.73, N = 3SE +/- 0.32, N = 3SE +/- 13.07, N = 3SE +/- 10.55, N = 3209.22294.60327.78214.66212.19115.10123.93203.76203.3736.6527.7934.0427.3716.7045.4520.371. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 35.468.3711.805.636.242.703.868.397.746.044.682.375.173.775.522.361. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

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: IntegerGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260XR9 Fury6001200180024003000SE +/- 1.90, N = 3SE +/- 27.29, N = 3SE +/- 2.27, N = 3SE +/- 0.55, N = 3SE +/- 2.17, N = 3SE +/- 0.60, N = 3SE +/- 0.54, N = 3SE +/- 2.12, N = 3SE +/- 4.84, N = 3SE +/- 44.24, N = 3SE +/- 0.04, N = 3SE +/- 1.34, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 37.53, N = 3SE +/- 0.06, N = 31222.222008.752688.911367.781405.02633.33837.701924.271727.271358.271021.88425.181152.82648.241575.63328.771428.801. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti40M80M120M160M200MSE +/- 474968.42, N = 3SE +/- 70686.86, N = 3SE +/- 413616.13, N = 3SE +/- 291564.71, N = 3SE +/- 182338.25, N = 3SE +/- 109829.25, N = 3SE +/- 462038.74, N = 3SE +/- 140800.69, N = 3SE +/- 172847.35, N = 3107959473.83143250390.97164343285.13114733414.77117722561.5067614640.4782726348.80140161877.97132005802.971. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti300K600K900K1200K1500K904351.511364506.031492898.881258904.56901570.45640150.26786780.08834214.13828315.02

MandelbulbGPU

MandelbulbGPU is an OpenCL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti20M40M60M80M100MSE +/- 104185.29, N = 3SE +/- 473735.75, N = 3SE +/- 419322.49, N = 3SE +/- 289951.05, N = 3SE +/- 2971.36, N = 3SE +/- 13927.02, N = 3SE +/- 60575.76, N = 3SE +/- 202155.32, N = 3SE +/- 608054.60, N = 358806852.0077948508.2389708762.4762160246.3063820883.3037190054.6744815450.0376108478.6371117240.801. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti200K400K600K800K1000K563553.92749144.72802942.60711704.22563390.57386239.70452300.59446973.89463103.37

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X112233445536.9748.0442.1943.0735.5225.3025.8935.0636.5742.6539.4730.1545.7424.6931.9323.92

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260XR9 Fury4K8K12K16K20KSE +/- 26.69, N = 3SE +/- 73.73, N = 3SE +/- 12.12, N = 3SE +/- 4.26, N = 3SE +/- 71.17, N = 3SE +/- 14.86, N = 3SE +/- 4.33, N = 3SE +/- 44.68, N = 3SE +/- 143.18, N = 3SE +/- 79.45, N = 3SE +/- 63.01, N = 3SE +/- 14.50, N = 3SE +/- 71.34, N = 3SE +/- 33.31, N = 3SE +/- 16.65, N = 3SE +/- 11.78, N = 3SE +/- 93.11, N = 311021158391251311459122215988626915666152161956412732545514180850415344464919930

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X2040608010063.5494.9176.3483.5565.3347.5847.7164.1266.8987.8268.1056.3480.3248.6464.9246.20

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti4812162010.4416.8115.4114.6910.348.389.0110.5210.78

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260XR9 Fury2K4K6K8K10KSE +/- 5.57, N = 3SE +/- 8.69, N = 3SE +/- 1.76, N = 3SE +/- 2.40, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 9.00, N = 3SE +/- 1.73, N = 3SE +/- 39.47, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 18.84, N = 3SE +/- 9.39, N = 3SE +/- 0.58, N = 3SE +/- 9.60, N = 358737350655752046111311631778309798187947030287677984044691423129022

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 Ti7001400210028003500SE +/- 1.33, N = 3SE +/- 0.58, N = 3SE +/- 2.00, N = 3SE +/- 1.20, N = 3SE +/- 4.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 3.61, N = 3SE +/- 37.43, N = 3184630832933211219831122129724972515

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 OpenCLGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 480R9 Fury612182430SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 1.69, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 2.57, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 1.27, N = 614.087.796.0311.2110.6626.7117.787.858.9511.509.217.557.721. (CXX) g++ options: -O3 -lOpenCL

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X50100150200250Min: 86.2 / Avg: 173.44 / Max: 177.1Min: 40.4 / Avg: 166.89 / Max: 173.7Min: 40 / Avg: 163.91 / Max: 170.1Min: 133.4 / Avg: 137.14 / Max: 138.9Min: 45.9 / Avg: 187.08 / Max: 194Min: 43.2 / Avg: 125.85 / Max: 131.1Min: 98.5 / Avg: 131.39 / Max: 133.5Min: 50.3 / Avg: 244.33 / Max: 254.9Min: 59.5 / Avg: 227.47 / Max: 238Min: 55.4 / Avg: 222.78 / Max: 234.6Min: 54.3 / Avg: 186.97 / Max: 199.1Min: 44.4 / Avg: 96.82 / Max: 98.7Min: 58.6 / Avg: 176.55 / Max: 184.2Min: 54.2 / Avg: 174.83 / Max: 179Min: 63.2 / Avg: 236.36 / Max: 246.2Min: 48.9 / Avg: 100.63 / Max: 103.2

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X4080120160200Min: 47.2 / Avg: 158.84 / Max: 165.2Min: 43.2 / Avg: 153.01 / Max: 155.8Min: 42.3 / Avg: 155.42 / Max: 159.2Min: 40 / Avg: 120.84 / Max: 124.1Min: 48.4 / Avg: 172.06 / Max: 181.7Min: 76 / Avg: 123.15 / Max: 126.8Min: 44 / Avg: 122.71 / Max: 126.1Min: 66.4 / Avg: 237.03 / Max: 242.6Min: 66.1 / Avg: 218.21 / Max: 223.9Min: 57.9 / Avg: 206.19 / Max: 213.3Min: 69.3 / Avg: 178.13 / Max: 187.5Min: 46.3 / Avg: 95.39 / Max: 97.6Min: 67.3 / Avg: 170.49 / Max: 176.8Min: 71.6 / Avg: 163.81 / Max: 169.2Min: 78.6 / Avg: 216.57 / Max: 227.2Min: 50.8 / Avg: 96.65 / Max: 99.3

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X50100150200250Min: 46.9 / Avg: 176.81 / Max: 181.4Min: 42.9 / Avg: 183.4 / Max: 188.3Min: 42.3 / Avg: 190.35 / Max: 194.9Min: 72.9 / Avg: 143.73 / Max: 147.8Min: 47.8 / Avg: 191.79 / Max: 199.2Min: 43.9 / Avg: 133.94 / Max: 140.1Min: 44.4 / Avg: 143.88 / Max: 146.8Min: 53.7 / Avg: 237.45 / Max: 253.9Min: 51.6 / Avg: 233.39 / Max: 243.6Min: 58.3 / Avg: 70.63 / Max: 77.6Min: 68.5 / Avg: 74.85 / Max: 88.6Min: 55.3 / Avg: 62.12 / Max: 67.3Min: 60.3 / Avg: 73.58 / Max: 77Min: 71.4 / Avg: 81.13 / Max: 95.3Min: 81.8 / Avg: 84.84 / Max: 87.8Min: 66.1 / Avg: 71.26 / Max: 79.3

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X50100150200250Min: 46.9 / Avg: 131.44 / Max: 203.8Min: 42.1 / Avg: 125.46 / Max: 191Min: 41.6 / Avg: 139.42 / Max: 239.6Min: 39.8 / Avg: 101.76 / Max: 162.5Min: 132.6 / Avg: 145.97 / Max: 231.6Min: 100.1 / Avg: 106.29 / Max: 146Min: 102.5 / Avg: 110.22 / Max: 167.4Min: 56.7 / Avg: 190.99 / Max: 303.2Min: 51.2 / Avg: 178.77 / Max: 277.6Min: 58.1 / Avg: 188.21 / Max: 219Min: 67.1 / Avg: 146.91 / Max: 166.5Min: 45.4 / Avg: 78.7 / Max: 90.1Min: 58.1 / Avg: 139.65 / Max: 184.1Min: 85.3 / Avg: 136.57 / Max: 156.9Min: 64.8 / Avg: 151.38 / Max: 196.5Min: 50.1 / Avg: 86.31 / Max: 110.7

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X4080120160200Min: 46.4 / Avg: 125.36 / Max: 145.2Min: 41.9 / Avg: 120.3 / Max: 141Min: 41.9 / Avg: 122.51 / Max: 141.9Min: 39.6 / Avg: 98.87 / Max: 114.5Min: 107.6 / Avg: 145.23 / Max: 159.1Min: 43.9 / Avg: 100.35 / Max: 118.2Min: 105.6 / Avg: 111.63 / Max: 118.8Min: 100.1 / Avg: 181.34 / Max: 220.2Min: 51 / Avg: 173.78 / Max: 208Min: 58.6 / Avg: 111.6 / Max: 141.3Min: 56.8 / Avg: 105.47 / Max: 125.8Min: 46.1 / Avg: 75.1 / Max: 82.4Min: 63.6 / Avg: 99.32 / Max: 121.2Min: 73.3 / Avg: 115.8 / Max: 147.4Min: 92.8 / Avg: 138.33 / Max: 188.2Min: 50 / Avg: 78.73 / Max: 88.9

JuliaGPU

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X306090120150Min: 46.6 / Avg: 119.38 / Max: 129.1Min: 41 / Avg: 104.98 / Max: 118.9Min: 40.7 / Avg: 110.08 / Max: 129.2Min: 38.7 / Avg: 91.14 / Max: 102.2Min: 102.3 / Avg: 130.58 / Max: 137.8Min: 81.9 / Avg: 105.62 / Max: 108.9Min: 44.3 / Avg: 105.15 / Max: 112.5Min: 133.8 / Avg: 168.02 / Max: 180Min: 115.3 / Avg: 159.37 / Max: 171.9Min: 57.3 / Avg: 75.59 / Max: 98.1Min: 55.4 / Avg: 80.42 / Max: 84.3Min: 51.6 / Avg: 58.46 / Max: 60.5Min: 58.8 / Avg: 84.51 / Max: 90.3Min: 55.8 / Avg: 106.08 / Max: 124.3Min: 65.3 / Avg: 130.24 / Max: 152.5Min: 50.6 / Avg: 77.24 / Max: 81.5

MandelbulbGPU

OpenBenchmarking.orgWatts, Fewer Is BetterMandelbulbGPU 1.0pts1System Power Consumption MonitorGeForce GTX 970GeForce GTX 1070GeForce GTX 1080GeForce GTX 1060GeForce GTX 980GeForce GTX 950GeForce GTX 960GeForce GTX TITAN X MaxwellGeForce GTX 980 TiRadeon R9 FuryRadeon RX 470 OCRadeon RX 460Radeon RX 480Radeon R9 285Radeon R9 290Radeon R7 260X306090120150Min: 48.2 / Avg: 104.35 / Max: 122.8Min: 68.1 / Avg: 104.05 / Max: 117.1Min: 70.2 / Avg: 111.73 / Max: 125.8Min: 59.2 / Avg: 87.34 / Max: 99.4Min: 52.8 / Avg: 113.28 / Max: 132.7Min: 44.1 / Avg: 96.29 / Max: 105.4Min: 80.8 / Avg: 99.08 / Max: 106.9Min: 164 / Avg: 170.28 / Max: 175.1Min: 130.3 / Avg: 153.57 / Max: 166Min: 57.3 / Avg: 76.06 / Max: 83.7Min: 55 / Avg: 76.23 / Max: 83.5Min: 45.6 / Avg: 60.06 / Max: 62.8Min: 88 / Avg: 88.59 / Max: 89.4Min: 113.8 / Avg: 114.86 / Max: 116.5Min: 141.1 / Avg: 144.95 / Max: 147.4Min: 50 / Avg: 77.5 / Max: 83

31 Results Shown

System Power Consumption Monitor:
  Phoronix Test Suite System Monitoring
  OpenCL - Texture Read Bandwidth
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Bus Speed Download
  OpenCL - Bus Speed Readback
  OpenCL - Texture Read Bandwidth
  OpenCL - Triad
Mixbench
SHOC Scalable HeterOgeneous Computing
Mixbench
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Max SP Flops
  OpenCL - FFT SP
  OpenCL - MD5 Hash
Mixbench
JuliaGPU
JuliaGPU
MandelbulbGPU
MandelbulbGPU:
  GPU
  GPU - Microphone
LuxMark
LuxMark:
  GPU - Luxball HDR
  GPU - Hotel
LuxMark:
  GPU - Microphone
  GPU - Hotel
FinanceBench
LuxMark:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts