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..

HTML result view exported from: https://openbenchmarking.org/result/1608190-KH-1608193LO70&gru&sro.

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

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 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 Fury12.4513.20244.0310.832153.3870.302210.69115.102.70633.3367614640.4737190054.6759883116112226.7112.4813.20270.3510.742788.5092.972943.15123.933.86837.7082726348.8044815450.0362693177129717.7812.4813.14284.3111.364157.94137.334336.29209.225.461222.22107959473.8358806852.00110215873184614.0812.4913.17331.4311.454747.21159.025019.38212.196.241405.02117722561.5063820883.30122216111198310.6612.4313.15349.4211.685874.35197.786173.34203.377.741727.27132005802.9771117240.8015216798125158.9512.4313.22354.0111.696585.34221.826885.13203.768.391924.27140161877.9776108478.6315666830924977.8512.4713.21369.7111.364407.44151.944785.98214.665.631367.78114733414.7762160246.30114595204211211.2112.4813.23451.9611.706502.90226.757080.77294.608.372008.75143250390.9777948508.2315839735030837.7912.5313.19521.9211.828556.64300.169389.10327.7811.802688.91164343285.1389708762.4712513655729336.0312.9512.54162.348.421764.933275.6216.703.77648.24850440448.938.21251.576.014585.084776.9845.455.521575.6315344691412.9412.96221.964.006597.137130.6436.656.041358.2719564879411.506.847.1476.633.121718.132119.7634.042.37425.185455287612.9612.37156.228.344891.215145.0927.794.681021.881273270309.2112.9612.68162.743.985516.275805.7827.375.171152.821418077987.5511.529.2797.957.05841.282028.0920.372.36328.77464923126724.13449.371428.801993090227.72OpenBenchmarking.org

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 48050100150200250Min: 38.4 / Avg: 106.15 / Max: 162.5Min: 40.4 / Avg: 133.78 / Max: 202.8Min: 40 / Avg: 145.64 / Max: 243.4Min: 43.2 / Avg: 106.98 / Max: 146Min: 43.8 / Avg: 110.57 / Max: 167.4Min: 46.2 / Avg: 138 / Max: 213.1Min: 45.9 / Avg: 149.24 / Max: 231.6Min: 49.5 / Avg: 182.17 / Max: 277.6Min: 50.3 / Avg: 193.1 / Max: 303.2Min: 48.3 / Avg: 84.62 / Max: 110.7Min: 54.2 / Avg: 132.75 / Max: 179Min: 63.1 / Avg: 163.82 / Max: 246.2Min: 55.1 / Avg: 154.66 / Max: 234.6Min: 44.4 / Avg: 76.79 / Max: 98.7Min: 52.9 / Avg: 132.38 / Max: 199.1Min: 57.4 / Avg: 128.01 / Max: 184.2

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4800.95851.9172.87553.8344.79253.743.764.262.432.422.272.282.011.951.241.401.821.991.021.481.64

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4803691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.93, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.4712.4812.5312.4512.4812.4812.4912.4312.4311.5212.958.9312.946.8412.9612.961. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4803691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 1.53, N = 3SE +/- 0.30, N = 3SE +/- 1.36, N = 3SE +/- 0.46, N = 3SE +/- 0.00, N = 3SE +/- 0.24, N = 3SE +/- 0.22, N = 313.2113.2313.1913.2013.2013.1413.1713.1513.229.2712.548.2112.967.1412.3712.681. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480110220330440550SE +/- 1.18, N = 3SE +/- 0.97, N = 3SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.25, N = 3SE +/- 0.51, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 3SE +/- 2.25, N = 3SE +/- 0.15, N = 3SE +/- 1.03, N = 3SE +/- 1.94, N = 3SE +/- 1.10, N = 3SE +/- 0.57, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 3369.71451.96521.92244.03270.35284.31331.43349.42354.0197.95162.34251.57221.9676.63156.22162.741. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4803691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.85, N = 3SE +/- 0.03, N = 311.3611.7011.8210.8310.7411.3611.4511.6811.697.058.426.014.003.128.343.981. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 FuryRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4802K4K6K8K10KSE +/- 4.04, N = 3SE +/- 85.54, N = 3SE +/- 198.39, N = 3SE +/- 0.18, N = 3SE +/- 1.13, N = 3SE +/- 2.04, N = 3SE +/- 1.51, N = 3SE +/- 8.48, N = 3SE +/- 8.77, N = 3SE +/- 0.37, N = 3SE +/- 45.05, N = 3SE +/- 193.76, N = 3SE +/- 0.85, N = 3SE +/- 1.05, N = 3SE +/- 260.96, N = 3SE +/- 0.41, N = 3SE +/- 0.43, N = 34407.446502.908556.642153.382788.504157.944747.215874.356585.346724.13841.281764.934585.086597.131718.134891.215516.271. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480153045607547.0356.4467.3420.8026.7032.9934.3934.5336.0523.5023.9831.5637.8926.9435.0241.57

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 Fury100200300400500SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.65, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3151.94226.75300.1670.3092.97137.33159.02197.78221.82449.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4802K4K6K8K10KSE +/- 13.64, N = 3SE +/- 17.78, N = 3SE +/- 18.40, N = 3SE +/- 0.17, N = 3SE +/- 0.74, N = 3SE +/- 0.64, N = 3SE +/- 2.08, N = 3SE +/- 16.67, N = 3SE +/- 4.90, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.31, N = 3SE +/- 9.80, N = 3SE +/- 0.30, N = 3SE +/- 0.27, N = 34785.987080.779389.102210.692943.154336.295019.386173.346885.132028.093275.624776.987130.642119.765145.095805.781. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 48070140210280350SE +/- 0.46, N = 3SE +/- 0.63, N = 3SE +/- 0.85, N = 3SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.49, N = 3SE +/- 0.45, N = 3SE +/- 0.52, N = 3SE +/- 1.14, N = 3SE +/- 10.55, N = 3SE +/- 0.32, N = 3SE +/- 13.07, N = 3SE +/- 0.29, N = 3SE +/- 6.49, N = 3SE +/- 0.20, N = 3SE +/- 0.73, N = 3214.66294.60327.78115.10123.93209.22212.19203.37203.7620.3716.7045.4536.6534.0427.7927.371. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4803691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.25, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.33, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 35.638.3711.802.703.865.466.247.748.392.363.775.526.042.374.685.171. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

Mixbench

Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 FuryRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4806001200180024003000SE +/- 0.55, N = 3SE +/- 27.29, N = 3SE +/- 2.27, N = 3SE +/- 0.60, N = 3SE +/- 0.54, N = 3SE +/- 1.90, N = 3SE +/- 2.17, N = 3SE +/- 4.84, N = 3SE +/- 2.12, N = 3SE +/- 0.06, N = 3SE +/- 37.53, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 44.24, N = 3SE +/- 1.34, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 31367.782008.752688.91633.33837.701222.221405.021727.271924.271428.80328.77648.241575.631358.27425.181021.881152.821. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell40M80M120M160M200MSE +/- 291564.71, N = 3SE +/- 70686.86, N = 3SE +/- 413616.13, N = 3SE +/- 109829.25, N = 3SE +/- 462038.74, N = 3SE +/- 474968.42, N = 3SE +/- 182338.25, N = 3SE +/- 172847.35, N = 3SE +/- 140800.69, N = 3114733414.77143250390.97164343285.1367614640.4782726348.80107959473.83117722561.50132005802.97140161877.971. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell300K600K900K1200K1500K1258904.561364506.031492898.88640150.26786780.08904351.51901570.45828315.02834214.13

MandelbulbGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell20M40M60M80M100MSE +/- 289951.05, N = 3SE +/- 473735.75, N = 3SE +/- 419322.49, N = 3SE +/- 13927.02, N = 3SE +/- 60575.76, N = 3SE +/- 104185.29, N = 3SE +/- 2971.36, N = 3SE +/- 608054.60, N = 3SE +/- 202155.32, N = 362160246.3077948508.2389708762.4737190054.6744815450.0358806852.0063820883.3071117240.8076108478.631. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

MandelbulbGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell200K400K600K800K1000K711704.22749144.72802942.60386239.70452300.59563553.92563390.57463103.37446973.89

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480112233445543.0748.0442.1925.3025.8936.9735.5236.5735.0623.9224.6931.9342.6530.1539.4745.74

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 FuryRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4804K8K12K16K20KSE +/- 4.26, N = 3SE +/- 73.73, N = 3SE +/- 12.12, N = 3SE +/- 14.86, N = 3SE +/- 4.33, N = 3SE +/- 26.69, N = 3SE +/- 71.17, N = 3SE +/- 143.18, N = 3SE +/- 44.68, N = 3SE +/- 93.11, N = 3SE +/- 11.78, N = 3SE +/- 33.31, N = 3SE +/- 16.65, N = 3SE +/- 79.45, N = 3SE +/- 14.50, N = 3SE +/- 63.01, N = 3SE +/- 71.34, N = 311459158391251359886269110211222115216156661993046498504153441956454551273214180

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4802040608010083.5594.9176.3447.5847.7163.5465.3366.8964.1246.2048.6464.9287.8256.3468.1080.32

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell4812162014.6916.8115.418.389.0110.4410.3410.7810.52

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 FuryRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4802K4K6K8K10KSE +/- 2.40, N = 3SE +/- 8.69, N = 3SE +/- 1.76, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 5.57, N = 3SE +/- 0.88, N = 3SE +/- 1.73, N = 3SE +/- 9.00, N = 3SE +/- 9.60, N = 3SE +/- 0.58, N = 3SE +/- 18.84, N = 3SE +/- 9.39, N = 3SE +/- 39.47, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 352047350655731163177587361117981830990222312404469148794287670307798

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X Maxwell7001400210028003500SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 4.00, N = 3SE +/- 37.43, N = 3SE +/- 3.61, N = 3211230832933112212971846198325152497

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellR9 FuryRadeon R9 FuryRadeon RX 470 OCRadeon RX 480612182430SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 1.69, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 1.27, N = 6SE +/- 2.57, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 311.217.796.0326.7117.7814.0810.668.957.857.7211.509.217.551. (CXX) g++ options: -O3 -lOpenCL

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 48050100150200250Min: 133.4 / Avg: 137.14 / Max: 138.9Min: 40.4 / Avg: 166.89 / Max: 173.7Min: 40 / Avg: 163.91 / Max: 170.1Min: 43.2 / Avg: 125.85 / Max: 131.1Min: 98.5 / Avg: 131.39 / Max: 133.5Min: 86.2 / Avg: 173.44 / Max: 177.1Min: 45.9 / Avg: 187.08 / Max: 194Min: 59.5 / Avg: 227.47 / Max: 238Min: 50.3 / Avg: 244.33 / Max: 254.9Min: 48.9 / Avg: 100.63 / Max: 103.2Min: 54.2 / Avg: 174.83 / Max: 179Min: 63.2 / Avg: 236.36 / Max: 246.2Min: 55.4 / Avg: 222.78 / Max: 234.6Min: 44.4 / Avg: 96.82 / Max: 98.7Min: 54.3 / Avg: 186.97 / Max: 199.1Min: 58.6 / Avg: 176.55 / Max: 184.2

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4804080120160200Min: 40 / Avg: 120.84 / Max: 124.1Min: 43.2 / Avg: 153.01 / Max: 155.8Min: 42.3 / Avg: 155.42 / Max: 159.2Min: 76 / Avg: 123.15 / Max: 126.8Min: 44 / Avg: 122.71 / Max: 126.1Min: 47.2 / Avg: 158.84 / Max: 165.2Min: 48.4 / Avg: 172.06 / Max: 181.7Min: 66.1 / Avg: 218.21 / Max: 223.9Min: 66.4 / Avg: 237.03 / Max: 242.6Min: 50.8 / Avg: 96.65 / Max: 99.3Min: 71.6 / Avg: 163.81 / Max: 169.2Min: 78.6 / Avg: 216.57 / Max: 227.2Min: 57.9 / Avg: 206.19 / Max: 213.3Min: 46.3 / Avg: 95.39 / Max: 97.6Min: 69.3 / Avg: 178.13 / Max: 187.5Min: 67.3 / Avg: 170.49 / Max: 176.8

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 48050100150200250Min: 72.9 / Avg: 143.73 / Max: 147.8Min: 42.9 / Avg: 183.4 / Max: 188.3Min: 42.3 / Avg: 190.35 / Max: 194.9Min: 43.9 / Avg: 133.94 / Max: 140.1Min: 44.4 / Avg: 143.88 / Max: 146.8Min: 46.9 / Avg: 176.81 / Max: 181.4Min: 47.8 / Avg: 191.79 / Max: 199.2Min: 51.6 / Avg: 233.39 / Max: 243.6Min: 53.7 / Avg: 237.45 / Max: 253.9Min: 66.1 / Avg: 71.26 / Max: 79.3Min: 71.4 / Avg: 81.13 / Max: 95.3Min: 81.8 / Avg: 84.84 / Max: 87.8Min: 58.3 / Avg: 70.63 / Max: 77.6Min: 55.3 / Avg: 62.12 / Max: 67.3Min: 68.5 / Avg: 74.85 / Max: 88.6Min: 60.3 / Avg: 73.58 / Max: 77

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 48050100150200250Min: 39.8 / Avg: 101.76 / Max: 162.5Min: 42.1 / Avg: 125.46 / Max: 191Min: 41.6 / Avg: 139.42 / Max: 239.6Min: 100.1 / Avg: 106.29 / Max: 146Min: 102.5 / Avg: 110.22 / Max: 167.4Min: 46.9 / Avg: 131.44 / Max: 203.8Min: 132.6 / Avg: 145.97 / Max: 231.6Min: 51.2 / Avg: 178.77 / Max: 277.6Min: 56.7 / Avg: 190.99 / Max: 303.2Min: 50.1 / Avg: 86.31 / Max: 110.7Min: 85.3 / Avg: 136.57 / Max: 156.9Min: 64.8 / Avg: 151.38 / Max: 196.5Min: 58.1 / Avg: 188.21 / Max: 219Min: 45.4 / Avg: 78.7 / Max: 90.1Min: 67.1 / Avg: 146.91 / Max: 166.5Min: 58.1 / Avg: 139.65 / Max: 184.1

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 4804080120160200Min: 39.6 / Avg: 98.87 / Max: 114.5Min: 41.9 / Avg: 120.3 / Max: 141Min: 41.9 / Avg: 122.51 / Max: 141.9Min: 43.9 / Avg: 100.35 / Max: 118.2Min: 105.6 / Avg: 111.63 / Max: 118.8Min: 46.4 / Avg: 125.36 / Max: 145.2Min: 107.6 / Avg: 145.23 / Max: 159.1Min: 51 / Avg: 173.78 / Max: 208Min: 100.1 / Avg: 181.34 / Max: 220.2Min: 50 / Avg: 78.73 / Max: 88.9Min: 73.3 / Avg: 115.8 / Max: 147.4Min: 92.8 / Avg: 138.33 / Max: 188.2Min: 58.6 / Avg: 111.6 / Max: 141.3Min: 46.1 / Avg: 75.1 / Max: 82.4Min: 56.8 / Avg: 105.47 / Max: 125.8Min: 63.6 / Avg: 99.32 / Max: 121.2

JuliaGPU

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480306090120150Min: 38.7 / Avg: 91.14 / Max: 102.2Min: 41 / Avg: 104.98 / Max: 118.9Min: 40.7 / Avg: 110.08 / Max: 129.2Min: 81.9 / Avg: 105.62 / Max: 108.9Min: 44.3 / Avg: 105.15 / Max: 112.5Min: 46.6 / Avg: 119.38 / Max: 129.1Min: 102.3 / Avg: 130.58 / Max: 137.8Min: 115.3 / Avg: 159.37 / Max: 171.9Min: 133.8 / Avg: 168.02 / Max: 180Min: 50.6 / Avg: 77.24 / Max: 81.5Min: 55.8 / Avg: 106.08 / Max: 124.3Min: 65.3 / Avg: 130.24 / Max: 152.5Min: 57.3 / Avg: 75.59 / Max: 98.1Min: 51.6 / Avg: 58.46 / Max: 60.5Min: 55.4 / Avg: 80.42 / Max: 84.3Min: 58.8 / Avg: 84.51 / Max: 90.3

MandelbulbGPU

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMandelbulbGPU 1.0pts1System Power Consumption MonitorGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellRadeon R7 260XRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 460Radeon RX 470 OCRadeon RX 480306090120150Min: 59.2 / Avg: 87.34 / Max: 99.4Min: 68.1 / Avg: 104.05 / Max: 117.1Min: 70.2 / Avg: 111.73 / Max: 125.8Min: 44.1 / Avg: 96.29 / Max: 105.4Min: 80.8 / Avg: 99.08 / Max: 106.9Min: 48.2 / Avg: 104.35 / Max: 122.8Min: 52.8 / Avg: 113.28 / Max: 132.7Min: 130.3 / Avg: 153.57 / Max: 166Min: 164 / Avg: 170.28 / Max: 175.1Min: 50 / Avg: 77.5 / Max: 83Min: 113.8 / Avg: 114.86 / Max: 116.5Min: 141.1 / Avg: 144.95 / Max: 147.4Min: 57.3 / Avg: 76.06 / Max: 83.7Min: 45.6 / Avg: 60.06 / Max: 62.8Min: 55 / Avg: 76.23 / Max: 83.5Min: 88 / Avg: 88.59 / Max: 89.4

Phoronix Test Suite v10.8.5