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 1608193-LO-LINUXGPUO76
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Identifier
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Date
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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
 
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AMD NVIDIA Linux GPU OpenCL ComputeOpenBenchmarking.orgPhoronix Test SuiteIntel 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)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)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 2048MBXFX 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 2048MBRealtek ALC1150Intel ConnectionUbuntu 16.044.4.0-34-generic (x86_64)Unity 7.4.0X Server 1.18.3NVIDIA 367.354.5.04.5.134481.0.8GCC 5.4.0 20160609ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLsVulkanCompilerFile-SystemScreen ResolutionAMD NVIDIA Linux GPU OpenCL Compute BenchmarksSystem Logs- --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 -v - Scaling Governor: intel_pstate performance- 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- 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.- Radeon R9 285, Radeon R9 290, Radeon R9 Fury, Radeon RX 460, Radeon RX 470 OC, Radeon RX 480, Radeon R7 260X: 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 260XResult OverviewPhoronix Test Suite100%303%506%709%912%MixbenchSHOC Scalable HeterOgeneous ComputingLuxMark

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 260XPer Watt Result OverviewPhoronix Test Suite100%179%259%338%418%SHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingLuxMarkLuxMarkOpenCL - T.R.BOpenCL - Max SP FlopsGPU - Luxball HDRGPU - Microphone

AMD NVIDIA Linux GPU OpenCL Computemixbench: Single Precisionmixbench: Double Precisionmixbench: Integerfinancebench: Black-Scholes OpenCLluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Max SP Flopsshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Triadjuliagpu: GPUmandelbulbgpu: GPUGeForce 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 260X2153.3870.30633.3326.7159883116112212.4513.202210.69244.03115.102.7010.8367614640.4737190054.672788.5092.97837.7017.7862693177129712.4813.202943.15270.35123.933.8610.7482726348.8044815450.034157.94137.331222.2214.08110215873184612.4813.144336.29284.31209.225.4611.36107959473.8358806852.004747.21159.021405.0210.66122216111198312.4913.175019.38331.43212.196.2411.45117722561.5063820883.305874.35197.781727.278.95152167981251512.4313.156173.34349.42203.377.7411.68132005802.9771117240.806585.34221.821924.277.85156668309249712.4313.226885.13354.01203.768.3911.69140161877.9776108478.634407.44151.941367.7811.21114595204211212.4713.214785.98369.71214.665.6311.36114733414.7762160246.306502.90226.752008.757.79158397350308312.4813.237080.77451.96294.608.3711.70143250390.9777948508.238556.64300.162688.916.03125136557293312.5313.199389.10521.92327.7811.8011.82164343285.1389708762.471764.93648.248504404412.9512.543275.62162.3416.703.778.424585.081575.631534469148.938.214776.98251.5745.455.526.016597.131358.2711.5019564879412.9412.967130.64221.9636.656.044.001718.13425.18545528766.847.142119.7676.6334.042.373.124891.211021.889.2112732703012.9612.375145.09156.2227.794.688.345516.271152.827.5514180779812.9612.685805.78162.7427.375.173.98841.28328.774649231211.529.272028.0997.9520.372.367.05OpenBenchmarking.org

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 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 260X2K4K6K8K10KSE +/- 0.18, N = 3SE +/- 1.13, N = 3SE +/- 2.04, N = 3SE +/- 1.51, N = 3SE +/- 8.48, N = 3SE +/- 8.77, N = 3SE +/- 4.04, N = 3SE +/- 85.54, N = 3SE +/- 198.39, 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 = 3SE +/- 45.05, N = 32153.382788.504157.944747.215874.356585.344407.446502.908556.641764.934585.086597.131718.134891.215516.27841.281. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: 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 260X15003000450060007500Min: 2153.02 / Avg: 2153.38 / Max: 2153.61Min: 2786.24 / Avg: 2788.5 / Max: 2789.81Min: 4155.1 / Avg: 4157.94 / Max: 4161.89Min: 4744.27 / Avg: 4747.21 / Max: 4749.25Min: 5862.05 / Avg: 5874.35 / Max: 5890.62Min: 6571.29 / Avg: 6585.34 / Max: 6601.45Min: 4400.52 / Avg: 4407.44 / Max: 4414.5Min: 6331.82 / Avg: 6502.9 / Max: 6589.49Min: 8160.19 / Avg: 8556.64 / Max: 8768.9Min: 1377.42 / Avg: 1764.93 / Max: 1960.66Min: 4583.82 / Avg: 4585.08 / Max: 4586.71Min: 6595.38 / Avg: 6597.13 / Max: 6599.02Min: 1196.21 / Avg: 1718.13 / Max: 1981.58Min: 4890.4 / Avg: 4891.21 / Max: 4891.73Min: 5515.71 / Avg: 5516.27 / Max: 5517.12Min: 786.31 / Avg: 841.28 / Max: 930.581. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108070140210280350SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.65, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 370.3092.97137.33159.02197.78221.82151.94226.75300.161. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108050100150200250Min: 70.14 / Avg: 70.3 / Max: 70.4Min: 92.55 / Avg: 92.97 / Max: 93.2Min: 137.28 / Avg: 137.33 / Max: 137.44Min: 157.72 / Avg: 159.02 / Max: 159.69Min: 197.56 / Avg: 197.78 / Max: 198.02Min: 221.58 / Avg: 221.82 / Max: 222.01Min: 151.45 / Avg: 151.94 / Max: 152.28Min: 226.46 / Avg: 226.75 / Max: 226.9Min: 300.05 / Avg: 300.16 / Max: 300.321. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerGeForce 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 260X6001200180024003000SE +/- 0.60, N = 3SE +/- 0.54, N = 3SE +/- 1.90, N = 3SE +/- 2.17, N = 3SE +/- 4.84, N = 3SE +/- 2.12, N = 3SE +/- 0.55, N = 3SE +/- 27.29, N = 3SE +/- 2.27, 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 = 3SE +/- 37.53, N = 3633.33837.701222.221405.021727.271924.271367.782008.752688.91648.241575.631358.27425.181021.881152.82328.771. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerGeForce 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 260X5001000150020002500Min: 632.13 / Avg: 633.33 / Max: 633.94Min: 836.63 / Avg: 837.7 / Max: 838.4Min: 1218.46 / Avg: 1222.22 / Max: 1224.55Min: 1400.99 / Avg: 1405.02 / Max: 1408.43Min: 1717.6 / Avg: 1727.27 / Max: 1732.59Min: 1921.39 / Avg: 1924.27 / Max: 1928.41Min: 1367.05 / Avg: 1367.78 / Max: 1368.85Min: 1954.19 / Avg: 2008.75 / Max: 2037.33Min: 2684.44 / Avg: 2688.91 / Max: 2691.82Min: 648.06 / Avg: 648.24 / Max: 648.34Min: 1575.59 / Avg: 1575.63 / Max: 1575.66Min: 1269.79 / Avg: 1358.27 / Max: 1402.55Min: 422.5 / Avg: 425.18 / Max: 426.55Min: 1021.82 / Avg: 1021.88 / Max: 1021.95Min: 1152.76 / Avg: 1152.82 / Max: 1152.87Min: 270.07 / Avg: 328.77 / Max: 398.641. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon R9 FuryRadeon RX 470 OCRadeon RX 480612182430SE +/- 1.69, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 2.57, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 326.7117.7814.0810.668.957.8511.217.796.0311.509.217.551. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: 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 FuryRadeon RX 470 OCRadeon RX 480612182430Min: 23.34 / Avg: 26.71 / Max: 28.41Min: 17.76 / Avg: 17.78 / Max: 17.82Min: 14.07 / Avg: 14.08 / Max: 14.08Min: 10.65 / Avg: 10.66 / Max: 10.66Min: 8.75 / Avg: 8.95 / Max: 9.3Min: 7.83 / Avg: 7.85 / Max: 7.89Min: 11.21 / Avg: 11.21 / Max: 11.22Min: 7.73 / Avg: 7.79 / Max: 7.89Min: 6.01 / Avg: 6.03 / Max: 6.05Min: 6.36 / Avg: 11.5 / Max: 14.13Min: 8.82 / Avg: 9.21 / Max: 9.59Min: 7.2 / Avg: 7.55 / Max: 7.971. (CXX) g++ options: -O3 -lOpenCL

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender / SLG2. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce 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 260X4K8K12K16K20KSE +/- 14.86, N = 3SE +/- 4.33, N = 3SE +/- 26.69, N = 3SE +/- 71.17, N = 3SE +/- 143.18, N = 3SE +/- 44.68, N = 3SE +/- 4.26, N = 3SE +/- 73.73, N = 3SE +/- 12.12, 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 = 3SE +/- 11.78, N = 3598862691102112221152161566611459158391251385041534419564545512732141804649
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce 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 260X3K6K9K12K15KMin: 5972 / Avg: 5988.33 / Max: 6018Min: 6265 / Avg: 6269.33 / Max: 6278Min: 10992 / Avg: 11020.67 / Max: 11074Min: 12148 / Avg: 12220.67 / Max: 12363Min: 14931 / Avg: 15215.67 / Max: 15385Min: 15619 / Avg: 15665.67 / Max: 15755Min: 11453 / Avg: 11458.67 / Max: 11467Min: 15716 / Avg: 15839.33 / Max: 15971Min: 12497 / Avg: 12513.33 / Max: 12537Min: 8440 / Avg: 8504 / Max: 8552Min: 15320 / Avg: 15344 / Max: 15376Min: 19409 / Avg: 19564.33 / Max: 19671Min: 5426 / Avg: 5455 / Max: 5470Min: 12606 / Avg: 12732 / Max: 12797Min: 14037 / Avg: 14179.67 / Max: 14253Min: 4627 / Avg: 4649.33 / Max: 4667

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce 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 260X2040608010047.5847.7163.5465.3366.8964.1283.5594.9176.3448.6464.9287.8256.3468.1080.3246.20

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce 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 260X50100150200250Min: 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: 133.4 / Avg: 137.14 / Max: 138.9Min: 40.4 / Avg: 166.89 / Max: 173.7Min: 40 / Avg: 163.91 / Max: 170.1Min: 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: 184.2Min: 48.9 / Avg: 100.63 / Max: 103.2

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce 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 260X2K4K6K8K10KSE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 5.57, N = 3SE +/- 0.88, N = 3SE +/- 1.73, N = 3SE +/- 9.00, N = 3SE +/- 2.40, N = 3SE +/- 8.69, N = 3SE +/- 1.76, 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 = 3SE +/- 0.58, N = 33116317758736111798183095204735065574044691487942876703077982312
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce 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 260X15003000450060007500Min: 3116 / Avg: 3116.33 / Max: 3117Min: 3177 / Avg: 3177.33 / Max: 3178Min: 5862 / Avg: 5873 / Max: 5880Min: 6110 / Avg: 6111.33 / Max: 6113Min: 7978 / Avg: 7981 / Max: 7984Min: 8300 / Avg: 8309 / Max: 8327Min: 5201 / Avg: 5204.33 / Max: 5209Min: 7340 / Avg: 7349.67 / Max: 7367Min: 6554 / Avg: 6556.67 / Max: 6560Min: 4006 / Avg: 4043.67 / Max: 4063Min: 6901 / Avg: 6913.67 / Max: 6932Min: 8746 / Avg: 8793.67 / Max: 8872Min: 2876 / Avg: 2876.33 / Max: 2877Min: 7029 / Avg: 7029.67 / Max: 7030Min: 7796 / Avg: 7797.67 / Max: 7800Min: 2311 / Avg: 2312 / Max: 2313

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce 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 260X112233445525.3025.8936.9735.5236.5735.0643.0748.0442.1924.6931.9342.6530.1539.4745.7423.92

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce 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 260X4080120160200Min: 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: 40 / Avg: 120.84 / Max: 124.1Min: 43.2 / Avg: 153.01 / Max: 155.8Min: 42.3 / Avg: 155.42 / Max: 159.2Min: 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: 176.8Min: 50.8 / Avg: 96.65 / Max: 99.3

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 10807001400210028003500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 4.00, N = 3SE +/- 37.43, N = 3SE +/- 3.61, N = 3SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 2.00, N = 3112212971846198325152497211230832933
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 10805001000150020002500Min: 1121 / Avg: 1121.67 / Max: 1122Min: 1296 / Avg: 1296.67 / Max: 1297Min: 1843 / Avg: 1845.67 / Max: 1847Min: 1979 / Avg: 1983 / Max: 1991Min: 2441 / Avg: 2514.67 / Max: 2563Min: 2492 / Avg: 2497 / Max: 2504Min: 2110 / Avg: 2112.33 / Max: 2114Min: 3082 / Avg: 3083 / Max: 3084Min: 2931 / Avg: 2933 / Max: 2937

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080481216208.389.0110.4410.3410.7810.5214.6916.8115.41

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce 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 260X50100150200250Min: 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: 72.9 / Avg: 143.73 / Max: 147.8Min: 42.9 / Avg: 183.4 / Max: 188.3Min: 42.3 / Avg: 190.35 / Max: 194.9Min: 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: 77Min: 66.1 / Avg: 71.26 / Max: 79.3

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGeForce 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 260X3691215SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.00, 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 = 3SE +/- 0.08, N = 312.4512.4812.4812.4912.4312.4312.4712.4812.5312.958.9312.946.8412.9612.9611.521. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGeForce 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 260X48121620Min: 12.38 / Avg: 12.45 / Max: 12.53Min: 12.39 / Avg: 12.48 / Max: 12.53Min: 12.39 / Avg: 12.48 / Max: 12.53Min: 12.39 / Avg: 12.49 / Max: 12.54Min: 12.37 / Avg: 12.43 / Max: 12.53Min: 12.38 / Avg: 12.43 / Max: 12.53Min: 12.38 / Avg: 12.47 / Max: 12.52Min: 12.38 / Avg: 12.48 / Max: 12.53Min: 12.53 / Avg: 12.53 / Max: 12.54Min: 12.95 / Avg: 12.95 / Max: 12.96Min: 7.11 / Avg: 8.93 / Max: 10.17Min: 12.94 / Avg: 12.94 / Max: 12.95Min: 6.84 / Avg: 6.84 / Max: 6.84Min: 12.96 / Avg: 12.96 / Max: 12.97Min: 12.96 / Avg: 12.96 / Max: 12.96Min: 11.35 / Avg: 11.52 / Max: 11.621. (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 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 260X3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, 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 = 3SE +/- 1.53, N = 313.2013.2013.1413.1713.1513.2213.2113.2313.1912.548.2112.967.1412.3712.689.271. (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 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 260X48121620Min: 13.18 / Avg: 13.2 / Max: 13.21Min: 13.18 / Avg: 13.2 / Max: 13.21Min: 13.09 / Avg: 13.14 / Max: 13.22Min: 13.09 / Avg: 13.17 / Max: 13.22Min: 13.08 / Avg: 13.15 / Max: 13.22Min: 13.22 / Avg: 13.22 / Max: 13.22Min: 13.2 / Avg: 13.21 / Max: 13.22Min: 13.17 / Avg: 13.23 / Max: 13.27Min: 13.12 / Avg: 13.19 / Max: 13.22Min: 12.19 / Avg: 12.54 / Max: 13.13Min: 5.49 / Avg: 8.21 / Max: 9.61Min: 12.13 / Avg: 12.96 / Max: 13.69Min: 7.14 / Avg: 7.14 / Max: 7.14Min: 12.12 / Avg: 12.37 / Max: 12.84Min: 12.38 / Avg: 12.68 / Max: 13.12Min: 6.2 / Avg: 9.27 / Max: 10.931. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce 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 260X2K4K6K8K10KSE +/- 0.17, N = 3SE +/- 0.74, N = 3SE +/- 0.64, N = 3SE +/- 2.08, N = 3SE +/- 16.67, N = 3SE +/- 4.90, N = 3SE +/- 13.64, N = 3SE +/- 17.78, N = 3SE +/- 18.40, 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 = 3SE +/- 0.38, N = 32210.692943.154336.295019.386173.346885.134785.987080.779389.103275.624776.987130.642119.765145.095805.782028.091. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce 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 260X16003200480064008000Min: 2210.41 / Avg: 2210.69 / Max: 2211Min: 2942.02 / Avg: 2943.15 / Max: 2944.53Min: 4335.22 / Avg: 4336.29 / Max: 4337.42Min: 5016.39 / Avg: 5019.38 / Max: 5023.39Min: 6155.7 / Avg: 6173.34 / Max: 6206.66Min: 6877.74 / Avg: 6885.13 / Max: 6894.39Min: 4759.96 / Avg: 4785.98 / Max: 4806.07Min: 7062.51 / Avg: 7080.77 / Max: 7116.32Min: 9359.01 / Avg: 9389.1 / Max: 9422.5Min: 3275.09 / Avg: 3275.62 / Max: 3276.13Min: 4776.05 / Avg: 4776.98 / Max: 4777.71Min: 7130.12 / Avg: 7130.64 / Max: 7131.19Min: 2101.82 / Avg: 2119.76 / Max: 2135.58Min: 5144.68 / Avg: 5145.09 / Max: 5145.68Min: 5805.31 / Avg: 5805.78 / Max: 5806.25Min: 2027.36 / Avg: 2028.09 / Max: 2028.651. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce 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 260X153045607520.8026.7032.9934.3934.5336.0547.0356.4467.3423.9831.5637.8926.9435.0241.5723.50

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce 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 260X50100150200250Min: 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: 39.8 / Avg: 101.76 / Max: 162.5Min: 42.1 / Avg: 125.46 / Max: 191Min: 41.6 / Avg: 139.42 / Max: 239.6Min: 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: 184.1Min: 50.1 / Avg: 86.31 / Max: 110.7

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce 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 260X110220330440550SE +/- 0.50, N = 3SE +/- 0.25, N = 3SE +/- 0.51, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 3SE +/- 2.25, N = 3SE +/- 1.18, N = 3SE +/- 0.97, N = 3SE +/- 0.40, 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 = 3SE +/- 0.15, N = 3244.03270.35284.31331.43349.42354.01369.71451.96521.92162.34251.57221.9676.63156.22162.7497.951. (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 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 260X90180270360450Min: 243.03 / Avg: 244.03 / Max: 244.54Min: 269.97 / Avg: 270.35 / Max: 270.81Min: 283.8 / Avg: 284.31 / Max: 285.32Min: 331.15 / Avg: 331.43 / Max: 331.88Min: 348.97 / Avg: 349.42 / Max: 349.91Min: 349.54 / Avg: 354.01 / Max: 356.54Min: 367.35 / Avg: 369.71 / Max: 371.1Min: 450.16 / Avg: 451.96 / Max: 453.51Min: 521.16 / Avg: 521.92 / Max: 522.51Min: 160.39 / Avg: 162.34 / Max: 163.89Min: 247.91 / Avg: 251.57 / Max: 254.5Min: 219.76 / Avg: 221.96 / Max: 223.14Min: 76.05 / Avg: 76.63 / Max: 77.76Min: 155.61 / Avg: 156.22 / Max: 156.9Min: 162.28 / Avg: 162.74 / Max: 163.03Min: 97.65 / Avg: 97.95 / Max: 98.121. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce 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 260X0.95851.9172.87553.8344.79252.432.422.272.282.011.953.743.764.261.401.821.991.021.481.641.24

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce 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 260X4080120160200Min: 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: 39.6 / Avg: 98.87 / Max: 114.5Min: 41.9 / Avg: 120.3 / Max: 141Min: 41.9 / Avg: 122.51 / Max: 141.9Min: 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: 121.2Min: 50 / Avg: 78.73 / Max: 88.9

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce 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 260X70140210280350SE +/- 0.17, N = 3SE +/- 0.52, N = 3SE +/- 0.49, N = 3SE +/- 0.45, N = 3SE +/- 0.52, N = 3SE +/- 1.14, N = 3SE +/- 0.46, N = 3SE +/- 0.63, N = 3SE +/- 0.85, 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 = 3SE +/- 10.55, N = 3115.10123.93209.22212.19203.37203.76214.66294.60327.7816.7045.4536.6534.0427.7927.3720.371. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce 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 260X60120180240300Min: 114.77 / Avg: 115.1 / Max: 115.34Min: 123.37 / Avg: 123.93 / Max: 124.96Min: 208.27 / Avg: 209.22 / Max: 209.93Min: 211.62 / Avg: 212.19 / Max: 213.09Min: 202.55 / Avg: 203.37 / Max: 204.35Min: 202.11 / Avg: 203.76 / Max: 205.94Min: 214.08 / Avg: 214.66 / Max: 215.58Min: 293.97 / Avg: 294.6 / Max: 295.86Min: 326.23 / Avg: 327.78 / Max: 329.14Min: 16.12 / Avg: 16.7 / Max: 17.19Min: 31.18 / Avg: 45.45 / Max: 71.54Min: 36.28 / Avg: 36.65 / Max: 37.22Min: 21.3 / Avg: 34.04 / Max: 42.51Min: 27.53 / Avg: 27.79 / Max: 28.19Min: 25.92 / Avg: 27.37 / Max: 28.21Min: 9.03 / Avg: 20.37 / Max: 41.451. (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 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 260X3691215SE +/- 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 +/- 0.01, 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 = 3SE +/- 0.00, N = 32.703.865.466.247.748.395.638.3711.803.775.526.042.374.685.172.361. (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 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 260X3691215Min: 2.7 / Avg: 2.7 / Max: 2.7Min: 3.86 / Avg: 3.86 / Max: 3.86Min: 5.46 / Avg: 5.46 / Max: 5.46Min: 5.73 / Avg: 6.24 / Max: 6.49Min: 7.73 / Avg: 7.74 / Max: 7.74Min: 8.38 / Avg: 8.39 / Max: 8.4Min: 5.63 / Avg: 5.63 / Max: 5.63Min: 8.37 / Avg: 8.37 / Max: 8.39Min: 11.8 / Avg: 11.8 / Max: 11.81Min: 3.73 / Avg: 3.77 / Max: 3.8Min: 5.49 / Avg: 5.52 / Max: 5.55Min: 5.6 / Avg: 6.04 / Max: 6.7Min: 2.34 / Avg: 2.37 / Max: 2.39Min: 4.64 / Avg: 4.68 / Max: 4.73Min: 4.99 / Avg: 5.17 / Max: 5.29Min: 2.35 / Avg: 2.36 / Max: 2.371. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGeForce 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 260X3691215SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, 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 = 3SE +/- 0.33, N = 310.8310.7411.3611.4511.6811.6911.3611.7011.828.426.014.003.128.343.987.051. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGeForce 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 260X3691215Min: 10.75 / Avg: 10.83 / Max: 10.96Min: 10.62 / Avg: 10.74 / Max: 10.8Min: 11.26 / Avg: 11.36 / Max: 11.43Min: 11.37 / Avg: 11.45 / Max: 11.55Min: 11.61 / Avg: 11.68 / Max: 11.82Min: 11.62 / Avg: 11.69 / Max: 11.8Min: 11.29 / Avg: 11.36 / Max: 11.43Min: 11.69 / Avg: 11.7 / Max: 11.71Min: 11.81 / Avg: 11.82 / Max: 11.82Min: 8.06 / Avg: 8.42 / Max: 8.67Min: 5.75 / Avg: 6.01 / Max: 6.16Min: 3.98 / Avg: 4 / Max: 4.02Min: 3.01 / Avg: 3.12 / Max: 3.35Min: 6.65 / Avg: 8.34 / Max: 9.34Min: 3.93 / Avg: 3.98 / Max: 4.03Min: 6.62 / Avg: 7.05 / Max: 7.691. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108040M80M120M160M200MSE +/- 109829.25, N = 3SE +/- 462038.74, N = 3SE +/- 474968.42, N = 3SE +/- 182338.25, N = 3SE +/- 172847.35, N = 3SE +/- 140800.69, N = 3SE +/- 291564.71, N = 3SE +/- 70686.86, N = 3SE +/- 413616.13, N = 367614640.4782726348.80107959473.83117722561.50132005802.97140161877.97114733414.77143250390.97164343285.131. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108030M60M90M120M150MMin: 67502540.3 / Avg: 67614640.47 / Max: 67834283.2Min: 81802749.1 / Avg: 82726348.8 / Max: 83213879.9Min: 107036034.4 / Avg: 107959473.83 / Max: 108614143.6Min: 117496810 / Avg: 117722561.5 / Max: 118083467.3Min: 131673079.7 / Avg: 132005802.97 / Max: 132253405.2Min: 139991820.8 / Avg: 140161877.97 / Max: 140441290Min: 114268040.3 / Avg: 114733414.77 / Max: 115270404.3Min: 143115271.2 / Avg: 143250390.97 / Max: 143353963.1Min: 163541847.6 / Avg: 164343285.13 / Max: 164921509.71. (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 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080300K600K900K1200K1500K640150.26786780.08904351.51901570.45828315.02834214.131258904.561364506.031492898.88

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGeForce 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 260X306090120150Min: 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: 38.7 / Avg: 91.14 / Max: 102.2Min: 41 / Avg: 104.98 / Max: 118.9Min: 40.7 / Avg: 110.08 / Max: 129.2Min: 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: 90.3Min: 50.6 / Avg: 77.24 / Max: 81.5

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 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108020M40M60M80M100MSE +/- 13927.02, N = 3SE +/- 60575.76, N = 3SE +/- 104185.29, N = 3SE +/- 2971.36, N = 3SE +/- 608054.60, N = 3SE +/- 202155.32, N = 3SE +/- 289951.05, N = 3SE +/- 473735.75, N = 3SE +/- 419322.49, N = 337190054.6744815450.0358806852.0063820883.3071117240.8076108478.6362160246.3077948508.2389708762.471. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 108016M32M48M64M80MMin: 37174126.6 / Avg: 37190054.67 / Max: 37217807.8Min: 44694525.2 / Avg: 44815450.03 / Max: 44882327.7Min: 58610445.3 / Avg: 58806852 / Max: 58965321.7Min: 63817378.3 / Avg: 63820883.3 / Max: 63826791.9Min: 70042422.2 / Avg: 71117240.8 / Max: 72147361.9Min: 75727618.2 / Avg: 76108478.63 / Max: 76416421.9Min: 61581746.4 / Avg: 62160246.3 / Max: 62484399.4Min: 77035455.4 / Avg: 77948508.23 / Max: 78624186.6Min: 89054231.7 / Avg: 89708762.47 / Max: 90490105.11. (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 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X MaxwellGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080200K400K600K800K1000K386239.70452300.59563553.92563390.57463103.37446973.89711704.22749144.72802942.60

OpenBenchmarking.orgWatts, Fewer Is BetterMandelbulbGPU 1.0pts1System Power Consumption MonitorGeForce 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 260X306090120150Min: 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: 59.2 / Avg: 87.34 / Max: 99.4Min: 68.1 / Avg: 104.05 / Max: 117.1Min: 70.2 / Avg: 111.73 / Max: 125.8Min: 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: 89.4Min: 50 / Avg: 77.5 / Max: 83

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce 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 260X50100150200250Min: 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: 38.4 / Avg: 106.15 / Max: 162.5Min: 40.4 / Avg: 133.78 / Max: 202.8Min: 40 / Avg: 145.64 / Max: 243.4Min: 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: 184.2Min: 48.3 / Avg: 84.62 / Max: 110.7