Radeon ROCm vs. NVIDIA OpenCL August 2017

Radeon ROCm and NVIDIA OpenCL Linux testing by Michael Larabel for a future article on Phoronix.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1708107-TY-OPENCLVEG85
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
Radeon R9 285
August 08 2017
 
Radeon R9 290
August 08 2017
 
Radeon RX 480
August 08 2017
 
Radeon RX 560
August 08 2017
 
Radeon RX 580
August 08 2017
 
Radeon R9 Fury
August 08 2017
 
GeForce GTX 780 Ti
August 02 2017
 
GeForce GTX 960
August 06 2017
 
GeForce GTX 970
August 02 2017
 
GeForce GTX 980
August 01 2017
 
GeForce GTX 980 Ti
August 01 2017
 
GeForce GTX 1050
August 01 2017
 
GeForce GTX 1060
August 01 2017
 
GeForce GTX 1070
August 01 2017
 
GeForce GTX 1080
August 01 2017
 
GeForce GTX 1080 Ti
August 02 2017
 
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Radeon ROCm vs. NVIDIA OpenCL August 2017ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionOpenCLRadeon R9 285Radeon R9 290Radeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiIntel Core i7-7740K @ 4.50GHz (8 Cores)ASUS PRIME X299-AIntel Device 591f16384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBXFX AMD TONGA 2048MBRealtek GenericAcer B286HKIntel ConnectionUbuntu 16.044.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)Unity 7.4.0modesetting 1.19.34.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0)1.0.42GCC 5.4.0 20160609ext43840x2160XFX AMD HAWAII 4096MBOpenCL 2.0 AMD-APP (2450.0)AMD POLARIS10 8192MBamdgpu 1.3.0AMD POLARIS11 4096MBMSI AMD POLARIS10 8192MBmodesetting 1.19.3Sapphire AMD FIJI 4096MBNVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)Realtek ALC12204.13.0-999-generic (x86_64) 20170730NVIDIA 384.594.5.0OpenCL 1.2 CUDA 9.0.130eVGA 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)Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880- 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 1050: GPU Compute Cores: 640- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1080 Ti: GPU Compute Cores: 3584System Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- 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 1050: GPU Compute Cores: 640.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1080 Ti: GPU Compute Cores: 3584.

Radeon ROCm vs. NVIDIA OpenCL August 2017clpeak: Kernel Latencyclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Integer Compute INTclpeak: Double-Precision Doubleclpeak: Single-Precision Floatclpeak: Global Memory Bandwidthcl-mem: Copycl-mem: Writecl-mem: Readviennacl: OpenCL LU Factorizationmixbench: Integermixbench: Double Precisionmixbench: Single Precisionfahbench: shoc: OpenCL - Triadshoc: OpenCL - MD5 Hashshoc: OpenCL - FFT SPshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - Max SP Flopsdarktable: Server Room - OpenCLdarktable: Masskrug - OpenCLdarktable: Boat - OpenCLluxmark: GPU - Hotelluxmark: GPU - Luxball HDRRadeon R9 285Radeon R9 290Radeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti6.6730.331595.41599.064755.89272.17192.40217.70123.0020.976.11253.644790.310.150.173.851013104005.8630.641162.88364.045737.62209.39185.37179.70157.8712.051140.24362.295450.069.617.33462.35193.435812.640.130.144.16107098855.8230.38524.70164.502588.6689.2581.0380.9093.5012.08508.69164.002465.624.953.34209.76115.812634.530.270.276.9150944685.6330.381251.63391.776175.41208.96183.47180.70159.7311.981227.32389.975863.739.687.96498.10207.976260.480.170.184.081218104005.9430.741429.32447.267068.81431.26206.13391.50123.3021.761386.50440.856508.3410.179.09550.79245.687144.880.130.133.421367132125.5612.36961.13246.213847.88252.98237.10252.00271.6754.59968.93245.114263.7172.7712.354.66429.87287.394944.720.250.2715.24119995163.8812.46781.1692.442429.1081.1270.6070.8081.4047.64835.0192.742765.1358.3511.244.46209.15277.112960.490.250.2419.30113061484.0512.491128.64137.563728.55143.41125.27129.70143.5553.031220.80136.184125.2485.4511.916.54382.02288.874361.650.220.2116.261649107044.0712.481296.11159.684288.05164.10142.60152.30164.4754.961402.27159.864700.9197.3812.037.54447.62332.115051.890.210.2115.231756119594.3312.211583.85195.675292.12263.32216.37238.40266.1756.911717.51194.725563.69108.1512.299.27693.44351.456208.650.220.224.192142148113.826.44568.6466.881937.0092.4387.5085.739541.80614.5266.762040.4649.786.123.24204.36274.912125.780.230.2218.18102265694.1012.371223.58150.414157.55146.23137.70138.70151.6054.031366.84152.164389.1597.2411.967.36322.16382.214829.990.190.184.661742115723.5512.611631.03225.456359.20196.36186.63191.43205.4358.952027.96223.876402.60132.7912.2010.61470.12454.477125.880.190.183.782286161864.0612.592349.86295.228249.62218.15206.53213.13227.2061.262662.46295.348493.48145.3812.3114.29597.69520.139446.740.180.173.672725127763.5512.613200.30415.0611780.26329.43316.80335.47338.0763.6727.886.3989.23186.7412.5119.74974.37596.8213274.170.180.173.13353219662OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 980 TiRadeon R9 FuryRadeon R9 290GeForce GTX 980GeForce GTX 1080GeForce GTX 970Radeon RX 580Radeon RX 480GeForce GTX 1070GeForce GTX 960GeForce GTX 1060GeForce GTX 1050Radeon RX 56060120180240300Min: 57.6 / Avg: 202.67 / Max: 336.8Min: 51.8 / Avg: 191.22 / Max: 330.8Min: 60.5 / Avg: 188.98 / Max: 336.2Min: 60.8 / Avg: 177.77 / Max: 346Min: 108.1 / Avg: 170.72 / Max: 311.4Min: 54.8 / Avg: 152.53 / Max: 254.7Min: 48.9 / Avg: 149.85 / Max: 266.2Min: 55.7 / Avg: 145.83 / Max: 234.2Min: 61.1 / Avg: 144.94 / Max: 235Min: 66.5 / Avg: 142.76 / Max: 205.4Min: 47.8 / Avg: 138.1 / Max: 211.9Min: 52.1 / Avg: 123.58 / Max: 210.4Min: 48.3 / Avg: 116.84 / Max: 190.4Min: 44.2 / Avg: 92.91 / Max: 132Min: 50.2 / Avg: 92.38 / Max: 145.4

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 980GeForce GTX 1080GeForce GTX 970GeForce GTX 960GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 1070246810SE +/- 0.39, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.675.945.865.825.635.564.334.104.074.064.053.883.823.553.55

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 780 TiRadeon R9 290GeForce GTX 980 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 980GeForce GTX 1070Radeon R9 FuryGeForce GTX 970Radeon RX 480Radeon RX 580GeForce GTX 1060Radeon RX 560GeForce GTX 1050GeForce GTX 960306090120150Min: 170.7 / Avg: 175.55 / Max: 180.4Min: 146.4 / Avg: 167.81 / Max: 175Min: 134.8 / Avg: 156.02 / Max: 164.4Min: 149.6 / Avg: 155.28 / Max: 157.1Min: 99 / Avg: 118.32 / Max: 126.1Min: 90.6 / Avg: 117.27 / Max: 130.7Min: 103.2 / Avg: 114.13 / Max: 119.3Min: 63.2 / Avg: 106.3 / Max: 120.3Min: 97.8 / Avg: 103.53 / Max: 108Min: 76 / Avg: 99.48 / Max: 105.5Min: 61.8 / Avg: 95.67 / Max: 107Min: 75.5 / Avg: 92.25 / Max: 105.6Min: 51.2 / Avg: 76.94 / Max: 84.1Min: 65.2 / Avg: 76.8 / Max: 89.4

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 980GeForce GTX 1070GeForce GTX 1080GeForce GTX 970GeForce GTX 1060Radeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 580Radeon RX 5600.08780.17560.26340.35120.4390.080.080.080.110.110.110.120.130.180.290.310.320.39

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 1050GeForce GTX 980 TiGeForce GTX 780 TiGeForce GTX 1060GeForce GTX 960GeForce GTX 980GeForce GTX 970GeForce GTX 1080GeForce GTX 1070GeForce GTX 1080 TiRadeon R9 290Radeon RX 560Radeon RX 580Radeon RX 480Radeon R9 Fury714212835SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36.4412.2112.3612.3712.4612.4812.4912.5912.6112.6130.3330.3830.3830.6430.74

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 1080 TiGeForce GTX 980Radeon R9 290Radeon R9 FuryGeForce GTX 1080GeForce GTX 980 TiRadeon RX 480Radeon RX 580GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1070Radeon RX 560GeForce GTX 1050GeForce GTX 106060120180240300Min: 254.1 / Avg: 254.4 / Max: 254.7Min: 158.9 / Avg: 196.69 / Max: 311.4Min: 91.2 / Avg: 171.7 / Max: 293.2Min: 51.8 / Avg: 159 / Max: 266.2Min: 63.5 / Avg: 152.7 / Max: 241.9Min: 74.5 / Avg: 139.09 / Max: 198.1Min: 62.1 / Avg: 135.37 / Max: 215.7Min: 82.9 / Avg: 130.65 / Max: 178.4Min: 53.3 / Avg: 128.25 / Max: 203.2Min: 59.7 / Avg: 109 / Max: 158.3Min: 50.7 / Avg: 88 / Max: 125.3Min: 57.7 / Avg: 83.39 / Max: 110.6Min: 44.6 / Avg: 55.5 / Max: 66.4

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRadeon RX 560GeForce GTX 1050GeForce GTX 960GeForce GTX 780 TiGeForce GTX 970Radeon RX 480GeForce GTX 1060Radeon RX 580GeForce GTX 980Radeon R9 FuryGeForce GTX 980 TiRadeon R9 290GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti7001400210028003500SE +/- 0.03, N = 3SE +/- 15.64, N = 3SE +/- 6.09, N = 3SE +/- 17.95, N = 3SE +/- 22.00, N = 3SE +/- 0.03, N = 3SE +/- 52.05, N = 3SE +/- 0.01, N = 3SE +/- 0.62, N = 3SE +/- 0.05, N = 3SE +/- 16.78, N = 3SE +/- 0.05, N = 3SE +/- 19.23, N = 3SE +/- 29.30, N = 3SE +/- 117.22, N = 3524.70568.64781.16961.131128.641162.881223.581251.631296.111429.321583.851595.411631.032349.863200.30

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 1080 TiRadeon R9 290Radeon R9 FuryGeForce GTX 980GeForce GTX 1080Radeon RX 480Radeon RX 580GeForce GTX 1070GeForce GTX 970GeForce GTX 960GeForce GTX 1060Radeon RX 560GeForce GTX 10504080120160200Min: 220.2 / Avg: 220.42 / Max: 221Min: 139.5 / Avg: 189.78 / Max: 196.9Min: 57.5 / Avg: 179.46 / Max: 201.8Min: 110.3 / Avg: 178.68 / Max: 199.3Min: 63.9 / Avg: 177.34 / Max: 225.5Min: 57 / Avg: 152.7 / Max: 162.3Min: 52.7 / Avg: 144.57 / Max: 160.3Min: 73.8 / Avg: 140.82 / Max: 162.3Min: 95.5 / Avg: 138.34 / Max: 170Min: 133.6 / Avg: 138.18 / Max: 139.4Min: 61.8 / Avg: 134.1 / Max: 144.6Min: 85.3 / Avg: 121.06 / Max: 124.6Min: 49.1 / Avg: 105.58 / Max: 118Min: 51 / Avg: 87.81 / Max: 93.9Min: 44.7 / Avg: 85.97 / Max: 90.4

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 960GeForce GTX 1050GeForce GTX 970GeForce GTX 980 TiGeForce GTX 980GeForce GTX 780 TiGeForce GTX 1060GeForce GTX 1070Radeon RX 560GeForce GTX 1080GeForce GTX 1080 TiRadeon R9 FuryRadeon RX 480Radeon RX 580Radeon R9 2900.75381.50762.26143.01523.7690.760.781.031.031.051.121.421.631.872.042.312.522.592.833.35

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 1050GeForce GTX 960GeForce GTX 970GeForce GTX 1060GeForce GTX 980Radeon RX 560GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 780 TiGeForce GTX 1080Radeon RX 480Radeon RX 580GeForce GTX 1080 TiRadeon R9 FuryRadeon R9 290130260390520650SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 1.12, N = 3SE +/- 0.29, N = 3SE +/- 0.76, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 1.65, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 366.8892.44137.56150.41159.68164.50195.67225.45246.21295.22364.04391.77415.06447.26599.06

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGeForce GTX 1050GeForce GTX 960Radeon RX 560GeForce GTX 970GeForce GTX 780 TiGeForce GTX 1060GeForce GTX 980Radeon R9 290GeForce GTX 980 TiRadeon RX 480Radeon RX 580GeForce GTX 1070Radeon R9 FuryGeForce GTX 1080GeForce GTX 1080 Ti3K6K9K12K15KSE +/- 0.29, N = 3SE +/- 70.89, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 3SE +/- 0.62, N = 3SE +/- 74.08, N = 3SE +/- 0.64, N = 3SE +/- 0.30, N = 3SE +/- 13.41, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.57, N = 3SE +/- 0.51, N = 3SE +/- 157.37, N = 3SE +/- 0.82, N = 31937.002429.102588.663728.553847.884157.554288.054755.895292.125737.626175.416359.207068.818249.6211780.26

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGeForce GTX 960Radeon RX 560GeForce GTX 1050GeForce GTX 970GeForce GTX 1060GeForce GTX 980GeForce GTX 1070Radeon RX 580Radeon RX 480GeForce GTX 1080GeForce GTX 780 TiGeForce GTX 980 TiRadeon R9 290GeForce GTX 1080 TiRadeon R9 Fury90180270360450SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.45, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 3.85, N = 3SE +/- 10.22, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.82, N = 3SE +/- 0.90, N = 381.1289.2592.43143.41146.23164.10196.36208.96209.39218.15252.98263.32272.17329.43431.26

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 1080 TiGeForce GTX 980 TiGeForce GTX 780 TiRadeon R9 290Radeon RX 580Radeon R9 FuryGeForce GTX 980GeForce GTX 1080GeForce GTX 970Radeon RX 480GeForce GTX 1070GeForce GTX 1060GeForce GTX 960GeForce GTX 1050Radeon RX 56050100150200250Min: 215.6 / Avg: 216.75 / Max: 217.9Min: 136.5 / Avg: 208.38 / Max: 235Min: 59.1 / Avg: 193.83 / Max: 264Min: 110.7 / Avg: 173.45 / Max: 211.5Min: 126.3 / Avg: 165.33 / Max: 179.6Min: 63.6 / Avg: 161.35 / Max: 231Min: 110.7 / Avg: 156.45 / Max: 166Min: 99.9 / Avg: 143.28 / Max: 167.2Min: 57.9 / Avg: 143.07 / Max: 165.3Min: 73.8 / Avg: 137.13 / Max: 171.7Min: 51.8 / Avg: 133.92 / Max: 156.5Min: 123.2 / Avg: 128.26 / Max: 130.1Min: 75.3 / Avg: 117.34 / Max: 125.9Min: 97.2 / Avg: 97.62 / Max: 98.3Min: 51.1 / Avg: 91.53 / Max: 100.1

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 960GeForce GTX 970Radeon RX 560GeForce GTX 1050GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060Radeon R9 290Radeon RX 580GeForce GTX 780 TiRadeon R9 FuryRadeon RX 480GeForce GTX 1070GeForce GTX 10800.3240.6480.9721.2961.620.600.880.890.900.911.041.071.111.111.221.281.351.391.44

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 960Radeon RX 560GeForce GTX 1050GeForce GTX 970GeForce GTX 1060GeForce GTX 980Radeon RX 580Radeon RX 480GeForce GTX 1070Radeon R9 290Radeon R9 FuryGeForce GTX 1080GeForce GTX 980 TiGeForce GTX 780 TiGeForce GTX 1080 Ti70140210280350SE +/- 0.00, N = 2SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.00, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.64, N = 3SE +/- 0.48, N = 3SE +/- 0.84, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 370.6081.0387.50125.27137.70142.60183.47185.37186.63192.40206.13206.53216.37237.10316.801. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 780 TiGeForce GTX 980 TiRadeon R9 290Radeon RX 480GeForce GTX 1080 TiRadeon R9 FuryGeForce GTX 970GeForce GTX 1080GeForce GTX 980Radeon RX 580GeForce GTX 1070GeForce GTX 1060GeForce GTX 960Radeon RX 560GeForce GTX 105050100150200250Min: 205.2 / Avg: 232.33 / Max: 267.5Min: 164 / Avg: 209.78 / Max: 231Min: 110.3 / Avg: 194.92 / Max: 227.7Min: 158.5 / Avg: 168.35 / Max: 173.8Min: 131.4 / Avg: 163.5 / Max: 225.5Min: 63.2 / Avg: 162.7 / Max: 196.7Min: 145.8 / Avg: 161.02 / Max: 165.8Min: 120.4 / Avg: 154.88 / Max: 168.9Min: 55.9 / Avg: 137.83 / Max: 165.7Min: 61.6 / Avg: 134.4 / Max: 178.4Min: 50.8 / Avg: 133.6 / Max: 156.7Min: 113.9 / Avg: 126.18 / Max: 129.8Min: 75.2 / Avg: 119.81 / Max: 126.4Min: 50.7 / Avg: 89.22 / Max: 99.8Min: 51 / Avg: 88.33 / Max: 98.2

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 960GeForce GTX 970Radeon RX 560GeForce GTX 1050Radeon RX 480GeForce GTX 780 TiGeForce GTX 1060GeForce GTX 980Radeon R9 290GeForce GTX 980 TiRadeon RX 580GeForce GTX 1080GeForce GTX 1070GeForce GTX 1080 TiRadeon R9 Fury0.54231.08461.62692.16922.71150.590.810.910.971.071.081.101.111.121.141.341.381.432.052.41

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 960Radeon RX 560GeForce GTX 1050GeForce GTX 970GeForce GTX 1060GeForce GTX 980Radeon RX 480Radeon RX 580GeForce GTX 1070GeForce GTX 1080Radeon R9 290GeForce GTX 980 TiGeForce GTX 780 TiGeForce GTX 1080 TiRadeon R9 Fury80160240320400SE +/- 0.00, N = 2SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.80, N = 3SE +/- 0.09, N = 3SE +/- 0.87, N = 3SE +/- 1.08, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 4.06, N = 370.8080.9085.73129.70138.70152.30179.70180.70191.43213.13217.70238.40252.00335.47391.501. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRadeon R9 290GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 980 TiRadeon R9 FuryRadeon RX 480GeForce GTX 970GeForce GTX 980GeForce GTX 1070Radeon RX 580GeForce GTX 1080GeForce GTX 1060GeForce GTX 960Radeon RX 560GeForce GTX 105050100150200250Min: 208.1 / Avg: 219.88 / Max: 227.1Min: 213.3 / Avg: 215.1 / Max: 216.9Min: 149 / Avg: 212.7 / Max: 266.1Min: 63.5 / Avg: 169.7 / Max: 225.2Min: 111.7 / Avg: 167.53 / Max: 194.9Min: 67.2 / Avg: 149.58 / Max: 172.7Min: 86.1 / Avg: 140.75 / Max: 165.4Min: 102 / Avg: 140.4 / Max: 165.1Min: 50.4 / Avg: 132.24 / Max: 154.3Min: 61.5 / Avg: 128.3 / Max: 177.9Min: 99.7 / Avg: 126.93 / Max: 164.8Min: 77.6 / Avg: 112.65 / Max: 130.4Min: 53 / Avg: 112.52 / Max: 126.6Min: 61.8 / Avg: 94.24 / Max: 99.4Min: 44.6 / Avg: 91.7 / Max: 98.4

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon R9 290GeForce GTX 960Radeon R9 FuryRadeon RX 560GeForce GTX 970GeForce GTX 1050Radeon RX 480GeForce GTX 980Radeon RX 580GeForce GTX 780 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 980 TiGeForce GTX 10800.40280.80561.20841.61122.0140.560.720.740.991.021.041.061.171.241.281.351.551.571.79

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGeForce GTX 960Radeon RX 560GeForce GTX 1050Radeon R9 290Radeon R9 FuryGeForce GTX 970GeForce GTX 1060Radeon RX 480Radeon RX 580GeForce GTX 980GeForce GTX 1070GeForce GTX 1080GeForce GTX 980 TiGeForce GTX 780 TiGeForce GTX 1080 Ti70140210280350SE +/- 0.00, N = 2SE +/- 0.00, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 2SE +/- 0.21, N = 3SE +/- 2.42, N = 3SE +/- 0.41, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 381.4093.5095.00123.00123.30143.55151.60157.87159.73164.47205.43227.20266.17271.67338.071. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2System Power Consumption MonitorGeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 980 TiRadeon R9 290GeForce GTX 970GeForce GTX 1070GeForce GTX 960GeForce GTX 780 TiRadeon RX 480GeForce GTX 1050Radeon R9 FuryGeForce GTX 980GeForce GTX 1060Radeon RX 580Radeon RX 560306090120150Min: 130.6 / Avg: 146.5 / Max: 162.4Min: 134.4 / Avg: 142.1 / Max: 149.8Min: 109.8 / Avg: 132.4 / Max: 158.7Min: 98.7 / Avg: 125.25 / Max: 151.8Min: 91.5 / Avg: 111.55 / Max: 131.6Min: 85.8 / Avg: 108.05 / Max: 130.3Min: 58.3 / Avg: 105.5 / Max: 152.7Min: 72.7 / Avg: 93.3 / Max: 104.2Min: 79.6 / Avg: 86.2 / Max: 92.8Min: 63.1 / Avg: 86.03 / Max: 126.9Min: 56 / Avg: 80.3 / Max: 104.6Min: 68.9 / Avg: 80.05 / Max: 91.2Min: 62.2 / Avg: 78.77 / Max: 96.1Min: 50.6 / Avg: 72.03 / Max: 82.1

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRadeon RX 580Radeon RX 480Radeon RX 560Radeon R9 290Radeon R9 FuryGeForce GTX 1050GeForce GTX 960GeForce GTX 970GeForce GTX 1060GeForce GTX 780 TiGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti1428425670SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.75, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.37, N = 3SE +/- 2.80, N = 3SE +/- 0.03, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 311.9812.0512.0820.9721.7641.8047.6453.0354.0354.5954.9656.9158.9561.2663.671. (CXX) g++ options: -rdynamic -lOpenCL

Mixbench

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

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerGeForce GTX 1080 TiRadeon RX 560GeForce GTX 1050GeForce GTX 960GeForce GTX 780 TiRadeon RX 480GeForce GTX 970Radeon RX 580GeForce GTX 1060Radeon R9 FuryGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 10806001200180024003000SE +/- 1.30, N = 3SE +/- 0.12, N = 3SE +/- 0.97, N = 3SE +/- 2.57, N = 3SE +/- 0.88, N = 3SE +/- 0.04, N = 3SE +/- 0.50, N = 3SE +/- 0.04, N = 3SE +/- 0.54, N = 3SE +/- 0.06, N = 3SE +/- 0.90, N = 3SE +/- 1.33, N = 3SE +/- 2.60, N = 3SE +/- 3.22, N = 327.88508.69614.52835.01968.931140.241220.801227.321366.841386.501402.271717.512027.962662.461. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 1080 TiGeForce GTX 1050GeForce GTX 960GeForce GTX 970GeForce GTX 1060GeForce GTX 980Radeon RX 560GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 780 TiGeForce GTX 1080Radeon RX 480Radeon RX 580Radeon R9 Fury100200300400500SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.71, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 2.32, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.92, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.3966.7692.74136.18152.16159.86164.00194.72223.87245.11295.34362.29389.97440.851. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon RX 560GeForce GTX 780 TiGeForce GTX 980GeForce GTX 1060Radeon RX 480Radeon R9 FuryRadeon RX 580163248648030.6931.1945.6349.6353.3758.6070.48

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 1080 TiGeForce GTX 1050Radeon RX 560GeForce GTX 960GeForce GTX 970GeForce GTX 780 TiGeForce GTX 1060GeForce GTX 980Radeon RX 480GeForce GTX 980 TiRadeon RX 580GeForce GTX 1070Radeon R9 FuryGeForce GTX 10802K4K6K8K10KSE +/- 3.63, N = 3SE +/- 0.81, N = 3SE +/- 0.14, N = 3SE +/- 0.91, N = 3SE +/- 2.66, N = 3SE +/- 5.00, N = 3SE +/- 2.95, N = 3SE +/- 5.25, N = 3SE +/- 2.06, N = 3SE +/- 255.36, N = 3SE +/- 4.20, N = 3SE +/- 54.41, N = 3SE +/- 1.46, N = 3SE +/- 48.08, N = 389.232040.462465.622765.134125.244263.714389.154700.915450.065563.695863.736402.606508.348493.481. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GeForce GTX 780 TiGeForce GTX 960GeForce GTX 1050GeForce GTX 970GeForce GTX 980 TiGeForce GTX 980GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti0.23180.46360.69540.92721.1590.360.490.550.600.610.640.820.950.981.03

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GeForce GTX 1050GeForce GTX 960GeForce GTX 780 TiGeForce GTX 970GeForce GTX 1060GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti4080120160200SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.26, N = 349.7858.3572.7785.4597.2497.38108.15132.79145.38186.74

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon RX 560GeForce GTX 1050Radeon RX 480Radeon RX 580Radeon R9 FuryGeForce GTX 960GeForce GTX 970GeForce GTX 1060GeForce GTX 980GeForce GTX 1070GeForce GTX 980 TiGeForce GTX 1080GeForce GTX 780 TiGeForce GTX 1080 Ti3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.956.129.619.6810.1711.2411.9111.9612.0312.2012.2912.3112.3512.511. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 1080 TiGeForce GTX 1080Radeon R9 FuryGeForce GTX 1070Radeon R9 290GeForce GTX 960GeForce GTX 780 TiRadeon RX 480GeForce GTX 1060GeForce GTX 1050Radeon RX 560GeForce GTX 970GeForce GTX 980Radeon RX 580GeForce GTX 980 Ti60120180240300Min: 63.4 / Avg: 204.7 / Max: 346Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 168.7 / Avg: 174.7 / Max: 180.7Min: 130.1 / Avg: 172.7 / Max: 215.3Min: 112.9 / Avg: 157.65 / Max: 202.4Min: 82.3 / Avg: 132.4 / Max: 182.5Min: 116.8 / Avg: 117.17 / Max: 117.4Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 98.4 / Avg: 109.4 / Max: 120.4Min: 104 / Avg: 105.7 / Max: 107.4Min: 61.6 / Avg: 65.85 / Max: 70.1

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGeForce GTX 1050Radeon RX 560GeForce GTX 960GeForce GTX 780 TiRadeon R9 290GeForce GTX 970Radeon RX 480GeForce GTX 1060GeForce GTX 980Radeon RX 580Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 33.243.344.464.666.116.547.337.367.547.969.099.2710.6114.2919.741. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce GTX 1050GeForce GTX 960Radeon RX 560GeForce GTX 1060GeForce GTX 970GeForce GTX 780 TiGeForce GTX 980Radeon RX 480GeForce GTX 1070Radeon RX 580Radeon R9 FuryGeForce GTX 1080GeForce GTX 980 TiGeForce GTX 1080 Ti2004006008001000SE +/- 12.49, N = 3SE +/- 0.45, N = 3SE +/- 0.06, N = 3SE +/- 7.21, N = 3SE +/- 6.83, N = 3SE +/- 21.22, N = 3SE +/- 0.99, N = 3SE +/- 0.10, N = 3SE +/- 8.94, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 6.81, N = 3SE +/- 21.12, N = 3SE +/- 5.16, N = 3204.36209.15209.76322.16382.02429.87447.62462.35470.12498.10550.79597.69693.44974.371. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 1080 TiRadeon R9 290Radeon R9 FuryGeForce GTX 980GeForce GTX 970GeForce GTX 1080GeForce GTX 1070Radeon RX 480Radeon RX 580GeForce GTX 960GeForce GTX 1060GeForce GTX 1050Radeon RX 56050100150200250Min: 94.2 / Avg: 240.33 / Max: 287.5Min: 143.3 / Avg: 204.53 / Max: 231.7Min: 66.8 / Avg: 190.32 / Max: 229.1Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 167.4 / Avg: 178.62 / Max: 202Min: 55.7 / Avg: 159.95 / Max: 185.7Min: 58 / Avg: 146.29 / Max: 167.8Min: 52.2 / Avg: 141.33 / Max: 169.7Min: 50.7 / Avg: 138.56 / Max: 159.1Min: 69.5 / Avg: 134.82 / Max: 175Min: 62.8 / Avg: 129.51 / Max: 166.9Min: 96.7 / Avg: 124.57 / Max: 141.9Min: 49.9 / Avg: 117.9 / Max: 137.8Min: 44.8 / Avg: 89.24 / Max: 101.5Min: 51.3 / Avg: 83.15 / Max: 94.2

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 780 TiRadeon R9 FuryRadeon RX 560Radeon R9 290Radeon RX 480Radeon RX 580GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 10800.8281.6562.4843.3124.141.201.381.391.411.431.611.721.972.082.223.083.143.243.283.68

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 560Radeon RX 480Radeon RX 580Radeon R9 FuryRadeon R9 290GeForce GTX 1050GeForce GTX 960GeForce GTX 780 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti130260390520650SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.89, N = 3SE +/- 1.41, N = 3SE +/- 1.17, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 1.03, N = 3SE +/- 0.74, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.88, N = 3SE +/- 0.23, N = 3115.81193.43207.97245.68253.64274.91277.11287.39288.87332.11351.45382.21454.47520.13596.821. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 780 TiRadeon R9 FuryRadeon R9 290GeForce GTX 1080 TiGeForce GTX 980 TiRadeon RX 580GeForce GTX 980Radeon RX 480GeForce GTX 1080GeForce GTX 970GeForce GTX 1070GeForce GTX 960GeForce GTX 1060Radeon RX 560GeForce GTX 105060120180240300Min: 59.2 / Avg: 226.01 / Max: 336.8Min: 121.6 / Avg: 215.47 / Max: 344.8Min: 109.8 / Avg: 204.67 / Max: 296.3Min: 52.6 / Avg: 203.91 / Max: 304.8Min: 151.8 / Avg: 198.76 / Max: 304.5Min: 61.4 / Avg: 165.94 / Max: 235Min: 55.9 / Avg: 163.16 / Max: 251Min: 66.7 / Avg: 159.05 / Max: 205.4Min: 127.9 / Avg: 156.13 / Max: 262.7Min: 57.8 / Avg: 149.11 / Max: 234.2Min: 78.5 / Avg: 140.86 / Max: 210.3Min: 117.1 / Avg: 124.83 / Max: 188.6Min: 73.6 / Avg: 118.38 / Max: 167.3Min: 50.6 / Avg: 92.86 / Max: 123.4Min: 65.4 / Avg: 91.36 / Max: 114.7

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 780 TiGeForce GTX 1050Radeon R9 290GeForce GTX 960Radeon RX 560GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 580GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti153045607521.8823.2723.4023.7228.3729.2530.9631.2433.1636.5537.7340.8050.5960.5065.10

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1050Radeon RX 560GeForce GTX 960GeForce GTX 970Radeon R9 290GeForce GTX 1060GeForce GTX 780 TiGeForce GTX 980Radeon RX 480GeForce GTX 980 TiRadeon RX 580GeForce GTX 1070Radeon R9 FuryGeForce GTX 1080GeForce GTX 1080 Ti3K6K9K12K15KSE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 7.79, N = 3SE +/- 1.82, N = 3SE +/- 0.03, N = 3SE +/- 6.12, N = 3SE +/- 19.58, N = 3SE +/- 3.16, N = 3SE +/- 1.92, N = 3SE +/- 15.98, N = 3SE +/- 1.35, N = 3SE +/- 32.37, N = 3SE +/- 0.03, N = 3SE +/- 38.82, N = 3SE +/- 65.79, N = 32125.782634.532960.494361.654790.314829.994944.725051.895812.646208.656260.487125.887144.889446.7413274.171. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Darktable

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Server Room - Acceleration: OpenCLRadeon RX 560GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1050GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 1070GeForce GTX 1060GeForce GTX 1080 TiGeForce GTX 1080Radeon RX 580Radeon R9 290Radeon R9 FuryRadeon RX 4800.06080.12160.18240.24320.304SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.270.250.250.230.220.220.210.190.190.180.180.170.150.130.13

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Masskrug - Acceleration: OpenCLGeForce GTX 780 TiRadeon RX 560GeForce GTX 960GeForce GTX 1050GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1070GeForce GTX 1060Radeon RX 580GeForce GTX 1080 TiGeForce GTX 1080Radeon R9 290Radeon RX 480Radeon R9 Fury0.06080.12160.18240.24320.304SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.270.270.240.220.220.210.210.180.180.180.170.170.170.140.13

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLGeForce GTX 960GeForce GTX 1050GeForce GTX 970GeForce GTX 780 TiGeForce GTX 980Radeon RX 560GeForce GTX 1060GeForce GTX 980 TiRadeon RX 480Radeon RX 580Radeon R9 290GeForce GTX 1070GeForce GTX 1080Radeon R9 FuryGeForce GTX 1080 Ti510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 319.3018.1816.2615.2415.236.914.664.194.164.083.853.783.673.423.13

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon R9 285GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 980 TiRadeon R9 290GeForce GTX 980GeForce GTX 1080Radeon R9 FuryGeForce GTX 970GeForce GTX 1070Radeon RX 580Radeon RX 480GeForce GTX 960GeForce GTX 1060GeForce GTX 1050Radeon RX 56050100150200250Min: 79.8 / Avg: 279.87 / Max: 294.8Min: 75.8 / Avg: 261.7 / Max: 278.5Min: 61 / Avg: 242.75 / Max: 254.4Min: 164 / Avg: 223.01 / Max: 246.2Min: 56.4 / Avg: 203.63 / Max: 213.1Min: 61.4 / Avg: 203.35 / Max: 209.7Min: 87.9 / Avg: 202.29 / Max: 248.6Min: 57.1 / Avg: 191.79 / Max: 197.1Min: 52.1 / Avg: 183.39 / Max: 188.4Min: 62.8 / Avg: 167.57 / Max: 197.1Min: 103.4 / Avg: 161.24 / Max: 183.2Min: 68.3 / Avg: 154.46 / Max: 158.8Min: 61.8 / Avg: 152.59 / Max: 156.6Min: 44.6 / Avg: 107.9 / Max: 115.3Min: 51.4 / Avg: 94.7 / Max: 102.8

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 780 TiRadeon R9 290Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon RX 580GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti36912154.284.545.376.646.767.277.328.608.628.829.4711.4212.4713.4013.50

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelRadeon RX 560Radeon R9 290GeForce GTX 1050Radeon RX 480GeForce GTX 960GeForce GTX 780 TiRadeon RX 580Radeon R9 FuryGeForce GTX 970GeForce GTX 1060GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti8001600240032004000SE +/- 2.33, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 7.64, N = 3SE +/- 5.33, N = 3SE +/- 3.33, N = 3SE +/- 3.84, N = 3SE +/- 36.71, N = 3SE +/- 9.21, N = 3SE +/- 55.00, N = 3SE +/- 36.99, N = 3SE +/- 6.67, N = 3SE +/- 28.15, N = 3SE +/- 54.49, N = 350910131022107011301199121813671649174217562142228627253532

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1080 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970Radeon R9 285GeForce GTX 780 TiRadeon R9 290Radeon R9 FuryRadeon RX 580GeForce GTX 1070Radeon RX 480GeForce GTX 1080GeForce GTX 1060GeForce GTX 960GeForce GTX 1050Radeon RX 56060120180240300Min: 103.3 / Avg: 258.5 / Max: 265.6Min: 120.1 / Avg: 253.78 / Max: 259Min: 136.6 / Avg: 207.25 / Max: 212.8Min: 88.4 / Avg: 191.17 / Max: 194.5Min: 127.9 / Avg: 295.03 / Max: 310.7Min: 108.1 / Avg: 253.37 / Max: 262.7Min: 60.8 / Avg: 231.32 / Max: 244.7Min: 61.7 / Avg: 198.14 / Max: 205.1Min: 78.2 / Avg: 186.9 / Max: 196.9Min: 71.5 / Avg: 186.43 / Max: 197.7Min: 81.4 / Avg: 184.66 / Max: 189.3Min: 50 / Avg: 151.57 / Max: 157.1Min: 73.2 / Avg: 145.52 / Max: 149.6Min: 62.1 / Avg: 109.06 / Max: 119.8Min: 50.4 / Avg: 104.54 / Max: 107.3

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 780 TiRadeon R9 290GeForce GTX 960Radeon RX 560Radeon RX 580Radeon RX 480GeForce GTX 970Radeon R9 FuryGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 1060GeForce GTX 10702040608010032.2541.0542.2542.7452.4953.0255.9957.1257.7058.3660.2469.1976.0676.3586.60

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon RX 560GeForce GTX 960GeForce GTX 1050GeForce GTX 780 TiRadeon RX 480Radeon R9 290Radeon RX 580GeForce GTX 970GeForce GTX 1060GeForce GTX 980GeForce GTX 1080Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 1070GeForce GTX 1080 Ti4K8K12K16K20KSE +/- 8.69, N = 3SE +/- 20.00, N = 3SE +/- 15.33, N = 3SE +/- 21.08, N = 3SE +/- 3.67, N = 3SE +/- 3.00, N = 3SE +/- 3.33, N = 3SE +/- 38.33, N = 3SE +/- 26.67, N = 3SE +/- 51.02, N = 3SE +/- 66.33, N = 3SE +/- 118.82, N = 3SE +/- 3.84, N = 3SE +/- 13.57, N = 34468614865699516988510400104001070411572119591277613212148111618619662