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 1708103-TY-1708107TY43
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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
 
Radeon Vega FE
August 10 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 TiRadeon Vega FEIntel 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)AMD Ryzen 5 1600 Six-Core @ 3.20GHz (12 Cores)Gigabyte AB350M-D3H-CFAMD Device 1450Samsung SSD 960 EVO 500GBamdgpudrmfbAMD Device aaf8HP 27erRealtek RTL8111/8168/84114.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)OpenCL 2.0 AMD-APP (2450.0)1920x1080OpenBenchmarking.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- Radeon R9 285: Scaling Governor: intel_pstate performance- Radeon R9 290: Scaling Governor: intel_pstate performance- Radeon RX 480: Scaling Governor: intel_pstate performance- Radeon RX 560: Scaling Governor: intel_pstate performance- Radeon RX 580: Scaling Governor: intel_pstate performance- Radeon R9 Fury: Scaling Governor: intel_pstate performance- GeForce GTX 780 Ti: 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 1050: 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- GeForce GTX 1080 Ti: Scaling Governor: intel_pstate performance- Radeon Vega FE: Scaling Governor: acpi-cpufreq ondemandOpenCL 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 TiRadeon Vega FE6.6730.331595.41599.064755.89272.17192.40217.70123.0020.976.11253.644790.310.150.173.851013104005.8630.641162.88364.045737.62209.39185.37179.70157.8712.051140.24362.295450.069.617.33462.35193.435812.640.130.144.16107098855.8230.38524.70164.502588.6689.2581.0380.9093.5012.08508.69164.002465.624.953.34209.76115.812634.530.270.276.9150944685.6330.381251.63391.776175.41208.96183.47180.70159.7311.981227.32389.975863.739.687.96498.10207.976260.480.170.184.081218104005.9430.741429.32447.267068.81431.26206.13391.50123.3021.761386.50440.856508.3410.179.09550.79245.687144.880.130.133.421367132125.5612.36961.13246.213847.88252.98237.10252.00271.6754.59968.93245.114263.7172.7712.354.66429.87287.394944.720.250.2715.24119995163.8812.46781.1692.442429.1081.1270.6070.8081.4047.64835.0192.742765.1358.3511.244.46209.15277.112960.490.250.2419.30113061484.0512.491128.64137.563728.55143.41125.27129.70143.5553.031220.80136.184125.2485.4511.916.54382.02288.874361.650.220.2116.261649107044.0712.481296.11159.684288.05164.10142.60152.30164.4754.961402.27159.864700.9197.3812.037.54447.62332.115051.890.210.2115.231756119594.3312.211583.85195.675292.12263.32216.37238.40266.1756.911717.51194.725563.69108.1512.299.27693.44351.456208.650.220.224.192142148113.826.44568.6466.881937.0092.4387.5085.739541.80614.5266.762040.4649.786.123.24204.36274.912125.780.230.2218.18102265694.1012.371223.58150.414157.55146.23137.70138.70151.6054.031366.84152.164389.1597.2411.967.36322.16382.214829.990.190.184.661742115723.5512.611631.03225.456359.20196.36186.63191.43205.4358.952027.96223.876402.60132.7912.2010.61470.12454.477125.880.190.183.782286161864.0612.592349.86295.228249.62218.15206.53213.13227.2061.262662.46295.348493.48145.3812.3114.29597.69520.139446.740.180.173.672725127763.5512.613200.30415.0611780.26329.43316.80335.47338.0763.6727.886.3989.23186.7412.5119.74974.37596.8213274.170.180.173.13353219662211.93362.80154.2030.6819.7012.6692.7411.8216.00885.04422.0912653.803.78OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 61.1 / Avg: 144.94 / Max: 235Min: 50.2 / Avg: 92.38 / Max: 145.4Min: 66.5 / Avg: 142.76 / Max: 205.4Min: 60.8 / Avg: 177.77 / Max: 346Min: 108.1 / Avg: 170.72 / Max: 311.4Min: 60.5 / Avg: 188.98 / Max: 336.2Min: 54.8 / Avg: 152.53 / Max: 254.7Min: 55.7 / Avg: 145.83 / Max: 234.2Min: 52.1 / Avg: 123.58 / Max: 210.4Min: 57.6 / Avg: 202.67 / Max: 336.8Min: 51.8 / Avg: 191.22 / Max: 330.8Min: 48.9 / Avg: 149.85 / Max: 266.2Min: 47.8 / Avg: 138.1 / Max: 211.9Min: 48.3 / Avg: 116.84 / Max: 190.4Min: 44.2 / Avg: 92.91 / Max: 132

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 RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.36, N = 3SE +/- 0.01, N = 35.635.825.865.946.674.334.074.053.885.563.554.063.554.103.82

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050306090120150Min: 61.8 / Avg: 95.67 / Max: 107Min: 51.2 / Avg: 76.94 / Max: 84.1Min: 76 / Avg: 99.48 / Max: 105.5Min: 63.2 / Avg: 106.3 / Max: 120.3Min: 146.4 / Avg: 167.81 / Max: 175Min: 134.8 / Avg: 156.02 / Max: 164.4Min: 90.6 / Avg: 117.27 / Max: 130.7Min: 97.8 / Avg: 103.53 / Max: 108Min: 170.7 / Avg: 175.55 / Max: 180.4Min: 149.6 / Avg: 155.28 / Max: 157.1Min: 99 / Avg: 118.32 / Max: 126.1Min: 103.2 / Avg: 114.13 / Max: 119.3Min: 75.5 / Avg: 92.25 / Max: 105.6Min: 65.2 / Avg: 76.8 / Max: 89.4

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.08780.17560.26340.35120.4390.320.390.310.290.180.080.110.120.080.110.110.130.08

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050714212835SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 330.3830.3830.6430.7430.3312.2112.4812.4912.4612.3612.6112.5912.6112.376.44

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 62.1 / Avg: 135.37 / Max: 215.7Min: 57.7 / Avg: 83.39 / Max: 110.6Min: 74.5 / Avg: 139.09 / Max: 198.1Min: 91.2 / Avg: 171.7 / Max: 293.2Min: 158.9 / Avg: 196.69 / Max: 311.4Min: 63.5 / Avg: 152.7 / Max: 241.9Min: 254.1 / Avg: 254.4 / Max: 254.7Min: 82.9 / Avg: 130.65 / Max: 178.4Min: 53.3 / Avg: 128.25 / Max: 203.2Min: 59.7 / Avg: 109 / Max: 158.3Min: 51.8 / Avg: 159 / Max: 266.2Min: 50.7 / Avg: 88 / Max: 125.3Min: 44.6 / Avg: 55.5 / Max: 66.4

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10507001400210028003500SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 16.78, N = 3SE +/- 0.62, N = 3SE +/- 22.00, N = 3SE +/- 6.09, N = 3SE +/- 17.95, N = 3SE +/- 117.22, N = 3SE +/- 29.30, N = 3SE +/- 19.23, N = 3SE +/- 52.05, N = 3SE +/- 15.64, N = 31251.63524.701162.881429.321595.411583.851296.111128.64781.16961.133200.302349.861631.031223.58568.64

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

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.75381.50762.26143.01523.7692.831.872.592.523.351.031.051.030.761.122.312.041.631.420.78

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050130260390520650SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.29, N = 3SE +/- 1.65, N = 3SE +/- 0.76, N = 3SE +/- 1.12, N = 3SE +/- 0.30, N = 3SE +/- 0.08, N = 3391.77164.50364.04447.26599.06195.67159.68137.5692.44246.21415.06295.22225.45150.4166.88

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10503K6K9K12K15KSE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 0.30, N = 3SE +/- 13.41, N = 3SE +/- 0.64, N = 3SE +/- 0.43, N = 3SE +/- 70.89, N = 3SE +/- 0.62, N = 3SE +/- 0.82, N = 3SE +/- 157.37, N = 3SE +/- 0.57, N = 3SE +/- 74.08, N = 3SE +/- 0.29, N = 36175.412588.665737.627068.814755.895292.124288.053728.552429.103847.8811780.268249.626359.204157.551937.00

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105090180270360450SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.90, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 10.22, N = 3SE +/- 0.82, N = 3SE +/- 3.85, N = 3SE +/- 0.15, N = 3SE +/- 0.45, N = 3SE +/- 0.18, N = 3208.9689.25209.39431.26272.17263.32164.10143.4181.12252.98329.43218.15196.36146.2392.43

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105050100150200250Min: 126.3 / Avg: 165.33 / Max: 179.6Min: 51.1 / Avg: 91.53 / Max: 100.1Min: 73.8 / Avg: 137.13 / Max: 171.7Min: 63.6 / Avg: 161.35 / Max: 231Min: 110.7 / Avg: 173.45 / Max: 211.5Min: 136.5 / Avg: 208.38 / Max: 235Min: 110.7 / Avg: 156.45 / Max: 166Min: 57.9 / Avg: 143.07 / Max: 165.3Min: 75.3 / Avg: 117.34 / Max: 125.9Min: 59.1 / Avg: 193.83 / Max: 264Min: 215.6 / Avg: 216.75 / Max: 217.9Min: 99.9 / Avg: 143.28 / Max: 167.2Min: 51.8 / Avg: 133.92 / Max: 156.5Min: 123.2 / Avg: 128.26 / Max: 130.1Min: 97.2 / Avg: 97.62 / Max: 98.3

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.3240.6480.9721.2961.621.110.891.351.281.111.040.910.880.601.221.441.391.070.90

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105070140210280350SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.48, N = 3SE +/- 0.64, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 2SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.84, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.15, N = 3211.93183.4781.03185.37206.13192.40216.37142.60125.2770.60237.10316.80206.53186.63137.7087.501. (CC) gcc options: -O2 -flto -lOpenCL

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

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.54231.08461.62692.16922.71151.340.911.072.411.121.141.110.810.591.082.051.381.431.100.97

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105080160240320400SE +/- 0.21, N = 3SE +/- 0.80, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 4.06, N = 3SE +/- 1.08, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 2SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.87, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3362.80180.7080.90179.70391.50217.70238.40152.30129.7070.80252.00335.47213.13191.43138.7085.731. (CC) gcc options: -O2 -flto -lOpenCL

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

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.40280.80561.20841.61122.0141.240.991.060.740.561.571.171.020.721.281.791.551.351.04

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105070140210280350SE +/- 0.10, N = 3SE +/- 0.41, N = 3SE +/- 0.00, N = 3SE +/- 2.42, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 2SE +/- 0.00, N = 2SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 1.03, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3154.20159.7393.50157.87123.30123.00266.17164.47143.5581.40271.67338.07227.20205.43151.6095.001. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050306090120150Min: 62.2 / Avg: 78.77 / Max: 96.1Min: 50.6 / Avg: 72.03 / Max: 82.1Min: 72.7 / Avg: 93.3 / Max: 104.2Min: 63.1 / Avg: 86.03 / Max: 126.9Min: 109.8 / Avg: 132.4 / Max: 158.7Min: 134.4 / Avg: 142.1 / Max: 149.8Min: 56 / Avg: 80.3 / Max: 104.6Min: 98.7 / Avg: 125.25 / Max: 151.8Min: 85.8 / Avg: 108.05 / Max: 130.3Min: 58.3 / Avg: 105.5 / Max: 152.7Min: 130.6 / Avg: 146.5 / Max: 162.4Min: 91.5 / Avg: 111.55 / Max: 131.6Min: 68.9 / Avg: 80.05 / Max: 91.2Min: 79.6 / Avg: 86.2 / Max: 92.8

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10501428425670SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.75, N = 3SE +/- 0.27, N = 3SE +/- 0.34, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 2.80, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 330.6811.9812.0812.0521.7620.9756.9154.9653.0347.6454.5963.6761.2658.9554.0341.801. (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: IntegerRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10506001200180024003000SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 1.33, N = 3SE +/- 0.90, N = 3SE +/- 0.50, N = 3SE +/- 2.57, N = 3SE +/- 0.88, N = 3SE +/- 1.30, N = 3SE +/- 3.22, N = 3SE +/- 2.60, N = 3SE +/- 0.54, N = 3SE +/- 0.97, N = 319.701227.32508.691140.241386.501717.511402.271220.80835.01968.9327.882662.462027.961366.84614.521. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050100200300400500SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.32, N = 3SE +/- 0.01, N = 3SE +/- 0.71, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.92, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 312.66389.97164.00362.29440.85194.72159.86136.1892.74245.116.39295.34223.87152.1666.761. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980GeForce GTX 780 TiGeForce GTX 1060163248648070.4830.6953.3758.6045.6331.1949.63

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10502K4K6K8K10KSE +/- 0.06, N = 3SE +/- 4.20, N = 3SE +/- 0.14, N = 3SE +/- 2.06, N = 3SE +/- 1.46, N = 3SE +/- 255.36, N = 3SE +/- 5.25, N = 3SE +/- 2.66, N = 3SE +/- 0.91, N = 3SE +/- 5.00, N = 3SE +/- 3.63, N = 3SE +/- 48.08, N = 3SE +/- 54.41, N = 3SE +/- 2.95, N = 3SE +/- 0.81, N = 392.745863.732465.625450.066508.345563.694700.914125.242765.134263.7189.238493.486402.604389.152040.461. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.23180.46360.69540.92721.1590.610.640.600.490.361.030.980.950.820.55

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10504080120160200SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3108.1597.3885.4558.3572.77186.74145.38132.7997.2449.78

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 Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10503691215SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.22, 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 311.829.684.959.6110.1712.2912.0311.9111.2412.3512.5112.3112.2011.966.121. (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 MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 61.6 / Avg: 65.85 / Max: 70.1Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 112.9 / Avg: 157.65 / Max: 202.4Min: 63.4 / Avg: 204.7 / Max: 346Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 104 / Avg: 105.7 / Max: 107.4Min: 98.4 / Avg: 109.4 / Max: 120.4Min: 168.7 / Avg: 174.7 / Max: 180.7Min: 130.1 / Avg: 172.7 / Max: 215.3Min: 82.3 / Avg: 132.4 / Max: 182.5Min: 116.8 / Avg: 117.17 / Max: 117.4

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 316.007.963.347.339.096.119.277.546.544.464.6619.7414.2910.617.363.241. (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 SPRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10502004006008001000SE +/- 0.88, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 21.12, N = 3SE +/- 0.99, N = 3SE +/- 6.83, N = 3SE +/- 0.45, N = 3SE +/- 21.22, N = 3SE +/- 5.16, N = 3SE +/- 6.81, N = 3SE +/- 8.94, N = 3SE +/- 7.21, N = 3SE +/- 12.49, N = 3885.04498.10209.76462.35550.79693.44447.62382.02209.15429.87974.37597.69470.12322.16204.361. (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 MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105050100150200250Min: 62.8 / Avg: 129.51 / Max: 166.9Min: 51.3 / Avg: 83.15 / Max: 94.2Min: 69.5 / Avg: 134.82 / Max: 175Min: 167.4 / Avg: 178.62 / Max: 202Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 143.3 / Avg: 204.53 / Max: 231.7Min: 55.7 / Avg: 159.95 / Max: 185.7Min: 58 / Avg: 146.29 / Max: 167.8Min: 96.7 / Avg: 124.57 / Max: 141.9Min: 94.2 / Avg: 240.33 / Max: 287.5Min: 66.8 / Avg: 190.32 / Max: 229.1Min: 52.2 / Avg: 141.33 / Max: 169.7Min: 50.7 / Avg: 138.56 / Max: 159.1Min: 49.9 / Avg: 117.9 / Max: 137.8Min: 44.8 / Avg: 89.24 / Max: 101.5

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.8281.6562.4843.3124.141.611.391.431.381.411.722.081.972.221.203.143.683.283.243.08

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050130260390520650SE +/- 1.01, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.89, N = 3SE +/- 1.41, N = 3SE +/- 0.74, N = 3SE +/- 1.03, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 0.88, N = 3SE +/- 0.27, N = 3SE +/- 0.59, N = 3SE +/- 1.17, N = 3422.09207.97115.81193.43245.68253.64351.45332.11288.87277.11287.39596.82520.13454.47382.21274.911. (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 MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 61.4 / Avg: 165.94 / Max: 235Min: 50.6 / Avg: 92.86 / Max: 123.4Min: 66.7 / Avg: 159.05 / Max: 205.4Min: 121.6 / Avg: 215.47 / Max: 344.8Min: 109.8 / Avg: 204.67 / Max: 296.3Min: 151.8 / Avg: 198.76 / Max: 304.5Min: 55.9 / Avg: 163.16 / Max: 251Min: 57.8 / Avg: 149.11 / Max: 234.2Min: 117.1 / Avg: 124.83 / Max: 188.6Min: 59.2 / Avg: 226.01 / Max: 336.8Min: 52.6 / Avg: 203.91 / Max: 304.8Min: 127.9 / Avg: 156.13 / Max: 262.7Min: 78.5 / Avg: 140.86 / Max: 210.3Min: 73.6 / Avg: 118.38 / Max: 167.3Min: 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 FlopsRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050153045607537.7328.3736.5533.1623.4031.2430.9629.2523.7221.8865.1060.5050.5940.8023.27

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10503K6K9K12K15KSE +/- 8.00, N = 3SE +/- 1.35, N = 3SE +/- 0.11, N = 3SE +/- 1.92, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 15.98, N = 3SE +/- 3.16, N = 3SE +/- 1.82, N = 3SE +/- 7.79, N = 3SE +/- 19.58, N = 3SE +/- 65.79, N = 3SE +/- 38.82, N = 3SE +/- 32.37, N = 3SE +/- 6.12, N = 3SE +/- 0.09, N = 312653.806260.482634.535812.647144.884790.316208.655051.894361.652960.494944.7213274.179446.747125.884829.992125.781. (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 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.06080.12160.18240.24320.304SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.170.270.130.130.150.220.210.220.250.250.180.180.190.190.23

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Masskrug - Acceleration: OpenCLRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.06080.12160.18240.24320.304SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.180.270.140.130.170.220.210.210.240.270.170.170.180.180.22

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLRadeon Vega FERadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.784.086.914.163.423.854.1915.2316.2619.3015.243.133.673.784.6618.18

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290Radeon R9 285GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105050100150200250Min: 62.8 / Avg: 167.57 / Max: 197.1Min: 51.4 / Avg: 94.7 / Max: 102.8Min: 103.4 / Avg: 161.24 / Max: 183.2Min: 87.9 / Avg: 202.29 / Max: 248.6Min: 164 / Avg: 223.01 / Max: 246.2Min: 61 / Avg: 242.75 / Max: 254.4Min: 56.4 / Avg: 203.63 / Max: 213.1Min: 57.1 / Avg: 191.79 / Max: 197.1Min: 68.3 / Avg: 154.46 / Max: 158.8Min: 79.8 / Avg: 279.87 / Max: 294.8Min: 75.8 / Avg: 261.7 / Max: 278.5Min: 61.4 / Avg: 203.35 / Max: 209.7Min: 52.1 / Avg: 183.39 / Max: 188.4Min: 61.8 / Avg: 152.59 / Max: 156.6Min: 44.6 / Avg: 107.9 / Max: 115.3

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105036912157.275.376.646.764.548.828.628.607.324.2813.5013.4012.4711.429.47

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10508001600240032004000SE +/- 3.33, N = 3SE +/- 2.33, N = 3SE +/- 0.67, N = 3SE +/- 3.84, N = 3SE +/- 0.67, N = 3SE +/- 36.99, N = 3SE +/- 55.00, N = 3SE +/- 36.71, N = 3SE +/- 7.64, N = 3SE +/- 5.33, N = 3SE +/- 54.49, N = 3SE +/- 28.15, N = 3SE +/- 6.67, N = 3SE +/- 9.21, N = 3SE +/- 1.00, N = 312185091070136710132142175616491130119935322725228617421022

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290Radeon R9 285GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 61.7 / Avg: 198.14 / Max: 205.1Min: 50.4 / Avg: 104.54 / Max: 107.3Min: 71.5 / Avg: 186.43 / Max: 197.7Min: 60.8 / Avg: 231.32 / Max: 244.7Min: 108.1 / Avg: 253.37 / Max: 262.7Min: 120.1 / Avg: 253.78 / Max: 259Min: 136.6 / Avg: 207.25 / Max: 212.8Min: 88.4 / Avg: 191.17 / Max: 194.5Min: 73.2 / Avg: 145.52 / Max: 149.6Min: 127.9 / Avg: 295.03 / Max: 310.7Min: 103.3 / Avg: 258.5 / Max: 265.6Min: 81.4 / Avg: 184.66 / Max: 189.3Min: 78.2 / Avg: 186.9 / Max: 196.9Min: 50 / Avg: 151.57 / Max: 157.1Min: 62.1 / Avg: 109.06 / Max: 119.8

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10502040608010052.4942.7453.0257.1241.0558.3657.7055.9942.2532.2576.0669.1986.6076.3560.24

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10504K8K12K16K20KSE +/- 3.33, N = 3SE +/- 8.69, N = 3SE +/- 3.67, N = 3SE +/- 66.33, N = 3SE +/- 3.00, N = 3SE +/- 118.82, N = 3SE +/- 26.67, N = 3SE +/- 20.00, N = 3SE +/- 21.08, N = 3SE +/- 13.57, N = 3SE +/- 51.02, N = 3SE +/- 3.84, N = 3SE +/- 38.33, N = 3SE +/- 15.33, N = 31040044689885132121040014811119591070461489516196621277616186115726569