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
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  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 MonitoringGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58060120180240300Min: 44.2 / Avg: 92.91 / Max: 132Min: 48.3 / Avg: 116.84 / Max: 190.4Min: 47.8 / Avg: 138.1 / Max: 211.9Min: 48.9 / Avg: 149.85 / Max: 266.2Min: 51.8 / Avg: 191.22 / Max: 330.8Min: 57.6 / Avg: 202.67 / Max: 336.8Min: 52.1 / Avg: 123.58 / Max: 210.4Min: 55.7 / Avg: 145.83 / Max: 234.2Min: 54.8 / Avg: 152.53 / Max: 254.7Min: 60.5 / Avg: 188.98 / Max: 336.2Min: 108.1 / Avg: 170.72 / Max: 311.4Min: 60.8 / Avg: 177.77 / Max: 346Min: 66.5 / Avg: 142.76 / Max: 205.4Min: 50.2 / Avg: 92.38 / Max: 145.4Min: 61.1 / Avg: 144.94 / Max: 235

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 LatencyGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580246810SE +/- 0.01, N = 3SE +/- 0.36, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.39, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.824.103.554.063.555.563.884.054.074.336.675.945.865.825.63

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580306090120150Min: 65.2 / Avg: 76.8 / Max: 89.4Min: 75.5 / Avg: 92.25 / Max: 105.6Min: 103.2 / Avg: 114.13 / Max: 119.3Min: 99 / Avg: 118.32 / Max: 126.1Min: 149.6 / Avg: 155.28 / Max: 157.1Min: 170.7 / Avg: 175.55 / Max: 180.4Min: 97.8 / Avg: 103.53 / Max: 108Min: 90.6 / Avg: 117.27 / Max: 130.7Min: 134.8 / Avg: 156.02 / Max: 164.4Min: 146.4 / Avg: 167.81 / Max: 175Min: 63.2 / Avg: 106.3 / Max: 120.3Min: 76 / Avg: 99.48 / Max: 105.5Min: 51.2 / Avg: 76.94 / Max: 84.1Min: 61.8 / Avg: 95.67 / Max: 107

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.08780.17560.26340.35120.4390.080.130.110.110.080.120.110.080.180.290.310.390.32

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580714212835SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.4412.3712.6112.5912.6112.3612.4612.4912.4812.2130.3330.7430.6430.3830.38

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58060120180240300Min: 44.6 / Avg: 55.5 / Max: 66.4Min: 50.7 / Avg: 88 / Max: 125.3Min: 51.8 / Avg: 159 / Max: 266.2Min: 59.7 / Avg: 109 / Max: 158.3Min: 53.3 / Avg: 128.25 / Max: 203.2Min: 82.9 / Avg: 130.65 / Max: 178.4Min: 254.1 / Avg: 254.4 / Max: 254.7Min: 63.5 / Avg: 152.7 / Max: 241.9Min: 158.9 / Avg: 196.69 / Max: 311.4Min: 91.2 / Avg: 171.7 / Max: 293.2Min: 74.5 / Avg: 139.09 / Max: 198.1Min: 57.7 / Avg: 83.39 / Max: 110.6Min: 62.1 / Avg: 135.37 / Max: 215.7

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5807001400210028003500SE +/- 15.64, N = 3SE +/- 52.05, N = 3SE +/- 19.23, N = 3SE +/- 29.30, N = 3SE +/- 117.22, N = 3SE +/- 17.95, N = 3SE +/- 6.09, N = 3SE +/- 22.00, N = 3SE +/- 0.62, N = 3SE +/- 16.78, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3568.641223.581631.032349.863200.30961.13781.161128.641296.111583.851595.411429.321162.88524.701251.63

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5804080120160200Min: 44.7 / Avg: 85.97 / Max: 90.4Min: 49.1 / Avg: 105.58 / Max: 118Min: 133.6 / Avg: 138.18 / Max: 139.4Min: 52.7 / Avg: 144.57 / Max: 160.3Min: 57.5 / Avg: 179.46 / Max: 201.8Min: 220.2 / Avg: 220.42 / Max: 221Min: 85.3 / Avg: 121.06 / Max: 124.6Min: 61.8 / Avg: 134.1 / Max: 144.6Min: 57 / Avg: 152.7 / Max: 162.3Min: 139.5 / Avg: 189.78 / Max: 196.9Min: 110.3 / Avg: 178.68 / Max: 199.3Min: 63.9 / Avg: 177.34 / Max: 225.5Min: 73.8 / Avg: 140.82 / Max: 162.3Min: 51 / Avg: 87.81 / Max: 93.9Min: 95.5 / Avg: 138.34 / Max: 170

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.75381.50762.26143.01523.7690.781.421.632.042.311.120.761.031.051.033.352.522.591.872.83

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580130260390520650SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 1.12, N = 3SE +/- 0.76, N = 3SE +/- 1.65, N = 3SE +/- 0.29, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 366.88150.41225.45295.22415.06246.2192.44137.56159.68195.67599.06447.26364.04164.50391.77

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5803K6K9K12K15KSE +/- 0.29, N = 3SE +/- 74.08, N = 3SE +/- 0.57, N = 3SE +/- 157.37, N = 3SE +/- 0.82, N = 3SE +/- 0.62, N = 3SE +/- 70.89, N = 3SE +/- 0.43, N = 3SE +/- 0.64, N = 3SE +/- 13.41, N = 3SE +/- 0.30, N = 3SE +/- 0.51, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 31937.004157.556359.208249.6211780.263847.882429.103728.554288.055292.124755.897068.815737.622588.666175.41

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58090180270360450SE +/- 0.18, N = 3SE +/- 0.45, N = 3SE +/- 0.15, N = 3SE +/- 3.85, N = 3SE +/- 0.82, N = 3SE +/- 10.22, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.90, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 392.43146.23196.36218.15329.43252.9881.12143.41164.10263.32272.17431.26209.3989.25208.96

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58050100150200250Min: 97.2 / Avg: 97.62 / Max: 98.3Min: 123.2 / Avg: 128.26 / Max: 130.1Min: 51.8 / Avg: 133.92 / Max: 156.5Min: 99.9 / Avg: 143.28 / Max: 167.2Min: 215.6 / Avg: 216.75 / Max: 217.9Min: 59.1 / Avg: 193.83 / Max: 264Min: 75.3 / Avg: 117.34 / Max: 125.9Min: 57.9 / Avg: 143.07 / Max: 165.3Min: 110.7 / Avg: 156.45 / Max: 166Min: 136.5 / Avg: 208.38 / Max: 235Min: 110.7 / Avg: 173.45 / Max: 211.5Min: 63.6 / Avg: 161.35 / Max: 231Min: 73.8 / Avg: 137.13 / Max: 171.7Min: 51.1 / Avg: 91.53 / Max: 100.1Min: 126.3 / Avg: 165.33 / Max: 179.6

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.3240.6480.9721.2961.620.901.071.391.441.220.600.880.911.041.111.281.350.891.11

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE70140210280350SE +/- 0.15, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.84, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 2SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.64, N = 3SE +/- 0.48, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 387.50137.70186.63206.53316.80237.1070.60125.27142.60216.37192.40206.13185.3781.03183.47211.931. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58050100150200250Min: 51 / Avg: 88.33 / Max: 98.2Min: 113.9 / Avg: 126.18 / Max: 129.8Min: 50.8 / Avg: 133.6 / Max: 156.7Min: 120.4 / Avg: 154.88 / Max: 168.9Min: 131.4 / Avg: 163.5 / Max: 225.5Min: 205.2 / Avg: 232.33 / Max: 267.5Min: 75.2 / Avg: 119.81 / Max: 126.4Min: 145.8 / Avg: 161.02 / Max: 165.8Min: 55.9 / Avg: 137.83 / Max: 165.7Min: 164 / Avg: 209.78 / Max: 231Min: 110.3 / Avg: 194.92 / Max: 227.7Min: 63.2 / Avg: 162.7 / Max: 196.7Min: 158.5 / Avg: 168.35 / Max: 173.8Min: 50.7 / Avg: 89.22 / Max: 99.8Min: 61.6 / Avg: 134.4 / Max: 178.4

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.54231.08461.62692.16922.71150.971.101.431.382.051.080.590.811.111.141.122.411.070.911.34

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE80160240320400SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.87, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 2SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.08, N = 3SE +/- 4.06, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.80, N = 3SE +/- 0.21, N = 385.73138.70191.43213.13335.47252.0070.80129.70152.30238.40217.70391.50179.7080.90180.70362.801. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58050100150200250Min: 44.6 / Avg: 91.7 / Max: 98.4Min: 77.6 / Avg: 112.65 / Max: 130.4Min: 50.4 / Avg: 132.24 / Max: 154.3Min: 99.7 / Avg: 126.93 / Max: 164.8Min: 213.3 / Avg: 215.1 / Max: 216.9Min: 149 / Avg: 212.7 / Max: 266.1Min: 53 / Avg: 112.52 / Max: 126.6Min: 86.1 / Avg: 140.75 / Max: 165.4Min: 102 / Avg: 140.4 / Max: 165.1Min: 63.5 / Avg: 169.7 / Max: 225.2Min: 208.1 / Avg: 219.88 / Max: 227.1Min: 111.7 / Avg: 167.53 / Max: 194.9Min: 67.2 / Avg: 149.58 / Max: 172.7Min: 61.8 / Avg: 94.24 / Max: 99.4Min: 61.5 / Avg: 128.3 / Max: 177.9

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.40280.80561.20841.61122.0141.041.351.551.791.280.721.021.171.570.560.741.060.991.24

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE70140210280350SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 1.03, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 2SE +/- 0.05, N = 2SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 2.42, N = 3SE +/- 0.00, N = 3SE +/- 0.41, N = 3SE +/- 0.10, N = 395.00151.60205.43227.20338.07271.6781.40143.55164.47266.17123.00123.30157.8793.50159.73154.201. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580306090120150Min: 79.6 / Avg: 86.2 / Max: 92.8Min: 68.9 / Avg: 80.05 / Max: 91.2Min: 91.5 / Avg: 111.55 / Max: 131.6Min: 130.6 / Avg: 146.5 / Max: 162.4Min: 58.3 / Avg: 105.5 / Max: 152.7Min: 85.8 / Avg: 108.05 / Max: 130.3Min: 98.7 / Avg: 125.25 / Max: 151.8Min: 56 / Avg: 80.3 / Max: 104.6Min: 134.4 / Avg: 142.1 / Max: 149.8Min: 109.8 / Avg: 132.4 / Max: 158.7Min: 63.1 / Avg: 86.03 / Max: 126.9Min: 72.7 / Avg: 93.3 / Max: 104.2Min: 50.6 / Avg: 72.03 / Max: 82.1Min: 62.2 / Avg: 78.77 / Max: 96.1

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE1428425670SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 2.80, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.34, N = 3SE +/- 0.27, N = 3SE +/- 0.75, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 341.8054.0358.9561.2663.6754.5947.6453.0354.9656.9120.9721.7612.0512.0811.9830.681. (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 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE6001200180024003000SE +/- 0.97, N = 3SE +/- 0.54, N = 3SE +/- 2.60, N = 3SE +/- 3.22, N = 3SE +/- 1.30, N = 3SE +/- 0.88, N = 3SE +/- 2.57, N = 3SE +/- 0.50, N = 3SE +/- 0.90, N = 3SE +/- 1.33, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3614.521366.842027.962662.4627.88968.93835.011220.801402.271717.511386.501140.24508.691227.3219.701. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE100200300400500SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.92, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3SE +/- 0.71, N = 3SE +/- 0.01, N = 3SE +/- 2.32, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 366.76152.16223.87295.346.39245.1192.74136.18159.86194.72440.85362.29164.00389.9712.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 1060GeForce GTX 780 TiGeForce GTX 980Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580163248648049.6331.1945.6358.6053.3730.6970.48

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE2K4K6K8K10KSE +/- 0.81, N = 3SE +/- 2.95, N = 3SE +/- 54.41, N = 3SE +/- 48.08, N = 3SE +/- 3.63, N = 3SE +/- 5.00, N = 3SE +/- 0.91, N = 3SE +/- 2.66, N = 3SE +/- 5.25, N = 3SE +/- 255.36, N = 3SE +/- 1.46, N = 3SE +/- 2.06, N = 3SE +/- 0.14, N = 3SE +/- 4.20, N = 3SE +/- 0.06, N = 32040.464389.156402.608493.4889.234263.712765.134125.244700.915563.696508.345450.062465.625863.7392.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 Ti0.23180.46360.69540.92721.1590.550.820.950.981.030.360.490.600.640.61

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 Ti4080120160200SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 349.7897.24132.79145.38186.7472.7758.3585.4597.38108.15

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: TriadGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE3691215SE +/- 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 = 3SE +/- 0.00, N = 3SE +/- 0.22, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 36.1211.9612.2012.3112.5112.3511.2411.9112.0312.2910.179.614.959.6811.821. (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 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58060120180240300Min: 116.8 / Avg: 117.17 / Max: 117.4Min: 82.3 / Avg: 132.4 / Max: 182.5Min: 130.1 / Avg: 172.7 / Max: 215.3Min: 168.7 / Avg: 174.7 / Max: 180.7Min: 98.4 / Avg: 109.4 / Max: 120.4Min: 104 / Avg: 105.7 / Max: 107.4Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 63.4 / Avg: 204.7 / Max: 346Min: 112.9 / Avg: 157.65 / Max: 202.4Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 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 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.247.3610.6114.2919.744.664.466.547.549.276.119.097.333.347.9616.001. (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 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE2004006008001000SE +/- 12.49, N = 3SE +/- 7.21, N = 3SE +/- 8.94, N = 3SE +/- 6.81, N = 3SE +/- 5.16, N = 3SE +/- 21.22, N = 3SE +/- 0.45, N = 3SE +/- 6.83, N = 3SE +/- 0.99, N = 3SE +/- 21.12, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.88, N = 3204.36322.16470.12597.69974.37429.87209.15382.02447.62693.44550.79462.35209.76498.10885.041. (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 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58050100150200250Min: 44.8 / Avg: 89.24 / Max: 101.5Min: 49.9 / Avg: 117.9 / Max: 137.8Min: 50.7 / Avg: 138.56 / Max: 159.1Min: 52.2 / Avg: 141.33 / Max: 169.7Min: 66.8 / Avg: 190.32 / Max: 229.1Min: 94.2 / Avg: 240.33 / Max: 287.5Min: 96.7 / Avg: 124.57 / Max: 141.9Min: 58 / Avg: 146.29 / Max: 167.8Min: 55.7 / Avg: 159.95 / Max: 185.7Min: 143.3 / Avg: 204.53 / Max: 231.7Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 167.4 / Avg: 178.62 / Max: 202Min: 69.5 / Avg: 134.82 / Max: 175Min: 51.3 / Avg: 83.15 / Max: 94.2Min: 62.8 / Avg: 129.51 / Max: 166.9

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.8281.6562.4843.3124.143.083.243.283.683.141.202.221.972.081.721.411.381.431.391.61

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE130260390520650SE +/- 1.17, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.88, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 1.03, N = 3SE +/- 0.74, N = 3SE +/- 1.41, N = 3SE +/- 0.89, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 1.01, N = 3274.91382.21454.47520.13596.82287.39277.11288.87332.11351.45253.64245.68193.43115.81207.97422.091. (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 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58060120180240300Min: 65.4 / Avg: 91.36 / Max: 114.7Min: 73.6 / Avg: 118.38 / Max: 167.3Min: 78.5 / Avg: 140.86 / Max: 210.3Min: 127.9 / Avg: 156.13 / Max: 262.7Min: 52.6 / Avg: 203.91 / Max: 304.8Min: 59.2 / Avg: 226.01 / Max: 336.8Min: 117.1 / Avg: 124.83 / Max: 188.6Min: 57.8 / Avg: 149.11 / Max: 234.2Min: 55.9 / Avg: 163.16 / Max: 251Min: 151.8 / Avg: 198.76 / Max: 304.5Min: 109.8 / Avg: 204.67 / Max: 296.3Min: 121.6 / Avg: 215.47 / Max: 344.8Min: 66.7 / Avg: 159.05 / Max: 205.4Min: 50.6 / Avg: 92.86 / Max: 123.4Min: 61.4 / Avg: 165.94 / Max: 235

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580153045607523.2740.8050.5960.5065.1021.8823.7229.2530.9631.2423.4033.1636.5528.3737.73

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE3K6K9K12K15KSE +/- 0.09, N = 3SE +/- 6.12, N = 3SE +/- 32.37, N = 3SE +/- 38.82, N = 3SE +/- 65.79, N = 3SE +/- 19.58, N = 3SE +/- 7.79, N = 3SE +/- 1.82, N = 3SE +/- 3.16, N = 3SE +/- 15.98, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.92, N = 3SE +/- 0.11, N = 3SE +/- 1.35, N = 3SE +/- 8.00, N = 32125.784829.997125.889446.7413274.174944.722960.494361.655051.896208.654790.317144.885812.642634.536260.4812653.801. (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: OpenCLGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.06080.12160.18240.24320.304SE +/- 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 +/- 0.00, 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 +/- 0.00, N = 30.230.190.190.180.180.250.250.220.210.220.150.130.130.270.17

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Masskrug - Acceleration: OpenCLGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5800.06080.12160.18240.24320.304SE +/- 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 = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 30.220.180.180.170.170.270.240.210.210.220.170.130.140.270.18

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 580Radeon Vega FE510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 318.184.663.783.673.1315.2419.3016.2615.234.193.853.424.166.914.083.78

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58050100150200250Min: 44.6 / Avg: 107.9 / Max: 115.3Min: 61.8 / Avg: 152.59 / Max: 156.6Min: 52.1 / Avg: 183.39 / Max: 188.4Min: 61.4 / Avg: 203.35 / Max: 209.7Min: 75.8 / Avg: 261.7 / Max: 278.5Min: 79.8 / Avg: 279.87 / Max: 294.8Min: 68.3 / Avg: 154.46 / Max: 158.8Min: 57.1 / Avg: 191.79 / Max: 197.1Min: 56.4 / Avg: 203.63 / Max: 213.1Min: 61 / Avg: 242.75 / Max: 254.4Min: 164 / Avg: 223.01 / Max: 246.2Min: 87.9 / Avg: 202.29 / Max: 248.6Min: 103.4 / Avg: 161.24 / Max: 183.2Min: 51.4 / Avg: 94.7 / Max: 102.8Min: 62.8 / Avg: 167.57 / Max: 197.1

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58036912159.4711.4212.4713.4013.504.287.328.608.628.824.546.766.645.377.27

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5808001600240032004000SE +/- 1.00, N = 3SE +/- 9.21, N = 3SE +/- 6.67, N = 3SE +/- 28.15, N = 3SE +/- 54.49, N = 3SE +/- 5.33, N = 3SE +/- 7.64, N = 3SE +/- 36.71, N = 3SE +/- 55.00, N = 3SE +/- 36.99, N = 3SE +/- 0.67, N = 3SE +/- 3.84, N = 3SE +/- 0.67, N = 3SE +/- 2.33, N = 3SE +/- 3.33, N = 310221742228627253532119911301649175621421013136710705091218

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 285Radeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 58060120180240300Min: 62.1 / Avg: 109.06 / Max: 119.8Min: 50 / Avg: 151.57 / Max: 157.1Min: 78.2 / Avg: 186.9 / Max: 196.9Min: 81.4 / Avg: 184.66 / Max: 189.3Min: 103.3 / Avg: 258.5 / Max: 265.6Min: 127.9 / Avg: 295.03 / Max: 310.7Min: 73.2 / Avg: 145.52 / Max: 149.6Min: 88.4 / Avg: 191.17 / Max: 194.5Min: 136.6 / Avg: 207.25 / Max: 212.8Min: 120.1 / Avg: 253.78 / Max: 259Min: 108.1 / Avg: 253.37 / Max: 262.7Min: 60.8 / Avg: 231.32 / Max: 244.7Min: 71.5 / Avg: 186.43 / Max: 197.7Min: 50.4 / Avg: 104.54 / Max: 107.3Min: 61.7 / Avg: 198.14 / Max: 205.1

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5802040608010060.2476.3586.6069.1976.0632.2542.2555.9957.7058.3641.0557.1253.0242.7452.49

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiRadeon R9 290Radeon R9 FuryRadeon RX 480Radeon RX 560Radeon RX 5804K8K12K16K20KSE +/- 15.33, N = 3SE +/- 38.33, N = 3SE +/- 3.84, N = 3SE +/- 51.02, N = 3SE +/- 13.57, N = 3SE +/- 21.08, N = 3SE +/- 20.00, N = 3SE +/- 26.67, N = 3SE +/- 118.82, N = 3SE +/- 3.00, N = 3SE +/- 66.33, N = 3SE +/- 3.67, N = 3SE +/- 8.69, N = 3SE +/- 3.33, N = 36569115721618612776196629516614810704119591481110400132129885446810400