Radeon ROCm vs. NVIDIA OpenCL August 2017

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

HTML result view exported from: https://openbenchmarking.org/result/1708103-TY-1708107TY43&sro&grs.

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 2017mixbench: Single Precisionclpeak: Double-Precision Doublemixbench: Double Precisionluxmark: GPU - Hotelshoc: OpenCL - Max SP Flopsdarktable: Boat - OpenCLclpeak: Integer Compute INTshoc: OpenCL - MD5 Hashclpeak: Single-Precision Floatcl-mem: Writeclpeak: Global Memory Bandwidthviennacl: OpenCL LU Factorizationshoc: OpenCL - Texture Read Bandwidthclpeak: Transfer Bandwidth enqueueWriteBuffershoc: OpenCL - FFT SPcl-mem: Copyluxmark: GPU - Luxball HDRcl-mem: Readfahbench: shoc: OpenCL - Triaddarktable: Server Room - OpenCLmixbench: Integerclpeak: Kernel Latencydarktable: Masskrug - OpenCLRadeon 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 FE599.0610134790.313.851595.416.114755.89217.70272.1720.97253.6430.33192.4010400123.000.156.670.175450.06364.04362.2910705812.644.161162.887.335737.62179.70209.3912.05193.4330.64462.35185.379885157.879.610.131140.245.860.142465.62164.50164.005092634.536.91524.703.342588.6680.9089.2512.08115.8130.38209.7681.03446893.504.950.27508.695.820.275863.73391.77389.9712186260.484.081251.637.966175.41180.70208.9611.98207.9730.38498.10183.4710400159.739.680.171227.325.630.186508.34447.26440.8513677144.883.421429.329.097068.81391.50431.2621.76245.6830.74550.79206.1313212123.3010.170.131386.505.940.134263.71246.21245.1111994944.7215.24961.134.663847.88252.00252.9854.59287.3912.36429.87237.109516271.6772.7712.350.25968.935.560.272765.1392.4492.7411302960.4919.30781.164.462429.1070.8081.1247.64277.1112.46209.1570.60614881.4058.3511.240.25835.013.880.244125.24137.56136.1816494361.6516.261128.646.543728.55129.70143.4153.03288.8712.49382.02125.2710704143.5585.4511.910.221220.804.050.214700.91159.68159.8617565051.8915.231296.117.544288.05152.30164.1054.96332.1112.48447.62142.6011959164.4797.3812.030.211402.274.070.215563.69195.67194.7221426208.654.191583.859.275292.12238.40263.3256.91351.4512.21693.44216.3714811266.17108.1512.290.221717.514.330.222040.4666.8866.7610222125.7818.18568.643.241937.0085.7392.4341.80274.916.44204.3687.5065699549.786.120.23614.523.820.224389.15150.41152.1617424829.994.661223.587.364157.55138.70146.2354.03382.2112.37322.16137.7011572151.6097.2411.960.191366.844.100.186402.60225.45223.8722867125.883.781631.0310.616359.20191.43196.3658.95454.4712.61470.12186.6316186205.43132.7912.200.192027.963.550.188493.48295.22295.3427259446.743.672349.8614.298249.62213.13218.1561.26520.1312.59597.69206.5312776227.20145.3812.310.182662.464.060.1789.23415.066.39353213274.173.133200.3019.7411780.26335.47329.4363.67596.8212.61974.37316.8019662338.07186.7412.510.1827.883.550.1792.7412.6612653.803.7816.00362.8030.68422.09885.04211.93154.2011.8219.70OpenBenchmarking.org

Mixbench

Benchmark: Single Precision

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

clpeak

OpenCL Test: Double-Precision Double

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

clpeak

System Power Consumption Monitor

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

Mixbench

Benchmark: Double Precision

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

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

LuxMark

System Power Consumption Monitor

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

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 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

LuxMark

System Power Consumption Monitor

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

Darktable

Test: Boat - Acceleration: OpenCL

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

clpeak

OpenCL Test: Integer Compute INT

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGeForce GTX 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

clpeak

OpenCL Test: Single-Precision Float

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

cl-mem

System Power Consumption Monitor

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

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

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

cl-mem

Benchmark: Write

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

clpeak

OpenCL Test: Global Memory Bandwidth

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

ViennaCL

OpenCL LU Factorization

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

cl-mem

System Power Consumption Monitor

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

cl-mem

System Power Consumption Monitor

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGeForce GTX 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

clpeak

System Power Consumption Monitor

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

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

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

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGeForce GTX 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

cl-mem

Benchmark: Copy

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

clpeak

OpenCL Test: Double-Precision Double

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

cl-mem

Benchmark: Read

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

cl-mem

Benchmark: Write

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

FAHBench

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

clpeak

System Power Consumption Monitor

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

ViennaCL

System Power Consumption Monitor

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

cl-mem

Benchmark: Read

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

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

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

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

cl-mem

Benchmark: Copy

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

Mixbench

Benchmark: Single Precision

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

Darktable

Test: Server Room - Acceleration: OpenCL

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

Mixbench

Benchmark: Integer

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

clpeak

OpenCL Test: Kernel Latency

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

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

Darktable

Test: Masskrug - Acceleration: OpenCL

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

Phoronix Test Suite v10.8.5