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&rdt&grt.

Radeon ROCm vs. NVIDIA OpenCL August 2017ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 285Radeon Vega FEIntel Core i7-7740K @ 4.50GHz (8 Cores)ASUS PRIME X299-AIntel Device 591f16384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBNVIDIA GeForce GTX 980 4096MB (1126/3505MHz)Realtek ALC1220Intel ConnectionUbuntu 16.044.13.0-999-generic (x86_64) 20170730Unity 7.4.0NVIDIA 384.594.5.0OpenCL 1.2 CUDA 9.0.1301.0.42GCC 5.4.0 20160609ext43840x2160NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz)Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz)NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)XFX AMD HAWAII 4096MBRealtek GenericAcer B286HK4.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)modesetting 1.19.34.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0)OpenCL 2.0 AMD-APP (2450.0)Sapphire AMD FIJI 4096MBMSI AMD POLARIS10 8192MBAMD POLARIS11 4096MBamdgpu 1.3.0AMD POLARIS10 8192MBXFX AMD TONGA 2048MBmodesetting 1.19.3AMD Ryzen 5 1600 Six-Core @ 3.20GHz (12 Cores)Gigabyte AB350M-D3H-CFAMD Device 1450Samsung SSD 960 EVO 500GBamdgpudrmfbAMD Device aaf8HP 27erRealtek RTL8111/8168/8411OpenCL 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- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: 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 1050: Scaling Governor: intel_pstate performance- GeForce GTX 1080 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 780 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- Radeon R9 290: Scaling Governor: intel_pstate performance- Radeon R9 Fury: Scaling Governor: intel_pstate performance- Radeon RX 580: Scaling Governor: intel_pstate performance- Radeon RX 560: Scaling Governor: intel_pstate performance- Radeon RX 480: Scaling Governor: intel_pstate performance- Radeon R9 285: Scaling Governor: intel_pstate performance- Radeon Vega FE: Scaling Governor: acpi-cpufreq ondemandOpenCL Details- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1050: GPU Compute Cores: 640- GeForce GTX 1080 Ti: GPU Compute Cores: 3584- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 960: GPU Compute Cores: 1024System Details- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1050: GPU Compute Cores: 640.- GeForce GTX 1080 Ti: GPU Compute Cores: 3584.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 960: GPU Compute Cores: 1024.

Radeon ROCm vs. NVIDIA OpenCL August 2017cl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Kernel Latencydarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLfahbench: luxmark: GPU - Luxball HDRluxmark: GPU - Hotelmixbench: Single Precisionmixbench: Double Precisionmixbench: Integershoc: OpenCL - Max SP Flopsshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Triadviennacl: OpenCL LU FactorizationGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 285Radeon Vega FE164.47152.30142.60164.104288.05159.681296.1112.484.0715.230.210.2197.381195917564700.91159.861402.275051.89332.11447.627.5412.0354.96266.17238.40216.37263.325292.12195.671583.8512.214.334.190.220.22108.151481121425563.69194.721717.516208.65351.45693.449.2712.2956.91151.60138.70137.70146.234157.55150.411223.5812.374.104.660.180.1997.241157217424389.15152.161366.844829.99382.21322.167.3611.9654.03205.43191.43186.63196.366359.20225.451631.0312.613.553.780.180.19132.791618622866402.60223.872027.967125.88454.47470.1210.6112.2058.95227.20213.13206.53218.158249.62295.222349.8612.594.063.670.170.18145.381277627258493.48295.342662.469446.74520.13597.6914.2912.3161.269585.7387.5092.431937.0066.88568.646.443.8218.180.220.2349.78656910222040.4666.76614.522125.78274.91204.363.246.1241.80338.07335.47316.80329.4311780.26415.063200.3012.613.553.130.170.18186.7419662353289.236.3927.8813274.17596.82974.3719.7412.5163.67271.67252.00237.10252.983847.88246.21961.1312.365.5615.240.270.2572.77951611994263.71245.11968.934944.72287.39429.874.6612.3554.59143.55129.70125.27143.413728.55137.561128.6412.494.0516.260.210.2285.451070416494125.24136.181220.804361.65288.87382.026.5411.9153.0381.4070.8070.6081.122429.1092.44781.1612.463.8819.300.240.2558.35614811302765.1392.74835.012960.49277.11209.154.4611.2447.64123.00217.70192.40272.174755.89599.061595.4130.336.673.850.170.151040010134790.31253.646.1120.97123.30391.50206.13431.267068.81447.261429.3230.745.943.420.130.131321213676508.34440.851386.507144.88245.68550.799.0910.1721.76159.73180.70183.47208.966175.41391.771251.6330.385.634.080.180.171040012185863.73389.971227.326260.48207.97498.107.969.6811.9893.5080.9081.0389.252588.66164.50524.7030.385.826.910.270.2744685092465.62164.00508.692634.53115.81209.763.344.9512.08157.87179.70185.37209.395737.62364.041162.8830.645.864.160.140.13988510705450.06362.291140.245812.64193.43462.357.339.6112.05154.20362.80211.933.7892.7412.6619.7012653.80422.09885.0416.0011.8230.68OpenBenchmarking.org

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE70140210280350SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 1.03, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 2SE +/- 0.00, N = 2SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 0.41, N = 3SE +/- 0.00, N = 3SE +/- 2.42, N = 3SE +/- 0.10, N = 3164.47266.17151.60205.43227.2095.00338.07271.67143.5581.40123.00123.30159.7393.50157.87154.201. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.40280.80561.20841.61122.0141.171.571.351.551.791.041.281.020.720.560.741.240.991.06

cl-mem

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48050100150200250Min: 102 / Avg: 140.4 / Max: 165.1Min: 63.5 / Avg: 169.7 / Max: 225.2Min: 77.6 / Avg: 112.65 / Max: 130.4Min: 50.4 / Avg: 132.24 / Max: 154.3Min: 99.7 / Avg: 126.93 / Max: 164.8Min: 44.6 / Avg: 91.7 / Max: 98.4Min: 213.3 / Avg: 215.1 / Max: 216.9Min: 149 / Avg: 212.7 / Max: 266.1Min: 86.1 / Avg: 140.75 / Max: 165.4Min: 53 / Avg: 112.52 / Max: 126.6Min: 208.1 / Avg: 219.88 / Max: 227.1Min: 111.7 / Avg: 167.53 / Max: 194.9Min: 61.5 / Avg: 128.3 / Max: 177.9Min: 61.8 / Avg: 94.24 / Max: 99.4Min: 67.2 / Avg: 149.58 / Max: 172.7

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE80160240320400SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.87, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 2SE +/- 1.08, N = 3SE +/- 4.06, N = 3SE +/- 0.80, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3152.30238.40138.70191.43213.1385.73335.47252.00129.7070.80217.70391.50180.7080.90179.70362.801. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.54231.08461.62692.16922.71151.111.141.101.431.380.972.051.080.810.591.122.411.340.911.07

cl-mem

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48050100150200250Min: 55.9 / Avg: 137.83 / Max: 165.7Min: 164 / Avg: 209.78 / Max: 231Min: 113.9 / Avg: 126.18 / Max: 129.8Min: 50.8 / Avg: 133.6 / Max: 156.7Min: 120.4 / Avg: 154.88 / Max: 168.9Min: 51 / Avg: 88.33 / Max: 98.2Min: 131.4 / Avg: 163.5 / Max: 225.5Min: 205.2 / Avg: 232.33 / Max: 267.5Min: 145.8 / Avg: 161.02 / Max: 165.8Min: 75.2 / Avg: 119.81 / Max: 126.4Min: 110.3 / Avg: 194.92 / Max: 227.7Min: 63.2 / Avg: 162.7 / Max: 196.7Min: 61.6 / Avg: 134.4 / Max: 178.4Min: 50.7 / Avg: 89.22 / Max: 99.8Min: 158.5 / Avg: 168.35 / Max: 173.8

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE70140210280350SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.84, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 2SE +/- 0.64, N = 3SE +/- 0.48, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.32, N = 3142.60216.37137.70186.63206.5387.50316.80237.10125.2770.60192.40206.13183.4781.03185.37211.931. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.3240.6480.9721.2961.620.911.041.071.391.440.901.220.880.601.111.281.110.891.35

cl-mem

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48050100150200250Min: 110.7 / Avg: 156.45 / Max: 166Min: 136.5 / Avg: 208.38 / Max: 235Min: 123.2 / Avg: 128.26 / Max: 130.1Min: 51.8 / Avg: 133.92 / Max: 156.5Min: 99.9 / Avg: 143.28 / Max: 167.2Min: 97.2 / Avg: 97.62 / Max: 98.3Min: 215.6 / Avg: 216.75 / Max: 217.9Min: 59.1 / Avg: 193.83 / Max: 264Min: 57.9 / Avg: 143.07 / Max: 165.3Min: 75.3 / Avg: 117.34 / Max: 125.9Min: 110.7 / Avg: 173.45 / Max: 211.5Min: 63.6 / Avg: 161.35 / Max: 231Min: 126.3 / Avg: 165.33 / Max: 179.6Min: 51.1 / Avg: 91.53 / Max: 100.1Min: 73.8 / Avg: 137.13 / Max: 171.7

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48090180270360450SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.15, N = 3SE +/- 3.85, N = 3SE +/- 0.18, N = 3SE +/- 0.82, N = 3SE +/- 10.22, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.90, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3164.10263.32146.23196.36218.1592.43329.43252.98143.4181.12272.17431.26208.9689.25209.39

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4803K6K9K12K15KSE +/- 0.64, N = 3SE +/- 13.41, N = 3SE +/- 74.08, N = 3SE +/- 0.57, N = 3SE +/- 157.37, N = 3SE +/- 0.29, N = 3SE +/- 0.82, N = 3SE +/- 0.62, N = 3SE +/- 0.43, N = 3SE +/- 70.89, N = 3SE +/- 0.30, N = 3SE +/- 0.51, N = 3SE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 34288.055292.124157.556359.208249.621937.0011780.263847.883728.552429.104755.897068.816175.412588.665737.62

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480130260390520650SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.30, N = 3SE +/- 1.12, N = 3SE +/- 0.76, N = 3SE +/- 0.08, N = 3SE +/- 1.65, N = 3SE +/- 0.29, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3159.68195.67150.41225.45295.2266.88415.06246.21137.5692.44599.06447.26391.77164.50364.04

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.75381.50762.26143.01523.7691.051.031.421.632.040.782.311.121.030.763.352.522.831.872.59

clpeak

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4804080120160200Min: 57 / Avg: 152.7 / Max: 162.3Min: 139.5 / Avg: 189.78 / Max: 196.9Min: 49.1 / Avg: 105.58 / Max: 118Min: 133.6 / Avg: 138.18 / Max: 139.4Min: 52.7 / Avg: 144.57 / Max: 160.3Min: 44.7 / Avg: 85.97 / Max: 90.4Min: 57.5 / Avg: 179.46 / Max: 201.8Min: 220.2 / Avg: 220.42 / Max: 221Min: 61.8 / Avg: 134.1 / Max: 144.6Min: 85.3 / Avg: 121.06 / Max: 124.6Min: 110.3 / Avg: 178.68 / Max: 199.3Min: 63.9 / Avg: 177.34 / Max: 225.5Min: 95.5 / Avg: 138.34 / Max: 170Min: 51 / Avg: 87.81 / Max: 93.9Min: 73.8 / Avg: 140.82 / Max: 162.3

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4807001400210028003500SE +/- 0.62, N = 3SE +/- 16.78, N = 3SE +/- 52.05, N = 3SE +/- 19.23, N = 3SE +/- 29.30, N = 3SE +/- 15.64, N = 3SE +/- 117.22, N = 3SE +/- 17.95, N = 3SE +/- 22.00, N = 3SE +/- 6.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 31296.111583.851223.581631.032349.86568.643200.30961.131128.64781.161595.411429.321251.63524.701162.88

clpeak

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48060120180240300Min: 254.1 / Avg: 254.4 / Max: 254.7Min: 63.5 / Avg: 152.7 / Max: 241.9Min: 50.7 / Avg: 88 / Max: 125.3Min: 51.8 / Avg: 159 / Max: 266.2Min: 44.6 / Avg: 55.5 / Max: 66.4Min: 59.7 / Avg: 109 / Max: 158.3Min: 82.9 / Avg: 130.65 / Max: 178.4Min: 53.3 / Avg: 128.25 / Max: 203.2Min: 158.9 / Avg: 196.69 / Max: 311.4Min: 91.2 / Avg: 171.7 / Max: 293.2Min: 62.1 / Avg: 135.37 / Max: 215.7Min: 57.7 / Avg: 83.39 / Max: 110.6Min: 74.5 / Avg: 139.09 / Max: 198.1

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480714212835SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 312.4812.2112.3712.6112.596.4412.6112.3612.4912.4630.3330.7430.3830.3830.64

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 970Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.08780.17560.26340.35120.4390.110.080.130.110.110.080.080.120.180.290.320.390.31

clpeak

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480306090120150Min: 90.6 / Avg: 117.27 / Max: 130.7Min: 134.8 / Avg: 156.02 / Max: 164.4Min: 75.5 / Avg: 92.25 / Max: 105.6Min: 103.2 / Avg: 114.13 / Max: 119.3Min: 99 / Avg: 118.32 / Max: 126.1Min: 65.2 / Avg: 76.8 / Max: 89.4Min: 149.6 / Avg: 155.28 / Max: 157.1Min: 170.7 / Avg: 175.55 / Max: 180.4Min: 97.8 / Avg: 103.53 / Max: 108Min: 146.4 / Avg: 167.81 / Max: 175Min: 63.2 / Avg: 106.3 / Max: 120.3Min: 61.8 / Avg: 95.67 / Max: 107Min: 51.2 / Avg: 76.94 / Max: 84.1Min: 76 / Avg: 99.48 / Max: 105.5

clpeak

OpenCL Test: Kernel Latency

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480246810SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.074.334.103.554.063.823.555.564.053.886.675.945.635.825.86

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE510152025SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 315.234.194.663.783.6718.183.1315.2416.2619.303.853.424.086.914.163.78

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Masskrug - Acceleration: OpenCLGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.06080.12160.18240.24320.304SE +/- 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.210.220.180.180.170.220.170.270.210.240.170.130.180.270.14

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Server Room - Acceleration: OpenCLGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.06080.12160.18240.24320.304SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 30.210.220.190.190.180.230.180.250.220.250.150.130.170.270.13

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 9604080120160200SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 397.38108.1597.24132.79145.3849.78186.7472.7785.4558.35

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 9600.23180.46360.69540.92721.1590.640.610.820.950.980.551.030.360.600.49

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4804K8K12K16K20KSE +/- 26.67, N = 3SE +/- 118.82, N = 3SE +/- 38.33, N = 3SE +/- 3.84, N = 3SE +/- 51.02, N = 3SE +/- 15.33, N = 3SE +/- 13.57, N = 3SE +/- 21.08, N = 3SE +/- 20.00, N = 3SE +/- 3.00, N = 3SE +/- 66.33, N = 3SE +/- 3.33, N = 3SE +/- 8.69, N = 3SE +/- 3.67, N = 31195914811115721618612776656919662951610704614810400132121040044689885

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4802040608010057.7058.3676.3586.6069.1960.2476.0632.2555.9942.2541.0557.1252.4942.7453.02

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 28560120180240300Min: 136.6 / Avg: 207.25 / Max: 212.8Min: 120.1 / Avg: 253.78 / Max: 259Min: 50 / Avg: 151.57 / Max: 157.1Min: 78.2 / Avg: 186.9 / Max: 196.9Min: 81.4 / Avg: 184.66 / Max: 189.3Min: 62.1 / Avg: 109.06 / Max: 119.8Min: 103.3 / Avg: 258.5 / Max: 265.6Min: 127.9 / Avg: 295.03 / Max: 310.7Min: 88.4 / Avg: 191.17 / Max: 194.5Min: 73.2 / Avg: 145.52 / Max: 149.6Min: 108.1 / Avg: 253.37 / Max: 262.7Min: 60.8 / Avg: 231.32 / Max: 244.7Min: 61.7 / Avg: 198.14 / Max: 205.1Min: 50.4 / Avg: 104.54 / Max: 107.3Min: 71.5 / Avg: 186.43 / Max: 197.7

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4808001600240032004000SE +/- 55.00, N = 3SE +/- 36.99, N = 3SE +/- 9.21, N = 3SE +/- 6.67, N = 3SE +/- 28.15, N = 3SE +/- 1.00, N = 3SE +/- 54.49, N = 3SE +/- 5.33, N = 3SE +/- 36.71, N = 3SE +/- 7.64, N = 3SE +/- 0.67, N = 3SE +/- 3.84, N = 3SE +/- 3.33, N = 3SE +/- 2.33, N = 3SE +/- 0.67, N = 317562142174222862725102235321199164911301013136712185091070

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48036912158.628.8211.4212.4713.409.4713.504.288.607.324.546.767.275.376.64

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 28550100150200250Min: 56.4 / Avg: 203.63 / Max: 213.1Min: 61 / Avg: 242.75 / Max: 254.4Min: 61.8 / Avg: 152.59 / Max: 156.6Min: 52.1 / Avg: 183.39 / Max: 188.4Min: 61.4 / Avg: 203.35 / Max: 209.7Min: 44.6 / Avg: 107.9 / Max: 115.3Min: 75.8 / Avg: 261.7 / Max: 278.5Min: 79.8 / Avg: 279.87 / Max: 294.8Min: 57.1 / Avg: 191.79 / Max: 197.1Min: 68.3 / Avg: 154.46 / Max: 158.8Min: 164 / Avg: 223.01 / Max: 246.2Min: 87.9 / Avg: 202.29 / Max: 248.6Min: 62.8 / Avg: 167.57 / Max: 197.1Min: 51.4 / Avg: 94.7 / Max: 102.8Min: 103.4 / Avg: 161.24 / Max: 183.2

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE2K4K6K8K10KSE +/- 5.25, N = 3SE +/- 255.36, N = 3SE +/- 2.95, N = 3SE +/- 54.41, N = 3SE +/- 48.08, N = 3SE +/- 0.81, N = 3SE +/- 3.63, N = 3SE +/- 5.00, N = 3SE +/- 2.66, N = 3SE +/- 0.91, N = 3SE +/- 1.46, N = 3SE +/- 4.20, N = 3SE +/- 0.14, N = 3SE +/- 2.06, N = 3SE +/- 0.06, N = 34700.915563.694389.156402.608493.482040.4689.234263.714125.242765.136508.345863.732465.625450.0692.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGeForce GTX 980GeForce GTX 1060GeForce GTX 780 TiRadeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480163248648045.6349.6331.1958.6070.4830.6953.37

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE100200300400500SE +/- 0.01, N = 3SE +/- 2.32, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.92, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.71, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3159.86194.72152.16223.87295.3466.766.39245.11136.1892.74440.85389.97164.00362.2912.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE6001200180024003000SE +/- 0.90, N = 3SE +/- 1.33, N = 3SE +/- 0.54, N = 3SE +/- 2.60, N = 3SE +/- 3.22, N = 3SE +/- 0.97, N = 3SE +/- 1.30, N = 3SE +/- 0.88, N = 3SE +/- 0.50, N = 3SE +/- 2.57, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 31402.271717.511366.842027.962662.46614.5227.88968.931220.80835.011386.501227.32508.691140.2419.701. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE3K6K9K12K15KSE +/- 3.16, N = 3SE +/- 15.98, N = 3SE +/- 6.12, N = 3SE +/- 32.37, N = 3SE +/- 38.82, N = 3SE +/- 0.09, N = 3SE +/- 65.79, N = 3SE +/- 19.58, N = 3SE +/- 1.82, N = 3SE +/- 7.79, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 1.35, N = 3SE +/- 0.11, N = 3SE +/- 1.92, N = 3SE +/- 8.00, N = 35051.896208.654829.997125.889446.742125.7813274.174944.724361.652960.494790.317144.886260.482634.535812.6412653.801. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480153045607530.9631.2440.8050.5960.5023.2765.1021.8829.2523.7223.4033.1637.7328.3736.55

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48060120180240300Min: 55.9 / Avg: 163.16 / Max: 251Min: 151.8 / Avg: 198.76 / Max: 304.5Min: 73.6 / Avg: 118.38 / Max: 167.3Min: 78.5 / Avg: 140.86 / Max: 210.3Min: 127.9 / Avg: 156.13 / Max: 262.7Min: 65.4 / Avg: 91.36 / Max: 114.7Min: 52.6 / Avg: 203.91 / Max: 304.8Min: 59.2 / Avg: 226.01 / Max: 336.8Min: 57.8 / Avg: 149.11 / Max: 234.2Min: 117.1 / Avg: 124.83 / Max: 188.6Min: 109.8 / Avg: 204.67 / Max: 296.3Min: 121.6 / Avg: 215.47 / Max: 344.8Min: 61.4 / Avg: 165.94 / Max: 235Min: 50.6 / Avg: 92.86 / Max: 123.4Min: 66.7 / Avg: 159.05 / Max: 205.4

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE130260390520650SE +/- 1.03, N = 3SE +/- 0.74, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.88, N = 3SE +/- 1.17, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 1.41, N = 3SE +/- 0.89, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 1.01, N = 3332.11351.45382.21454.47520.13274.91596.82287.39288.87277.11253.64245.68207.97115.81193.43422.091. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 4800.8281.6562.4843.3124.142.081.723.243.283.683.083.141.201.972.221.411.381.611.391.43

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48050100150200250Min: 55.7 / Avg: 159.95 / Max: 185.7Min: 143.3 / Avg: 204.53 / Max: 231.7Min: 49.9 / Avg: 117.9 / Max: 137.8Min: 50.7 / Avg: 138.56 / Max: 159.1Min: 52.2 / Avg: 141.33 / Max: 169.7Min: 44.8 / Avg: 89.24 / Max: 101.5Min: 66.8 / Avg: 190.32 / Max: 229.1Min: 94.2 / Avg: 240.33 / Max: 287.5Min: 58 / Avg: 146.29 / Max: 167.8Min: 96.7 / Avg: 124.57 / Max: 141.9Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 167.4 / Avg: 178.62 / Max: 202Min: 62.8 / Avg: 129.51 / Max: 166.9Min: 51.3 / Avg: 83.15 / Max: 94.2Min: 69.5 / Avg: 134.82 / Max: 175

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE2004006008001000SE +/- 0.99, N = 3SE +/- 21.12, N = 3SE +/- 7.21, N = 3SE +/- 8.94, N = 3SE +/- 6.81, N = 3SE +/- 12.49, N = 3SE +/- 5.16, N = 3SE +/- 21.22, N = 3SE +/- 6.83, N = 3SE +/- 0.45, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.88, N = 3447.62693.44322.16470.12597.69204.36974.37429.87382.02209.15550.79498.10209.76462.35885.041. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, 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 = 37.549.277.3610.6114.293.2419.744.666.544.466.119.097.963.347.3316.001. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48060120180240300Min: 104 / Avg: 105.7 / Max: 107.4Min: 82.3 / Avg: 132.4 / Max: 182.5Min: 116.8 / Avg: 117.17 / Max: 117.4Min: 130.1 / Avg: 172.7 / Max: 215.3Min: 98.4 / Avg: 109.4 / Max: 120.4Min: 168.7 / Avg: 174.7 / Max: 180.7Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 63.4 / Avg: 204.7 / Max: 346Min: 61.6 / Avg: 65.85 / Max: 70.1Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 112.9 / Avg: 157.65 / Max: 202.4

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE3691215SE +/- 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 = 3SE +/- 0.22, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 312.0312.2911.9612.2012.316.1212.5112.3511.9111.2410.179.684.959.6111.821. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 48060120180240300Min: 54.8 / Avg: 152.53 / Max: 254.7Min: 60.5 / Avg: 188.98 / Max: 336.2Min: 48.3 / Avg: 116.84 / Max: 190.4Min: 47.8 / Avg: 138.1 / Max: 211.9Min: 48.9 / Avg: 149.85 / Max: 266.2Min: 44.2 / Avg: 92.91 / Max: 132Min: 51.8 / Avg: 191.22 / Max: 330.8Min: 57.6 / Avg: 202.67 / Max: 336.8Min: 55.7 / Avg: 145.83 / Max: 234.2Min: 52.1 / Avg: 123.58 / Max: 210.4Min: 108.1 / Avg: 170.72 / Max: 311.4Min: 60.8 / Avg: 177.77 / Max: 346Min: 61.1 / Avg: 144.94 / Max: 235Min: 50.2 / Avg: 92.38 / Max: 145.4Min: 66.5 / Avg: 142.76 / Max: 205.4

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480Radeon Vega FE1428425670SE +/- 0.03, N = 3SE +/- 0.34, N = 3SE +/- 0.37, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 2.80, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.75, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 354.9656.9154.0358.9561.2641.8063.6754.5953.0347.6420.9721.7611.9812.0812.0530.681. (CXX) g++ options: -rdynamic -lOpenCL

ViennaCL

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2System Power Consumption MonitorGeForce GTX 980GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1050GeForce GTX 1080 TiGeForce GTX 780 TiGeForce GTX 970GeForce GTX 960Radeon R9 290Radeon R9 FuryRadeon RX 580Radeon RX 560Radeon RX 480306090120150Min: 56 / Avg: 80.3 / Max: 104.6Min: 134.4 / Avg: 142.1 / Max: 149.8Min: 68.9 / Avg: 80.05 / Max: 91.2Min: 91.5 / Avg: 111.55 / Max: 131.6Min: 79.6 / Avg: 86.2 / Max: 92.8Min: 130.6 / Avg: 146.5 / Max: 162.4Min: 58.3 / Avg: 105.5 / Max: 152.7Min: 98.7 / Avg: 125.25 / Max: 151.8Min: 85.8 / Avg: 108.05 / Max: 130.3Min: 109.8 / Avg: 132.4 / Max: 158.7Min: 63.1 / Avg: 86.03 / Max: 126.9Min: 62.2 / Avg: 78.77 / Max: 96.1Min: 50.6 / Avg: 72.03 / Max: 82.1Min: 72.7 / Avg: 93.3 / Max: 104.2

Phoronix Test Suite v10.8.5