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/1708107-TY-OPENCLVEG85&grt&sro&rro.

Radeon ROCm vs. NVIDIA OpenCL August 2017ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionOpenCLRadeon R9 285Radeon R9 290Radeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiIntel Core i7-7740K @ 4.50GHz (8 Cores)ASUS PRIME X299-AIntel Device 591f16384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBXFX AMD TONGA 2048MBRealtek GenericAcer B286HKIntel ConnectionUbuntu 16.044.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)Unity 7.4.0modesetting 1.19.34.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0)1.0.42GCC 5.4.0 20160609ext43840x2160XFX AMD HAWAII 4096MBOpenCL 2.0 AMD-APP (2450.0)AMD POLARIS10 8192MBamdgpu 1.3.0AMD POLARIS11 4096MBMSI AMD POLARIS10 8192MBmodesetting 1.19.3Sapphire AMD FIJI 4096MBNVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)Realtek ALC12204.13.0-999-generic (x86_64) 20170730NVIDIA 384.594.5.0OpenCL 1.2 CUDA 9.0.130eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- Scaling Governor: intel_pstate performanceOpenCL Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 1050: GPU Compute Cores: 640- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1080 Ti: GPU Compute Cores: 3584System Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 1050: GPU Compute Cores: 640.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1080 Ti: GPU Compute Cores: 3584.

Radeon ROCm vs. NVIDIA OpenCL August 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 FactorizationRadeon 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 Ti123.00217.70192.40272.174755.89599.061595.4130.336.673.850.170.151040010134790.31253.646.1120.97157.87179.70185.37209.395737.62364.041162.8830.645.864.160.140.13988510705450.06362.291140.245812.64193.43462.357.339.6112.0593.5080.9081.0389.252588.66164.50524.7030.385.826.910.270.2744685092465.62164.00508.692634.53115.81209.763.344.9512.08159.73180.70183.47208.966175.41391.771251.6330.385.634.080.180.171040012185863.73389.971227.326260.48207.97498.107.969.6811.98123.30391.50206.13431.267068.81447.261429.3230.745.943.420.130.131321213676508.34440.851386.507144.88245.68550.799.0910.1721.76271.67252.00237.10252.983847.88246.21961.1312.365.5615.240.270.2572.77951611994263.71245.11968.934944.72287.39429.874.6612.3554.5981.4070.8070.6081.122429.1092.44781.1612.463.8819.300.240.2558.35614811302765.1392.74835.012960.49277.11209.154.4611.2447.64143.55129.70125.27143.413728.55137.561128.6412.494.0516.260.210.2285.451070416494125.24136.181220.804361.65288.87382.026.5411.9153.03164.47152.30142.60164.104288.05159.681296.1112.484.0715.230.210.2197.381195917564700.91159.861402.275051.89332.11447.627.5412.0354.96266.17238.40216.37263.325292.12195.671583.8512.214.334.190.220.22108.151481121425563.69194.721717.516208.65351.45693.449.2712.2956.919585.7387.5092.431937.0066.88568.646.443.8218.180.220.2349.78656910222040.4666.76614.522125.78274.91204.363.246.1241.80151.60138.70137.70146.234157.55150.411223.5812.374.104.660.180.1997.241157217424389.15152.161366.844829.99382.21322.167.3611.9654.03205.43191.43186.63196.366359.20225.451631.0312.613.553.780.180.19132.791618622866402.60223.872027.967125.88454.47470.1210.6112.2058.95227.20213.13206.53218.158249.62295.222349.8612.594.063.670.170.18145.381277627258493.48295.342662.469446.74520.13597.6914.2912.3161.26338.07335.47316.80329.4311780.26415.063200.3012.613.553.130.170.18186.7419662353289.236.3927.8813274.17596.82974.3719.7412.5163.67OpenBenchmarking.org

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105070140210280350SE +/- 0.41, N = 3SE +/- 0.00, N = 3SE +/- 2.42, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 2SE +/- 0.00, N = 2SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 1.03, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3159.7393.50157.87123.30123.00266.17164.47143.5581.40271.67338.07227.20205.43151.6095.001. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

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

cl-mem

System Power Consumption Monitor

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

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105080160240320400SE +/- 0.80, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 4.06, N = 3SE +/- 1.08, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 2SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.87, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 3180.7080.90179.70391.50217.70238.40152.30129.7070.80252.00335.47213.13191.43138.7085.731. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

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

cl-mem

System Power Consumption Monitor

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

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105070140210280350SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.48, N = 3SE +/- 0.64, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 2SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.84, N = 3SE +/- 0.03, N = 3SE +/- 0.40, N = 3SE +/- 0.15, N = 3183.4781.03185.37206.13192.40216.37142.60125.2770.60237.10316.80206.53186.63137.7087.501. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

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

cl-mem

System Power Consumption Monitor

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

clpeak

OpenCL Test: Global Memory Bandwidth

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

clpeak

OpenCL Test: Single-Precision Float

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

clpeak

OpenCL Test: Double-Precision Double

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

clpeak

OpenCL Test: Double-Precision Double

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

clpeak

System Power Consumption Monitor

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

clpeak

OpenCL Test: Integer Compute INT

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

clpeak

System Power Consumption Monitor

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

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

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

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

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

clpeak

System Power Consumption Monitor

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

clpeak

OpenCL Test: Kernel Latency

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.36, N = 3SE +/- 0.01, N = 35.635.825.865.946.674.334.074.053.885.563.554.063.554.103.82

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.086.914.163.423.854.1915.2316.2619.3015.243.133.673.784.6618.18

Darktable

Test: Masskrug - Acceleration: OpenCL

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

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Server Room - Acceleration: OpenCLRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.06080.12160.18240.24320.304SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.170.270.130.130.150.220.210.220.250.250.180.180.190.190.23

FAHBench

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

FAHBench

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

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

LuxMark

System Power Consumption Monitor

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

LuxMark

OpenCL Device: GPU - Scene: Hotel

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

LuxMark

System Power Consumption Monitor

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

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10502K4K6K8K10KSE +/- 4.20, N = 3SE +/- 0.14, N = 3SE +/- 2.06, N = 3SE +/- 1.46, N = 3SE +/- 255.36, N = 3SE +/- 5.25, N = 3SE +/- 2.66, N = 3SE +/- 0.91, N = 3SE +/- 5.00, N = 3SE +/- 3.63, N = 3SE +/- 48.08, N = 3SE +/- 54.41, N = 3SE +/- 2.95, N = 3SE +/- 0.81, N = 35863.732465.625450.066508.345563.694700.914125.242765.134263.7189.238493.486402.604389.152040.461. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Single Precision

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

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050100200300400500SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.32, N = 3SE +/- 0.01, N = 3SE +/- 0.71, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.92, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3389.97164.00362.29440.85194.72159.86136.1892.74245.116.39295.34223.87152.1666.761. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10506001200180024003000SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 1.33, N = 3SE +/- 0.90, N = 3SE +/- 0.50, N = 3SE +/- 2.57, N = 3SE +/- 0.88, N = 3SE +/- 1.30, N = 3SE +/- 3.22, N = 3SE +/- 2.60, N = 3SE +/- 0.54, N = 3SE +/- 0.97, N = 31227.32508.691140.241386.501717.511402.271220.80835.01968.9327.882662.462027.961366.84614.521. (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 FlopsRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10503K6K9K12K15KSE +/- 1.35, N = 3SE +/- 0.11, N = 3SE +/- 1.92, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 15.98, N = 3SE +/- 3.16, N = 3SE +/- 1.82, N = 3SE +/- 7.79, N = 3SE +/- 19.58, N = 3SE +/- 65.79, N = 3SE +/- 38.82, N = 3SE +/- 32.37, N = 3SE +/- 6.12, N = 3SE +/- 0.09, N = 36260.482634.535812.647144.884790.316208.655051.894361.652960.494944.7213274.179446.747125.884829.992125.781. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 FlopsRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050153045607537.7328.3736.5533.1623.4031.2430.9629.2523.7221.8865.1060.5050.5940.8023.27

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

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

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 BandwidthRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050130260390520650SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.89, N = 3SE +/- 1.41, N = 3SE +/- 0.74, N = 3SE +/- 1.03, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 0.88, N = 3SE +/- 0.27, N = 3SE +/- 0.59, N = 3SE +/- 1.17, N = 3207.97115.81193.43245.68253.64351.45332.11288.87277.11287.39596.82520.13454.47382.21274.911. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 BandwidthRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10500.8281.6562.4843.3124.141.611.391.431.381.411.722.081.972.221.203.143.683.283.243.08

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105050100150200250Min: 62.8 / Avg: 129.51 / Max: 166.9Min: 51.3 / Avg: 83.15 / Max: 94.2Min: 69.5 / Avg: 134.82 / Max: 175Min: 167.4 / Avg: 178.62 / Max: 202Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 143.3 / Avg: 204.53 / Max: 231.7Min: 55.7 / Avg: 159.95 / Max: 185.7Min: 58 / Avg: 146.29 / Max: 167.8Min: 96.7 / Avg: 124.57 / Max: 141.9Min: 94.2 / Avg: 240.33 / Max: 287.5Min: 66.8 / Avg: 190.32 / Max: 229.1Min: 52.2 / Avg: 141.33 / Max: 169.7Min: 50.7 / Avg: 138.56 / Max: 159.1Min: 49.9 / Avg: 117.9 / Max: 137.8Min: 44.8 / Avg: 89.24 / Max: 101.5

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10502004006008001000SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 21.12, N = 3SE +/- 0.99, N = 3SE +/- 6.83, N = 3SE +/- 0.45, N = 3SE +/- 21.22, N = 3SE +/- 5.16, N = 3SE +/- 6.81, N = 3SE +/- 8.94, N = 3SE +/- 7.21, N = 3SE +/- 12.49, N = 3498.10209.76462.35550.79693.44447.62382.02209.15429.87974.37597.69470.12322.16204.361. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 37.963.347.339.096.119.277.546.544.464.6619.7414.2910.617.363.241. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 105060120180240300Min: 61.6 / Avg: 65.85 / Max: 70.1Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 112.9 / Avg: 157.65 / Max: 202.4Min: 63.4 / Avg: 204.7 / Max: 346Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 104 / Avg: 105.7 / Max: 107.4Min: 98.4 / Avg: 109.4 / Max: 120.4Min: 168.7 / Avg: 174.7 / Max: 180.7Min: 130.1 / Avg: 172.7 / Max: 215.3Min: 82.3 / Avg: 132.4 / Max: 182.5Min: 116.8 / Avg: 117.17 / Max: 117.4

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10503691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 39.684.959.6110.1712.2912.0311.9111.2412.3512.5112.3112.2011.966.121. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRadeon RX 580Radeon RX 560Radeon RX 480Radeon R9 FuryRadeon R9 290GeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 780 TiGeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 10501428425670SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.75, N = 3SE +/- 0.27, N = 3SE +/- 0.34, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 2.80, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 311.9812.0812.0521.7620.9756.9154.9653.0347.6454.5963.6761.2658.9554.0341.801. (CXX) g++ options: -rdynamic -lOpenCL

ViennaCL

System Power Consumption Monitor

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

Phoronix Test Suite v10.8.5