Radeon ROCm vs. NVIDIA OpenCL August 2017

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1708103-TY-1708107TY43
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
Radeon R9 285
August 08 2017
 
Radeon R9 290
August 08 2017
 
Radeon RX 480
August 08 2017
 
Radeon RX 560
August 08 2017
 
Radeon RX 580
August 08 2017
 
Radeon R9 Fury
August 08 2017
 
GeForce GTX 780 Ti
August 02 2017
 
GeForce GTX 960
August 06 2017
 
GeForce GTX 970
August 02 2017
 
GeForce GTX 980
August 01 2017
 
GeForce GTX 980 Ti
August 01 2017
 
GeForce GTX 1050
August 01 2017
 
GeForce GTX 1060
August 01 2017
 
GeForce GTX 1070
August 01 2017
 
GeForce GTX 1080
August 01 2017
 
GeForce GTX 1080 Ti
August 02 2017
 
Radeon Vega FE
August 10 2017
 
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Radeon ROCm vs. NVIDIA OpenCL August 2017ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionOpenCLRadeon R9 285Radeon R9 290Radeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 TiRadeon Vega FEIntel Core i7-7740K @ 4.50GHz (8 Cores)ASUS PRIME X299-AIntel Device 591f16384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBXFX AMD TONGA 2048MBRealtek GenericAcer B286HKIntel ConnectionUbuntu 16.044.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)Unity 7.4.0modesetting 1.19.34.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0)1.0.42GCC 5.4.0 20160609ext43840x2160XFX AMD HAWAII 4096MBOpenCL 2.0 AMD-APP (2450.0)AMD POLARIS10 8192MBamdgpu 1.3.0AMD POLARIS11 4096MBMSI AMD POLARIS10 8192MBmodesetting 1.19.3Sapphire AMD FIJI 4096MBNVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)Realtek ALC12204.13.0-999-generic (x86_64) 20170730NVIDIA 384.594.5.0OpenCL 1.2 CUDA 9.0.130eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz)AMD Ryzen 5 1600 Six-Core @ 3.20GHz (12 Cores)Gigabyte AB350M-D3H-CFAMD Device 1450Samsung SSD 960 EVO 500GBamdgpudrmfbAMD Device aaf8HP 27erRealtek RTL8111/8168/84114.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64)OpenCL 2.0 AMD-APP (2450.0)1920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- Radeon R9 285: Scaling Governor: intel_pstate performance- Radeon R9 290: Scaling Governor: intel_pstate performance- Radeon RX 480: Scaling Governor: intel_pstate performance- Radeon RX 560: Scaling Governor: intel_pstate performance- Radeon RX 580: Scaling Governor: intel_pstate performance- Radeon R9 Fury: Scaling Governor: intel_pstate performance- GeForce GTX 780 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 1050: Scaling Governor: intel_pstate performance- GeForce GTX 1060: Scaling Governor: intel_pstate performance- GeForce GTX 1070: Scaling Governor: intel_pstate performance- GeForce GTX 1080: Scaling Governor: intel_pstate performance- GeForce GTX 1080 Ti: Scaling Governor: intel_pstate performance- Radeon Vega FE: Scaling Governor: acpi-cpufreq ondemandOpenCL Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 1050: GPU Compute Cores: 640- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1080 Ti: GPU Compute Cores: 3584System Details- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 1050: GPU Compute Cores: 640.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1080 Ti: GPU Compute Cores: 3584.

Radeon ROCm vs. NVIDIA OpenCL August 2017shoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - Triadcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueWriteBuffershoc: OpenCL - Max SP Flopsshoc: OpenCL - FFT SPmixbench: Single Precisionmixbench: Double Precisionclpeak: Single-Precision Floatclpeak: Double-Precision Doubleviennacl: OpenCL LU Factorizationshoc: OpenCL - MD5 Hashmixbench: Integerclpeak: Integer Compute INTfahbench: luxmark: GPU - Luxball HDRluxmark: GPU - Hoteldarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLclpeak: Kernel LatencyRadeon 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 FE253.64123.00217.70192.40272.1730.334790.314755.89599.0620.976.111595.411040010133.850.170.156.67193.439.61157.87179.70185.37209.3930.645812.64462.355450.06362.295737.62364.0412.057.331140.241162.88988510704.160.140.135.86115.814.9593.5080.9081.0389.2530.382634.53209.762465.62164.002588.66164.5012.083.34508.69524.7044685096.910.270.275.82207.979.68159.73180.70183.47208.9630.386260.48498.105863.73389.976175.41391.7711.987.961227.321251.631040012184.080.180.175.63245.6810.17123.30391.50206.13431.2630.747144.88550.796508.34440.857068.81447.2621.769.091386.501429.321321213673.420.130.135.94287.3912.35271.67252.00237.10252.9812.364944.72429.874263.71245.113847.88246.2154.594.66968.93961.1372.779516119915.240.270.255.56277.1111.2481.4070.8070.6081.1212.462960.49209.152765.1392.742429.1092.4447.644.46835.01781.1658.356148113019.300.240.253.88288.8711.91143.55129.70125.27143.4112.494361.65382.024125.24136.183728.55137.5653.036.541220.801128.6485.4510704164916.260.210.224.05332.1112.03164.47152.30142.60164.1012.485051.89447.624700.91159.864288.05159.6854.967.541402.271296.1197.3811959175615.230.210.214.07351.4512.29266.17238.40216.37263.3212.216208.65693.445563.69194.725292.12195.6756.919.271717.511583.85108.151481121424.190.220.224.33274.916.129585.7387.5092.436.442125.78204.362040.4666.761937.0066.8841.803.24614.52568.6449.786569102218.180.220.233.82382.2111.96151.60138.70137.70146.2312.374829.99322.164389.15152.164157.55150.4154.037.361366.841223.5897.241157217424.660.180.194.10454.4712.20205.43191.43186.63196.3612.617125.88470.126402.60223.876359.20225.4558.9510.612027.961631.03132.791618622863.780.180.193.55520.1312.31227.20213.13206.53218.1512.599446.74597.698493.48295.348249.62295.2261.2614.292662.462349.86145.381277627253.670.170.184.06596.8212.51338.07335.47316.80329.4312.6113274.17974.3789.236.3911780.26415.0663.6719.7427.883200.30186.741966235323.130.170.183.55422.0911.82154.20362.80211.9312653.80885.0492.7412.6630.6816.0019.703.78OpenBenchmarking.org

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringRadeon 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 Ti60120180240300Min: 108.1 / Avg: 170.72 / Max: 311.4Min: 66.5 / Avg: 142.76 / Max: 205.4Min: 50.2 / Avg: 92.38 / Max: 145.4Min: 61.1 / Avg: 144.94 / Max: 235Min: 60.8 / Avg: 177.77 / Max: 346Min: 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: 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: 330.8

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon 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 FE130260390520650SE +/- 1.41, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.89, N = 3SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 1.03, N = 3SE +/- 0.74, N = 3SE +/- 1.17, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.88, N = 3SE +/- 0.23, N = 3SE +/- 1.01, N = 3253.64193.43115.81207.97245.68287.39277.11288.87332.11351.45274.91382.21454.47520.13596.82422.091. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon 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 FE3691215SE +/- 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 39.614.959.6810.1712.3511.2411.9112.0312.296.1211.9612.2012.3112.5111.821. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon 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 FE70140210280350SE +/- 0.30, N = 3SE +/- 2.42, N = 3SE +/- 0.00, N = 3SE +/- 0.41, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 2SE +/- 0.05, N = 2SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 1.03, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3123.00157.8793.50159.73123.30271.6781.40143.55164.47266.1795.00151.60205.43227.20338.07154.201. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon 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 FE80160240320400SE +/- 1.08, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.80, N = 3SE +/- 4.06, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 2SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.87, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3217.70179.7080.90180.70391.50252.0070.80129.70152.30238.4085.73138.70191.43213.13335.47362.801. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRadeon 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 FE70140210280350SE +/- 0.64, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.38, N = 3SE +/- 0.48, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 2SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.84, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3192.40185.3781.03183.47206.13237.1070.60125.27142.60216.3787.50137.70186.63206.53316.80211.931. (CC) gcc options: -O2 -flto -lOpenCL

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon 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 Ti0.8281.6562.4843.3124.141.411.431.391.611.381.202.221.972.081.723.083.243.283.683.14

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon 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 10800.40280.80561.20841.61122.0140.561.060.991.240.741.280.721.021.171.571.041.351.551.79

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon 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 Ti0.54231.08461.62692.16922.71151.121.070.911.342.411.080.590.811.111.140.971.101.431.382.05

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRadeon 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 10800.3240.6480.9721.2961.621.111.350.891.111.281.220.600.880.911.040.901.071.391.44

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon 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 Ti90180270360450SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.90, N = 3SE +/- 10.22, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.45, N = 3SE +/- 0.15, N = 3SE +/- 3.85, N = 3SE +/- 0.82, N = 3272.17209.3989.25208.96431.26252.9881.12143.41164.10263.3292.43146.23196.36218.15329.43

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRadeon R9 290Radeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti0.08780.17560.26340.35120.4390.180.310.390.320.290.120.110.080.080.130.110.110.08

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRadeon 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 Ti714212835SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.33, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 330.3330.6430.3830.3830.7412.3612.4612.4912.4812.216.4412.3712.6112.5912.61

Mixbench

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon RX 480Radeon RX 560Radeon RX 580Radeon R9 FuryGeForce GTX 780 TiGeForce GTX 980GeForce GTX 1060163248648053.3730.6970.4858.6031.1945.6349.63

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsRadeon 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 FE3K6K9K12K15KSE +/- 0.03, N = 3SE +/- 1.92, N = 3SE +/- 0.11, N = 3SE +/- 1.35, N = 3SE +/- 0.03, N = 3SE +/- 19.58, N = 3SE +/- 7.79, N = 3SE +/- 1.82, N = 3SE +/- 3.16, N = 3SE +/- 15.98, N = 3SE +/- 0.09, N = 3SE +/- 6.12, N = 3SE +/- 32.37, N = 3SE +/- 38.82, N = 3SE +/- 65.79, N = 3SE +/- 8.00, N = 34790.315812.642634.536260.487144.884944.722960.494361.655051.896208.652125.784829.997125.889446.7413274.1712653.801. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRadeon 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 FE2004006008001000SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 21.22, N = 3SE +/- 0.45, N = 3SE +/- 6.83, N = 3SE +/- 0.99, N = 3SE +/- 21.12, N = 3SE +/- 12.49, N = 3SE +/- 7.21, N = 3SE +/- 8.94, N = 3SE +/- 6.81, N = 3SE +/- 5.16, N = 3SE +/- 0.88, N = 3462.35209.76498.10550.79429.87209.15382.02447.62693.44204.36322.16470.12597.69974.37885.041. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionRadeon 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 FE2K4K6K8K10KSE +/- 2.06, N = 3SE +/- 0.14, N = 3SE +/- 4.20, N = 3SE +/- 1.46, N = 3SE +/- 5.00, N = 3SE +/- 0.91, N = 3SE +/- 2.66, N = 3SE +/- 5.25, N = 3SE +/- 255.36, N = 3SE +/- 0.81, N = 3SE +/- 2.95, N = 3SE +/- 54.41, N = 3SE +/- 48.08, N = 3SE +/- 3.63, N = 3SE +/- 0.06, N = 35450.062465.625863.736508.344263.712765.134125.244700.915563.692040.464389.156402.608493.4889.2392.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionRadeon 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 FE100200300400500SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3SE +/- 0.71, N = 3SE +/- 0.01, N = 3SE +/- 2.32, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.92, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3362.29164.00389.97440.85245.1192.74136.18159.86194.7266.76152.16223.87295.346.3912.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRadeon 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 Ti3K6K9K12K15KSE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 3SE +/- 0.51, N = 3SE +/- 0.62, N = 3SE +/- 70.89, N = 3SE +/- 0.43, N = 3SE +/- 0.64, N = 3SE +/- 13.41, N = 3SE +/- 0.29, N = 3SE +/- 74.08, N = 3SE +/- 0.57, N = 3SE +/- 157.37, N = 3SE +/- 0.82, N = 34755.895737.622588.666175.417068.813847.882429.103728.554288.055292.121937.004157.556359.208249.6211780.26

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon 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 Ti130260390520650SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.29, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 1.12, N = 3SE +/- 0.76, N = 3SE +/- 1.65, N = 3599.06364.04164.50391.77447.26246.2192.44137.56159.68195.6766.88150.41225.45295.22415.06

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsRadeon 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 Ti153045607523.4036.5528.3737.7333.1621.8823.7229.2530.9631.2423.2740.8050.5960.5065.10

clpeak

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon 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 Ti0.75381.50762.26143.01523.7693.352.591.872.832.521.120.761.031.051.030.781.421.632.042.31

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRadeon 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 FE1428425670SE +/- 0.27, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.75, N = 3SE +/- 2.80, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.34, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 320.9712.0512.0811.9821.7654.5947.6453.0354.9656.9141.8054.0358.9561.2663.6730.681. (CXX) g++ options: -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon 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 FE510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 36.117.333.347.969.094.664.466.547.549.273.247.3610.6114.2919.7416.001. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2016-06-06Benchmark: IntegerRadeon 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 FE6001200180024003000SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.88, N = 3SE +/- 2.57, N = 3SE +/- 0.50, N = 3SE +/- 0.90, N = 3SE +/- 1.33, N = 3SE +/- 0.97, N = 3SE +/- 0.54, N = 3SE +/- 2.60, N = 3SE +/- 3.22, N = 3SE +/- 1.30, N = 3SE +/- 0.01, N = 31140.24508.691227.321386.50968.93835.011220.801402.271717.51614.521366.842027.962662.4627.8819.701. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRadeon 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 Ti7001400210028003500SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 17.95, N = 3SE +/- 6.09, N = 3SE +/- 22.00, N = 3SE +/- 0.62, N = 3SE +/- 16.78, N = 3SE +/- 15.64, N = 3SE +/- 52.05, N = 3SE +/- 19.23, N = 3SE +/- 29.30, N = 3SE +/- 117.22, N = 31595.411162.88524.701251.631429.32961.13781.161128.641296.111583.85568.641223.581631.032349.863200.30

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti4080120160200SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.26, N = 372.7758.3585.4597.38108.1549.7897.24132.79145.38186.74

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GeForce GTX 780 TiGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 1080GeForce GTX 1080 Ti0.23180.46360.69540.92721.1590.360.490.600.640.610.550.820.950.981.03

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender / SLG2. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon 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 Ti4K8K12K16K20KSE +/- 3.00, N = 3SE +/- 3.67, N = 3SE +/- 8.69, N = 3SE +/- 3.33, N = 3SE +/- 66.33, N = 3SE +/- 21.08, N = 3SE +/- 20.00, N = 3SE +/- 26.67, N = 3SE +/- 118.82, N = 3SE +/- 15.33, N = 3SE +/- 38.33, N = 3SE +/- 3.84, N = 3SE +/- 51.02, N = 3SE +/- 13.57, N = 31040098854468104001321295166148107041195914811656911572161861277619662

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRRadeon 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 Ti2040608010041.0553.0242.7452.4957.1232.2542.2555.9957.7058.3660.2476.3586.6069.1976.06

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelRadeon 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 Ti8001600240032004000SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 2.33, N = 3SE +/- 3.33, N = 3SE +/- 3.84, N = 3SE +/- 5.33, N = 3SE +/- 7.64, N = 3SE +/- 36.71, N = 3SE +/- 55.00, N = 3SE +/- 36.99, N = 3SE +/- 1.00, N = 3SE +/- 9.21, N = 3SE +/- 6.67, N = 3SE +/- 28.15, N = 3SE +/- 54.49, N = 310131070509121813671199113016491756214210221742228627253532

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelRadeon 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 Ti36912154.546.645.377.276.764.287.328.608.628.829.4711.4212.4713.4013.50

Darktable

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Boat - Acceleration: OpenCLRadeon 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 FE510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 33.854.166.914.083.4215.2419.3016.2615.234.1918.184.663.783.673.133.78

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Masskrug - Acceleration: OpenCLRadeon 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 Ti0.06080.12160.18240.24320.304SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.170.140.270.180.130.270.240.210.210.220.220.180.180.170.17

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.0.3Test: Server Room - Acceleration: OpenCLRadeon 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 Ti0.06080.12160.18240.24320.304SE +/- 0.02, 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 +/- 0.00, 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 = 30.150.130.270.170.130.250.250.220.210.220.230.190.190.180.18

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRadeon 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 Ti246810SE +/- 0.39, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.01, N = 3SE +/- 0.36, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 36.675.865.825.635.945.563.884.054.074.333.824.103.554.063.55

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon 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 Ti60120180240300Min: 108.1 / Avg: 253.37 / Max: 262.7Min: 71.5 / Avg: 186.43 / Max: 197.7Min: 50.4 / Avg: 104.54 / Max: 107.3Min: 61.7 / Avg: 198.14 / Max: 205.1Min: 60.8 / Avg: 231.32 / Max: 244.7Min: 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: 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: 265.6

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorRadeon 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 Ti50100150200250Min: 164 / Avg: 223.01 / Max: 246.2Min: 103.4 / Avg: 161.24 / Max: 183.2Min: 51.4 / Avg: 94.7 / Max: 102.8Min: 62.8 / Avg: 167.57 / Max: 197.1Min: 87.9 / Avg: 202.29 / Max: 248.6Min: 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: 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: 278.5

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon 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 Ti60120180240300Min: 109.8 / Avg: 204.67 / Max: 296.3Min: 66.7 / Avg: 159.05 / Max: 205.4Min: 50.6 / Avg: 92.86 / Max: 123.4Min: 61.4 / Avg: 165.94 / Max: 235Min: 121.6 / Avg: 215.47 / Max: 344.8Min: 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: 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: 304.8

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon 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 Ti50100150200250Min: 111.2 / Avg: 180.14 / Max: 214.7Min: 69.5 / Avg: 134.82 / Max: 175Min: 51.3 / Avg: 83.15 / Max: 94.2Min: 62.8 / Avg: 129.51 / Max: 166.9Min: 167.4 / Avg: 178.62 / Max: 202Min: 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: 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: 229.1

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorRadeon 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 Ti60120180240300Min: 109.8 / Avg: 199.5 / Max: 289.2Min: 112.9 / Avg: 157.65 / Max: 202.4Min: 114.5 / Avg: 114.7 / Max: 114.9Min: 61.6 / Avg: 65.85 / Max: 70.1Min: 63.4 / Avg: 204.7 / Max: 346Min: 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: 116.8 / Avg: 117.17 / Max: 117.4Min: 82.3 / Avg: 132.4 / Max: 182.5

ViennaCL

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2System Power Consumption MonitorRadeon 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 Ti306090120150Min: 109.8 / Avg: 132.4 / Max: 158.7Min: 72.7 / Avg: 93.3 / Max: 104.2Min: 50.6 / Avg: 72.03 / Max: 82.1Min: 62.2 / Avg: 78.77 / Max: 96.1Min: 63.1 / Avg: 86.03 / Max: 126.9Min: 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: 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: 162.4

cl-mem

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRadeon 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 Ti50100150200250Min: 208.1 / Avg: 219.88 / Max: 227.1Min: 67.2 / Avg: 149.58 / Max: 172.7Min: 61.8 / Avg: 94.24 / Max: 99.4Min: 61.5 / Avg: 128.3 / Max: 177.9Min: 111.7 / Avg: 167.53 / Max: 194.9Min: 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: 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: 216.9

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRadeon 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 Ti50100150200250Min: 110.3 / Avg: 194.92 / Max: 227.7Min: 158.5 / Avg: 168.35 / Max: 173.8Min: 50.7 / Avg: 89.22 / Max: 99.8Min: 61.6 / Avg: 134.4 / Max: 178.4Min: 63.2 / Avg: 162.7 / Max: 196.7Min: 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: 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: 225.5

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorRadeon 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 Ti50100150200250Min: 110.7 / Avg: 173.45 / Max: 211.5Min: 73.8 / Avg: 137.13 / Max: 171.7Min: 51.1 / Avg: 91.53 / Max: 100.1Min: 126.3 / Avg: 165.33 / Max: 179.6Min: 63.6 / Avg: 161.35 / Max: 231Min: 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: 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: 217.9

clpeak

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRadeon 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 Ti4080120160200Min: 110.3 / Avg: 178.68 / Max: 199.3Min: 73.8 / Avg: 140.82 / Max: 162.3Min: 51 / Avg: 87.81 / Max: 93.9Min: 95.5 / Avg: 138.34 / Max: 170Min: 63.9 / Avg: 177.34 / Max: 225.5Min: 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: 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: 201.8

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRadeon 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 Ti60120180240300Min: 158.9 / Avg: 196.69 / Max: 311.4Min: 74.5 / Avg: 139.09 / Max: 198.1Min: 57.7 / Avg: 83.39 / Max: 110.6Min: 62.1 / Avg: 135.37 / Max: 215.7Min: 91.2 / Avg: 171.7 / Max: 293.2Min: 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: 44.6 / Avg: 55.5 / Max: 66.4Min: 50.7 / Avg: 88 / Max: 125.3Min: 51.8 / Avg: 159 / Max: 266.2

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorRadeon 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 Ti306090120150Min: 146.4 / Avg: 167.81 / Max: 175Min: 76 / Avg: 99.48 / Max: 105.5Min: 51.2 / Avg: 76.94 / Max: 84.1Min: 61.8 / Avg: 95.67 / Max: 107Min: 63.2 / Avg: 106.3 / Max: 120.3Min: 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: 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: 157.1

48 Results Shown

System Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Texture Read Bandwidth
  OpenCL - Triad
cl-mem:
  Read
  Write
  Copy
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Texture Read Bandwidth
  Read
  Write
  Copy
clpeak
clpeak
clpeak
Mixbench
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Max SP Flops
  OpenCL - FFT SP
Mixbench:
  Single Precision
  Double Precision
clpeak:
  Single-Precision Float
  Double-Precision Double
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Max SP Flops
  Double-Precision Double
ViennaCL
SHOC Scalable HeterOgeneous Computing
Mixbench
clpeak
FAHBench
FAHBench
LuxMark
LuxMark
LuxMark
LuxMark
Darktable:
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
clpeak
LuxMark:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts