AMDGPU-PRO OpenCL vs. NVIDIA Linux Comparison

OpenCL benchmarks 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 1611102-TA-AMDGPUPRO86
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Radeon RX 460
November 08 2016
 
Radeon RX 480
November 08 2016
 
Radeon R9 Fury
November 08 2016
 
GeForce GTX 1050
November 08 2016
 
GeForce GTX 1050 Ti
November 08 2016
 
GeForce GTX 1060
November 09 2016
 
GeForce GTX 1070
November 08 2016
 
GeForce GTX 1080
November 08 2016
 
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AMDGPU-PRO OpenCL vs. NVIDIA Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRadeon RX 460Radeon RX 480Radeon R9 FuryGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB256GB INTEL SSDPEKKW256G7AMD Radeon RX 460 2009.7109375MBRealtek ALC1150Acer B286HKIntel ConnectionUbuntu 16.044.8.4-040804-generic (x86_64)Unity 7.4.0X Server 1.18.4modesetting 1.18.44.5.13453OpenCL 2.0 AMD-APP (2117.10)1.0.8GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0ext43840x2160AMD Radeon RX 480 8141.7109375MBSapphire AMD Radeon R9 Fury 4053.82421875MBZotac NVIDIA GeForce GTX 1050 2048MB (1316/3504MHz)NVIDIA 375.104.5.0OpenCL 1.2 CUDA 8.0.0eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz)NVIDIA GeForce GTX 1080 8192MB (35/5005MHz)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 -v Processor Details- Scaling Governor: intel_pstate performanceGraphics Details- Radeon RX 460, Radeon RX 480, Radeon R9 Fury: GLAMOROpenCL Details- GeForce GTX 1050: GPU Compute Cores: 640- GeForce GTX 1050 Ti: GPU Compute Cores: 768- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560System Details- GeForce GTX 1050: GPU Compute Cores: 640.- GeForce GTX 1050 Ti: GPU Compute Cores: 768.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.

Radeon RX 460Radeon RX 480Radeon R9 FuryGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Logarithmic Result OverviewPhoronix Test SuiteSHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingJuliaGPUSHOC Scalable HeterOgeneous ComputingMandelbulbGPUSHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingSHOC Scalable HeterOgeneous ComputingOpenCL - T.R.BOpenCL - MD5 HashOpenCL - Max SP FlopsGPUOpenCL - TriadGPUOpenCL - FFT SPOpenCL - Bus Speed DownloadOpenCL - Bus Speed Readback

AMDGPU-PRO OpenCL vs. NVIDIA Linux Comparisonshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Max SP Flopsshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthjuliagpu: GPUmandelbulbgpu: GPURadeon RX 460Radeon RX 480Radeon R9 FuryGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 10803.1226.832.422150.576.847.1278.9641787915.5026828537.035.5935.285.125434.4713.1113.38162.5460734776.5738283926.004.0624.515.887133.5913.0713.45221.9779965845.4544542867.4711.06116.392.492104.3512.5213.17279.9764392809.4737264194.3011.05128.643.012658.3912.5313.17311.5477022561.2744503222.4011.51214.125.614781.4312.5313.17397.51113379989.4062974313.0011.69302.338.347110.4612.5113.17450.88143023765.0079186944.9311.84346.4711.819426.8812.5413.17526.96164397650.0791368843.10OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon RX 460Radeon R9 FuryRadeon RX 480GeForce GTX 1050 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 10803691215SE +/- 0.06, N = 6SE +/- 0.01, N = 3SE +/- 0.70, N = 6SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.124.065.5911.0511.0611.5111.6911.841. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadRadeon RX 460Radeon R9 FuryRadeon RX 480GeForce GTX 1050 TiGeForce GTX 1050GeForce GTX 1060GeForce GTX 1070GeForce GTX 10803691215Min: 2.98 / Avg: 3.12 / Max: 3.26Min: 4.05 / Avg: 4.06 / Max: 4.07Min: 4.11 / Avg: 5.59 / Max: 8.75Min: 11.04 / Avg: 11.05 / Max: 11.07Min: 11.06 / Avg: 11.06 / Max: 11.07Min: 11.5 / Avg: 11.51 / Max: 11.53Min: 11.69 / Avg: 11.69 / Max: 11.7Min: 11.82 / Avg: 11.84 / Max: 11.861. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRadeon R9 FuryRadeon RX 460Radeon RX 480GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 108080160240320400SE +/- 0.23, N = 3SE +/- 4.17, N = 6SE +/- 1.64, N = 6SE +/- 0.37, N = 3SE +/- 0.99, N = 3SE +/- 2.10, N = 3SE +/- 0.44, N = 3SE +/- 0.65, N = 324.5126.8335.28116.39128.64214.12302.33346.471. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRadeon R9 FuryRadeon RX 460Radeon RX 480GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 108060120180240300Min: 24.05 / Avg: 24.51 / Max: 24.75Min: 14.9 / Avg: 26.83 / Max: 42.05Min: 27.18 / Avg: 35.28 / Max: 37.63Min: 115.71 / Avg: 116.39 / Max: 116.95Min: 126.86 / Avg: 128.64 / Max: 130.26Min: 210.17 / Avg: 214.12 / Max: 217.36Min: 301.67 / Avg: 302.33 / Max: 303.16Min: 345.82 / Avg: 346.47 / Max: 347.771. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon RX 460GeForce GTX 1050GeForce GTX 1050 TiRadeon RX 480GeForce GTX 1060Radeon R9 FuryGeForce GTX 1070GeForce GTX 10803691215SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.422.493.015.125.615.888.3411.811. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashRadeon RX 460GeForce GTX 1050GeForce GTX 1050 TiRadeon RX 480GeForce GTX 1060Radeon R9 FuryGeForce GTX 1070GeForce GTX 10803691215Min: 2.4 / Avg: 2.42 / Max: 2.45Min: 2.49 / Avg: 2.49 / Max: 2.49Min: 3.01 / Avg: 3.01 / Max: 3.02Min: 5.06 / Avg: 5.12 / Max: 5.19Min: 5.61 / Avg: 5.61 / Max: 5.61Min: 5.82 / Avg: 5.88 / Max: 5.91Min: 8.33 / Avg: 8.34 / Max: 8.34Min: 11.8 / Avg: 11.81 / Max: 11.821. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1050Radeon RX 460GeForce GTX 1050 TiGeForce GTX 1060Radeon RX 480GeForce GTX 1070Radeon R9 FuryGeForce GTX 10802K4K6K8K10KSE +/- 5.38, N = 3SE +/- 2.88, N = 3SE +/- 6.27, N = 3SE +/- 21.87, N = 3SE +/- 39.66, N = 3SE +/- 51.57, N = 3SE +/- 0.46, N = 3SE +/- 57.81, N = 32104.352150.572658.394781.435434.477110.467133.599426.881. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGeForce GTX 1050Radeon RX 460GeForce GTX 1050 TiGeForce GTX 1060Radeon RX 480GeForce GTX 1070Radeon R9 FuryGeForce GTX 108016003200480064008000Min: 2097.45 / Avg: 2104.35 / Max: 2114.95Min: 2144.95 / Avg: 2150.57 / Max: 2154.45Min: 2650.75 / Avg: 2658.39 / Max: 2670.82Min: 4759.48 / Avg: 4781.43 / Max: 4825.17Min: 5356.61 / Avg: 5434.47 / Max: 5486.55Min: 7057.54 / Avg: 7110.46 / Max: 7213.59Min: 7132.95 / Avg: 7133.59 / Max: 7134.49Min: 9367.94 / Avg: 9426.88 / Max: 9542.491. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadRadeon RX 460GeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1080Radeon R9 FuryRadeon RX 4803691215SE +/- 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 = 36.8412.5112.5212.5312.5312.5413.0713.111. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadRadeon RX 460GeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1080Radeon R9 FuryRadeon RX 48048121620Min: 6.84 / Avg: 6.84 / Max: 6.84Min: 12.49 / Avg: 12.51 / Max: 12.51Min: 12.51 / Avg: 12.52 / Max: 12.52Min: 12.53 / Avg: 12.53 / Max: 12.53Min: 12.53 / Avg: 12.53 / Max: 12.53Min: 12.54 / Avg: 12.54 / Max: 12.54Min: 13.07 / Avg: 13.07 / Max: 13.08Min: 13.1 / Avg: 13.11 / Max: 13.111. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackRadeon RX 460GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon RX 480Radeon R9 Fury3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 47.1213.1713.1713.1713.1713.1713.3813.451. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackRadeon RX 460GeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080Radeon RX 480Radeon R9 Fury48121620Min: 7.12 / Avg: 7.12 / Max: 7.12Min: 13.17 / Avg: 13.17 / Max: 13.17Min: 13.17 / Avg: 13.17 / Max: 13.17Min: 13.17 / Avg: 13.17 / Max: 13.17Min: 13.17 / Avg: 13.17 / Max: 13.17Min: 13.17 / Avg: 13.17 / Max: 13.17Min: 13.34 / Avg: 13.38 / Max: 13.43Min: 13.19 / Avg: 13.45 / Max: 14.081. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 460Radeon RX 480Radeon R9 FuryGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080110220330440550SE +/- 0.33, N = 3SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 3.00, N = 3SE +/- 4.30, N = 3SE +/- 0.98, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 378.96162.54221.97279.97311.54397.51450.88526.961. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX 460Radeon RX 480Radeon R9 FuryGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 108090180270360450Min: 78.3 / Avg: 78.96 / Max: 79.36Min: 162.07 / Avg: 162.54 / Max: 163.2Min: 221.84 / Avg: 221.97 / Max: 222.18Min: 273.98 / Avg: 279.97 / Max: 282.97Min: 302.94 / Avg: 311.54 / Max: 316.09Min: 395.75 / Avg: 397.51 / Max: 399.12Min: 450.63 / Avg: 450.88 / Max: 451.19Min: 526.5 / Avg: 526.96 / Max: 527.241. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURadeon RX 460Radeon RX 480GeForce GTX 1050GeForce GTX 1050 TiRadeon R9 FuryGeForce GTX 1060GeForce GTX 1070GeForce GTX 108040M80M120M160M200MSE +/- 629997.60, N = 2SE +/- 478807.27, N = 3SE +/- 64687.33, N = 3SE +/- 586830.45, N = 3SE +/- 1373156.95, N = 2SE +/- 406531.89, N = 3SE +/- 507906.47, N = 3SE +/- 545460.59, N = 341787915.5060734776.5764392809.4777022561.2779965845.45113379989.40143023765.00164397650.071. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURadeon RX 460Radeon RX 480GeForce GTX 1050GeForce GTX 1050 TiRadeon R9 FuryGeForce GTX 1060GeForce GTX 1070GeForce GTX 108030M60M90M120M150MMin: 41157917.9 / Avg: 41787915.5 / Max: 42417913.1Min: 59792378.9 / Avg: 60734776.57 / Max: 61353230.9Min: 64264909.3 / Avg: 64392809.47 / Max: 64473627Min: 75852393.1 / Avg: 77022561.27 / Max: 77686002Min: 78592688.5 / Avg: 79965845.45 / Max: 81339002.4Min: 112816652.7 / Avg: 113379989.4 / Max: 114169391.3Min: 142020708.4 / Avg: 143023765 / Max: 143664271.9Min: 163321775.5 / Avg: 164397650.07 / Max: 165091959.41. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

MandelbulbGPU

MandelbulbGPU is an OpenCL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPURadeon RX 460GeForce GTX 1050Radeon RX 480GeForce GTX 1050 TiRadeon R9 FuryGeForce GTX 1060GeForce GTX 1070GeForce GTX 108020M40M60M80M100MSE +/- 76036.11, N = 3SE +/- 38810.35, N = 3SE +/- 121550.30, N = 2SE +/- 74696.74, N = 3SE +/- 691465.86, N = 3SE +/- 142262.41, N = 3SE +/- 247192.13, N = 3SE +/- 361988.46, N = 326828537.0337264194.3038283926.0044503222.4044542867.4762974313.0079186944.9391368843.101. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPURadeon RX 460GeForce GTX 1050Radeon RX 480GeForce GTX 1050 TiRadeon R9 FuryGeForce GTX 1060GeForce GTX 1070GeForce GTX 108016M32M48M64M80MMin: 26678576.2 / Avg: 26828537.03 / Max: 26925387.1Min: 37193276.4 / Avg: 37264194.3 / Max: 37326979.4Min: 38162375.7 / Avg: 38283926 / Max: 38405476.3Min: 44367752.2 / Avg: 44503222.4 / Max: 44625498.1Min: 43411962.1 / Avg: 44542867.47 / Max: 45797642.2Min: 62691988.9 / Avg: 62974313 / Max: 63146062.7Min: 78748602.6 / Avg: 79186944.93 / Max: 79604115.7Min: 90693396.2 / Avg: 91368843.1 / Max: 91932255.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL