OpenCL CUDA NVIDIA GPGPU Linux Tests

All Maxwell and various Kepler graphics cards tested on the NVIDIA Linux driver. Benchmarks by Michael Larabel for a future article on Phoronix.com just delivering various GPGPU benchmarks for reference purposes.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1511113-PTS-GPGPUNVI62
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GeForce GTX 680
November 11 2015
 
GeForce GTX 750
November 11 2015
 
GeForce GTX 760
November 11 2015
 
GeForce GTX 780 Ti
November 11 2015
 
GeForce GTX 950
November 10 2015
 
GeForce GTX 960
November 11 2015
 
GeForce GTX 970
November 11 2015
 
GeForce GTX 980
November 11 2015
 
GeForce GTX 980 Ti
November 10 2015
 
GeForce GTX TITAN X
November 11 2015
 
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OpenCL CUDA NVIDIA GPGPU Linux TestsOpenBenchmarking.orgPhoronix Test SuiteIntel Core i5-6600K @ 3.50GHz (4 Cores)MSI Z170A GAMING PRO (MS-7984) v1.0Intel Device 191f16384MB256GB TS256GSSD370SeVGA NVIDIA GeForce GTX 950 2048MB (135/405MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)Intel Device a170Intel Device 15b8Ubuntu 14.043.19.0-33-generic (x86_64)Unity 7.2.5X Server 1.17.1NVIDIA 352.394.3.0GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionOpenCL CUDA NVIDIA GPGPU Linux Tests PerformanceSystem Logs- --build=x86_64-linux-gnu --disable-browser-plugin --disable-libmudflap --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,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --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-multilib-list=m32,m64,mx32 --with-tune=generic -v - Scaling Governor: acpi-cpufreq performance- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX TITAN X: GPU Compute Cores: 3072- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 680: GPU Compute Cores: 1536- GeForce GTX 750: GPU Compute Cores: 512- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX TITAN X: GPU Compute Cores: 3072.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 680: GPU Compute Cores: 1536.- GeForce GTX 750: GPU Compute Cores: 512.- GeForce GTX 760: GPU Compute Cores: 1152.

GeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 760Result OverviewPhoronix Test Suite100%176%252%328%403%LuxMarkSHOC Scalable HeterOgeneous ComputingMandelbulbGPUJuliaGPU

OpenCL CUDA NVIDIA GPGPU Linux Testsshoc: CUDA - FFT SPshoc: CUDA - MD5 Hashshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: CUDA - Texture Read Bandwidthshoc: OpenCL - Texture Read Bandwidthaskap: Griddingaskap: Degriddingcuda-mini-nbody: Originalcuda-mini-nbody: Cache Blockingcuda-mini-nbody: Loop Unrollingcuda-mini-nbody: SOA Data Layoutcuda-mini-nbody: Flush Denormals To Zerojuliagpu: GPUmandelbulbgpu: GPUluxmark: GPU - Hotelluxmark: GPU - Microphoneluxmark: GPU - Luxball HDRGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 760172.282.3663.222.34326.23239.193399.145706.07105.3049.8947.54108.50108.4864913682.6337156070.8776924235313311.466.81170.366.79348.92345.558320.5017380.6034.5819.7718.4640.9440.85127978049.5371656708.831855626813802263.144.79117.234.77325.16283.365325.129509.1454.3228.5326.4255.8755.80104144917.2358811317.17134644589737289.635.70140.125.68336.48332.606051.271109445.3825.1323.8850.1549.53113830604.2763616558.771492477610713212.433.3862.783.36351.31269.983144.855290.3282.0137.0835.3579.9779.8480042041.7344953399.4789724605474324.097.42173.897.41356.52354.098458.7717380.6032.3718.6517.5937.4337.37136037921.4375614774.131906636014081126.713.78286.6261.0329.9927.0554.3953.2678839770.1347400001.909924302963974.971.91242.1648074789.0331636512.9757721274554113.641.0854.691.07158.42121.14180.6698.1989.34199.95199.8336136874.0020060275.53349178.441.40170.2638310650.5025392138.5046319414253OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 75070140210280350SE +/- 0.47, N = 3SE +/- 0.32, N = 3SE +/- 2.44, N = 3SE +/- 3.09, N = 3SE +/- 1.49, N = 3SE +/- 1.19, N = 3SE +/- 0.69, N = 3172.28311.46263.14289.63212.43324.09113.641. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 75060120180240300Min: 171.35 / Avg: 172.28 / Max: 172.85Min: 310.83 / Avg: 311.46 / Max: 311.86Min: 258.45 / Avg: 263.14 / Max: 266.66Min: 283.58 / Avg: 289.63 / Max: 293.77Min: 209.45 / Avg: 212.43 / Max: 213.96Min: 321.78 / Avg: 324.09 / Max: 325.73Min: 112.3 / Avg: 113.64 / Max: 114.581. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: MD5 HashGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 750246810SE +/- 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 = 32.366.814.795.703.387.421.081. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: MD5 HashGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 7503691215Min: 2.35 / Avg: 2.36 / Max: 2.36Min: 6.8 / Avg: 6.81 / Max: 6.81Min: 4.78 / Avg: 4.79 / Max: 4.79Min: 5.7 / Avg: 5.7 / Max: 5.71Min: 3.37 / Avg: 3.38 / Max: 3.38Min: 7.42 / Avg: 7.42 / Max: 7.42Min: 1.08 / Avg: 1.08 / Max: 1.081. (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 SPGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 7604080120160200SE +/- 0.08, N = 3SE +/- 0.65, N = 3SE +/- 0.52, N = 3SE +/- 1.30, N = 3SE +/- 1.20, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.87, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 363.22170.36117.23140.1262.78173.89126.7174.9754.6978.441. (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 SPGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 760306090120150Min: 63.06 / Avg: 63.22 / Max: 63.32Min: 169.1 / Avg: 170.36 / Max: 171.3Min: 116.29 / Avg: 117.23 / Max: 118.08Min: 137.96 / Avg: 140.12 / Max: 142.44Min: 60.39 / Avg: 62.78 / Max: 64.2Min: 173.56 / Avg: 173.89 / Max: 174.22Min: 126.33 / Avg: 126.71 / Max: 126.94Min: 73.32 / Avg: 74.97 / Max: 76.26Min: 54.6 / Avg: 54.69 / Max: 54.86Min: 78 / Avg: 78.44 / Max: 79.041. (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 HashGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 760246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.346.794.775.683.367.413.781.911.071.401. (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 HashGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 7603691215Min: 2.34 / Avg: 2.34 / Max: 2.35Min: 6.79 / Avg: 6.79 / Max: 6.8Min: 4.77 / Avg: 4.77 / Max: 4.77Min: 5.68 / Avg: 5.68 / Max: 5.68Min: 3.36 / Avg: 3.36 / Max: 3.36Min: 7.4 / Avg: 7.41 / Max: 7.41Min: 3.77 / Avg: 3.78 / Max: 3.78Min: 1.91 / Avg: 1.91 / Max: 1.91Min: 1.07 / Avg: 1.07 / Max: 1.07Min: 1.4 / Avg: 1.4 / Max: 1.41. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Texture Read BandwidthGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 75080160240320400SE +/- 0.85, N = 3SE +/- 1.22, N = 3SE +/- 0.28, N = 3SE +/- 1.15, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.42, N = 3326.23348.92325.16336.48351.31356.52158.421. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Texture Read BandwidthGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 75060120180240300Min: 325.05 / Avg: 326.23 / Max: 327.87Min: 347.68 / Avg: 348.92 / Max: 351.36Min: 324.62 / Avg: 325.16 / Max: 325.57Min: 334.27 / Avg: 336.48 / Max: 338.12Min: 351.16 / Avg: 351.31 / Max: 351.59Min: 356.3 / Avg: 356.52 / Max: 356.7Min: 157.99 / Avg: 158.42 / Max: 159.251. (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 BandwidthGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76080160240320400SE +/- 0.73, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.56, N = 3SE +/- 1.56, N = 3SE +/- 0.02, N = 3SE +/- 1.02, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3239.19345.55283.36332.60269.98354.09286.62242.16121.14170.261. (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 BandwidthGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76060120180240300Min: 238.31 / Avg: 239.19 / Max: 240.65Min: 345.15 / Avg: 345.55 / Max: 345.88Min: 283.23 / Avg: 283.36 / Max: 283.42Min: 332.35 / Avg: 332.6 / Max: 332.99Min: 269.42 / Avg: 269.98 / Max: 271.09Min: 351.56 / Avg: 354.09 / Max: 356.94Min: 286.58 / Avg: 286.62 / Max: 286.65Min: 240.5 / Avg: 242.16 / Max: 244.03Min: 120.69 / Avg: 121.14 / Max: 121.48Min: 169.78 / Avg: 170.26 / Max: 170.741. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

ASKAP tConvolveCuda

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: GriddingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN X2K4K6K8K10KSE +/- 14.40, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 12.43, N = 3SE +/- 130.14, N = 43399.148320.505325.126051.273144.858458.771. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: GriddingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN X15003000450060007500Min: 3370.33 / Avg: 3399.14 / Max: 3413.54Min: 8320.5 / Avg: 8320.5 / Max: 8320.5Min: 5325.12 / Avg: 5325.12 / Max: 5325.12Min: 6051.27 / Avg: 6051.27 / Max: 6051.27Min: 3132.42 / Avg: 3144.85 / Max: 3169.71Min: 8068.36 / Avg: 8458.77 / Max: 8588.91. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: DegriddingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN X4K8K12K16K20KSE +/- 41.05, N = 3SE +/- 369.80, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 34.80, N = 3SE +/- 369.80, N = 35706.0717380.609509.1411094.005290.3217380.601. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP tConvolveCuda 2015-11-10Processing: DegriddingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN X3K6K9K12K15KMin: 5665.02 / Avg: 5706.07 / Max: 5788.17Min: 16641 / Avg: 17380.6 / Max: 17750.4Min: 9509.14 / Avg: 9509.14 / Max: 9509.14Min: 11094 / Avg: 11094 / Max: 11094Min: 5220.71 / Avg: 5290.32 / Max: 5325.12Min: 16641 / Avg: 17380.6 / Max: 17750.41. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl

CUDA Mini-Nbody

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 7504080120160200SE +/- 0.21, N = 3SE +/- 0.57, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.35, N = 3SE +/- 0.50, N = 3SE +/- 0.05, N = 3105.3034.5854.3245.3882.0132.3761.03180.66
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 750306090120150Min: 104.94 / Avg: 105.3 / Max: 105.69Min: 33.89 / Avg: 34.58 / Max: 35.7Min: 54.17 / Avg: 54.32 / Max: 54.57Min: 45.28 / Avg: 45.38 / Max: 45.57Min: 81.52 / Avg: 82.01 / Max: 82.85Min: 31.93 / Avg: 32.37 / Max: 33.06Min: 60.06 / Avg: 61.03 / Max: 61.72Min: 180.57 / Avg: 180.66 / Max: 180.75

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 75020406080100SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 349.8919.7728.5325.1337.0818.6529.9998.19
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 75020406080100Min: 49.85 / Avg: 49.89 / Max: 49.93Min: 19.5 / Avg: 19.77 / Max: 20.19Min: 28.52 / Avg: 28.53 / Max: 28.55Min: 25.03 / Avg: 25.13 / Max: 25.21Min: 37.06 / Avg: 37.08 / Max: 37.11Min: 18.54 / Avg: 18.65 / Max: 18.85Min: 29.68 / Avg: 29.99 / Max: 30.53Min: 98.18 / Avg: 98.19 / Max: 98.2

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 75020406080100SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 347.5418.4626.4223.8835.3517.5927.0589.34
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 75020406080100Min: 47.48 / Avg: 47.54 / Max: 47.57Min: 18.23 / Avg: 18.46 / Max: 18.75Min: 26.38 / Avg: 26.42 / Max: 26.45Min: 23.47 / Avg: 23.88 / Max: 24.16Min: 35.29 / Avg: 35.35 / Max: 35.4Min: 17.21 / Avg: 17.59 / Max: 18.07Min: 26.97 / Avg: 27.05 / Max: 27.14Min: 89.29 / Avg: 89.34 / Max: 89.43

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 7504080120160200SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3108.5040.9455.8750.1579.9737.4354.39199.95
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 7504080120160200Min: 108.47 / Avg: 108.5 / Max: 108.55Min: 40.77 / Avg: 40.94 / Max: 41.16Min: 55.81 / Avg: 55.87 / Max: 55.96Min: 49.74 / Avg: 50.15 / Max: 50.36Min: 79.85 / Avg: 79.97 / Max: 80.13Min: 37.04 / Avg: 37.43 / Max: 37.65Min: 54.14 / Avg: 54.39 / Max: 54.69Min: 199.9 / Avg: 199.95 / Max: 200.04

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 7504080120160200SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3108.4840.8555.8049.5379.8437.3753.26199.83
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 7504080120160200Min: 108.46 / Avg: 108.48 / Max: 108.51Min: 40.64 / Avg: 40.85 / Max: 40.96Min: 55.68 / Avg: 55.8 / Max: 55.91Min: 49.2 / Avg: 49.53 / Max: 49.82Min: 79.83 / Avg: 79.84 / Max: 79.85Min: 37.23 / Avg: 37.37 / Max: 37.49Min: 53.08 / Avg: 53.26 / Max: 53.39Min: 199.79 / Avg: 199.83 / Max: 199.87

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76030M60M90M120M150MSE +/- 58084.93, N = 3SE +/- 473156.02, N = 3SE +/- 84325.23, N = 3SE +/- 218639.12, N = 3SE +/- 157475.07, N = 3SE +/- 318277.32, N = 3SE +/- 293396.06, N = 3SE +/- 59682.63, N = 3SE +/- 22546.70, N = 3SE +/- 14125.16, N = 364913682.63127978049.53104144917.23113830604.2780042041.73136037921.4378839770.1348074789.0336136874.0038310650.501. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76020M40M60M80M100MMin: 64826614.5 / Avg: 64913682.63 / Max: 65023819.5Min: 127186077.4 / Avg: 127978049.53 / Max: 128822605.5Min: 104029122.7 / Avg: 104144917.23 / Max: 104309002.8Min: 113566736.4 / Avg: 113830604.27 / Max: 114264514.2Min: 79729904.9 / Avg: 80042041.73 / Max: 80234485.2Min: 135496222.7 / Avg: 136037921.43 / Max: 136598293.2Min: 78472428.5 / Avg: 78839770.13 / Max: 79419722.2Min: 47972762.6 / Avg: 48074789.03 / Max: 48179458.6Min: 36098425.4 / Avg: 36136874 / Max: 36176502.7Min: 38282530.1 / Avg: 38310650.5 / Max: 38327054.31. (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: GPUGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76016M32M48M64M80MSE +/- 29855.85, N = 3SE +/- 168304.91, N = 3SE +/- 91420.68, N = 3SE +/- 140370.89, N = 3SE +/- 75512.83, N = 3SE +/- 166919.37, N = 3SE +/- 48150.35, N = 3SE +/- 36731.70, N = 3SE +/- 9818.73, N = 3SE +/- 28089.31, N = 337156070.8771656708.8358811317.1763616558.7744953399.4775614774.1347400001.9031636512.9720060275.5325392138.501. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 76013M26M39M52M65MMin: 37096733.9 / Avg: 37156070.87 / Max: 37191523.7Min: 71353889.7 / Avg: 71656708.83 / Max: 71935417.5Min: 58637108.5 / Avg: 58811317.17 / Max: 58946501.9Min: 63433732.8 / Avg: 63616558.77 / Max: 63892479.1Min: 44802584.9 / Avg: 44953399.47 / Max: 45035719.5Min: 75285884.7 / Avg: 75614774.13 / Max: 75828817.6Min: 47303715.3 / Avg: 47400001.9 / Max: 47449572Min: 31570064.4 / Avg: 31636512.97 / Max: 31696868.3Min: 20041319.8 / Avg: 20060275.53 / Max: 20074195.5Min: 25336028.4 / Avg: 25392138.5 / Max: 25422595.71. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

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: HotelGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 760400800120016002000SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 37691855134614928971906992577463
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 76030060090012001500Min: 769 / Avg: 769 / Max: 769Min: 1855 / Avg: 1855.33 / Max: 1856Min: 1346 / Avg: 1346 / Max: 1346Min: 1490 / Avg: 1492.33 / Max: 1494Min: 896 / Avg: 896.67 / Max: 898Min: 1906 / Avg: 1906.33 / Max: 1907Min: 992 / Avg: 992 / Max: 992Min: 575 / Avg: 577 / Max: 581Min: 463 / Avg: 463.33 / Max: 464

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 76014002800420056007000SE +/- 4.26, N = 3SE +/- 18.50, N = 3SE +/- 7.64, N = 3SE +/- 0.67, N = 3SE +/- 1.15, N = 3SE +/- 3.00, N = 3SE +/- 12.00, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3242362684458477624606360430221271941
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 76011002200330044005500Min: 2415 / Avg: 2423.33 / Max: 2429Min: 6249 / Avg: 6268 / Max: 6305Min: 4443 / Avg: 4458 / Max: 4468Min: 4775 / Avg: 4775.67 / Max: 4777Min: 2458 / Avg: 2460 / Max: 2462Min: 6357 / Avg: 6360 / Max: 6366Min: 4290 / Avg: 4302 / Max: 4326Min: 2121 / Avg: 2127 / Max: 2131Min: 1940 / Avg: 1940.67 / Max: 1942

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 7603K6K9K12K15KSE +/- 16.67, N = 3SE +/- 44.35, N = 3SE +/- 24.85, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 4.70, N = 3SE +/- 35.97, N = 3SE +/- 12.17, N = 3SE +/- 11.67, N = 3SE +/- 1.45, N = 35313138029737107135474140819639455434914253
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 950GeForce GTX 980 TiGeForce GTX 970GeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 780 TiGeForce GTX 680GeForce GTX 750GeForce GTX 7602K4K6K8K10KMin: 5280 / Avg: 5313.33 / Max: 5330Min: 13713 / Avg: 13801.67 / Max: 13848Min: 9711 / Avg: 9737.33 / Max: 9787Min: 10711 / Avg: 10712.67 / Max: 10715Min: 5473 / Avg: 5474.33 / Max: 5476Min: 14075 / Avg: 14080.67 / Max: 14090Min: 9567 / Avg: 9638.67 / Max: 9680Min: 4541 / Avg: 4553.67 / Max: 4578Min: 3468 / Avg: 3491.33 / Max: 3503Min: 4251 / Avg: 4253.33 / Max: 4256