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 1710233-TY-1511113PT43
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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
 
eVGA NVIDIA GeForce GTX 1060
October 23 2017
 
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OpenCL CUDA NVIDIA GPGPU Linux TestsProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionGeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XeVGA NVIDIA GeForce GTX 1060Intel Core i5-6600K @ 3.50GHz (4 Cores)MSI Z170A GAMING PRO (MS-7984) v1.0Intel Device 191f16384MB256GB TS256GSSD370SNVIDIA GeForce GTX 680 2048MB (1006/3004MHz)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 7.5ext43840x2160eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 950 2048MB (135/405MHz)eVGA 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)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)2 x Intel Xeon E5-2670 0 @ 3.30GHz (32 Cores)HP 158AIntel Xeon E5/Core500GB Samsung SSD 850 + 4001GB Seagate ST4000DM005-2DP1 + 500GB Seagate ST500DM002-1BD14eVGA NVIDIA GeForce GTX 1060 6GBRealtek ALC262Intel 82579LM Gigabit Connection + Broadcom Limited BCM4360 802.11ac WirelessManjaroLinux 17.0.54.9.53-1-MANJARO (x86_64)KDE Frameworks 5GCC 7.2.0 + Clang 5.0.0 + CUDA 8.0800x600OpenBenchmarking.orgCompiler Details- GeForce GTX 680: --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- GeForce GTX 750: --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- GeForce GTX 760: --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- GeForce GTX 780 Ti: --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- GeForce GTX 950: --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- GeForce GTX 960: --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- GeForce GTX 970: --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- GeForce GTX 980: --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- GeForce GTX 980 Ti: --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- GeForce GTX TITAN X: --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- eVGA NVIDIA GeForce GTX 1060: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++ --enable-libmpx --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnuProcessor Details- GeForce GTX 680: Scaling Governor: acpi-cpufreq performance- GeForce GTX 750: Scaling Governor: acpi-cpufreq performance- GeForce GTX 760: Scaling Governor: acpi-cpufreq performance- GeForce GTX 780 Ti: Scaling Governor: acpi-cpufreq performance- GeForce GTX 950: Scaling Governor: acpi-cpufreq performance- GeForce GTX 960: Scaling Governor: acpi-cpufreq performance- GeForce GTX 970: Scaling Governor: acpi-cpufreq performance- GeForce GTX 980: Scaling Governor: acpi-cpufreq performance- GeForce GTX 980 Ti: Scaling Governor: acpi-cpufreq performance- GeForce GTX TITAN X: Scaling Governor: acpi-cpufreq performance- eVGA NVIDIA GeForce GTX 1060: Scaling Governor: intel_pstate powersaveOpenCL Details- GeForce GTX 680: GPU Compute Cores: 1536- GeForce GTX 750: GPU Compute Cores: 512- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 950: GPU Compute Cores: 768- 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 TITAN X: GPU Compute Cores: 3072System Details- GeForce GTX 680: GPU Compute Cores: 1536.- GeForce GTX 750: GPU Compute Cores: 512.- GeForce GTX 760: GPU Compute Cores: 1152.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 950: GPU Compute Cores: 768.- 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 TITAN X: GPU Compute Cores: 3072.

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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XeVGA NVIDIA GeForce GTX 106074.971.91242.1648074789.0331636512.9757721274554113.641.0854.691.07158.42121.14180.6698.1989.34199.95199.8336136874.0020060275.53349178.441.40170.2638310650.5025392138.5046319414253126.713.78286.6261.0329.9927.0554.3953.2678839770.1347400001.9099243029639172.282.3663.222.34326.23239.193399.145706.07105.3049.8947.54108.50108.4864913682.6337156070.8776924235313212.433.3862.783.36351.31269.983144.855290.3282.0137.0835.3579.9779.8480042041.7344953399.4789724605474263.144.79117.234.77325.16283.365325.129509.1454.3228.5326.4255.8755.80104144917.2358811317.17134644589737289.635.70140.125.68336.48332.606051.271109445.3825.1323.8850.1549.53113830604.2763616558.771492477610713311.466.81170.366.79348.92345.558320.5017380.6034.5819.7718.4640.9440.85127978049.5371656708.831855626813802324.097.42173.897.41356.52354.098458.7717380.6032.3718.6517.5937.4337.37136037921.4375614774.131906636014081OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPGeForce GTX 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X70140210280350SE +/- 0.69, N = 3SE +/- 0.47, N = 3SE +/- 1.49, N = 3SE +/- 2.44, N = 3SE +/- 3.09, N = 3SE +/- 0.32, N = 3SE +/- 1.19, N = 3113.64172.28212.43263.14289.63311.46324.091. (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 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X60120180240300Min: 112.3 / Avg: 113.64 / Max: 114.58Min: 171.35 / Avg: 172.28 / Max: 172.85Min: 209.45 / Avg: 212.43 / Max: 213.96Min: 258.45 / Avg: 263.14 / Max: 266.66Min: 283.58 / Avg: 289.63 / Max: 293.77Min: 310.83 / Avg: 311.46 / Max: 311.86Min: 321.78 / Avg: 324.09 / Max: 325.731. (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 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X246810SE +/- 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 = 31.082.363.384.795.706.817.421. (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 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X3691215Min: 1.08 / Avg: 1.08 / Max: 1.08Min: 2.35 / Avg: 2.36 / Max: 2.36Min: 3.37 / Avg: 3.38 / Max: 3.38Min: 4.78 / Avg: 4.79 / Max: 4.79Min: 5.7 / Avg: 5.7 / Max: 5.71Min: 6.8 / Avg: 6.81 / Max: 6.81Min: 7.42 / Avg: 7.42 / Max: 7.421. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.87, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 1.20, N = 3SE +/- 0.52, N = 3SE +/- 1.30, N = 3SE +/- 0.65, N = 3SE +/- 0.19, N = 374.9754.6978.44126.7163.2262.78117.23140.12170.36173.891. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X306090120150Min: 73.32 / Avg: 74.97 / Max: 76.26Min: 54.6 / Avg: 54.69 / Max: 54.86Min: 78 / Avg: 78.44 / Max: 79.04Min: 126.33 / Avg: 126.71 / Max: 126.94Min: 63.06 / Avg: 63.22 / Max: 63.32Min: 60.39 / Avg: 62.78 / Max: 64.2Min: 116.29 / Avg: 117.23 / Max: 118.08Min: 137.96 / Avg: 140.12 / Max: 142.44Min: 169.1 / Avg: 170.36 / Max: 171.3Min: 173.56 / Avg: 173.89 / Max: 174.221. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X246810SE +/- 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 = 31.911.071.403.782.343.364.775.686.797.411. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X3691215Min: 1.91 / Avg: 1.91 / Max: 1.91Min: 1.07 / Avg: 1.07 / Max: 1.07Min: 1.4 / Avg: 1.4 / Max: 1.4Min: 3.77 / Avg: 3.78 / Max: 3.78Min: 2.34 / Avg: 2.34 / Max: 2.35Min: 3.36 / Avg: 3.36 / Max: 3.36Min: 4.77 / Avg: 4.77 / Max: 4.77Min: 5.68 / Avg: 5.68 / Max: 5.68Min: 6.79 / Avg: 6.79 / Max: 6.8Min: 7.4 / Avg: 7.41 / Max: 7.411. (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 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X80160240320400SE +/- 0.42, N = 3SE +/- 0.85, N = 3SE +/- 0.14, N = 3SE +/- 0.28, N = 3SE +/- 1.15, N = 3SE +/- 1.22, N = 3SE +/- 0.12, N = 3158.42326.23351.31325.16336.48348.92356.521. (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 750GeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X60120180240300Min: 157.99 / Avg: 158.42 / Max: 159.25Min: 325.05 / Avg: 326.23 / Max: 327.87Min: 351.16 / Avg: 351.31 / Max: 351.59Min: 324.62 / Avg: 325.16 / Max: 325.57Min: 334.27 / Avg: 336.48 / Max: 338.12Min: 347.68 / Avg: 348.92 / Max: 351.36Min: 356.3 / Avg: 356.52 / Max: 356.71. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X80160240320400SE +/- 1.02, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 3SE +/- 0.73, N = 3SE +/- 0.56, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3SE +/- 1.56, N = 3242.16121.14170.26286.62239.19269.98283.36332.60345.55354.091. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X60120180240300Min: 240.5 / Avg: 242.16 / Max: 244.03Min: 120.69 / Avg: 121.14 / Max: 121.48Min: 169.78 / Avg: 170.26 / Max: 170.74Min: 286.58 / Avg: 286.62 / Max: 286.65Min: 238.31 / Avg: 239.19 / Max: 240.65Min: 269.42 / Avg: 269.98 / Max: 271.09Min: 283.23 / Avg: 283.36 / Max: 283.42Min: 332.35 / Avg: 332.6 / Max: 332.99Min: 345.15 / Avg: 345.55 / Max: 345.88Min: 351.56 / Avg: 354.09 / Max: 356.941. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X2K4K6K8K10KSE +/- 14.40, N = 3SE +/- 12.43, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 130.14, N = 43399.143144.855325.126051.278320.508458.771. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X15003000450060007500Min: 3370.33 / Avg: 3399.14 / Max: 3413.54Min: 3132.42 / Avg: 3144.85 / Max: 3169.71Min: 5325.12 / Avg: 5325.12 / Max: 5325.12Min: 6051.27 / Avg: 6051.27 / Max: 6051.27Min: 8320.5 / Avg: 8320.5 / Max: 8320.5Min: 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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4K8K12K16K20KSE +/- 41.05, N = 3SE +/- 34.80, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 369.80, N = 3SE +/- 369.80, N = 35706.075290.329509.1411094.0017380.6017380.601. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X3K6K9K12K15KMin: 5665.02 / Avg: 5706.07 / Max: 5788.17Min: 5220.71 / Avg: 5290.32 / Max: 5325.12Min: 9509.14 / Avg: 9509.14 / Max: 9509.14Min: 11094 / Avg: 11094 / Max: 11094Min: 16641 / Avg: 17380.6 / Max: 17750.4Min: 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 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.05, N = 3SE +/- 0.50, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.57, N = 3SE +/- 0.35, N = 3180.6661.03105.3082.0154.3245.3834.5832.37
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X306090120150Min: 180.57 / Avg: 180.66 / Max: 180.75Min: 60.06 / Avg: 61.03 / Max: 61.72Min: 104.94 / Avg: 105.3 / Max: 105.69Min: 81.52 / Avg: 82.01 / Max: 82.85Min: 54.17 / Avg: 54.32 / Max: 54.57Min: 45.28 / Avg: 45.38 / Max: 45.57Min: 33.89 / Avg: 34.58 / Max: 35.7Min: 31.93 / Avg: 32.37 / Max: 33.06

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 398.1929.9949.8937.0828.5325.1319.7718.65
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100Min: 98.18 / Avg: 98.19 / Max: 98.2Min: 29.68 / Avg: 29.99 / Max: 30.53Min: 49.85 / Avg: 49.89 / Max: 49.93Min: 37.06 / Avg: 37.08 / Max: 37.11Min: 28.52 / Avg: 28.53 / Max: 28.55Min: 25.03 / Avg: 25.13 / Max: 25.21Min: 19.5 / Avg: 19.77 / Max: 20.19Min: 18.54 / Avg: 18.65 / Max: 18.85

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 389.3427.0547.5435.3526.4223.8818.4617.59
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100Min: 89.29 / Avg: 89.34 / Max: 89.43Min: 26.97 / Avg: 27.05 / Max: 27.14Min: 47.48 / Avg: 47.54 / Max: 47.57Min: 35.29 / Avg: 35.35 / Max: 35.4Min: 26.38 / Avg: 26.42 / Max: 26.45Min: 23.47 / Avg: 23.88 / Max: 24.16Min: 18.23 / Avg: 18.46 / Max: 18.75Min: 17.21 / Avg: 17.59 / Max: 18.07

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3199.9554.39108.5079.9755.8750.1540.9437.43
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200Min: 199.9 / Avg: 199.95 / Max: 200.04Min: 54.14 / Avg: 54.39 / Max: 54.69Min: 108.47 / Avg: 108.5 / Max: 108.55Min: 79.85 / Avg: 79.97 / Max: 80.13Min: 55.81 / Avg: 55.87 / Max: 55.96Min: 49.74 / Avg: 50.15 / Max: 50.36Min: 40.77 / Avg: 40.94 / Max: 41.16Min: 37.04 / Avg: 37.43 / Max: 37.65

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3199.8353.26108.4879.8455.8049.5340.8537.37
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 750GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200Min: 199.79 / Avg: 199.83 / Max: 199.87Min: 53.08 / Avg: 53.26 / Max: 53.39Min: 108.46 / Avg: 108.48 / Max: 108.51Min: 79.83 / Avg: 79.84 / Max: 79.85Min: 55.68 / Avg: 55.8 / Max: 55.91Min: 49.2 / Avg: 49.53 / Max: 49.82Min: 40.64 / Avg: 40.85 / Max: 40.96Min: 37.23 / Avg: 37.37 / Max: 37.49

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X30M60M90M120M150MSE +/- 59682.63, N = 3SE +/- 22546.70, N = 3SE +/- 14125.16, N = 3SE +/- 293396.06, N = 3SE +/- 58084.93, N = 3SE +/- 157475.07, N = 3SE +/- 84325.23, N = 3SE +/- 218639.12, N = 3SE +/- 473156.02, N = 3SE +/- 318277.32, N = 348074789.0336136874.0038310650.5078839770.1364913682.6380042041.73104144917.23113830604.27127978049.53136037921.431. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20M40M60M80M100MMin: 47972762.6 / Avg: 48074789.03 / Max: 48179458.6Min: 36098425.4 / Avg: 36136874 / Max: 36176502.7Min: 38282530.1 / Avg: 38310650.5 / Max: 38327054.3Min: 78472428.5 / Avg: 78839770.13 / Max: 79419722.2Min: 64826614.5 / Avg: 64913682.63 / Max: 65023819.5Min: 79729904.9 / Avg: 80042041.73 / Max: 80234485.2Min: 104029122.7 / Avg: 104144917.23 / Max: 104309002.8Min: 113566736.4 / Avg: 113830604.27 / Max: 114264514.2Min: 127186077.4 / Avg: 127978049.53 / Max: 128822605.5Min: 135496222.7 / Avg: 136037921.43 / Max: 136598293.21. (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 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X16M32M48M64M80MSE +/- 36731.70, N = 3SE +/- 9818.73, N = 3SE +/- 28089.31, N = 3SE +/- 48150.35, N = 3SE +/- 29855.85, N = 3SE +/- 75512.83, N = 3SE +/- 91420.68, N = 3SE +/- 140370.89, N = 3SE +/- 168304.91, N = 3SE +/- 166919.37, N = 331636512.9720060275.5325392138.5047400001.9037156070.8744953399.4758811317.1763616558.7771656708.8375614774.131. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X13M26M39M52M65MMin: 31570064.4 / Avg: 31636512.97 / Max: 31696868.3Min: 20041319.8 / Avg: 20060275.53 / Max: 20074195.5Min: 25336028.4 / Avg: 25392138.5 / Max: 25422595.7Min: 47303715.3 / Avg: 47400001.9 / Max: 47449572Min: 37096733.9 / Avg: 37156070.87 / Max: 37191523.7Min: 44802584.9 / Avg: 44953399.47 / Max: 45035719.5Min: 58637108.5 / Avg: 58811317.17 / Max: 58946501.9Min: 63433732.8 / Avg: 63616558.77 / Max: 63892479.1Min: 71353889.7 / Avg: 71656708.83 / Max: 71935417.5Min: 75285884.7 / Avg: 75614774.13 / Max: 75828817.61. (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 680GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X400800120016002000SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 35774639927698971346149218551906
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 680GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X30060090012001500Min: 575 / Avg: 577 / Max: 581Min: 463 / Avg: 463.33 / Max: 464Min: 992 / Avg: 992 / Max: 992Min: 769 / Avg: 769 / Max: 769Min: 896 / Avg: 896.67 / Max: 898Min: 1346 / Avg: 1346 / Max: 1346Min: 1490 / Avg: 1492.33 / Max: 1494Min: 1855 / Avg: 1855.33 / Max: 1856Min: 1906 / Avg: 1906.33 / Max: 1907

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 680GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X14002800420056007000SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 12.00, N = 3SE +/- 4.26, N = 3SE +/- 1.15, N = 3SE +/- 7.64, N = 3SE +/- 0.67, N = 3SE +/- 18.50, N = 3SE +/- 3.00, N = 3212719414302242324604458477662686360
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 680GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X11002200330044005500Min: 2121 / Avg: 2127 / Max: 2131Min: 1940 / Avg: 1940.67 / Max: 1942Min: 4290 / Avg: 4302 / Max: 4326Min: 2415 / Avg: 2423.33 / Max: 2429Min: 2458 / Avg: 2460 / Max: 2462Min: 4443 / Avg: 4458 / Max: 4468Min: 4775 / Avg: 4775.67 / Max: 4777Min: 6249 / Avg: 6268 / Max: 6305Min: 6357 / Avg: 6360 / Max: 6366

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X3K6K9K12K15KSE +/- 12.17, N = 3SE +/- 11.67, N = 3SE +/- 1.45, N = 3SE +/- 35.97, N = 3SE +/- 16.67, N = 3SE +/- 0.88, N = 3SE +/- 24.85, N = 3SE +/- 1.20, N = 3SE +/- 44.35, N = 3SE +/- 4.70, N = 34554349142539639531354749737107131380214081
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X2K4K6K8K10KMin: 4541 / Avg: 4553.67 / Max: 4578Min: 3468 / Avg: 3491.33 / Max: 3503Min: 4251 / Avg: 4253.33 / Max: 4256Min: 9567 / Avg: 9638.67 / Max: 9680Min: 5280 / Avg: 5313.33 / Max: 5330Min: 5473 / Avg: 5474.33 / Max: 5476Min: 9711 / Avg: 9737.33 / Max: 9787Min: 10711 / Avg: 10712.67 / Max: 10715Min: 13713 / Avg: 13801.67 / Max: 13848Min: 14075 / Avg: 14080.67 / Max: 14090