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.
HTML result view exported from: https://openbenchmarking.org/result/1610201-LO-1511113PT87&sro&gru .
OpenCL CUDA NVIDIA GPGPU Linux Tests Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Vulkan GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 GTX1080_18Oct GTX1080_Dip_18Oct GTX1080Tests18Oct GTX1080_Dipka Intel Core i5-6600K @ 3.50GHz (4 Cores) MSI Z170A GAMING PRO (MS-7984) v1.0 Intel Device 191f 16384MB 256GB TS256GSSD370S NVIDIA GeForce GTX 680 2048MB (1006/3004MHz) Intel Device a170 Intel Device 15b8 Ubuntu 14.04 3.19.0-33-generic (x86_64) Unity 7.2.5 X Server 1.17.1 NVIDIA 352.39 4.3.0 GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5 ext4 3840x2160 eVGA 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 E5-2620 v4 @ 3.00GHz (32 Cores) GIGABYTE MG50-G21-XX v01234567 Intel Xeon E7 v4/Xeon 8 x 8192 MB DDR4-2133MHz Samsung 2 x 120GB SAMSUNG MZ7KM120 Intel HD 5500 NVIDIA ID 83 Intel I350 Gigabit Connection SUSE LINUX 12.1 3.12.62-60.62-default (x86_64) X Server 1.15.2 1.4 (2.1 Mesa 10.5.4) 1.0.8 GCC 4.8.5 + CUDA 8.0 btrfs 1366x768 NVIDIA GeForce GTX 1080 1.4 (2.1 Mesa 8.0.5) 1090x614 1366x768 OpenBenchmarking.org Compiler 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 - GetForce GTX1080: --build=x86_64-suse-linux --disable-libgcj --disable-libmudflap --disable-libssp --disable-libstdcxx-pch --disable-plugin --enable-__cxa_atexit --enable-checking=release --enable-languages=c,c++,objc,fortran,obj-c++,java,ada --enable-libstdcxx-allocator=new --enable-linux-futex --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=i586 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind - GTX1080_18Oct: --build=x86_64-suse-linux --disable-libgcj --disable-libmudflap --disable-libssp --disable-libstdcxx-pch --disable-plugin --enable-__cxa_atexit --enable-checking=release --enable-languages=c,c++,objc,fortran,obj-c++,java,ada --enable-libstdcxx-allocator=new --enable-linux-futex --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=i586 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind - GTX1080_Dip_18Oct: --build=x86_64-suse-linux --disable-libgcj --disable-libmudflap --disable-libssp --disable-libstdcxx-pch --disable-plugin --enable-__cxa_atexit --enable-checking=release --enable-languages=c,c++,objc,fortran,obj-c++,java,ada --enable-libstdcxx-allocator=new --enable-linux-futex --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=i586 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind - GTX1080Tests18Oct: --build=x86_64-suse-linux --disable-libgcj --disable-libmudflap --disable-libssp --disable-libstdcxx-pch --disable-plugin --enable-__cxa_atexit --enable-checking=release --enable-languages=c,c++,objc,fortran,obj-c++,java,ada --enable-libstdcxx-allocator=new --enable-linux-futex --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=i586 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind - GTX1080_Dipka: --build=x86_64-suse-linux --disable-libgcj --disable-libmudflap --disable-libssp --disable-libstdcxx-pch --disable-plugin --enable-__cxa_atexit --enable-checking=release --enable-languages=c,c++,objc,fortran,obj-c++,java,ada --enable-libstdcxx-allocator=new --enable-linux-futex --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=i586 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind Processor 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 - GetForce GTX1080: Scaling Governor: intel_pstate powersave - GTX1080_18Oct: Scaling Governor: intel_pstate powersave - GTX1080_Dip_18Oct: Scaling Governor: intel_pstate powersave - GTX1080Tests18Oct: Scaling Governor: intel_pstate powersave - GTX1080_Dipka: Scaling Governor: intel_pstate powersave OpenCL 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 System 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. Environment Details - GetForce GTX1080, GTX1080_18Oct, GTX1080_Dip_18Oct, GTX1080Tests18Oct, GTX1080_Dipka: LIBGL_DEBUG=quiet
OpenCL CUDA NVIDIA GPGPU Linux Tests shoc: CUDA - Texture Read Bandwidth shoc: OpenCL - Texture Read Bandwidth shoc: CUDA - FFT SP shoc: OpenCL - FFT SP shoc: CUDA - MD5 Hash shoc: OpenCL - MD5 Hash askap: Gridding askap: Degridding juliagpu: GPU mandelbulbgpu: GPU luxmark: GPU - Hotel luxmark: GPU - Microphone luxmark: GPU - Luxball HDR cuda-mini-nbody: Original cuda-mini-nbody: Cache Blocking cuda-mini-nbody: Loop Unrolling cuda-mini-nbody: SOA Data Layout cuda-mini-nbody: Flush Denormals To Zero GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 GTX1080_18Oct GTX1080_Dip_18Oct GTX1080Tests18Oct GTX1080_Dipka 242.16 74.97 1.91 48074789.03 31636512.97 577 2127 4554 158.42 121.14 113.64 54.69 1.08 1.07 36136874.00 20060275.53 3491 180.66 98.19 89.34 199.95 199.83 170.26 78.44 1.40 38310650.50 25392138.50 463 1941 4253 286.62 126.71 3.78 78839770.13 47400001.90 992 4302 9639 61.03 29.99 27.05 54.39 53.26 326.23 239.19 172.28 63.22 2.36 2.34 3399.14 5706.07 64913682.63 37156070.87 769 2423 5313 105.30 49.89 47.54 108.50 108.48 351.31 269.98 212.43 62.78 3.38 3.36 3144.85 5290.32 80042041.73 44953399.47 897 2460 5474 82.01 37.08 35.35 79.97 79.84 325.16 283.36 263.14 117.23 4.79 4.77 5325.12 9509.14 104144917.23 58811317.17 1346 4458 9737 54.32 28.53 26.42 55.87 55.80 336.48 332.60 289.63 140.12 5.70 5.68 6051.27 11094 113830604.27 63616558.77 1492 4776 10713 45.38 25.13 23.88 50.15 49.53 348.92 345.55 311.46 170.36 6.81 6.79 8320.50 17380.60 127978049.53 71656708.83 1855 6268 13802 34.58 19.77 18.46 40.94 40.85 356.52 354.09 324.09 173.89 7.42 7.41 8458.77 17380.60 136037921.43 75614774.13 1906 6360 14081 32.37 18.65 17.59 37.43 37.37 529.61 503.55 371.85 258.03 11.87 11.80 7989.26 14013.50 46.19 27.37 28.08 41.48 41.47 524.29 368.59 264.35 11.85 11.77 523.32 502.38 376.70 268.48 11.83 11.75 7989.26 14273.00 45.91 27.50 28.11 41.77 41.58 525.70 504.48 375.23 265.53 11.84 11.77 8068.36 14013.50 45.71 26.92 27.84 41.27 41.90 526.06 503.78 380.36 266.46 11.88 11.78 8068.36 14532.50 474849.50 347349.07 24364 52838 102107 44.65 26.39 27.57 40.78 40.92 OpenBenchmarking.org
SHOC Scalable HeterOgeneous Computing Target: CUDA - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Texture Read Bandwidth GTX1080Tests18Oct GTX1080_18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 110 220 330 440 550 SE +/- 0.75, N = 3 SE +/- 1.02, N = 3 SE +/- 1.03, N = 3 SE +/- 1.32, N = 3 SE +/- 0.42, N = 3 SE +/- 0.85, N = 3 SE +/- 0.14, N = 3 SE +/- 0.28, N = 3 SE +/- 1.15, N = 3 SE +/- 1.22, N = 3 SE +/- 0.12, N = 3 SE +/- 1.15, N = 3 525.70 524.29 523.32 526.06 158.42 326.23 351.31 325.16 336.48 348.92 356.52 529.61 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 110 220 330 440 550 SE +/- 1.15, N = 3 SE +/- 2.52, N = 3 SE +/- 1.98, N = 3 SE +/- 1.02, N = 3 SE +/- 0.23, N = 3 SE +/- 0.28, N = 3 SE +/- 0.02, N = 3 SE +/- 0.73, N = 3 SE +/- 0.56, N = 3 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.21, N = 3 SE +/- 1.56, N = 3 SE +/- 3.23, N = 3 504.48 502.38 503.78 242.16 121.14 170.26 286.62 239.19 269.98 283.36 332.60 345.55 354.09 503.55 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
SHOC Scalable HeterOgeneous Computing Target: CUDA - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: FFT SP GTX1080Tests18Oct GTX1080_18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 80 160 240 320 400 SE +/- 6.04, N = 3 SE +/- 6.07, N = 4 SE +/- 3.35, N = 3 SE +/- 4.96, N = 3 SE +/- 0.69, N = 3 SE +/- 0.47, N = 3 SE +/- 1.49, N = 3 SE +/- 2.44, N = 3 SE +/- 3.09, N = 3 SE +/- 0.32, N = 3 SE +/- 1.19, N = 3 SE +/- 6.33, N = 3 375.23 368.59 376.70 380.36 113.64 172.28 212.43 263.14 289.63 311.46 324.09 371.85 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GTX1080Tests18Oct GTX1080_18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 60 120 180 240 300 SE +/- 2.86, N = 3 SE +/- 1.98, N = 3 SE +/- 2.61, N = 3 SE +/- 3.70, N = 3 SE +/- 0.87, N = 3 SE +/- 0.08, N = 3 SE +/- 0.31, N = 3 SE +/- 0.19, N = 3 SE +/- 0.08, N = 3 SE +/- 1.20, N = 3 SE +/- 0.52, N = 3 SE +/- 1.30, N = 3 SE +/- 0.65, N = 3 SE +/- 0.19, N = 3 SE +/- 3.85, N = 3 265.53 264.35 268.48 266.46 74.97 54.69 78.44 126.71 63.22 62.78 117.23 140.12 170.36 173.89 258.03 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
SHOC Scalable HeterOgeneous Computing Target: CUDA - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: MD5 Hash GTX1080Tests18Oct GTX1080_18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 11.84 11.85 11.83 11.88 1.08 2.36 3.38 4.79 5.70 6.81 7.42 11.87 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GTX1080Tests18Oct GTX1080_18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 11.77 11.77 11.75 11.78 1.91 1.07 1.40 3.78 2.34 3.36 4.77 5.68 6.79 7.41 11.80 1. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
ASKAP tConvolveCuda Processing: Gridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP tConvolveCuda 2015-11-10 Processing: Gridding GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 2K 4K 6K 8K 10K SE +/- 0.00, N = 3 SE +/- 79.10, N = 3 SE +/- 0.00, N = 3 SE +/- 14.40, N = 3 SE +/- 12.43, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 130.14, N = 4 SE +/- 79.10, N = 3 8068.36 7989.26 8068.36 3399.14 3144.85 5325.12 6051.27 8320.50 8458.77 7989.26 1. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
ASKAP tConvolveCuda Processing: Degridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP tConvolveCuda 2015-11-10 Processing: Degridding GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 4K 8K 12K 16K 20K SE +/- 0.00, N = 3 SE +/- 259.50, N = 3 SE +/- 259.50, N = 3 SE +/- 41.05, N = 3 SE +/- 34.80, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 369.80, N = 3 SE +/- 369.80, N = 3 SE +/- 0.00, N = 3 14013.50 14273.00 14532.50 5706.07 5290.32 9509.14 11094.00 17380.60 17380.60 14013.50 1. (CXX) g++ options: -fPIC -O3 -m64 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
JuliaGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better JuliaGPU 1.2pts1 OpenCL Device: GPU GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X 30M 60M 90M 120M 150M SE +/- 2656.73, N = 3 SE +/- 59682.63, N = 3 SE +/- 22546.70, N = 3 SE +/- 14125.16, N = 3 SE +/- 293396.06, N = 3 SE +/- 58084.93, N = 3 SE +/- 157475.07, N = 3 SE +/- 84325.23, N = 3 SE +/- 218639.12, N = 3 SE +/- 473156.02, N = 3 SE +/- 318277.32, N = 3 474849.50 48074789.03 36136874.00 38310650.50 78839770.13 64913682.63 80042041.73 104144917.23 113830604.27 127978049.53 136037921.43 1. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
MandelbulbGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelbulbGPU 1.0pts1 OpenCL Device: GPU GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X 16M 32M 48M 64M 80M SE +/- 3765.68, N = 3 SE +/- 36731.70, N = 3 SE +/- 9818.73, N = 3 SE +/- 28089.31, N = 3 SE +/- 48150.35, N = 3 SE +/- 29855.85, N = 3 SE +/- 75512.83, N = 3 SE +/- 91420.68, N = 3 SE +/- 140370.89, N = 3 SE +/- 168304.91, N = 3 SE +/- 166919.37, N = 3 347349.07 31636512.97 20060275.53 25392138.50 47400001.90 37156070.87 44953399.47 58811317.17 63616558.77 71656708.83 75614774.13 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel GTX1080_Dipka GeForce GTX 680 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X 5K 10K 15K 20K 25K SE +/- 8.25, N = 3 SE +/- 2.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.67, N = 3 SE +/- 0.00, N = 3 SE +/- 1.20, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 24364 577 463 992 769 897 1346 1492 1855 1906
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Microphone GTX1080_Dipka GeForce GTX 680 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X 11K 22K 33K 44K 55K SE +/- 2.60, N = 3 SE +/- 3.06, N = 3 SE +/- 0.67, N = 3 SE +/- 12.00, N = 3 SE +/- 4.26, N = 3 SE +/- 1.15, N = 3 SE +/- 7.64, N = 3 SE +/- 0.67, N = 3 SE +/- 18.50, N = 3 SE +/- 3.00, N = 3 52838 2127 1941 4302 2423 2460 4458 4776 6268 6360
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR GTX1080_Dipka GeForce GTX 680 GeForce GTX 750 GeForce GTX 760 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X 20K 40K 60K 80K 100K SE +/- 48.95, N = 3 SE +/- 12.17, N = 3 SE +/- 11.67, N = 3 SE +/- 1.45, N = 3 SE +/- 35.97, N = 3 SE +/- 16.67, N = 3 SE +/- 0.88, N = 3 SE +/- 24.85, N = 3 SE +/- 1.20, N = 3 SE +/- 44.35, N = 3 SE +/- 4.70, N = 3 102107 4554 3491 4253 9639 5313 5474 9737 10713 13802 14081
CUDA Mini-Nbody Test: Original OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: Original GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 40 80 120 160 200 SE +/- 0.16, N = 3 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 SE +/- 0.50, N = 3 SE +/- 0.21, N = 3 SE +/- 0.43, N = 3 SE +/- 0.13, N = 3 SE +/- 0.10, N = 3 SE +/- 0.57, N = 3 SE +/- 0.35, N = 3 SE +/- 0.20, N = 3 45.71 45.91 44.65 180.66 61.03 105.30 82.01 54.32 45.38 34.58 32.37 46.19
CUDA Mini-Nbody Test: Cache Blocking OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: Cache Blocking GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.27, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 26.92 27.50 26.39 98.19 29.99 49.89 37.08 28.53 25.13 19.77 18.65 27.37
CUDA Mini-Nbody Test: Loop Unrolling OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: Loop Unrolling GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.21, N = 3 SE +/- 0.15, N = 3 SE +/- 0.25, N = 3 SE +/- 0.02, N = 3 27.84 28.11 27.57 89.34 27.05 47.54 35.35 26.42 23.88 18.46 17.59 28.08
CUDA Mini-Nbody Test: SOA Data Layout OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: SOA Data Layout GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 40 80 120 160 200 SE +/- 0.08, N = 3 SE +/- 0.25, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.03, N = 3 41.27 41.77 40.78 199.95 54.39 108.50 79.97 55.87 50.15 40.94 37.43 41.48
CUDA Mini-Nbody Test: Flush Denormals To Zero OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: Flush Denormals To Zero GTX1080Tests18Oct GTX1080_Dip_18Oct GTX1080_Dipka GeForce GTX 750 GeForce GTX 780 Ti GeForce GTX 950 GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX TITAN X GetForce GTX1080 40 80 120 160 200 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 41.90 41.58 40.92 199.83 53.26 108.48 79.84 55.80 49.53 40.85 37.37 41.47
Phoronix Test Suite v10.8.4