NVIDIA GeForce GTX 1080 CUDA Linux Compute GPGPU Testing

NVIDIA GeForce GTX 1080 CUDA benchmarking including deep learning on Pascal. Benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1710047-TY-1606116HA08
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GeForce GTX 960
June 11 2016
 
GeForce GTX 970
June 11 2016
 
GeForce GTX 980
June 11 2016
 
GeForce GTX 980 Ti
June 11 2016
 
GeForce GTX TITAN X
June 11 2016
 
GeForce GTX 1080
June 11 2016
 
GeForce 1070 on x4 slot
October 03 2017
 
GeForce 1070 on x4 slot mk2
October 03 2017
 
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GeForce GTX 960

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: eVGA NVIDIA GeForce GTX 960 2043MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1024
System Notes: GPU Compute Cores: 1024.

GeForce GTX 970

Changed Graphics to eVGA NVIDIA GeForce GTX 970 4091MB (1163/3505MHz).

OpenCL Change: GPU Compute Cores: 1664
System Change: GPU Compute Cores: 1664.

GeForce GTX 980

Changed Graphics to NVIDIA GeForce GTX 980 4091MB (1126/3505MHz).

OpenCL Change: GPU Compute Cores: 2048
System Change: GPU Compute Cores: 2048.

GeForce GTX 980 Ti

Changed Graphics to NVIDIA GeForce GTX 980 Ti 6139MB (999/3505MHz).

OpenCL Change: GPU Compute Cores: 2816
System Change: GPU Compute Cores: 2816.

GeForce GTX TITAN X

Changed Graphics to NVIDIA GeForce GTX TITAN X 12283MB (1001/3505MHz).

OpenCL Change: GPU Compute Cores: 3072
System Change: GPU Compute Cores: 3072.

GeForce GTX 1080

Changed Graphics to GeForce GTX 1080 8187MB (909/5005MHz).

OpenCL Change: GPU Compute Cores: 2560
System Change: GPU Compute Cores: 2560.

GeForce 1070 on x4 slot

Processor: Intel Core i5-2500K @ 3.70GHz (4 Cores), Motherboard: ASUS P8H67-M EVO, Chipset: Intel 2nd Generation Core Family DRAM, Memory: 32768MB, Disk: 400GB Seagate ST3400832AS + 500GB Western Digital WD5000AAKX-2 + 1000GB Samsung SSD 850, Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 16.04, Kernel: 4.4.0-38-generic (x86_64), Desktop: Unity 7.4.0, Compiler: GCC 4.9.3 + Clang 3.8.0-2ubuntu4 + CUDA 7.5, File-System: ext4, Screen Resolution: 1680x1028

Compiler Notes: --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,c++,java,go,d,fortran,objc,obj-c++ --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-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate powersave

GeForce 1070 on x4 slot mk2

OS: Ubuntu 16.04, Kernel: 4.4.0-38-generic (x86_64), Desktop: Unity 7.4.0, Compiler: GCC 4.9.3 + Clang 3.8.0-2ubuntu4 + CUDA 7.5, File-System: ext4

NVIDIA GeForce GTX 1080 CUDA Linux Compute GPGPU TestingProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk2Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MBSamsung SSD 950 PRO 256GBeVGA NVIDIA GeForce GTX 960 2043MB (1277/3505MHz)Realtek ALC1150Intel ConnectionUbuntu 16.044.4.0-22-generic (x86_64)Unity 7.4.0NVIDIA 367.184.5.01.0.8GCC 5.3.1 20160413 + CUDA 8.0ext43840x2160eVGA NVIDIA GeForce GTX 970 4091MB (1163/3505MHz)NVIDIA GeForce GTX 980 4091MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6139MB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12283MB (1001/3505MHz)GeForce GTX 1080 8187MB (909/5005MHz)Intel Core i5-2500K @ 3.70GHz (4 Cores)ASUS P8H67-M EVOIntel 2nd Generation Core Family DRAM32768MB400GB Seagate ST3400832AS + 500GB Western Digital WD5000AAKX-2 + 1000GB Samsung SSD 850Realtek ALC892Realtek RTL8111/8168/84114.4.0-38-generic (x86_64)GCC 4.9.3 + Clang 3.8.0-2ubuntu4 + CUDA 7.51680x1028OpenBenchmarking.orgCompiler Details- GeForce GTX 960: --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 - GeForce GTX 970: --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 - GeForce GTX 980: --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 - GeForce GTX 980 Ti: --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 - GeForce GTX TITAN X: --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 - GeForce GTX 1080: --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 - GeForce 1070 on x4 slot: --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,c++,java,go,d,fortran,objc,obj-c++ --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-multilib-list=m32,m64,mx32 --with-tune=generic -v - GeForce 1070 on x4 slot mk2: --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,c++,java,go,d,fortran,objc,obj-c++ --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-multilib-list=m32,m64,mx32 --with-tune=generic -v Processor Details- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- GeForce GTX TITAN X: Scaling Governor: intel_pstate performance- GeForce GTX 1080: Scaling Governor: intel_pstate performance- GeForce 1070 on x4 slot: Scaling Governor: intel_pstate powersave- GeForce 1070 on x4 slot mk2: Scaling Governor: intel_pstate powersaveOpenCL Details- 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- GeForce GTX 1080: GPU Compute Cores: 2560System Details- 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.- GeForce GTX 1080: GPU Compute Cores: 2560.

NVIDIA GeForce GTX 1080 CUDA Linux Compute GPGPU Testingcaffe: CUDAshoc: CUDA - FFT SPshoc: CUDA - MD5 Hashshoc: CUDA - Max SP Flopsshoc: CUDA - Texture Read Bandwidthcuda-mini-nbody: Originalcuda-mini-nbody: Cache Blockingcuda-mini-nbody: Loop Unrollingcuda-mini-nbody: SOA Data Layoutcuda-mini-nbody: Flush Denormals To ZeroGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk228134.07189.143.882944.94381.0582.2936.3035.7181.2781.1923567.70265.175.474316.43351.3252.0426.7526.3857.0957.2015504.53292.786.534999.85332.1646.5124.9124.6351.0250.4412011.27302.767.816144.29348.3635.3519.6919.6442.0442.1011397.13322.578.436886.69352.0533.0918.6718.7138.6938.528959.77461.2811.989397.41528.4130.5114.0214.5228.5828.58333.698.44338.408.437072.28494.0440.3318.3219.1838.4138.51OpenBenchmarking.org

Caffe AlexNet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDAGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 10806K12K18K24K30KSE +/- 2.72, N = 3SE +/- 1758.76, N = 6SE +/- 17.87, N = 3SE +/- 7.42, N = 3SE +/- 26.29, N = 3SE +/- 3.43, N = 328134.0723567.7015504.5312011.2711397.138959.771. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDAGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 10805K10K15K20K25KMin: 28128.9 / Avg: 28134.07 / Max: 28138.1Min: 17616.4 / Avg: 23567.7 / Max: 31101.2Min: 15469.2 / Avg: 15504.53 / Max: 15526.8Min: 11999.7 / Avg: 12011.27 / Max: 12025.1Min: 11369.5 / Avg: 11397.13 / Max: 11449.7Min: 8953 / Avg: 8959.77 / Max: 8964.151. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CPU OnlyXeon E3-1280 v5 - CPU Only400K800K1200K1600K2000KSE +/- 4001.26, N = 317872071. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk2100200300400500SE +/- 1.12, N = 3SE +/- 0.05, N = 3SE +/- 0.60, N = 3SE +/- 4.36, N = 5SE +/- 0.29, N = 3SE +/- 2.81, N = 3SE +/- 5.41, N = 3SE +/- 1.38, N = 3189.14265.17292.78302.76322.57461.28333.69338.401. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk280160240320400Min: 187.37 / Avg: 189.14 / Max: 191.2Min: 265.09 / Avg: 265.17 / Max: 265.24Min: 291.57 / Avg: 292.78 / Max: 293.43Min: 285.52 / Avg: 302.76 / Max: 308.6Min: 322.01 / Avg: 322.57 / Max: 322.96Min: 457.55 / Avg: 461.28 / Max: 466.78Min: 322.98 / Avg: 333.69 / Max: 340.37Min: 336.03 / Avg: 338.4 / Max: 340.81. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk23691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.885.476.537.818.4311.988.448.431. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slotGeForce 1070 on x4 slot mk23691215Min: 3.88 / Avg: 3.88 / Max: 3.88Min: 5.47 / Avg: 5.47 / Max: 5.47Min: 6.52 / Avg: 6.53 / Max: 6.54Min: 7.81 / Avg: 7.81 / Max: 7.81Min: 8.43 / Avg: 8.43 / Max: 8.43Min: 11.97 / Avg: 11.98 / Max: 12Min: 8.43 / Avg: 8.44 / Max: 8.46Min: 8.43 / Avg: 8.43 / Max: 8.431. (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: Max SP FlopsGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk22K4K6K8K10KSE +/- 7.67, N = 3SE +/- 1.66, N = 3SE +/- 11.01, N = 3SE +/- 21.31, N = 3SE +/- 41.66, N = 3SE +/- 88.40, N = 3SE +/- 15.59, N = 32944.944316.434999.856144.296886.699397.417072.281. (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: Max SP FlopsGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk216003200480064008000Min: 2936.86 / Avg: 2944.94 / Max: 2960.28Min: 4314.49 / Avg: 4316.43 / Max: 4319.73Min: 4986.99 / Avg: 4999.85 / Max: 5021.77Min: 6122.8 / Avg: 6144.29 / Max: 6186.9Min: 6844.47 / Avg: 6886.69 / Max: 6970Min: 9290.02 / Avg: 9397.41 / Max: 9572.74Min: 7041.38 / Avg: 7072.28 / Max: 7091.341. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk2110220330440550SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.47, N = 3SE +/- 0.24, N = 3SE +/- 1.11, N = 3SE +/- 1.22, N = 3SE +/- 1.16, N = 3381.05351.32332.16348.36352.05528.41494.041. (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 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk290180270360450Min: 380.86 / Avg: 381.05 / Max: 381.35Min: 351.26 / Avg: 351.32 / Max: 351.36Min: 331.29 / Avg: 332.16 / Max: 332.91Min: 347.88 / Avg: 348.36 / Max: 348.62Min: 350.69 / Avg: 352.05 / Max: 354.26Min: 525.98 / Avg: 528.41 / Max: 529.82Min: 492.82 / Avg: 494.04 / Max: 496.371. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

CUDA Mini-Nbody

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk220406080100SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.64, N = 382.2952.0446.5135.3533.0930.5140.33
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk21632486480Min: 81.88 / Avg: 82.29 / Max: 82.81Min: 51.79 / Avg: 52.04 / Max: 52.22Min: 46.2 / Avg: 46.51 / Max: 46.69Min: 34.93 / Avg: 35.35 / Max: 35.59Min: 32.84 / Avg: 33.09 / Max: 33.44Min: 30.42 / Avg: 30.51 / Max: 30.68Min: 39.36 / Avg: 40.33 / Max: 41.55

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk2816243240SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 336.3026.7524.9119.6918.6714.0218.32
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk2816243240Min: 36.27 / Avg: 36.3 / Max: 36.31Min: 26.75 / Avg: 26.75 / Max: 26.76Min: 24.59 / Avg: 24.91 / Max: 25.1Min: 19.37 / Avg: 19.69 / Max: 20.29Min: 18.43 / Avg: 18.67 / Max: 19.07Min: 14 / Avg: 14.02 / Max: 14.04Min: 18.26 / Avg: 18.32 / Max: 18.38

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk2816243240SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 335.7126.3824.6319.6418.7114.5219.18
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk2816243240Min: 35.66 / Avg: 35.71 / Max: 35.76Min: 26.35 / Avg: 26.38 / Max: 26.41Min: 24.23 / Avg: 24.63 / Max: 24.9Min: 19.4 / Avg: 19.64 / Max: 19.94Min: 18.46 / Avg: 18.71 / Max: 19.05Min: 14.5 / Avg: 14.52 / Max: 14.57Min: 19.03 / Avg: 19.18 / Max: 19.33

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk220406080100SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 381.2757.0951.0242.0438.6928.5838.41
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk21632486480Min: 81.09 / Avg: 81.27 / Max: 81.42Min: 57.07 / Avg: 57.09 / Max: 57.11Min: 50.84 / Avg: 51.02 / Max: 51.28Min: 41.81 / Avg: 42.04 / Max: 42.21Min: 38.57 / Avg: 38.69 / Max: 38.79Min: 28.51 / Avg: 28.58 / Max: 28.67Min: 38.05 / Avg: 38.41 / Max: 38.72

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk220406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.22, N = 381.1957.2050.4442.1038.5228.5838.51
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XGeForce GTX 1080GeForce 1070 on x4 slot mk21530456075Min: 81.12 / Avg: 81.19 / Max: 81.33Min: 57.11 / Avg: 57.2 / Max: 57.38Min: 50.08 / Avg: 50.44 / Max: 50.84Min: 42.01 / Avg: 42.1 / Max: 42.15Min: 38.35 / Avg: 38.52 / Max: 38.71Min: 28.46 / Avg: 28.58 / Max: 28.65Min: 38.25 / Avg: 38.51 / Max: 38.96

GeForce GTX 960

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: eVGA NVIDIA GeForce GTX 960 2043MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1024
System Notes: GPU Compute Cores: 1024.

Testing initiated at 11 June 2016 14:46 by user pts.

GeForce GTX 970

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: eVGA NVIDIA GeForce GTX 970 4091MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 1664
System Notes: GPU Compute Cores: 1664.

Testing initiated at 11 June 2016 16:22 by user pts.

GeForce GTX 980

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 4091MB (1126/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2048
System Notes: GPU Compute Cores: 2048.

Testing initiated at 11 June 2016 12:52 by user pts.

GeForce GTX 980 Ti

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 Ti 6139MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2816
System Notes: GPU Compute Cores: 2816.

Testing initiated at 11 June 2016 17:58 by user pts.

GeForce GTX TITAN X

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX TITAN X 12283MB (1001/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 3072
System Notes: GPU Compute Cores: 3072.

Testing initiated at 11 June 2016 17:02 by user pts.

GeForce GTX 1080

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: GeForce GTX 1080 8187MB (909/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --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 Notes: Scaling Governor: intel_pstate performance
OpenCL Notes: GPU Compute Cores: 2560
System Notes: GPU Compute Cores: 2560.

Testing initiated at 11 June 2016 10:12 by user pts.

GeForce 1070 on x4 slot

Processor: Intel Core i5-2500K @ 3.70GHz (4 Cores), Motherboard: ASUS P8H67-M EVO, Chipset: Intel 2nd Generation Core Family DRAM, Memory: 32768MB, Disk: 400GB Seagate ST3400832AS + 500GB Western Digital WD5000AAKX-2 + 1000GB Samsung SSD 850, Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 16.04, Kernel: 4.4.0-38-generic (x86_64), Desktop: Unity 7.4.0, Compiler: GCC 4.9.3 + Clang 3.8.0-2ubuntu4 + CUDA 7.5, File-System: ext4, Screen Resolution: 1680x1028

Compiler Notes: --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,c++,java,go,d,fortran,objc,obj-c++ --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-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate powersave

Testing initiated at 3 October 2017 12:32 by user stan.

GeForce 1070 on x4 slot mk2

Processor: Intel Core i5-2500K @ 3.70GHz (4 Cores), Motherboard: ASUS P8H67-M EVO, Chipset: Intel 2nd Generation Core Family DRAM, Memory: 32768MB, Disk: 400GB Seagate ST3400832AS + 500GB Western Digital WD5000AAKX-2 + 1000GB Samsung SSD 850, Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 16.04, Kernel: 4.4.0-38-generic (x86_64), Desktop: Unity 7.4.0, Compiler: GCC 4.9.3 + Clang 3.8.0-2ubuntu4 + CUDA 7.5, File-System: ext4

Compiler Notes: --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,c++,java,go,d,fortran,objc,obj-c++ --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-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate powersave

Testing initiated at 3 October 2017 18:50 by user stan.