CUDA 2016 NVIDIA Linux Ubuntu

NVIDIA CUDA Linux 2016 compute benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1702026-TA-1612261TA82
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HPC - High Performance Computing 3 Tests
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NVIDIA GPU Compute 2 Tests

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Identifier
Performance Per
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Date
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  Test
  Duration
GeForce GTX 650
December 26 2016
 
GeForce GTX 680
December 26 2016
 
GeForce GTX 750
December 26 2016
 
GeForce GTX 760
December 26 2016
 
GeForce GTX 780 Ti
December 25 2016
 
GeForce GTX 950
December 25 2016
 
GeForce GTX 960
December 25 2016
 
GeForce GTX 970
December 25 2016
 
GeForce GTX 980
December 25 2016
 
GeForce GTX 980 Ti
December 26 2016
 
GeForce GTX 1050
December 25 2016
 
GeForce GTX 1050 Ti
December 25 2016
 
GeForce GTX 1060
December 26 2016
 
GeForce GTX 1070
December 25 2016
 
GeForce GTX 1080
December 25 2016
 
ubu_deep
February 01 2017
 
ubu_ml3
February 02 2017
 
ubu_ml_375.26
February 02 2017
 
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GeForce GTX 650

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: 256GB TOSHIBA-RD400, Graphics: MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 384
System Notes: GPU Compute Cores: 384.

GeForce GTX 680

Changed Graphics to NVIDIA GeForce GTX 680 2048MB (1006/3004MHz).

OpenCL Change: GPU Compute Cores: 1536
System Change: GPU Compute Cores: 1536.

GeForce GTX 750

Changed Graphics to eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz).

OpenCL Change: GPU Compute Cores: 512
System Change: GPU Compute Cores: 512.

GeForce GTX 760

Changed Graphics to NVIDIA GeForce GTX 760 2048MB (1124/3004MHz).

OpenCL Change: GPU Compute Cores: 1152
System Change: GPU Compute Cores: 1152.

GeForce GTX 780 Ti

Changed Graphics to NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz).

OpenCL Change: GPU Compute Cores: 2880
System Change: GPU Compute Cores: 2880.

GeForce GTX 950

Changed Graphics to eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz).

OpenCL Change: GPU Compute Cores: 768
System Change: GPU Compute Cores: 768.

GeForce GTX 960

Changed Graphics to eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz).

OpenCL Change: GPU Compute Cores: 1024
System Change: GPU Compute Cores: 1024.

GeForce GTX 970

Changed Graphics to eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz).

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

GeForce GTX 980

Changed Graphics to NVIDIA GeForce GTX 980 4096MB (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 6144MB (999/3505MHz).

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

GeForce GTX 1050

Changed Graphics to Zotac NVIDIA GeForce GTX 1050 2048MB (1681/3504MHz).

OpenCL Change: GPU Compute Cores: 640
System Change: GPU Compute Cores: 640.

GeForce GTX 1050 Ti

Changed Graphics to eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz).

OpenCL Change: GPU Compute Cores: 768
System Change: GPU Compute Cores: 768.

GeForce GTX 1060

Changed Graphics to NVIDIA GeForce GTX 1060 6GB 6144MB (557/4006MHz).

OpenCL Change: GPU Compute Cores: 1280
System Change: GPU Compute Cores: 1280.

GeForce GTX 1070

Changed Graphics to NVIDIA GeForce GTX 1070 8192MB (1069/4006MHz).

OpenCL Change: GPU Compute Cores: 1920
System Change: GPU Compute Cores: 1920.

GeForce GTX 1080

Changed Graphics to NVIDIA GeForce GTX 1080 8192MB (1538/5005MHz).

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

ubu_deep

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 powersave

ubu_ml3

Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768

ubu_ml_375.26

OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768

CUDA 2016 NVIDIA Linux UbuntuProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080ubu_deepubu_ml3ubu_ml_375.26Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB256GB TOSHIBA-RD400MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)Realtek ALC1150Intel ConnectionUbuntu 16.044.4.0-57-generic (x86_64)Unity 7.4.0X Server 1.18.4NVIDIA 375.264.5.01.0.24GCC 5.4.0 20160609 + CUDA 8.0ext43840x2160NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz)NVIDIA GeForce GTX 760 2048MB (1124/3004MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)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)Zotac NVIDIA GeForce GTX 1050 2048MB (1681/3504MHz)eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (557/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1069/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1538/5005MHz)2 x Intel 0000 @ 3.00GHz (48 Cores)Supermicro X10DRi-LN4+ v1.01Intel Xeon E7 v4/Xeon64512MB1000GB My Passport 0820NVIDIA Device 10f0Intel I350 Gigabit Connection4.4.0-59-generic (x86_64)1.0.81024x7681.0.24OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- Scaling Governor: intel_pstate powersaveOpenCL Details- GeForce GTX 650: GPU Compute Cores: 384- 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 1050: GPU Compute Cores: 640- GeForce GTX 1050 Ti: GPU Compute Cores: 768- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1080: GPU Compute Cores: 2560System Details- GeForce GTX 650: GPU Compute Cores: 384.- 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 1050: GPU Compute Cores: 640.- GeForce GTX 1050 Ti: GPU Compute Cores: 768.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1080: GPU Compute Cores: 2560.

CUDA 2016 NVIDIA Linux Ubuntushoc: CUDA - FFT SPshoc: CUDA - MD5 Hashshoc: CUDA - Max SP Flopsshoc: CUDA - Texture Read Bandwidthaskap: Griddingaskap: Degriddingcuda-mini-nbody: Originalcaffe: CUDA AlexNetcaffe: CUDA GooglenetGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 760GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX 1050GeForce GTX 1050 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1080ubu_deepubu_ml3ubu_ml_375.2652573.77133624116.131.281160.99160.58182.0866411.8316400961.4428595.1065105.93178.562.692210.77364.333399.145625.68104.1530595.4768771.30194.103.832941.88379.433132.425325.1282.7027360.7359805.47266.735.444320.28349.905255.519399.8452.5117005.6740125.47292.366.475002.78335.276006.4510798.1346.6014977.2035955.47308.497.736145.80349.098320.5017010.8036.0611722.1031440.40171.272.492109.11433.2136985873.92115.2430845.0369616.53199.713.032688.23453.153715.365961.62101.8526985.9060253.57304.625.644765.98503.115625.689861.3358.4216266.2337468.77377.278.407096.44501.087607.3113312.8039.7011451.9027658.17462.6011.909385.11526.218236.4514273.0033.069738.6524039.579734.9425701.779462.1125817.439791.4125693.67OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 1050100200300400500SE +/- 0.35, N = 3SE +/- 0.74, N = 3SE +/- 1.20, N = 3SE +/- 1.44, N = 3SE +/- 0.50, N = 3SE +/- 0.20, N = 3SE +/- 1.33, N = 3SE +/- 2.67, N = 3SE +/- 0.78, N = 3SE +/- 1.12, N = 3SE +/- 0.73, N = 3308.49292.36266.73194.10178.56116.13462.60377.27304.62199.71171.271. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105080160240320400Min: 307.84 / Avg: 308.49 / Max: 309.02Min: 291.5 / Avg: 292.36 / Max: 293.84Min: 265.17 / Avg: 266.73 / Max: 269.09Min: 192.2 / Avg: 194.1 / Max: 196.93Min: 177.55 / Avg: 178.56 / Max: 179.11Min: 115.75 / Avg: 116.13 / Max: 116.4Min: 460.3 / Avg: 462.6 / Max: 464.9Min: 373.02 / Avg: 377.27 / Max: 382.21Min: 303.3 / Avg: 304.62 / Max: 306.01Min: 198.41 / Avg: 199.71 / Max: 201.95Min: 169.97 / Avg: 171.27 / Max: 172.51. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10503691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.736.475.443.832.691.2811.908.405.643.032.491. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10503691215Min: 7.72 / Avg: 7.73 / Max: 7.73Min: 6.47 / Avg: 6.47 / Max: 6.47Min: 5.44 / Avg: 5.44 / Max: 5.44Min: 3.83 / Avg: 3.83 / Max: 3.84Min: 2.68 / Avg: 2.69 / Max: 2.69Min: 1.28 / Avg: 1.28 / Max: 1.28Min: 11.88 / Avg: 11.9 / Max: 11.91Min: 8.39 / Avg: 8.4 / Max: 8.4Min: 5.64 / Avg: 5.64 / Max: 5.64Min: 3.03 / Avg: 3.03 / Max: 3.03Min: 2.48 / Avg: 2.49 / Max: 2.491. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10502K4K6K8K10KSE +/- 20.77, N = 3SE +/- 9.75, N = 3SE +/- 3.47, N = 3SE +/- 8.34, N = 3SE +/- 6.61, N = 3SE +/- 0.08, N = 3SE +/- 64.36, N = 3SE +/- 50.45, N = 3SE +/- 21.65, N = 3SE +/- 5.43, N = 3SE +/- 0.30, N = 36145.805002.784320.282941.882210.771160.999385.117096.444765.982688.232109.111. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105016003200480064008000Min: 6122.8 / Avg: 6145.8 / Max: 6187.26Min: 4989.69 / Avg: 5002.78 / Max: 5021.84Min: 4316.73 / Avg: 4320.28 / Max: 4327.23Min: 2933.45 / Avg: 2941.88 / Max: 2958.57Min: 2204.08 / Avg: 2210.77 / Max: 2224Min: 1160.9 / Avg: 1160.99 / Max: 1161.15Min: 9318.07 / Avg: 9385.11 / Max: 9513.8Min: 7045.56 / Avg: 7096.44 / Max: 7197.34Min: 4743.88 / Avg: 4765.98 / Max: 4809.29Min: 2682.55 / Avg: 2688.23 / Max: 2699.08Min: 2108.52 / Avg: 2109.11 / Max: 2109.411. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 1050110220330440550SE +/- 0.22, N = 3SE +/- 0.52, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.46, N = 3SE +/- 1.23, N = 3SE +/- 1.65, N = 3SE +/- 0.09, N = 3SE +/- 1.17, N = 3SE +/- 1.01, N = 3349.09335.27349.90379.43364.33160.58526.21501.08503.11453.15433.211. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105090180270360450Min: 348.65 / Avg: 349.09 / Max: 349.32Min: 334.68 / Avg: 335.27 / Max: 336.31Min: 349.84 / Avg: 349.9 / Max: 349.99Min: 379.35 / Avg: 379.43 / Max: 379.61Min: 363.76 / Avg: 364.33 / Max: 364.93Min: 160.08 / Avg: 160.58 / Max: 161.51Min: 524.01 / Avg: 526.21 / Max: 528.26Min: 499.35 / Avg: 501.08 / Max: 504.38Min: 502.94 / Avg: 503.11 / Max: 503.26Min: 451.15 / Avg: 453.15 / Max: 455.21Min: 431.22 / Avg: 433.21 / Max: 434.481. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10502K4K6K8K10KSE +/- 0.00, N = 3SE +/- 44.82, N = 3SE +/- 34.80, N = 3SE +/- 0.00, N = 3SE +/- 14.40, N = 3SE +/- 84.05, N = 3SE +/- 0.00, N = 3SE +/- 39.34, N = 3SE +/- 17.36, N = 3SE +/- 0.00, N = 38320.506006.455255.513132.423399.148236.457607.315625.683715.363698.001. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105014002800420056007000Min: 8320.5 / Avg: 8320.5 / Max: 8320.5Min: 5916.8 / Avg: 6006.45 / Max: 6051.27Min: 5220.71 / Avg: 5255.51 / Max: 5325.12Min: 3132.42 / Avg: 3132.42 / Max: 3132.42Min: 3370.33 / Avg: 3399.14 / Max: 3413.54Min: 8068.36 / Avg: 8236.45 / Max: 8320.5Min: 7607.31 / Avg: 7607.31 / Max: 7607.31Min: 5547 / Avg: 5625.68 / Max: 5665.02Min: 3698 / Avg: 3715.36 / Max: 3750.08Min: 3698 / Avg: 3698 / Max: 36981. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10504K8K12K16K20KSE +/- 369.80, N = 3SE +/- 147.93, N = 3SE +/- 109.30, N = 3SE +/- 0.00, N = 3SE +/- 39.34, N = 3SE +/- 259.50, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 44.82, N = 3SE +/- 42.88, N = 317010.8010798.139399.845325.125625.6814273.0013312.809861.335961.625873.921. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10503K6K9K12K15KMin: 16641 / Avg: 17010.8 / Max: 17750.4Min: 10650.2 / Avg: 10798.13 / Max: 11094Min: 9181.24 / Avg: 9399.84 / Max: 9509.14Min: 5325.12 / Avg: 5325.12 / Max: 5325.12Min: 5547 / Avg: 5625.68 / Max: 5665.02Min: 14013.5 / Avg: 14273 / Max: 14792Min: 13312.8 / Avg: 13312.8 / Max: 13312.8Min: 9861.33 / Avg: 9861.33 / Max: 9861.33Min: 5916.8 / Avg: 5961.62 / Max: 6051.27Min: 5788.17 / Avg: 5873.92 / Max: 5916.81. (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 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 10504080120160200SE +/- 0.48, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.40, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 336.0646.6052.5182.70104.1561.44182.0833.0639.7058.42101.85115.24
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 750GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 1050306090120150Min: 35.28 / Avg: 36.06 / Max: 36.94Min: 46.14 / Avg: 46.6 / Max: 46.83Min: 52.26 / Avg: 52.51 / Max: 52.73Min: 82.38 / Avg: 82.7 / Max: 83.32Min: 103.72 / Avg: 104.15 / Max: 104.95Min: 61.23 / Avg: 61.44 / Max: 61.75Min: 181.92 / Avg: 182.08 / Max: 182.37Min: 32.91 / Avg: 33.06 / Max: 33.21Min: 39.65 / Avg: 39.7 / Max: 39.8Min: 58.24 / Avg: 58.42 / Max: 58.61Min: 101.69 / Avg: 101.85 / Max: 102.13Min: 115.11 / Avg: 115.24 / Max: 115.42

Caffe AlexNet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDA AlexNetubu_ml_375.26ubu_ml3ubu_deepGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 760GeForce GTX 680GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105014K28K42K56K70KSE +/- 34.70, N = 3SE +/- 33.05, N = 3SE +/- 9.00, N = 3SE +/- 12.80, N = 3SE +/- 2.22, N = 3SE +/- 8.15, N = 3SE +/- 5.41, N = 3SE +/- 34.72, N = 3SE +/- 3.70, N = 3SE +/- 12.08, N = 3SE +/- 76.71, N = 3SE +/- 11.97, N = 3SE +/- 2.23, N = 3SE +/- 7.27, N = 3SE +/- 10.92, N = 3SE +/- 2.73, N = 39791.419462.119734.9411722.1014977.2017005.6727360.7330595.4728595.1066411.8352573.779738.6511451.9016266.2326985.9030845.031. (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: CUDA AlexNetubu_ml_375.26ubu_ml3ubu_deepGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 760GeForce GTX 680GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105012K24K36K48K60KMin: 9722.97 / Avg: 9791.41 / Max: 9835.57Min: 9403.9 / Avg: 9462.11 / Max: 9518.33Min: 9716.99 / Avg: 9734.94 / Max: 9745Min: 11708.9 / Avg: 11722.1 / Max: 11747.7Min: 14972.8 / Avg: 14977.2 / Max: 14979.9Min: 16995.1 / Avg: 17005.67 / Max: 17021.7Min: 27351.8 / Avg: 27360.73 / Max: 27370.5Min: 30526.1 / Avg: 30595.47 / Max: 30633Min: 28588.1 / Avg: 28595.1 / Max: 28600.7Min: 66396.6 / Avg: 66411.83 / Max: 66435.7Min: 52477.7 / Avg: 52573.77 / Max: 52725.4Min: 9714.87 / Avg: 9738.65 / Max: 9753.02Min: 11447.5 / Avg: 11451.9 / Max: 11454.7Min: 16251.7 / Avg: 16266.23 / Max: 16273.8Min: 26964.5 / Avg: 26985.9 / Max: 27000.4Min: 30842.2 / Avg: 30845.03 / Max: 30850.51. (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: CUDA Googlenetubu_ml_375.26ubu_ml3ubu_deepGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 760GeForce GTX 680GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105040K80K120K160K200KSE +/- 225.17, N = 3SE +/- 128.76, N = 3SE +/- 93.86, N = 3SE +/- 95.74, N = 3SE +/- 77.16, N = 3SE +/- 15.33, N = 3SE +/- 13.56, N = 3SE +/- 9.66, N = 3SE +/- 20.21, N = 3SE +/- 93.86, N = 3SE +/- 31.51, N = 3SE +/- 5.57, N = 3SE +/- 66.90, N = 3SE +/- 4.75, N = 3SE +/- 33.10, N = 3SE +/- 7.85, N = 325693.6725817.4325701.7731440.4035955.4740125.4759805.4768771.3065105.93164009.00133624.0024039.5727658.1737468.7760253.5769616.531. (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: CUDA Googlenetubu_ml_375.26ubu_ml3ubu_deepGeForce GTX 980 TiGeForce GTX 980GeForce GTX 970GeForce GTX 960GeForce GTX 950GeForce GTX 780 TiGeForce GTX 760GeForce GTX 680GeForce GTX 1080GeForce GTX 1070GeForce GTX 1060GeForce GTX 1050 TiGeForce GTX 105030K60K90K120K150KMin: 25350.3 / Avg: 25693.67 / Max: 26117.7Min: 25574.7 / Avg: 25817.43 / Max: 26013.3Min: 25590.3 / Avg: 25701.77 / Max: 25888.3Min: 31294.4 / Avg: 31440.4 / Max: 31620.7Min: 35860 / Avg: 35955.47 / Max: 36108.2Min: 40103.3 / Avg: 40125.47 / Max: 40154.9Min: 59781.3 / Avg: 59805.47 / Max: 59828.2Min: 68757 / Avg: 68771.3 / Max: 68789.7Min: 65073.9 / Avg: 65105.93 / Max: 65143.3Min: 163912 / Avg: 164009.33 / Max: 164197Min: 133591 / Avg: 133624 / Max: 133687Min: 24028.7 / Avg: 24039.57 / Max: 24047.1Min: 27527.8 / Avg: 27658.17 / Max: 27749.4Min: 37462.6 / Avg: 37468.77 / Max: 37478.1Min: 60188 / Avg: 60253.57 / Max: 60294.3Min: 69601.6 / Avg: 69616.53 / Max: 69628.21. (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

9 Results Shown

SHOC Scalable HeterOgeneous Computing:
  CUDA - FFT SP
  CUDA - MD5 Hash
  CUDA - Max SP Flops
  CUDA - Texture Read Bandwidth
ASKAP tConvolveCuda:
  Gridding
  Degridding
CUDA Mini-Nbody
Caffe AlexNet:
  CUDA AlexNet
  CUDA Googlenet

GeForce GTX 650

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: 256GB TOSHIBA-RD400, Graphics: MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 384
System Notes: GPU Compute Cores: 384.

Testing initiated at 26 December 2016 12:11 by user phoronix.

GeForce GTX 680

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1536
System Notes: GPU Compute Cores: 1536.

Testing initiated at 26 December 2016 11:51 by user phoronix.

GeForce GTX 750

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: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 512
System Notes: GPU Compute Cores: 512.

Testing initiated at 26 December 2016 13:38 by user phoronix.

GeForce GTX 760

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 760 2048MB (1124/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1152
System Notes: GPU Compute Cores: 1152.

Testing initiated at 26 December 2016 09:47 by user phoronix.

GeForce GTX 780 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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 2880
System Notes: GPU Compute Cores: 2880.

Testing initiated at 25 December 2016 18:57 by user phoronix.

GeForce GTX 950

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: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 768
System Notes: GPU Compute Cores: 768.

Testing initiated at 25 December 2016 14:12 by user phoronix.

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: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1024
System Notes: GPU Compute Cores: 1024.

Testing initiated at 25 December 2016 15:08 by user phoronix.

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: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1664
System Notes: GPU Compute Cores: 1664.

Testing initiated at 25 December 2016 16:46 by user phoronix.

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 980 4096MB (1126/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 2048
System Notes: GPU Compute Cores: 2048.

Testing initiated at 25 December 2016 18:06 by user phoronix.

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 2816
System Notes: GPU Compute Cores: 2816.

Testing initiated at 26 December 2016 13:07 by user phoronix.

GeForce GTX 1050

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: 256GB TOSHIBA-RD400, Graphics: Zotac NVIDIA GeForce GTX 1050 2048MB (1681/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 640
System Notes: GPU Compute Cores: 640.

Testing initiated at 25 December 2016 11:28 by user phoronix.

GeForce GTX 1050 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: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 768
System Notes: GPU Compute Cores: 768.

Testing initiated at 25 December 2016 12:45 by user phoronix.

GeForce GTX 1060

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1060 6GB 6144MB (557/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1280
System Notes: GPU Compute Cores: 1280.

Testing initiated at 26 December 2016 12:31 by user phoronix.

GeForce GTX 1070

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1070 8192MB (1069/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 1920
System Notes: GPU Compute Cores: 1920.

Testing initiated at 25 December 2016 10:35 by user phoronix.

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: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1080 8192MB (1538/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + 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 powersave
OpenCL Notes: GPU Compute Cores: 2560
System Notes: GPU Compute Cores: 2560.

Testing initiated at 25 December 2016 09:58 by user phoronix.

ubu_deep

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 powersave

Testing initiated at 1 February 2017 10:42 by user steel.

ubu_ml3

Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768

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 powersave

Testing initiated at 2 February 2017 18:50 by user steel.

ubu_ml_375.26

Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection

OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768

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 powersave

Testing initiated at 2 February 2017 19:14 by user steel.