Docker Round 2

Intel Core i7-6800K testing on Debian GNU/Linux 8 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1611257-TA-1611252TA64
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Bare Metal Host
November 24 2016
 
ubuntu
November 25 2016
 
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November 25 2016
 
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Bare Metal Host

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Chipset: Intel Xeon E7 v4/Xeon, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Graphics: NVIDIA GeForce GTX TITAN X 12258MB, Audio: Realtek ALC1150, Monitor: ASUS PB278, Network: Intel Connection

OS: Ubuntu 16.10, Kernel: 4.8.0-27-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: nouveau 1.0.12, OpenGL: 3.3 Mesa 12.0.3 Gallium 0.4, Compiler: GCC 6.2.0 20161005, File-System: ext4, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --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 --program-prefix=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
Disk Notes: DEADLINE / data=ordered,errors=remount-ro,relatime,rw
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.12+.

ubuntu

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Audio: Realtek ALC1150, Monitor: ASUS PB278

OS: Ubuntu 16.04.1 LTS, Kernel: 4.8.0-27-generic (x86_64), Compiler: GCC 5.4.0 20160609, File-System: aufs, Screen Resolution: 2560x1440, System Layer: docker

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
System Notes: Python 2.7.12.
Disk Scheduler Notes: DEADLINE

debian

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Audio: Realtek ALC1150

OS: Debian GNU/Linux 8, Kernel: 4.8.0-27-generic (x86_64), Compiler: GCC 4.9.2, File-System: aufs, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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=i586 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.9.
Disk Scheduler Notes: DEADLINE

clearlinux

OS: Clear Linux 11660, Kernel: 4.8.0-27-generic (x86_64), Vulkan: 1.0.3, Compiler: GCC 6.2.0 + Clang 3.9.0 + LLVM 3.9.0, File-System: aufs, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-generic-linux --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --enable-__cxa_atexit --enable-bootstrap --enable-clocale=gnu --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libmpx --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.12.
Disk Scheduler Notes: DEADLINE

Docker Round 2ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionSystem LayerVulkanBare Metal HostubuntudebianclearlinuxIntel Core i7-6800K @ 3.80GHz (12 Cores)MSI X99A WORKSTATION (MS-7A54) v1.0Intel Xeon E7 v4/Xeon16384MB120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150NVIDIA GeForce GTX TITAN X 12258MBRealtek ALC1150ASUS PB278Intel ConnectionUbuntu 16.104.8.0-27-generic (x86_64)Unity 7.5.0X Server 1.18.4nouveau 1.0.123.3 Mesa 12.0.3 Gallium 0.4GCC 6.2.0 20161005ext42560x1440Ubuntu 16.04.1 LTSGCC 5.4.0 20160609aufsdockerDebian GNU/Linux 8GCC 4.9.2Clear Linux 116601.0.3GCC 6.2.0 + Clang 3.9.0 + LLVM 3.9.0OpenBenchmarking.orgCompiler Details- Bare Metal Host: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --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 --program-prefix=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 - ubuntu: --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 - debian: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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=i586 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v - clearlinux: --build=x86_64-generic-linux --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --enable-__cxa_atexit --enable-bootstrap --enable-clocale=gnu --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libmpx --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell Disk Details- Bare Metal Host: DEADLINE / data=ordered,errors=remount-ro,relatime,rwProcessor Details- Scaling Governor: intel_pstate powersaveSystem Details- Bare Metal Host: Python 2.7.12+.- ubuntu: Python 2.7.12.- debian: Python 2.7.9.- clearlinux: Python 2.7.12.Disk Scheduler Details- ubuntu, debian, clearlinux: DEADLINE

Bare Metal HostubuntudebianclearlinuxLogarithmic Result OverviewPhoronix Test SuiteCaffe AlexNetNumpy BenchmarkCompile BenchFS-MarkFlexible IO Tester

Docker Round 2fio: Rand Read - Libaio - No - Yes - 4KB - Default Test Directory - MB/sfio: Rand Write - Libaio - No - Yes - 4KB - Default Test Directory - MB/sfio: Seq Read - Libaio - No - Yes - 4KB - Default Test Directory - MB/sfio: Seq Write - Libaio - No - Yes - 4KB - Default Test Directory - MB/sfs-mark: 1000 Files, 1MB Sizefs-mark: 5000 Files, 1MB Size, 4 Threadscompilebench: Compilecompilebench: Initial Createcompilebench: Read Compiled Treenumpy: Phoronix Test Suite v6.8.0m2caffe: CPU AlexNetcaffe: CPU Googlenetscikit-learn: Phoronix Test Suite v6.8.0m2Bare Metal Hostubuntudebianclearlinux392.44345.52457.49417.67113.22115.47674.74445.562514.14631752836649978666735.78391.38344.60456.95420.62109.50114.93563.47228.141354.70718028740183277712136.29392.31345.29455.50413.36101.45114.68540.42203.011276.531128159141279477618531.88392.26345.25456.08419.68110.27109.37560.36239.321440.96566541292620393667OpenBenchmarking.org

Flexible IO Tester

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Random Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux90180270360450SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3392.44391.38392.31392.26-libverbs-libverbs-libverbs1. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl
OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Random Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux70140210280350Min: 392.32 / Avg: 392.44 / Max: 392.6Min: 391.26 / Avg: 391.38 / Max: 391.55Min: 392.14 / Avg: 392.31 / Max: 392.56Min: 392.1 / Avg: 392.26 / Max: 392.511. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Random Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux80160240320400SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3345.52344.60345.29345.25-libverbs-libverbs-libverbs1. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl
OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Random Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux60120180240300Min: 345.51 / Avg: 345.52 / Max: 345.56Min: 344.51 / Avg: 344.6 / Max: 344.75Min: 345.07 / Avg: 345.29 / Max: 345.42Min: 345.13 / Avg: 345.25 / Max: 345.351. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux100200300400500SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 3457.49456.95455.50456.08-libverbs-libverbs-libverbs1. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl
OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux80160240320400Min: 457.16 / Avg: 457.49 / Max: 457.76Min: 456.76 / Avg: 456.95 / Max: 457.15Min: 455.45 / Avg: 455.5 / Max: 455.55Min: 455.68 / Avg: 456.08 / Max: 456.781. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux90180270360450SE +/- 0.90, N = 3SE +/- 0.19, N = 3SE +/- 6.59, N = 3SE +/- 1.06, N = 3417.67420.62413.36419.68-libverbs-libverbs-libverbs1. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl
OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory - Result: MB/sBare Metal Hostubuntudebianclearlinux70140210280350Min: 416.16 / Avg: 417.67 / Max: 419.26Min: 420.38 / Avg: 420.62 / Max: 420.99Min: 400.18 / Avg: 413.36 / Max: 420.14Min: 417.57 / Avg: 419.68 / Max: 420.891. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -lrt -laio -lz -lm -lpthread -ldl

FS-Mark

FS_Mark is designed to test a system's file-system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB SizeBare Metal Hostubuntudebianclearlinux306090120150SE +/- 19.32, N = 6SE +/- 18.46, N = 6SE +/- 17.81, N = 6SE +/- 21.05, N = 6113.22109.50101.45110.271. (CC) gcc options: -static
OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB SizeBare Metal Hostubuntudebianclearlinux20406080100Min: 72.7 / Avg: 113.22 / Max: 171Min: 71.2 / Avg: 109.5 / Max: 166.5Min: 70.5 / Avg: 101.45 / Max: 157.7Min: 69.9 / Avg: 110.27 / Max: 1771. (CC) gcc options: -static

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 5000 Files, 1MB Size, 4 ThreadsBare Metal Hostubuntudebianclearlinux306090120150SE +/- 1.09, N = 3SE +/- 1.85, N = 3SE +/- 2.28, N = 6SE +/- 0.67, N = 3115.47114.93114.68109.371. (CC) gcc options: -static
OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 5000 Files, 1MB Size, 4 ThreadsBare Metal Hostubuntudebianclearlinux20406080100Min: 114 / Avg: 115.47 / Max: 117.6Min: 111.6 / Avg: 114.93 / Max: 118Min: 107.6 / Avg: 114.68 / Max: 124.4Min: 108.1 / Avg: 109.37 / Max: 110.41. (CC) gcc options: -static

Compile Bench

Compilebench tries to age a filesystem by simulating some of the disk IO common in creating, compiling, patching, stating and reading kernel trees. It indirectly measures how well filesystems can maintain directory locality as the disk fills up and directories age. This current test is setup to use the makej mode with 10 initial directories Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: CompileBare Metal Hostubuntudebianclearlinux150300450600750SE +/- 7.56, N = 3SE +/- 16.51, N = 6SE +/- 21.22, N = 6SE +/- 8.40, N = 6674.74563.47540.42560.36
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: CompileBare Metal Hostubuntudebianclearlinux120240360480600Min: 659.62 / Avg: 674.74 / Max: 682.67Min: 482.21 / Avg: 563.47 / Max: 588.8Min: 435.82 / Avg: 540.42 / Max: 574.55Min: 523.88 / Avg: 560.36 / Max: 583.91

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Initial CreateBare Metal Hostubuntudebianclearlinux100200300400500SE +/- 10.93, N = 3SE +/- 9.67, N = 3SE +/- 16.53, N = 3SE +/- 11.86, N = 3445.56228.14203.01239.32
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Initial CreateBare Metal Hostubuntudebianclearlinux80160240320400Min: 425.25 / Avg: 445.56 / Max: 462.7Min: 208.81 / Avg: 228.14 / Max: 238.24Min: 170.26 / Avg: 203.01 / Max: 223.3Min: 215.68 / Avg: 239.32 / Max: 252.89

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Read Compiled TreeBare Metal Hostubuntudebianclearlinux5001000150020002500SE +/- 19.31, N = 3SE +/- 10.88, N = 3SE +/- 33.02, N = 3SE +/- 6.79, N = 32514.141354.701276.531440.96
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Read Compiled TreeBare Metal Hostubuntudebianclearlinux400800120016002000Min: 2494.83 / Avg: 2514.14 / Max: 2552.77Min: 1340.61 / Avg: 1354.7 / Max: 1376.1Min: 1227.79 / Avg: 1276.53 / Max: 1339.48Min: 1430.48 / Avg: 1440.96 / Max: 1453.69

Numpy Benchmark

OpenBenchmarking.orgNanoseconds, Fewer Is BetterNumpy BenchmarkPhoronix Test Suite v6.8.0m2Bare Metal Hostubuntudebianclearlinux2M4M6M8M10M63175287180287112815915665412

Caffe AlexNet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CPU AlexNetBare Metal Hostubuntudebianclearlinux90K180K270K360K450KSE +/- 812.67, N = 3SE +/- 428.40, N = 3SE +/- 6631.44, N = 3SE +/- 259.78, N = 336649940183241279492620-lcblas -latlas-lcblas -latlas-lcblas -latlas-lopencv_imgcodecs -lopenblas1. (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++
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CPU AlexNetBare Metal Hostubuntudebianclearlinux70K140K210K280K350KMin: 364989 / Avg: 366498.67 / Max: 367775Min: 401106 / Avg: 401831.67 / Max: 402589Min: 404680 / Avg: 412794.33 / Max: 425937Min: 92192 / Avg: 92619.67 / Max: 930891. (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++

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CPU GooglenetBare Metal Hostubuntudebianclearlinux200K400K600K800K1000KSE +/- 1085.93, N = 3SE +/- 844.82, N = 3SE +/- 4596.06, N = 3SE +/- 1085.32, N = 3786667777121776185393667-lcblas -latlas-lcblas -latlas-lcblas -latlas-lopencv_imgcodecs -lopenblas1. (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++
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CPU GooglenetBare Metal Hostubuntudebianclearlinux140K280K420K560K700KMin: 785428 / Avg: 786666.67 / Max: 788831Min: 775439 / Avg: 777121 / Max: 778101Min: 770960 / Avg: 776185 / Max: 785347Min: 392057 / Avg: 393667.33 / Max: 3957331. (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++

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Phoronix Test Suite v6.8.0m2Bare Metal Hostubuntudebian816243240SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.06, N = 335.7836.2931.88
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Phoronix Test Suite v6.8.0m2Bare Metal Hostubuntudebian816243240Min: 35.56 / Avg: 35.78 / Max: 35.93Min: 35.76 / Avg: 36.29 / Max: 36.69Min: 31.81 / Avg: 31.88 / Max: 32.01

Bare Metal Host

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Chipset: Intel Xeon E7 v4/Xeon, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Graphics: NVIDIA GeForce GTX TITAN X 12258MB, Audio: Realtek ALC1150, Monitor: ASUS PB278, Network: Intel Connection

OS: Ubuntu 16.10, Kernel: 4.8.0-27-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: nouveau 1.0.12, OpenGL: 3.3 Mesa 12.0.3 Gallium 0.4, Compiler: GCC 6.2.0 20161005, File-System: ext4, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --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 --program-prefix=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
Disk Notes: DEADLINE / data=ordered,errors=remount-ro,relatime,rw
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.12+.

Testing initiated at 24 November 2016 18:16 by user phoronix.

ubuntu

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Audio: Realtek ALC1150, Monitor: ASUS PB278

OS: Ubuntu 16.04.1 LTS, Kernel: 4.8.0-27-generic (x86_64), Compiler: GCC 5.4.0 20160609, File-System: aufs, Screen Resolution: 2560x1440, System Layer: docker

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
System Notes: Python 2.7.12.
Disk Scheduler Notes: DEADLINE

Testing initiated at 25 November 2016 02:17 by user root.

debian

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Audio: Realtek ALC1150

OS: Debian GNU/Linux 8, Kernel: 4.8.0-27-generic (x86_64), Compiler: GCC 4.9.2, File-System: aufs, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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=i586 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.9.
Disk Scheduler Notes: DEADLINE

Testing initiated at 25 November 2016 14:19 by user root.

clearlinux

Processor: Intel Core i7-6800K @ 3.80GHz (12 Cores), Motherboard: MSI X99A WORKSTATION (MS-7A54) v1.0, Memory: 16384MB, Disk: 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150, Audio: Realtek ALC1150

OS: Clear Linux 11660, Kernel: 4.8.0-27-generic (x86_64), Vulkan: 1.0.3, Compiler: GCC 6.2.0 + Clang 3.9.0 + LLVM 3.9.0, File-System: aufs, Screen Resolution: 2560x1440

Compiler Notes: --build=x86_64-generic-linux --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --enable-__cxa_atexit --enable-bootstrap --enable-clocale=gnu --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libmpx --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell
Processor Notes: Scaling Governor: intel_pstate powersave
System Notes: Python 2.7.12.
Disk Scheduler Notes: DEADLINE

Testing initiated at 25 November 2016 12:28 by user root.