Machine Deep Learning CPU Linux Distro Tests Intel Xeon E5-2687W v3 testing with a MSI X99S SLI PLUS (MS-7885) v1.0 and NVIDIA GeForce GTX 770 2048MB on openSUSE 20160927 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/1609293-LO-1609292LO34&sro .
Machine Deep Learning CPU Linux Distro Tests Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Vulkan Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 Clear Linux 10660 Fedora 24 openSUSE 20160927 Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores) MSI X99S SLI PLUS (MS-7885) v1.0 Intel Xeon E7 v3/Xeon 32768MB 80GB INTEL SSDSCKGW08 NVIDIA GeForce GTX 770 2048MB Realtek ALC892 DELL P2415Q Intel Connection Ubuntu 16.04 4.4.0-38-generic (x86_64) Unity 7.4.0 X Server 1.18.3 nouveau 1.0.12 4.1 Mesa 11.2.0 Gallium 0.4 GCC 5.4.0 20160609 ext4 1920x1080 LLVMpipe Ubuntu 16.10 4.8.0-17-generic (x86_64) Unity 7.5.0 X Server 1.18.4 3.3 Mesa 12.0.3 Gallium 0.4 1.0.21 GCC 6.2.0 20160914 640x480 Intel Xeon E5-2687W v3 @ 3.10GHz (20 Cores) NVIDIA GeForce GTX 770 Clear Linux 10660 4.7.5-263.native (x86_64) GCC 6.2.0 + Clang 3.9.0 + LLVM 3.9.0 1024x768 Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores) NVIDIA GeForce GTX 770 2048MB DELL P2415Q Fedora 24 4.5.5-300.fc24.x86_64 (x86_64) GNOME Shell 3.20.2 nouveau 1.0.12 4.1 Mesa 11.2.1 (git-79b0e13) Gallium 0.4 GCC 6.1.1 20160510 3840x2160 openSUSE 20160927 4.7.4-2-default (x86_64) KDE Frameworks 5 X Server 1.18.4 nouveau 1.0.13 4.3 Mesa 12.0.3 Gallium 0.4 xfs OpenBenchmarking.org Compiler Details - Ubuntu 16.04.1 LTS: --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 - Ubuntu 16.10 Beta 2: --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 - Clear Linux 10660: --build=x86_64-generic-linux --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-system-libunwind --with-tune=haswell - Fedora 24: --build=x86_64-redhat-linux --disable-libgcj --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,objc,obj-c++,fortran,ada,go,lto --enable-libmpx --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-isl --with-linker-hash-style=gnu --with-tune=generic - openSUSE 20160927: --build=x86_64-suse-linux --disable-libcc1 --disable-libgcj --disable-libssp --disable-libstdcxx-pch --disable-libvtv --enable-__cxa_atexit --enable-checking=release --enable-gnu-indirect-function --enable-languages=c,c++,objc,fortran,obj-c++,java,ada,go --enable-libstdcxx-allocator=new --enable-linux-futex --enable-multilib --enable-offload-targets=hsa --enable-plugin --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=x86-64 --with-slibdir=/lib64 --with-tune=generic --without-system-libunwind Processor Details - Ubuntu 16.04.1 LTS: Scaling Governor: intel_pstate powersave - Ubuntu 16.10 Beta 2: Scaling Governor: intel_pstate powersave - Clear Linux 10660: Scaling Governor: acpi-cpufreq performance - Fedora 24: Scaling Governor: intel_pstate powersave - openSUSE 20160927: Scaling Governor: intel_pstate powersave Environment Details - Ubuntu 16.10 Beta 2: LIBGL_ALWAYS_SOFTWARE=1
Machine Deep Learning CPU Linux Distro Tests numpy: Phoronix Test Suite v6.6.0 caffe: CPU AlexNet caffe: CPU Googlenet scikit-learn: Phoronix Test Suite v6.6.0 Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 Clear Linux 10660 Fedora 24 openSUSE 20160927 7232012 430672 827275 39.18 6683399 405999 896180 40.90 5614407 83682 400067 19.04 7191117 6481433 OpenBenchmarking.org
Numpy Benchmark Phoronix Test Suite v6.6.0 OpenBenchmarking.org Nanoseconds, Fewer Is Better Numpy Benchmark Phoronix Test Suite v6.6.0 Clear Linux 10660 Fedora 24 Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 openSUSE 20160927 1.5M 3M 4.5M 6M 7.5M 5614407 7191117 7232012 6683399 6481433
Caffe AlexNet Build: CPU AlexNet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe AlexNet 2016-06-11 Build: CPU AlexNet Clear Linux 10660 Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 90K 180K 270K 360K 450K SE +/- 40.50, N = 3 SE +/- 835.13, N = 3 SE +/- 290.32, N = 3 83682 430672 405999 -lopencv_imgcodecs -lopenblas -lcblas -latlas -lcblas -latlas 1. (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++
Caffe AlexNet Build: CPU Googlenet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe AlexNet 2016-06-11 Build: CPU Googlenet Clear Linux 10660 Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 200K 400K 600K 800K 1000K SE +/- 270.47, N = 3 SE +/- 1364.93, N = 3 SE +/- 2029.68, N = 3 400067 827275 896180 -lopencv_imgcodecs -lopenblas -lcblas -latlas -lcblas -latlas 1. (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 Phoronix Test Suite v6.6.0 OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.17.1 Phoronix Test Suite v6.6.0 Clear Linux 10660 Ubuntu 16.04.1 LTS Ubuntu 16.10 Beta 2 9 18 27 36 45 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 19.04 39.18 40.90
Phoronix Test Suite v10.8.4