CPU Caffe New CPUs Googlenet AlexNet

2 x Intel Xeon E5-2699 v4 testing with a Dell 072T6D and Matrox s G200eR2 on Ubuntu 16.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/1707279-TR-1703024RI02.

CPU Caffe New CPUs Googlenet AlexNetProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionCore i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800X1232 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dellperf_settingIntel 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 12288MBRealtek ALC1150ASUS PB278Intel ConnectionUbuntu 17.044.10.0-8-generic (x86_64)Unity 7.5.0X Server 1.18.4nouveau 1.0.134.1 Mesa 13.0.4 Gallium 0.4GCC 6.3.0 20161229ext42560x1440Intel Core i7-4790K @ 4.40GHz (8 Cores)Gigabyte Z97-HD3PIntel 4th Gen Core DRAM120GB OCZ TRION100Intel Haswell Desktop 1536MB (1250MHz)Intel Xeon E3-1200 v3/4thDELL P2415QRealtek RTL8111/8168/8411modesetting 1.18.43.3 Mesa 13.0.43840x2160Intel Core i5-6600K @ 3.90GHz (4 Cores)MSI Z170A GAMING PRO (MS-7984) v1.0Intel Skylake15360MB256GB TS256GSSD370SIntel HD 530 (Skylake GT2) 3072MB (1150MHz)Realtek ALC1150Intel Connection4.5 Mesa 13.0.4Intel Xeon E3-1245 v5 @ 3.90GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.032768MB120GB Samsung SSD 850Intel HD P530 (Skylake GT2) 3072MB (1150MHz)AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (16 Cores)MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0AMD Device 145016384MB256GB INTEL SSDPEKKW256G7Sapphire AMD Radeon R9 FURY / NANO 4096MBAMD Fiji HDMI/DPIntel I211 Gigabit Connection4.10.0-9-generic (x86_64)4.3 Mesa 13.0.4 Gallium 0.4 (LLVM 3.9.1)2 x Intel Xeon E5-2699 v4 @ 3.60GHz (44 Cores)Dell 072T6DIntel Xeon E7 v4/Xeon387072MB299GB PERC H730 MiniMatrox s G200eR2DELL P2212HBroadcom NetXtreme BCM5720 Gigabit PCIeUbuntu 16.044.10.0-27-generic (x86_64)Unity 7.4.0GCC 5.4.0 20160609nfs1280x1024OpenBenchmarking.orgCompiler Details- Core i7 6800K: --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=auto --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-target-system-zlib --with-tune=generic -v - Core i7 4790K: --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=auto --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-target-system-zlib --with-tune=generic -v - Core i5 6600K: --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=auto --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-target-system-zlib --with-tune=generic -v - Xeon E3-1245 v5: --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=auto --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-target-system-zlib --with-tune=generic -v - Ryzen 7 1800X: --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=auto --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-target-system-zlib --with-tune=generic -v - 123: --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 - 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell: --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 - perf_setting: --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 Details- Core i7 6800K: Scaling Governor: intel_pstate powersave- Core i7 4790K: Scaling Governor: intel_pstate powersave- Core i5 6600K: Scaling Governor: intel_pstate powersave- Xeon E3-1245 v5: Scaling Governor: intel_pstate powersave- Ryzen 7 1800X: Scaling Governor: acpi-cpufreq ondemand- 123: Scaling Governor: intel_pstate powersave- 2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dell: Scaling Governor: intel_pstate powersave- perf_setting: Scaling Governor: intel_pstate performance

CPU Caffe New CPUs Googlenet AlexNetcaffe: CPU AlexNetcaffe: CPU Googlenetscikit-learn: Phoronix Test Suite v7.0.0m4Core i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800X1232 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dellperf_setting37017378885040.0030485867371932.91585097226868065.60596443230912066.9629891566719236.8840525178138436.6840885379414836.45OpenBenchmarking.org

Caffe

Build: CPU AlexNet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU AlexNetCore i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800X2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dellperf_setting130K260K390K520K650KSE +/- 1760.82, N = 3SE +/- 1326.96, N = 3SE +/- 70.15, N = 3SE +/- 1197.41, N = 3SE +/- 74.81, N = 3SE +/- 287.98, N = 3SE +/- 1726.17, N = 33701733048585850975964432989154052514088531. (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

Caffe

Build: CPU Googlenet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU GooglenetCore i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800X2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dellperf_setting500K1000K1500K2000K2500KSE +/- 3026.69, N = 3SE +/- 2578.26, N = 3SE +/- 1706.14, N = 3SE +/- 1885.00, N = 3SE +/- 557.40, N = 3SE +/- 2706.24, N = 3SE +/- 12478.12, N = 3788850673719226868023091206671927813847941481. (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

Scikit-Learn

Phoronix Test Suite v7.0.0m4

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Phoronix Test Suite v7.0.0m4Core i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800X2 x Intel Xeon E5-2699 v4 - Matrox s G200eR2 - Dellperf_setting1530456075SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 3SE +/- 0.38, N = 340.0032.9165.6066.9636.8836.6836.45

Phoronix Test Suite v10.8.4