CPU Caffe New CPUs Googlenet AlexNet AMD Ryzen 7 1800X Eight-Core testing with a MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 and Sapphire AMD Radeon R9 FURY / NANO 4096MB on Ubuntu 17.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/1703024-RI-1702282RI75&gru&sro .
CPU Caffe New CPUs Googlenet AlexNet Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Core i7 6800K Core i7 4790K Core i5 6600K Xeon E3-1245 v5 Ryzen 7 1800X Intel Core i7-6800K @ 3.80GHz (12 Cores) MSI X99A WORKSTATION (MS-7A54) v1.0 Intel Xeon E7 v4/Xeon 16384MB 120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150 NVIDIA GeForce GTX TITAN X 12288MB Realtek ALC1150 ASUS PB278 Intel Connection Ubuntu 17.04 4.10.0-8-generic (x86_64) Unity 7.5.0 X Server 1.18.4 nouveau 1.0.13 4.1 Mesa 13.0.4 Gallium 0.4 GCC 6.3.0 20161229 ext4 2560x1440 Intel Core i7-4790K @ 4.40GHz (8 Cores) Gigabyte Z97-HD3P Intel 4th Gen Core DRAM 120GB OCZ TRION100 Intel Haswell Desktop 1536MB (1250MHz) Intel Xeon E3-1200 v3/4th DELL P2415Q Realtek RTL8111/8168/8411 modesetting 1.18.4 3.3 Mesa 13.0.4 3840x2160 Intel Core i5-6600K @ 3.90GHz (4 Cores) MSI Z170A GAMING PRO (MS-7984) v1.0 Intel Skylake 15360MB 256GB TS256GSSD370S Intel HD 530 (Skylake GT2) 3072MB (1150MHz) Realtek ALC1150 Intel Connection 4.5 Mesa 13.0.4 Intel Xeon E3-1245 v5 @ 3.90GHz (8 Cores) MSI C236A WORKSTATION (MS-7998) v1.0 32768MB 120GB Samsung SSD 850 Intel HD P530 (Skylake GT2) 3072MB (1150MHz) AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (16 Cores) MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 AMD Device 1450 16384MB 256GB INTEL SSDPEKKW256G7 Sapphire AMD Radeon R9 FURY / NANO 4096MB AMD Fiji HDMI/DP Intel I211 Gigabit Connection 4.10.0-9-generic (x86_64) 4.3 Mesa 13.0.4 Gallium 0.4 (LLVM 3.9.1) OpenBenchmarking.org Compiler Details - --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 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
CPU Caffe New CPUs Googlenet AlexNet caffe: CPU AlexNet caffe: CPU Googlenet scikit-learn: Phoronix Test Suite v7.0.0m4 Core i7 6800K Core i7 4790K Core i5 6600K Xeon E3-1245 v5 Ryzen 7 1800X 370173 788850 40.00 304858 673719 32.91 585097 2268680 65.60 596443 2309120 66.96 298915 667192 36.88 OpenBenchmarking.org
Caffe Build: CPU AlexNet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2016-12-29 Build: CPU AlexNet Core i5 6600K Core i7 4790K Core i7 6800K Ryzen 7 1800X Xeon E3-1245 v5 130K 260K 390K 520K 650K SE +/- 70.15, N = 3 SE +/- 1326.96, N = 3 SE +/- 1760.82, N = 3 SE +/- 74.81, N = 3 SE +/- 1197.41, N = 3 585097 304858 370173 298915 596443 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++ -lcblas -latlas
Caffe Build: CPU Googlenet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2016-12-29 Build: CPU Googlenet Core i5 6600K Core i7 4790K Core i7 6800K Ryzen 7 1800X Xeon E3-1245 v5 500K 1000K 1500K 2000K 2500K SE +/- 1706.14, N = 3 SE +/- 2578.26, N = 3 SE +/- 3026.69, N = 3 SE +/- 557.40, N = 3 SE +/- 1885.00, N = 3 2268680 673719 788850 667192 2309120 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++ -lcblas -latlas
Scikit-Learn Phoronix Test Suite v7.0.0m4 OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.17.1 Phoronix Test Suite v7.0.0m4 Core i5 6600K Core i7 4790K Core i7 6800K Ryzen 7 1800X Xeon E3-1245 v5 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.30, N = 3 SE +/- 0.20, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 65.60 32.91 40.00 36.88 66.96
Phoronix Test Suite v10.8.5