NVIDIA Jetson TX1 on the Caffe AlexNet benchmark. Tests for a future article.
HTML result view exported from: https://openbenchmarking.org/result/1511158-HA-CAFFEALEX65.
CAFFE AlexNet JTX1ProcessorMotherboardMemoryDiskGraphicsNetworkChipsetAudioMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGLJetson TX1NVIDIA Jetson TK1Intel Xeon E5-2687W v3 - AMD FirePro V7900 2048MB -Core i5 6600KCortex A57 rev 1 @ 1.91GHz (4 Cores)jetson_tx14096MB16GB 016G32 + 16GB SL16GNVIDIA TEGRAUbuntu 14.043.10.67-g3a5c467 (aarch64)Unity 7.2.2X Server 1.15.1NVIDIA 1.0.0GCC 4.8.4 + CUDA 7.0ext43840x2160ARMv7 rev 3 @ 2.32GHz (2 Cores)jetson-tk12048MB16GB SEM16GGK20A/NullRM/AXIRealtek RTL8111/8168/84113.10.40-gdacac96 (armv7l)NVIDIA 21.44.3.0GCC 4.8.4 + CUDA 6.51920x1080Intel Xeon E5-2687W v3 @ 3.10GHz (20 Cores)MSI X99S SLI PLUS (MS-7885) v1.0Intel Haswell-E DMI216384MBPNY CS1211 120GB + 80GB INTEL SSDSCKGW08AMD FirePro V7900 2048MBRealtek ALC892ASUS PB278Intel Connection3.13.0-68-generic (x86_64)radeon 7.3.0GCC 4.8.42560x1440Intel Core i5-6600K @ 3.50GHz (4 Cores)MSI Z170A GAMING PRO (MS-7984) v1.0Intel Device 191f256GB TS256GSSD370SNVIDIA GeForce GTX 980 4096MB (1126/3505MHz)Intel Device a170Intel Device 15b83.19.0-33-generic (x86_64)Unity 7.2.5X Server 1.17.1NVIDIA 352.394.3.0GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.52560x1600OpenBenchmarking.orgCompiler Details- Jetson TX1: --build=arm-linux-gnueabihf --disable-browser-plugin --disable-libitm --disable-libmudflap --disable-libquadmath --disable-sjlj-exceptions --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,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=arm-linux-gnueabihf --target=arm-linux-gnueabihf --with-arch-directory=arm --with-arch=armv7-a --with-float=hard --with-fpu=vfpv3-d16 --with-mode=thumb -v - NVIDIA Jetson TK1: --build=arm-linux-gnueabihf --disable-browser-plugin --disable-libitm --disable-libmudflap --disable-libquadmath --disable-sjlj-exceptions --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,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=arm-linux-gnueabihf --target=arm-linux-gnueabihf --with-arch-directory=arm --with-arch=armv7-a --with-float=hard --with-fpu=vfpv3-d16 --with-mode=thumb -v - Intel Xeon E5-2687W v3 - AMD FirePro V7900 2048MB -: --build=x86_64-linux-gnu --disable-browser-plugin --disable-libmudflap --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,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --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-multilib-list=m32,m64,mx32 --with-tune=generic -v - Core i5 6600K: --build=x86_64-linux-gnu --disable-browser-plugin --disable-libmudflap --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,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --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-multilib-list=m32,m64,mx32 --with-tune=generic -v Processor Details- Jetson TX1: Scaling Governor: tegra interactive- NVIDIA Jetson TK1: Scaling Governor: tegra interactive- Intel Xeon E5-2687W v3 - AMD FirePro V7900 2048MB -: Scaling Governor: acpi-cpufreq ondemand- Core i5 6600K: Scaling Governor: acpi-cpufreq ondemand
CAFFE AlexNet JTX1caffe: CUDADifferenceStandard ErrorStandard DeviationJetson TX1NVIDIA Jetson TK1Intel Xeon E5-2687W v3 - AMD FirePro V7900 2048MB -Core i5 6600KJetson TX1 - CPU OnlyNVIDIA Jetson TK1 - CPU OnlyIntel Xeon E5-2687W v3 - CPU OnlyCore i5 6600K - CPU Only27849.101.97x123.870.77%54473.301.95x223.670.71%8413831.21x542.210.11%10677771.00x413.370.07%2186691.80x1323.681.05%1830411.83x65.600.06%OpenBenchmarking.org
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2015-11-14Build: CUDAJetson TX1NVIDIA Jetson TK1Jetson TX1 - CPU OnlyNVIDIA Jetson TK1 - CPU OnlyIntel Xeon E5-2687W v3 - CPU OnlyCore i5 6600K - CPU Only200K400K600K800K1000KSE +/- 123.87, N = 3SE +/- 223.67, N = 3SE +/- 542.21, N = 3SE +/- 413.37, N = 3SE +/- 1323.68, N = 3SE +/- 65.60, N = 327849.1054473.30841383.001067777.00218669.00183041.001. (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
Phoronix Test Suite v10.8.4