CAFFE AlexNet JTX1

NVIDIA Jetson TX1 on the Caffe AlexNet benchmark. Tests for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1511158-HA-CAFFEALEX65
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Result
Identifier
Performance Per
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Date
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  Duration
Jetson TX1
November 14 2015
 
NVIDIA Jetson TK1
November 15 2015
 
Intel Xeon E5-2687W v3 - AMD FirePro V7900 2048MB -
November 14 2015
 
Core i5 6600K
November 15 2015
 
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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

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
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 Only200K400K600K800K1000KMin: 27639.4 / Avg: 27849.1 / Max: 28068.2Min: 54160.9 / Avg: 54473.3 / Max: 54906.8Min: 840321 / Avg: 841383 / Max: 842104Min: 1067300 / Avg: 1067776.67 / Max: 1068600Min: 217186 / Avg: 218669.33 / Max: 221310Min: 182914 / Avg: 183041 / Max: 1831331. (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