ARMv8 rev 3 testing with a quill and GP10B (nvgpu)/ on Ubuntu 16.04 via the Phoronix Test Suite. nvCaffe modifications. Tests for a future article
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Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1704219-TR-CAFFECUDA04 Caffe vs. nvCaffe On Jetson TX2 - Phoronix Test Suite Caffe vs. nvCaffe On Jetson TX2 ARMv8 rev 3 testing with a quill and GP10B (nvgpu)/ on Ubuntu 16.04 via the Phoronix Test Suite. nvCaffe modifications. Tests for a future article
HTML result view exported from: https://openbenchmarking.org/result/1704219-TR-CAFFECUDA04&grr&rdt&rro .
Caffe vs. nvCaffe On Jetson TX2 Processor Motherboard Memory Disk Graphics OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution Caffe NVIDIA nvCaffe ARMv8 rev 3 @ 2.00GHz (6 Cores) quill 8192MB 31GB 032G34 GP10B (nvgpu)/ Ubuntu 16.04 4.4.15-tegra (aarch64) Unity 7.4.0 X Server 1.18.3 NVIDIA 27.1.0 4.5.0 1.0.8 GCC 5.4.0 20160609 + CUDA 8.0 ext4 3840x2160 OpenBenchmarking.org Compiler Details - --build=aarch64-linux-gnu --disable-browser-plugin --disable-libquadmath --disable-werror --enable-checking=release --enable-clocale=gnu --enable-fix-cortex-a53-843419 --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-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --target=aarch64-linux-gnu --with-arch-directory=aarch64 --with-default-libstdcxx-abi=new -v Processor Details - Scaling Governor: tegra_cpufreq schedutil
Caffe vs. nvCaffe On Jetson TX2 caffe: CUDA Googlenet caffe: CUDA AlexNet Caffe NVIDIA nvCaffe 301424 143994 237643 120787 OpenBenchmarking.org
Caffe Build: CUDA Googlenet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2016-12-29 Build: CUDA Googlenet NVIDIA nvCaffe Caffe 60K 120K 180K 240K 300K SE +/- 82.12, N = 3 SE +/- 91.38, N = 3 237643 301424 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: CUDA AlexNet OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2016-12-29 Build: CUDA AlexNet NVIDIA nvCaffe Caffe 30K 60K 90K 120K 150K SE +/- 119.84, N = 3 SE +/- 441.73, N = 3 120787 143994 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
Phoronix Test Suite v10.8.4