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

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Caffe
April 21 2017
 
NVIDIA nvCaffe
April 21 2017
 
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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 Caffe: Processor: ARMv8 rev 3 @ 2.00GHz (6 Cores), Motherboard: quill, Memory: 8192MB, Disk: 31GB 032G34, Graphics: GP10B (nvgpu)/ OS: Ubuntu 16.04, Kernel: 4.4.15-tegra (aarch64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.3, Display Driver: NVIDIA 27.1.0, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA nvCaffe: Processor: ARMv8 rev 3 @ 2.00GHz (6 Cores), Motherboard: quill, Memory: 8192MB, Disk: 31GB 032G34, Graphics: GP10B (nvgpu)/ OS: Ubuntu 16.04, Kernel: 4.4.15-tegra (aarch64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.3, Display Driver: NVIDIA 27.1.0, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 Caffe 2016-12-29 Build: CUDA Googlenet Milli-Seconds < Lower Is Better Caffe .......... 301424 |====================================================== NVIDIA nvCaffe . 237643 |=========================================== Caffe 2016-12-29 Build: CUDA AlexNet Milli-Seconds < Lower Is Better Caffe .......... 143994 |====================================================== NVIDIA nvCaffe . 120787 |=============================================