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ZNNi - Maximizing 3D ConvNet Inference Throughput Using Multi-Core, Many-Core CPUs and GPUs

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ZNNi

ZNNi - Maximizing 3D ConvNet Inference Throughput Using Multi-Core, Many-Core CPUs and GPUs

Installation

Nvidia docker

We recommend to use nvidia-docker to install ZNNi. For the image, please contact Jingpeng Wu jingpeng.wu@gmail.com.

dependency

Library Components Notes
intel compiler tbb, icpc version > 13
cuda7.5
cudnn7.0

we use gcc4.8, 4.7/4.9 do not work!

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ZNNi - Maximizing 3D ConvNet Inference Throughput Using Multi-Core, Many-Core CPUs and GPUs

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  • C++ 66.6%
  • Cuda 18.7%
  • TeX 11.7%
  • C 2.1%
  • MATLAB 0.5%
  • Makefile 0.3%
  • Other 0.1%