Code Monkey home page Code Monkey logo

znn-release's Introduction

ZNN v4

Required libraries

Supports Linux and MacOS. When using MKL fftw is not required

Library Ubuntu package name
fftw libfftw3-dev
boost libboost-all-dev
BoostNumpy NA
jemalloc libjemalloc-dev

Compiler flags

Flag Description
ZNN_CUBE_POOL Use custom memory pool, usually faster
ZNN_CUBE_POOL_LOCKFREE Use custom lockfree memory pool, even faster (some memory overhead)
ZNN_USE_FLOATS Use single precision floating point numbers
ZNN_DONT_CACHE_FFTS Don't cache FFTs for the backward pass
ZNN_USE_MKL_DIRECT_CONV Use MKL direct convolution
ZNN_USE_MKL_FFT Use MKL fftw wrappers
ZNN_USE_MKL_NATIVE_FFT Use MKL native convolution overrides the previous flag
ZNN_XEON_PHI 64 byte memory alignment

Compile gcc and clang

g++ -std=c++1y training_test.cpp -I../../ -I../include -lfftw3 -lfftw3f -lpthread -pthread -O3 -DNDEBUG -o training_test

Compile icc

icc -std=c++1y training_test.cpp -I../../ -I../include -lpthread -lrt -static-intel -DNDEBUG -O3 -mkl=sequential -o training_test

Contact

znn-release's People

Contributors

jingpengw avatar nicholasturner1 avatar torms3 avatar zlateski avatar

Stargazers

 avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.