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This repository has been archived by the owner on May 24, 2018. It is now read-only.
Bing Xu edited this page May 18, 2014 · 33 revisions

This is the documentation for cxxnet, a short and fast implementation for neural network in CPU/GPU

Getting started

  • Read Tutorial to get started, play cxxnet on MNIST, run a feed forward neural network and convolution neural network in 3 minutes!

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Parameter Setting

To understand more about cxxnet setting, this section will introduce all parameters of cxxnet and the effect of parameters. In general, cxxnet configuration file contains 4 kinds of configurations in a single file:

  • Set global parameters for neural network, related to device selection, running control.
  • Set parameters(learning rate, momentum) for learning procedure

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Guide to train ImageNet

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Code Layout

  • core: core implementation of layers and updaters of neural net
  • nnet: implementation of network that connects layers and updaters together
  • io: handles data input and preprecessing
  • utils: some utils to help simple tasks
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