首页 > 代码库 > mxnet深度学习库简介
mxnet深度学习库简介
mxnet深度学习库简介
摘要: MXNet是一个深度学习库, 支持C++, Python, R, Scala, Julia, Matlab以及JavaScript等语言; 支持命令和符号编程; 可以运行在CPU,GPU,集群,服务器,台式机或者移动设备上. mxnet是cxxnet的下一代, cxxnet借鉴了Caffe的思想, 但是在实现上更加干净.
MXNet安装:
这里针对的是Ubuntu 12+以上的系统的安装过程, 首先安装git(如果你电脑上还没有的话):
# Install git if not already installed. sudo apt-get update sudo apt-get -y install git
我们需要用git将MXNet的源代码仓库克隆到本地,
# Clone mxnet repository. In terminal, run the commands WITHOUT "sudo" git clone https://github.com/dmlc/mxnet.git ~/MXNet/mxnet --recursive # Install MXNet dependencies cd ~/MXNet/mxnet/setup-utils bash install-mxnet-ubuntu.sh # We have added MXNet Python package path in your ~/.bashrc. # Run below command to refresh environment variables. $ source ~/.bashrc
install-mxnet-ubuntu.sh里面的内容为:
#!/usr/bin/env bash ###################################################################### # This script installs MXNet for Python along with all required dependencies on a Ubuntu Machine. # Tested on Ubuntu 14.0 + distro. ###################################################################### set -e echo "Installing build-essential, libatlas-base-dev, libopencv-dev..." sudo apt-get update sudo apt-get install -y build-essential libatlas-base-dev libopencv-dev echo "Installing MXNet core. This can take few minutes..." cd ~/MXNet/mxnet/ make -j$(nproc) echo "Installing Numpy..." # 安装numpy sudo apt-get install python-numpy echo "Installing Python setuptools..." sudo apt-get install python-setuptools echo "Installing Python package for MXNet..." cd python; sudo python setup.py install echo "Adding MXNet path to your ~/.bashrc file" echo "export PYTHONPATH=~/MXNet/mxnet/python" >> ~/.bashrc echo "Done! MXNet for Python installation is complete. Go ahead and explore MXNet with Python :-)"
本电脑中,build-essential, libatlas-base-dev, libopencv-dev已经是最新的版本了, numpy和python也都安装过了.
MXNet入门:
参考文献:
[1]mxnet: http://mxnet.readthedocs.io/en/latest/
[2]mxnet — API 1.10 文档: https://turi.com/products/create/docs/graphlab.mxnet.html
[3]Tutorials — mxnet 0.7.0 文档: mxnet.io/tutorials/index.html
[4]MXNet - 算法组:suanfazu.com/t/mxnet/13291
mxnet深度学习库简介
声明:以上内容来自用户投稿及互联网公开渠道收集整理发布,本网站不拥有所有权,未作人工编辑处理,也不承担相关法律责任,若内容有误或涉及侵权可进行投诉: 投诉/举报 工作人员会在5个工作日内联系你,一经查实,本站将立刻删除涉嫌侵权内容。