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轻量级深度学习库 MXNet

MXNet是一款设计效率和灵活性的深度学习框架允许你混合符号编程和命令式编程,从而最大限度提高效率和生产力其核心是一个动态的依赖调度,它能够自动并行符号和命令的操作。一个图形优化层,使得符号执行速度快,内存使用高效这个库便携,轻量,而且能够扩展到多个GPU多台机器。

内容:

特性:

  • Design notes providing useful insights that can re-used by other DL projects

  • Flexible configuration for arbitrary computation graph

  • Mix and match good flavours of programming to maximize flexibility and efficiency

  • Lightweight, memory efficient and portable to smart devices

  • Scales up to multi GPUs and distributed setting with auto parallelism

  • Support for python, R, C++ and Julia

  • Cloud-friendly and directly compatible with S3, HDFS, and Azure

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