Apache MXNet (Incubating)

A deep learning software framework, used to train, and deploy deep neural networks

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Overview

Apache MXNet is an open source multi-language machine learning (ML) library especially to train and deploy deep neural networks, on a wide array of devices. Once embedded in the host language, it blends declarative symbolic expression with imperative tensor computation. It is built on a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly. A graph optimization layer on top of that makes symbolic execution fast and memory efficient. It offers auto differentiation to derive gradients. MXNet is computation and memory efficient and runs on various heterogeneous systems, ranging from mobile devices to distributed GPU clusters.

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Platform

  

Social

       

System Requirements

Not available, but hey, you could help!

Ratings

Not available, but hey, you could help!

Developer

Apache Software Foundation

Written in

C++, Python, Perl, Scala, CUDA, R, JavaScript, Julia, Golang

Initial Release

8 April 2014

License

Apache v2