Towards Next Generation Deep Learning Framework

CVPR 2017 Tutorial

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An Introduction to MXNet/Gluon

MXNet is widely used in production environments owing to its strong reputation for speed. Now with gluon, MXNet’s new imperative interface, doing research in MXNet is easy.

In this tutorial, we will walk through how to use gluon to implement various algorithms. We will present every concept in details, no deep learning background is required to attend. We encourage the audience to bring their laptops to have a hands-on experience with gluon.

This tutorial is on 9AM–12AM, 7/26 Wed, at 315, convention center. The detailed schedule is as follows:

  1. 9:00 - 9:30: What is Gluon, why? slides
  2. 9:30 - 10:30: Part I:
  3. 10:30 - 11:00: Coffee break
  4. 11:00 - 12:00: Part II:

Note: all notebooks are runnable, the setup instructions are available here