
6/23/2016 · Armand Joulin, Ronan Collobert
What this post added
Introduced and open-sourced Torchnet, a software toolkit for the Torch community to build rapid and reusable prototypes of deep learning systems. Torchnet provides boilerplate code, key abstractions, and reference implementations to speed up development, encourage modular programming, and facilitate asynchronous, parallel data loading and efficient multi-GPU computations. It offers abstractions for Datasets, Dataset Iterators, Engines, Meters, and Logs, and includes implementations for computer vision, natural language processing, and speech processing.