Mr. Soumith Chintala is the Technical Lead and co-author of PyTorch. Mr. Chintala has extensively published on Generative Models, ML Systems and Computer Vision.
Topic & Abstract
Deep Learning Systems: the platforms powering research and innovation
Deep Learning Systems: the platforms powering research and innovation
The talk will cover the current state of deep learning (DL) software and hardware, and the important role they play in powering the research and products. Topics that will be explored range from DL frameworks such as PyTorch, clusters of accelerators such as GPUs and TPUs and the journey from an idea to execution.