Sep 9–12, 2019

Shiyuan Zhu
Software Engineer , Determined AI

Shiyuan Zhu is a software engineer at Determined AI, where he helps build end-to-end product for ML/DL developers in leading organizations to efficiently realize their ideas. Previously, Shiyuan was involved in the products on machine learning, data mining, and full stack. Shiyuan holds a MSc in electrical engineering from the University of Southern California.

Sessions

1:30pm–5:00pm Tuesday, September 10, 2019

Location: LL21 A/B

Deep learning at scale: Tools and solutions

Implementing AI, Models and Methods

Secondary topics: Deep Learning, Deep Learning tools, Hardware, Machine Learning

Angela Wu (Determined AI), Sidney Wijngaarde (Determined AI), Shiyuan Zhu (Determined AI), Vishnu Mohan (Determined AI)

Average rating:

(4.67, 3 ratings)

Success with DL requires more than just TensorFlow or PyTorch. Angela Wu, Sidney Wijngaarde, Shiyuan Zhu, and Vishnu Mohan detail practical problems faced by practitioners and the software tools and techniques you'll need to address the problems, including data prep, GPU scheduling, hyperparameter tuning, distributed training, metrics management, deployment, mobile and edge optimization, and more. Read more.