You are wellcome to NVAITC AI Webinar Series on Deep Learning.

Thursday 24 September 2020, 9.00–10.30 – Fast and scalable training

The goal of this webinar series is to explore the fundamentals of deep learning by building and training neural networks, optimizing data loading and performance through mixed- precision arithmetic and parallelization across several GPUs. Furthermore, we demonstrate how to deploy your trained model in production for inference. You will learn how to design, train, optimize, profile, and deploy a deep neural network using NVIDIA technology.

Target audience

Master’s students, PhD students, postdocs, researchers working in the field artificial intelligence

How to follow the webinars

The webinar series will be presented live using Zoom web conferencing system. Please install the Zoom client for best experience but you can also join via a standard web browser.

Join Zoom Meeting

Meeting ID: 494 152 0325

Passcode: Finland

Thursday 24 September 2020, 9.00–10.30 – Fast and scalable training

• Session 2: Efficient Data Loading using DALI (20’ + 10’ q/a) – Giuseppe Fiameni

• Session 3: Mixed Precision Training using Apex (20’ + 10’ q/a) – Paul Graham

• Session 4: Multi-GPU Training using Horovod (20’ + 10’ q/a) – Gunter Roeth