|Name:||HPC for Machine Learning & Validation for Automated Driving at BMW|
|Time:||Wednesday, June 21, 2017
01:45 pm - 02:05 pm
|Room:||Panorama 3 – DEEP LEARNING DAY
|Breaks:||12:30 pm - 01:45 pm Lunch|
|Speaker:||Mario Tokarz, BMW Group|
Developing a fully autonomous vehicle is one of the major technical challenges of our time. Besides solving the complex driving task as such, the question of how to validate an autonomous, ai-based system is a conjoint part of this equation needing to be solved. High-performance computing is likely to play a key role to resolve both.
Starting with an overview of the system’s development cycle, this talk will explore the requirements and challenges of autonomous driving with respect to high-performance computing. This will include a particular a look at the backend infrastructure needed in order to ensure evolutionary learning and continuous validation of the autonomous systems.