Factories contain complex interactions and change at speeds that present challenges for real-time data decision making. To remain competitive, companies must seek deeper understanding of production processes.
The Accelerated Production Insights solution combines Bayesian analytics with GPU acceleration for discovering optimal policies using big data. Unlike other techniques, this approach gives companies insight that moves past dashboard metrics and into actionable solutions.
Attendees will gain knowledge in leveraging explainable machine learning techniques to improve factory performance.
Facebook's strength in AI innovation comes from the ability to quickly bring cutting-edge research into large scale production using a multi-faceted toolset. We'll discuss how Facebook leverages open source software to perform truly iterative AI research, scale it seamlessly for inference, and deploy it across the data center and mobile environments with ONNX.