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GTC ON-DEMAND

AI Application, Deployment & Inference
Presentation
Media
The Long Road to Model Deployment or how to make a good model great!
Abstract:
In this talk we will cover the essential building blocks of the AI platform Nvidia engineers are using to build a world-class automotive perception stack. Through a computer vision application example, we will see how to improve a baseline model to produce better, faster predictions. The talk will focus on: - hyper-parameter optimization, - model complexity reduction (pruning), - target platform optimizations (TensorRT integration), - automation of complex workflows
 
Topics:
AI Application, Deployment & Inference, Deep Learning & AI Frameworks
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8633
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