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GTC ON-DEMAND

Deep Learning & AI Frameworks
Presentation
Media
Experiences of End2end Deep Learning Optimization on Alibaba PAI Deep Learning Platform
Abstract:
We'll share experiences of end-to-end deep learning optimization on Alibaba's platform of artificial intelligence (PAI), including both offline training and online inference. For offline training, dedicated optimization is made for local and distributed environment. For online inference, the optimization is done through both algorithm and system perspectives. Both the methodology and benchmark number are shared during this session. We'll share several business applications driven by these optimizations to ensure learning to bridge the gap between low-level optimization and real business scenarios.
 
Topics:
Deep Learning & AI Frameworks, Performance Optimization
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8113
Streaming:
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