Abstract: 

Analyzing and improving large-scale deep learning model performance is an ongoing challenge that continues to grow in importance as the model size increases. Come learn how to detect and troubleshoot common performance bottlenecks in PyTorch models using state-of-the-art profiling tools.

Bio: 

Elena Neroslavskaya – AI Frameworks Program Manager at Microsoft focusing on Open Source frameworks for AI. Elena is passionate about all things Cloud Native and AI and helping developers and data scientists be more efficient. She has 20+ years in IT - building large scale distributed systems, microservices, AI and cloud native applications. Elena holds Master in Computer Science majoring in AI.