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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Improving GPU utilization for multi-tenant deep learning workloads on DGX and cloud platforms
Abstract:
Learn our solutions and experiences for scaling up and increasing utilization of GPU resources on DGX and cloud platforms. Our solution, Backend.AI, is the GPU-first framework to host machine learning workloads and fully integrates with NGC. We will describe how it supports diverse-sized computations using both aggregation of multiple GPUs and fractional scaling of GPUs, and how it reduces modelling time for data scientists through a public competition using the DGX platform.
 
Topics:
Artificial Intelligence and Deep Learning
Type:
Talk
Event:
AI Conference Korea
Year:
2019
Session ID:
SKR9115
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