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GTC ON-DEMAND

AI Application Deployment and Inference
Presentation
Media
Containerizing Deep Learning with Singularity
Abstract:
We'll talk about how to use Singularity to containerize deep learning applications. We'll provide compelling reasons to choose Singularity over Docker. We'll cover deep learning frameworks, including TensorFlow, NV-Caffe, MXNet, and others. We'll present the current challenges and workarounds when using Singularity in a HPC cluster. We'll compare the performance of Singularity to bare-metal systems.
 
Topics:
AI Application Deployment and Inference, HPC and AI
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8368
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