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GTC ON-DEMAND

Deep Learning & AI Frameworks
Presentation
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Multi-GPU Training with NCCL
Abstract:

We'll cover recent features and performance improvement in the NVIDIA collective communication library (NCCL). NCCL is designed to make computing on multiple GPUs easy and is integrated in most deep learning frameworks to accelerate training times. NCCL supports communication over Shared memory, PCI, NVLink, Sockets, and InfiniBand Verbs, to support both multi-GPU machines and multi-node clusters. 

 
Topics:
Deep Learning & AI Frameworks
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8462
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