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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Deep Learning Systems at Scale
Abstract:

Deep Learning is an emerging subfield in the area of machine learning, often involving compute intensive, but embarrassingly parallel problems. We'll give a very brief background about deep learning, discuss the typical computational workloads from a systems perspective, and finally give an overview of building deep learning systems that scale over multiple GPUs, machines and clusters. We'll also discuss the current frameworks and tools used in the deep learning space such as Torch, Theano, TensorFlow, Caffe, MXNet.

 
Topics:
Artificial Intelligence and Deep Learning, Intelligent Machines, IoT & Robotics
Type:
Talk
Event:
GTC Washington D.C.
Year:
2016
Session ID:
DCS16168
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