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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Deep Learning Frameworks with Spark and GPUs
Abstract:

Spark is a powerful, scalable, real-time data analytics engine that is fast becoming the de facto hub for data science and big data. However, in parallel, GPU clusters is fast becoming the default way to quickly develop and train deep learning models. As data science teams and data savvy companies mature, they'll need to invest in both platforms if they intend to leverage both big data and artificial intelligence for competitive advantage. We'll discuss and show in action an examination of TensorflowOnSpark, CaffeOnSpark, DeepLearning4J, IBM's SystemML, and Intel's BigDL and distributed versions of various deep learning frameworks, namely TensorFlow, Caffe, and Torch.

 
Topics:
Artificial Intelligence and Deep Learning, AI Startup, Performance Optimization
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7737
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