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GTC ON-DEMAND

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Abstract:
Learn how to boost DNN training performance using NVIDIA Tools. See how NVIDIA experts profile DNN training applications using Nsight Systems to significantly reduce training time. NVIDIA's New Developer Tools transform the developer's profiling experience from a "black box" model to a "white box" model, letting the developer see what's happening at the CUDA and GPU execution levels, to be able to optimize the deep learning framework usage.
Learn how to boost DNN training performance using NVIDIA Tools. See how NVIDIA experts profile DNN training applications using Nsight Systems to significantly reduce training time. NVIDIA's New Developer Tools transform the developer's profiling experience from a "black box" model to a "white box" model, letting the developer see what's happening at the CUDA and GPU execution levels, to be able to optimize the deep learning framework usage.  Back
 
Topics:
Developer Tools, Artificial Intelligence and Deep Learning
Type:
Talk
Event:
GTC Israel
Year:
2018
Session ID:
SIL8105
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Abstract:
Deep Learning is revolutionizing Natural Language Processing (NLP). Written text is available everywhere, from text messages and social media posts and all the way to lengthy emails and blog posts. As an organization, being able to extract information from your customers' communications has the potential to give you a great advantage. In this talk, we'll describe the Deep Learning approach to NLP, its elements, and how to apply it. We'll see some relevant architectures that can be used for these types of problems and discuss their operations. Finally, we'll bring it all together to optimize and deploy a working model.
Deep Learning is revolutionizing Natural Language Processing (NLP). Written text is available everywhere, from text messages and social media posts and all the way to lengthy emails and blog posts. As an organization, being able to extract information from your customers' communications has the potential to give you a great advantage. In this talk, we'll describe the Deep Learning approach to NLP, its elements, and how to apply it. We'll see some relevant architectures that can be used for these types of problems and discuss their operations. Finally, we'll bring it all together to optimize and deploy a working model.  Back
 
Topics:
Artificial Intelligence and Deep Learning
Type:
Talk
Event:
GTC Israel
Year:
2018
Session ID:
SIL8106
Streaming:
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Abstract:
As we all know, a single NVIDIA GPU is a powerhouse for building modern AI and Deep Learning applications. Now imagine what you can do with many! In this talk, we'll introduce you to the Microsoft Azure cloud platform, its capabilities and how in a matter of minutes you could have as many GPUs as you want doing your bidding!
As we all know, a single NVIDIA GPU is a powerhouse for building modern AI and Deep Learning applications. Now imagine what you can do with many! In this talk, we'll introduce you to the Microsoft Azure cloud platform, its capabilities and how in a matter of minutes you could have as many GPUs as you want doing your bidding!  Back
 
Topics:
Other
Type:
Talk
Event:
GTC Israel
Year:
2017
Session ID:
SIL7152
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