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GTC ON-DEMAND

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Abstract:
We'll focus on the deep-learning neural network model deployment and inference on the IBM Cloud and how well Nvidia GPUs perform in this area compared to FPGAs that have been tuned for deep-learning primitives. We believe this topic is very relevant today because, with the emergence of new powerful NVIDIA GPUs, more and more artificial intelligence has become part of our daily lives, from Siri, Alexa, language translation, image recognition, to self-driving cars. The cognitive era has truly begun. Toward this end, IBM has formed a close partnership with Nvidia to offer GPU-enabled systems - both dedicated servers and on the cloud - to our customers and developers to run their cognitive workloads.
We'll focus on the deep-learning neural network model deployment and inference on the IBM Cloud and how well Nvidia GPUs perform in this area compared to FPGAs that have been tuned for deep-learning primitives. We believe this topic is very relevant today because, with the emergence of new powerful NVIDIA GPUs, more and more artificial intelligence has become part of our daily lives, from Siri, Alexa, language translation, image recognition, to self-driving cars. The cognitive era has truly begun. Toward this end, IBM has formed a close partnership with Nvidia to offer GPU-enabled systems - both dedicated servers and on the cloud - to our customers and developers to run their cognitive workloads.  Back
 
Topics:
Data Center & Cloud Infrastructure, Performance Optimization
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8760
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Abstract:
We''ll discuss how cognitive workloads could leverage the latest OpenPOWER systems with NVIDIA Volta V100 GPUs and fast NVLink 2.0 CPU-GPU interconnects. IBM has formed a close partnership with NVIDIA to offer GPU-enabled OpenPOWER systems and PowerAI software to our customers and developers. We''ll focus on the latest OpenPOWER systems and how large-scale deep-learning neural network training could leverage the unique capabilities of these systems with PowerAI Release 4. Also discussed is the new IBM distributed deep learning (DDL) technology that allows neural network model training to scale almost linearly across hundreds of NVIDIA GPUs.
We''ll discuss how cognitive workloads could leverage the latest OpenPOWER systems with NVIDIA Volta V100 GPUs and fast NVLink 2.0 CPU-GPU interconnects. IBM has formed a close partnership with NVIDIA to offer GPU-enabled OpenPOWER systems and PowerAI software to our customers and developers. We''ll focus on the latest OpenPOWER systems and how large-scale deep-learning neural network training could leverage the unique capabilities of these systems with PowerAI Release 4. Also discussed is the new IBM distributed deep learning (DDL) technology that allows neural network model training to scale almost linearly across hundreds of NVIDIA GPUs.  Back
 
Topics:
Deep Learning & AI Frameworks, Performance Optimization
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8765
Streaming:
Download:
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