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GTC On-Demand

Presentation
Media
Abstract:
Retailers are on the front lines of using AI as an instrument of innovation, ranging from in-store experiences to back-end efficiencies. We'll provide practical insights from retail industry leaders that outline success criteria that any industry can apply to its strategy, from optimization of supply chain routes to spend management.
Retailers are on the front lines of using AI as an instrument of innovation, ranging from in-store experiences to back-end efficiencies. We'll provide practical insights from retail industry leaders that outline success criteria that any industry can apply to its strategy, from optimization of supply chain routes to spend management.  Back
 
Topics:
AI and DL Business Track (high level)
Type:
Panel
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9942
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Abstract:
When training multi-label model sizes of 100,000+, do you fine-tune one per label? Or use ResNet 100, replace softmax with sigmoid and train? The first has terrible run time but high acc, the second has great run time but terrible acc. We'll show a new architecture that has the best of both worlds.
When training multi-label model sizes of 100,000+, do you fine-tune one per label? Or use ResNet 100, replace softmax with sigmoid and train? The first has terrible run time but high acc, the second has great run time but terrible acc. We'll show a new architecture that has the best of both worlds.  Back
 
Topics:
Deep Learning and AI, AI Startup, Computer Vision and Machine Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7619
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