GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Data Center & Cloud Infrastructure
Presentation
Media
ImageNet in 18 Minutes Using Public Cloud
Abstract:
We'll discuss how ImageNet can be trained from scratch to standard benchmark accuracy in 19 minutes on 64 NVIDIA Tesla V100 GPUs by relying solely on open-source tools and publicly available cloud infrastructure. Although previous efforts in this area used dedicated cluster hardware and specialized Internet adapters, our implementation performs well over Ethernet in a shared cloud environment. We'll walk through algorithmic improvements needed to achieve this result and lessons we learned in the process.
 
Topics:
Data Center & Cloud Infrastructure, Deep Learning & AI Frameworks, Computer Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9573
Streaming:
Download:
Share: