AWSでは、One-Click GPU Deep Learning
AWS Deep Learning AMI
Up to~40k CUDA cores
Pre-configured CUDA drivers
+ CloudFormation template
+ Container Image
Deep Learning Frameworkの普及
MXNet | Scalable Deep Learning
§ Open Source: Apache-2 Licensed Deep Learning Framework
§ Founded by: U.Washington, Carnegie Mellon U.
§ State of the Art Model Support: Convolutional Neural Networks (CNN),
Long Short-Term Memory (LSTM)
§ Ultra-scalable: Near-linear scaling equals fastest time to model
§ Multi-language: Support for Scala, Python, R, etc.. for legacy code leverage
and easy integration with Spark
§ Ecosystem: Vibrant community from Academia and Industry
How does Amazon Go work?
Our checkout-free shopping experience is made possible by the same types of
technologies used in self-driving cars: computer vision, sensor fusion, and
deep learning. Our Just Walk Out technology automatically detects when
products are taken from or returned to the shelves and keeps track of them in a
virtual cart. When you’re done shopping, you can just leave the store. Shortly
after, we’ll charge your Amazon account and send you a receipt.