Video
HAMS: Smartphone-based Driver License Testing Automation
The HAMS project at Microsoft Research India has been used to automate driver license testing, by having a windshield-mounted smartphone use its front/rear camera and other sensors, to monitor the driver and their driving during…
Publication
Interactive Fiction Games: A Colossal Adventure
Microsoft Research Blog
PipeDream: A more effective way to train deep neural networks using pipeline parallelism
Deep Neural Networks (DNNs) have facilitated tremendous progress across a range of applications, including image classification, translation, language modeling, and video captioning. DNN training is extremely time-consuming, needing efficient multi-accelerator parallelization. In “PipeDream: Generalized Pipeline…