Monitoring hardware utilization when training on GPUs in distributed machine learning

Large­scale machine learning frameworks can accelerate training of a neural network by per­ forming distributed training on a cluster using multiple GPUs per node and multiple nodes. Because distributed training on a cluster involves many nodes which need to communicate and load and exchange data, a machine learning framework may at certain...

Conversion and extension of system software for the Forze IV hydrogen race car

Team members of the Hydrogen Racing Team Delft have participated in the development and building of the fourth generation Forze fuel cell powered racing vehicle. This report describes the development process of the software for this vehicle.