Achieving optimal performance in GPU-centric workflows frequently requires customizing how host and device memory are allocated. For example, using "pinned" host memory for asynchronous host <-> ...

In recent years, machine learning researchers have achieved remarkable results by increasing the number of parameters of their models. Excited as we all certainly feel when the research takes ...

Modern computers separate computation and memory. Computation is performed by a processor, which can use an addressable memory to bring operands in and out of play. This confers two important benefits ...

uClinux has seen a huge increase in popularity and is appearing in more commodity devices than ever before. Its use in routers (Figure 1), Web cameras and even DVD players is testimony to its ...