Memory Hierarchy and the Memory Wall
Computer programs mainly move data around. In the meantime, they do some computations on the data but the bulk of execution time and energy is spent moving data around. In computer jargon we say that applications tend to be memory bound: this means that memory is the main performance limiting … Read More
Research on deep learning and convolutional neural networks (CNNs) is on the rise – and embedding new algorithms is drawing more attention. At CVPR 2016, CEVA is launching their 2[SUP]nd[/SUP] generation Deep Neural Network (CDNN2) software with new support for Google TensorFlow.… Read More
In our previous post on SoC memory resource planning, we shared 4 goals for a solution: optimize utilization and QoS, balance traffic across consumers and channels, eliminate performance loss from ordering dependencies, and analyze and understand tradeoffs. Let’s look at details on how Sonics is achieving this.… Read More
There has been a lot of huffing and puffing lately about 64-bit cores making it into the Apple A7 and other mobile SoCs, and we could probably dedicate a post to that discussion. However, there are a couple other wrinkles to the Apple A7 that should be getting a lot more attention.
There are two primary causes of user frustration in multimedia… Read More
