AMD today charted out its plans for the next few years of product development, with an array of new CPUs and GPUs in the development pipeline.

On the GPU front are two new datacenter-oriented GPUs: the Radeon Instinct MI60 and MI50. Based on the Vega architecture and built on TSMC’s 7nm process, the cards are aimed not primarily at graphics (despite what one might think given that they’re called GPUs) but rather at machine learning, high-performance computing, and rendering applications.

MI60 will come with 32GB of ECC HBM2 (second-generation High-Bandwidth Memory) while the MI50 gets 16GB, and both have a memory bandwidth up to 1TB/s. ECC is also used to protect all internal memory within the GPUs themselves. The cards will also support PCIe 4.0 (which doubles the transfer rate of PCIe 3.0) and direct GPU-to-GPU links using AMD’s Infinity Fabric. This will offer up to 200GB/s of bandwidth (three times more than PCIe 4) between up to 4 GPUs.