Google’s scalable supercomputers for machine learning, Cloud TPU Pods, are now publicly available in beta

To accelerate the largest-scale machine learning (ML) applications deployed today and enable rapid development of the ML applications of tomorrow, Google created custom silicon chips called Tensor Processing Units (TPUs). When assembled into multi-rack ML supercomputers called Cloud TPU Pods, these TPUs can complete ML workloads in minutes or hours that previously took days or … Read moreGoogle’s scalable supercomputers for machine learning, Cloud TPU Pods, are now publicly available in beta

Efficiently scale ML and other compute workloads on NVIDIA’s T4 GPU, now generally available

NVIDIA’s T4 GPU, now available in regions around the world, accelerates a variety of cloud workloads, including high performance computing (HPC), machine learning training and inference, data analytics, and graphics. In January of this year, we announced the availability of the NVIDIA T4 GPU in beta, to help customers run inference workloads faster and at … Read moreEfficiently scale ML and other compute workloads on NVIDIA’s T4 GPU, now generally available

Train and deploy state-of-the-art mobile image classification models via Cloud TPU

As organizations use machine learning (ML) more frequently in mobile and embedded devices, training and deploying small, fast, and accurate machine learning models becomes increasingly important. To help accelerate this process, we’ve published open-source Cloud TPU models to enable you and your data science team to train state-of-the-art mobile image classification models faster and at … Read moreTrain and deploy state-of-the-art mobile image classification models via Cloud TPU

Introducing Lustre file system Cloud Deployment Manager scripts

Data is core to high performance computing (HPC), especially for workloads such as those in life sciences, oil and gas, financial services, and media rendering. Accessing large amounts of data at extremely high speeds and low latencies is essential to HPC, but has always been a key challenge in running HPC workloads. The HPC community … Read moreIntroducing Lustre file system Cloud Deployment Manager scripts