2018 Call for Code Winner Project OWL advances its natural disaster communication network

For disaster-prone areas, fragile connectivity remains a major problem, often going offline in critical moments. Aerospace enterprises face a similar challenge when trying to run consistent high-altitude connectivity while operating in remote locations, which can also be very expensive. This is where Project OWL comes into play: developing new technologies to help address these challenges. Formed …

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How to compare a noisy quantum processor to a classical computer

Posted by Sergio Boixo and Vadim Smelyanskiy, Principal Scientists, Google Quantum AI Team A full-scale error-corrected quantum computer will be able to solve some problems that are impossible for classical computers, but building such a device is a huge endeavor. We are proud of the milestones that we have achieved toward a fully error-corrected quantum …

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Announcing the Preview of Amazon SageMaker Profiler: Track and visualize detailed hardware performance data for your model training workloads

Today, we’re pleased to announce the preview of Amazon SageMaker Profiler, a capability of Amazon SageMaker that provides a detailed view into the AWS compute resources provisioned during training deep learning models on SageMaker. With SageMaker Profiler, you can track all activities on CPUs and GPUs, such as CPU and GPU utilizations, kernel runs on …

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Cloud Storage FUSE is now optimized for GKE and AI workloads

Google Cloud’s Cloud Storage is home to reams of training data, models and checkpoints that you need to train and serve AI workloads, delivering the scale, performance, simplicity and cost-effectiveness that are the hallmarks of a cloud storage system. But when it comes time for an AI workload to actually access that data, it isn’t …

SDXL Gets Boost from NVIDIA TensorRT

The Stability AI team is proud to announce a collaboration with NVIDIA that will significantly enhance the speed of our popular text-to-image generative AI product, Stable Diffusion XL. This marks a substantial improvement in the speed and efficiency of our SDXL, thereby drawing us closer to our mission of building the foundation to activate humanity’s potential. …

AWS EC2 instance types: Challenges and best practices for hosting your applications in AWS

When it comes to hosting applications on Amazon Web Services (AWS), one of the most important decisions you will need to make is which Amazon Elastic Compute Cloud (EC2) instance type to choose. EC2 instances are virtual machines that allow you to run your applications on AWS. They come in various sizes and configurations—known as …