Cloud Storage As A File System In AI Training
Cloud Storage is a common choice for Vertex AI and AI Platform users to store their training data, models, checkpoints and logs. Now, with Cloud Storage FUSE, training jobs on both platforms can access their data on Cloud Storage as files in the local file system. This post introduces the Cloud Storage FUSE for Vertex AI Custom Training. On AI Platform Training, the feature is …
Design’s New Frontier
In the 1960s, the advent of computer-aided design (CAD) sparked a revolution in design. For his PhD thesis in 1963, MIT Professor Ivan Sutherland developed Sketchpad, a game-changing software program that enabled users to draw, move, and resize shapes on a computer. Over the course of the next few decades, CAD software reshaped how …
A Decade In Deep Learning, And What’s Next
Twenty years ago, Google started using machine learning, and 10 years ago, it helped spur rapid progress in AI using deep learning. Jeff Dean and Marian Croak of Google Research take a look at how we’ve innovated on these techniques and applied them in helpful ways, and look ahead to a responsible and inclusive path …
XLS-R: Self-Supervised Speech Processing For 128 Languages
Talking to each other is a natural way for people to interact, and as voice technology has evolved, to interact with our devices — and the metaverse in the future, where virtual experiences blend with our physical worlds. Yet speech technology is only available for a fraction of the thousands of languages spoken around the …
Dynatrace Unifies Log Monitoring And PurePath Distributed Tracing To Enhance Analytics For Modern Clouds
Software intelligence company Dynatrace announced today it has enhanced its analytics capabilities for modern multicloud and hybrid environments by unifying its AI-powered log monitoring with PurePath®, its distributed tracing and code-level analysis technology. By leveraging the Dynatrace® platform to automatically connect logs and traces, analyze them in real-time, and assemble the data for AI-powered analytics, organizations can …
Artificial Intelligence Saves Standby Energy
A newly developed component can shut down devices when they are not in use. Image Credit: HSLU With the building intelligence research center at the Lucerne University of Applied Sciences and Arts (HSLU), the iHomeLab, Schurter AG has developed a component for office equipment and other devices that aims to prevent their unnecessary energy use in standby mode. …
Intel’s Habana Labs Announces Turnkey AI Training Solution
Habana Labs, an Intel Company, announced the availability of an enterprise-class turnkey artificial intelligence (AI) training solution featuring the Supermicro X12 Gaudi AI training server and DDN AI400X2 storage system. With eight Habana® Gaudi® purpose-built AI processors, the Supermicro X12 Gaudi AI server provides customers with highly cost-efficient AI training, ease of use and system …
Cloud Storage As A File System In AI Training
Cloud Storage is a common choice for Vertex AI and AI Platform users to store their training data, models, checkpoints and logs. Now, with Cloud Storage FUSE, training jobs on both platforms can access their data on Cloud Storage as files in the local file system. This post introduces the Cloud Storage FUSE for Vertex AI Custom Training. On AI Platform Training, the feature is …
Sowing The Seeds Of Ethical AI: 4 Tasks To Stay On Track
The future of AI is better AI—designed with ethics and responsibility built in from the start. This means putting the brakes on AI-driven transformation until you have a well-functioning strategy and process in place to ensure your models deliver fair outcomes. Failing to recognize this imperative is a threat to your bottom line. The following …
Introducing Quantum Serverless, A New Programming Model For Leveraging Quantum And Classical Resources
To bring value to our users and clients with our systems we need our programing model to fit seamlessly into their workflows, where they can focus on their code and not have to worry about the deployment and infrastructure. In other words, we need a serverless architecture. Summary Today, IBM Quantum also launched Eagle, a …