SageMaker HyperPod: Amazon Accelerates AI Model Training

Amazon has launched five new capabilities to its SageMaker service, including Sagemaker HyperPod, which accelerates large language and foundation model training and tuning. Sagemaker HyperPod is said to shorten the training time by up to 40 percent using its purpose-built infrastructure designed for distributed training at scale. By optimizing acceleration, SageMaker Inference reduces foundation model deployment costs by 50 percent and latency by 20 percent on average, Amazon claims. “SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning infrastructure,” said Amazon. Continue reading SageMaker HyperPod: Amazon Accelerates AI Model Training

Amazon Unveils Computer Vision Products for Industrial Use

Amazon announced the AWS Panorama Appliance, a plug-in that connects to a network and identifies video streams from cameras in the customers’ industrial facilities. It enables AI services for construction, manufacturing, retail and other industries and is aimed at “industrial companies looking for a more holistic, computer vision-centric analytics solution.” It integrates with AWS IoT services including SiteWise. Also new is the AWS Panorama SDK that allows manufacturers to build new cameras for computer vision at the edge. Continue reading Amazon Unveils Computer Vision Products for Industrial Use

AWS Intros AI Tool to Add Human Reviewers to ML Workflow

Amazon Web Services unveiled Amazon Augmented Artificial Intelligence (A2I), a fully managed service that makes it easy for developers to build workflows that use human reviewers to validate machine learning predictions. Human reviewers can be added via Mechanical Turk, third-party vendors or the developer’s own employees. The developer can also use Amazon A2I to structure the review process and manage the human reviewers. Users do not need to commit to use Amazon A2I, but instead pay only for each review needed. Continue reading AWS Intros AI Tool to Add Human Reviewers to ML Workflow

AWS Expands Cloud Efforts with New Machine-Learning Tools

To compete in the profitable cloud-computing arena, Amazon Web Services debuted 20 new machine-learning tools this week at the AWS re:Invent conference in Las Vegas. Tools include speech recognition and algorithms to automate decisions. The move helps Amazon compete better with Google and Microsoft, both of which are using their expertise in AI and machine learning to cut into its market share. Machine learning will also help potential developers that can’t create these capabilities on their own. Analysts estimate that Amazon dominates the cloud with a 44 percent market share. Continue reading AWS Expands Cloud Efforts with New Machine-Learning Tools