Medical imaging is an important tool for the diagnosis and localization of disease. Over the past decade, collections of medical images have grown rapidly, and open repositories such as The Cancer Imaging Archive and Imaging Data Commons have democratized access to this vast imaging data. Computational tools such as machine learning (ML) and artificial intelligence …
Read more “Brain tumor segmentation at scale using AWS Inferentia”
Amazon SageMaker is a fully managed service for data science and machine learning (ML) workflows. It helps data scientists and developers prepare, build, train, and deploy high-quality ML models quickly by bringing together a broad set of capabilities purpose-built for ML. In 2021, AWS announced the integration of NVIDIA Triton Inference Server in SageMaker. You …
Read more “Serve multiple models with Amazon SageMaker and Triton Inference Server”
Amazon SageMaker is a fully managed service that provides developers and data scientists the ability to quickly build, train, and deploy machine learning (ML) models. With SageMaker, you can deploy your ML models on hosted endpoints and get inference results in real time. You can easily view the performance metrics for your endpoints in Amazon …
Organizations are increasingly using machine learning pipelines to streamline and scale their ML workflows. However, managing these pipelines can be challenging when an organization has multiple ML projects and pipelines at different stages of development. To solve this, we need a way to build upon DevOps concepts and apply them to this ML-specific problem. In …
Read more “Best Practices for managing Vertex Pipelines code”
Two months after their debut sweeping MLPerf inference benchmarks, NVIDIA H100 Tensor Core GPUs set world records across enterprise AI workloads in the industry group’s latest tests of AI training. Together, the results show H100 is the best choice for users who demand utmost performance when creating and deploying advanced AI models. MLPerf is the …
Read more “NVIDIA Hopper, Ampere GPUs Sweep Benchmarks in AI Training”
Call it the ultimate example of a job that’s sometimes best done remotely. Wildlife researchers say rhinos are magnificent beasts, but they like to be left alone, especially when they’re with their young. In the latest example of how researchers are using the latest technologies to track animals less invasively, a team of researchers has …
Read more “HORN Free! Roaming Rhinos Could Be Guarded by AI Drones”
There is another side to the deepfake debate, say several vendors that specialize in synthetic media technology.Read More
Cresta’s conversational AI tools will be integrated with Zoom’s portal to improve customer service.Read More
Nvidia and Rescale partner to make it easier to spin up new scientific workloads and operate them more efficiently. This will also apply equally to public cloud service and private cloud infrastructure. Read More
Both Nvidia and Intel’s Habana Labs reported performance gains with the MLPerf 2.1 benchmark in training machine learning models.Read More