Instantly scale AI and machine learning workloads on GPU on-demand
Collaborations
March 18, 2024 / February 17, 2025 by [email protected]
UbiOps, a leading AI and machine learning deployment and serving platform, is thrilled to announce its strategic partnership with US- based GMI Cloud, a global leader in AI cloud infrastructure and innovation, providing powerful, accessible, and reliable GPU cloud-compute solutions. With this partnership, UbiOps emphasizes its dedication to delivering state-of-the-art AI deployment and serving solutions […]
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Functionality Technology
August 15, 2023 / September 6, 2023 by [email protected]
Introduction A Graphical Processing Unit (GPU) is a processor that is made up of smaller, more specialized cores. Originally designed to accelerate graphical calculations, GPUs were developed to work in parallel processing, which means that they are able to process data simultaneously in order to complete tasks more quickly. In other words, GPUs are able […]
Blog Functionality Technology UbiOps
March 31, 2023 / January 22, 2024 by [email protected]
Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs
Technology UbiOps
October 6, 2022 / September 4, 2023 by [email protected]
What type of applications would benefit from using GPUs? Graphical processing units (GPUs) have been around for decades and were originally used for gaming, graphics rendering and more recently for the mining of bitcoins, in the last decade, their use has extended to Machine Learning (ML) too. Their ability to process tens of thousands of […]
July 6, 2022 / January 22, 2024 by [email protected]
Autoscaling is an essential MLOps tool for allocating resources automatically to different MLOps workloads. A lot of MLOps tasks have very variable workloads and traffic. If your use case falls into that category, you need autoscaling. Because if you don’t use autoscaling you either: Spend a lot of money on over-provisioning resources that can handle […]
June 29, 2022 / January 3, 2024 by [email protected]
To ensure the Dutch infrastructure remains safe and accessible, with an optimal through-flow of traffic, the Digital Asset Management department of BAM Infra Netherlands (BAM) uses computer vision to analyze existing road infrastructure. To create a scalable and efficient operation, BAM works together with UbiOps, the Dutch platform that enables data scientists to run and […]
Blog Functionality Technology
March 28, 2022 / July 26, 2023 by [email protected]
I wrote an article on how you can improve neural network inference performance by switching from TensorFlow to ONNX runtime. But now UbiOps also supports GPU inference. We all know GPU’s can improve performance a lot but how do you-get your ONNX model running on a GPU? And should I run all of my neural […]
Functionality Product update UbiOps
December 2, 2021 / January 5, 2024 by [email protected]
UbiOps version 2.13.0 On the 2nd of December 2021 we have released new functionality and made improvements to the UbiOps SaaS product. An overview of the new functionality and changes: Create your free account Request notifications You can now receive a notification when a batch request is done. This can be convenient for requests […]
