Instantly scale AI and machine learning workloads on GPU on-demand
Functionality Technology
May 18, 2023 / April 3, 2024 by [email protected]
Using GPUs alongside CPUs to do ML-model inference is a great step to take if speed and performance is crucial.
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Blog Functionality Product update
April 19, 2023 / July 26, 2023 by [email protected]
UbiOps release news – version 2.23.0 On the 20th of April 2023 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. Python client library version for this release: 3.15.0 CLI version for this release: 2.15.0 ✔️Support for Training (Beta) We added new functionality […]
Functionality Technology UbiOps
April 12, 2023 / September 27, 2023 by [email protected]
UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!
Blog Functionality
April 6, 2023 / January 8, 2024 by [email protected]
Using APIs as a clean interface between the analytics and the application that makes use of them allows for faster product development.
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
Functionality Product update UbiOps
March 15, 2023 / July 26, 2023 by [email protected]
In our previous blogs on pipeline operators, we saw how we could use the pipeline operators to speed up our inference, to add unit tests to the input of our machine learning model and to conditionally routing the pipeline request to one way or the other. With UbiOps latest release, v2.22.0, we introduced a new […]
Collaborations Functionality
March 2, 2023 / July 26, 2023 by [email protected]
The Hague, Netherlands. 01.03.2023. UbiOps joined the NVIDIA AI Accelerated program! As part of the initiative, UbiOps will work closely with NVIDIA to optimize its platform for NVIDIA GPU-accelerated computing, enabling customers to quickly deploy and scale their machine learning models. “We’re thrilled to be a part of the NVIDIA AI Accelerated program,” says UbiOps […]
Functionality Product update
February 23, 2023 / July 26, 2023 by [email protected]
UbiOps release news – version 2.22.0 On the 23rd of February 2022 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. We have also prepared a release demo for you! Python client library version for this release: 3.14.0 CLI version for this release: […]
February 22, 2023 / July 26, 2023 by [email protected]
Transformer neural networks have become hugely popular recently as the go-to deep learning architecture for a wide variety of different tasks. ChatGPT by OpenAI keeps making the headlines and is seen as a paradigm shift in AI becoming a mainstream technology. And ChatGPT is not the only one, similar endeavors at Google and Meta use […]
February 20, 2023 / July 26, 2023 by [email protected]
A new file system in UbiOps We recently released a new file system at UbiOps, which makes it a lot easier to work with files on the UbiOps platform. To show you how the new system works I will walk you through an example. In the last release we changed our file system from working […]
January 19, 2023 / July 26, 2023 by [email protected]
Exciting things you can build with the new UbiOps operators! In our first blog on pipeline operators, we used them to speed up a video processing pipeline. Specifically, we used the create subrequests and the collect subrequests operators to analyze multiple frames of the video simultaneously, by introducing parallelization. This time we will highlight three […]
January 12, 2023 / January 8, 2024 by [email protected]
How to speed up a Tensorflow model by 200%? Machine learning models nowadays require more and more compute power. According to a study from OpenAI, the compute power needed to train AI models is rising ever since it was first used in the 60’s. With the required compute power doubling every two years up until […]
January 10, 2023 / July 26, 2023 by [email protected]
UbiOps release news – version 2.21.0 On the 10th of January 2023 we have released new functionality and made improvements to our UbiOps SaaS product. On this page you can read all about it. We have also prepared a release demo for you! Create your free account ✔️ New file system To improve working with files […]
December 19, 2022 / July 26, 2023 by [email protected]
Working with the Netherlands Cancer Institute, Ellogon.AI has developed a faster and more efficient method of determining whether a cancer patient may benefit from immunotherapy. The tool used for this, EIDOS, is based on big data and artificial intelligence (AI) and runs on the UbiOps platform. As a result, the service was able to go […]
November 24, 2022 / July 26, 2023 by [email protected]
[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text] Exciting things you can build with the new UbiOps operators! On the 24th of November we introduced pipeline operators in UbiOps. […]
Collaborations Functionality Security UbiOps
October 5, 2022 / July 26, 2023 by [email protected]
Pushing your ML project to production? Here’s what to look out for Written in collaboration with James Stewart from TrojAI In the last few years, there has been a lot of development in the field of MLOps. New tools for supporting various operational tasks of the MLOps life cycle have popped up, and more ML projects […]
August 18, 2022 / July 26, 2023 by [email protected]
in this article we will explain in more detail the differences between Slurm, Kubernetes and UbiOps.
August 6, 2022 / July 26, 2023 by [email protected]
In this blog post we will give you an overview on how to create a training job and run it in the cloud using UbiOps. This structure can be used for pretty much all frameworks like Tensorflow, Keras, Pytorch, Scikit Learn and others.
Collaborations Functionality Security
August 1, 2022 / July 26, 2023 by [email protected]
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 […]
Functionality UbiOps
May 30, 2022 / July 26, 2023 by [email protected]
A simple way to figure out your requirements.txt Whenever you’re working with Python, you will need to manage your dependencies as you install and use multiple libraries. Poor dependency management is notorious for causing conflicts in production and causing the typical “It worked on my laptop” issue. Python environments differ from one environment to another. […]
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 […]
Blog Functionality Product update Technology UbiOps
March 17, 2022 / July 26, 2023 by [email protected]
UbiOps version 2.15.0 On the 17th of March 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes: Create your free account On-demand GPUs We already provided GPU support but we expanded this functionality to be on-demand. That means that […]
Blog Collaborations Functionality
February 24, 2022 / July 26, 2023 by [email protected]
The adoption and implementation of low-code applications has made application development cheaper and faster, and more accessible to a large audience. OutSystems, one of the market leaders in the industry, seeks innovative collaborations to help their clients deliver more and more value. One of these collaborations is with UbiOps, a Dutch software company that enables […]
