A growing number of companies are using artificial intelligence on a daily basis — and dealing with the back-end architecture can reveal some unexpected challenges. Whether the machine learning workload involves fraud detection, forecasts, chatbots, computer vision or NLP, it will need frequent access to computing power for training and fine-tuning. GPUs have proven to […]
Managing GPU pools efficiently in AI pipelines Read More »
What is PCI-Express ? Everyone, and I mean everyone, should pay attention when they do intensive Machine Learning / Deep Learning Training. As I explained in a previous blog post, GPUs have accelerated Artificial Intelligence evolution massively. However, building a GPUs server is not that easy. And failing to create an appropriate infrastructure can have
How PCI-Express works and why you should care? #GPU Read More »
Since you are currently reading a blog post from a tech company, I’ll bet you’ve already heard about artificial intelligence and machine learning dozens of times this month. And this is perfectly understandable! Health, advertising, gaming, insurance, banking, e-commerce… you name it. Behind the buzz, the reality is here, and we can say for sure that
Machine learning : from idea to reality Read More »
At OVH, our innovation process stimulates internal collaboration. We have seen this with frugal innovation, but also externally with SMEs, schools or laboratories. An example of collaboration with academics is a particular thesis launched this year, about Artificial Intelligence, which focused on Automated Machine Learning field. Collaborative research at OVH through a thesis A CIFRE
Academics and OVH: an AI-centric collaboration Read More »
