Jean-Louis Queguiner

Head of #Data & #AI @OVH
Product Unit Lead and Technical Direct #Data & #AI Passionate about Cyber and reproducing AI Research Papers
Leading Databuzzword french podcast: spreaker.com/user/guignol

How PCI-Express works and why you should care? #GPU

How PCI-Express works and why you should care? #GPU

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 …

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Sponsorship of the JupyterCon 2020: sharing values and supporting with infrastructure

Sponsorship of the JupyterCon 2020: sharing values and supporting with infrastructure

Echoing yesterday’s announcement on the Jupyter blog, OVHcloud is proud to support JupyterCon as platinum sponsor and infrastructure donor. As you probably know, Jupyter has been a huge enabler of the programming community, with over 140 Kernels supported such as Python, R, Julia, Spark, Sas, Haskell, Ruby, C++, Go, etc… The Jupyter Project embodies open and collaborative …

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Distributed Learning in a Deep Learning context

Distributed Training in a Deep Learning Context

Previously on OVHcloud Blog … In previous blog posts we have discussed a high level approach to deep learning as well as what is meant by ‘training’ in relation to Deep Learning. Following the article, I had lots of questions entering my twitter inbox, especially regarding how GPUs actually works. I decided, therefore, to write …

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What does training neural networks mean?

What does Training Neural Networks mean?

In a previous blog post we discussed general concepts surrounding Deep Learning. In this blog post, we will go deeper into the basic concepts of training a (deep) Neural Network. Where does “Neural” comes from ? As you should know, a biological neuron is composed of multiple dendrites, a nucleus and a axon (if only …

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Understanding the anatomy of GPUs using Pokémon

Please welcome this beautiful new born in GPGPU Nvidia Family Ampere BLOG UPDATE FROM MAY 14, 2020 In the previous episode… In our previous blog post about Deep Learning, we explained that this technology is all about massive parallel matrix computation, and that these computations are simplistic operations: + and x. Fact 1:  GPUs are good …

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Deep Learning: A new hype

Deep Learning explained to my 8-year-old daughter

Machine Learning and especially Deep Learning are hot topics and you are sure to have come across the buzzword “Artificial Intelligence” in the media. Yet these are not new concepts. The first Artificial Neural Network (ANN) was introduced in the 40s. So why all the recent interest around neural networks and Deep Learning?  We will explore this …

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