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The Last Mile On Democratizing Ai

The Last Mile On Democratizing Ai

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Democratizing AI is important to enable everyone to be able to utilize one of the great industry innovation of the century. However only open sourcing the frameworks is not going to achieve the goal. While the user could have many open source frameworks at their disposal (Tensorflow, PyTorch, MXNet,...), they have to run it on proprietary public clouds where you have virtually zero control. In this talk, we will present how Kubernetes working with OpenStack Cyborg project could help truly democratizing AI by providing an open source infrastructure for deep learning. We will also show how the user could achieve better control and performance by correlating hardware accelerator resource with the deep learning graphs.
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