Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-24T20:52:54Z http://www.open-lab.net/blog/feed/ Arash Vahdat <![CDATA[Discovering GPU-friendly Deep Neural Networks with Unified Neural Architecture Search]]> http://www.open-lab.net/blog/?p=21847 2022-08-21T23:40:45Z 2020-11-05T21:29:02Z After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example, high...]]> After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example, high...

After the first successes of deep learning, designing neural network architectures with desirable performance criteria for a given task (for example, high accuracy or low latency) has been a challenging problem. Some call it alchemy and some intuition, but the task of discovering a novel architecture often involves a tedious and costly trial-and-error process of searching in an exponentially large��

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