Haifeng Jin

AI

TPUs Are Not for Sale, But Why?

Opinion An analysis of Google’s unique approach to AI hardware Haifeng Jin · Follow Published in Towards Data Science · 10 min read · 2 hours ago — Photo by Dollar Gill on Unsplash Nvidia’s stock price has skyrocketed because of its GPU’s dominance in the AI hardware market. However, at the same time, TPUs, well-known AI hardware from Google, are not for sale. You can only rent virtual machines on Google Cloud to use

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AI

Design an Easy-to-Use Deep Learning Framework

The three software design principles I learned as an open-source contributor Haifeng Jin · Follow Published in Towards Data Science · 9 min read · 22 hours ago — Photo by Sheldon on Unsplash Deep learning frameworks are extremely transitory. If you compare the deep learning frameworks people use today with what it was eight years ago, you will find the landscape is completely different. There were Theano, Caffe2, and MXNet, which all went obsolete.

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