Transitioning Machine Learning Models to the TF Framework

Home

Discover

Bookmarks

Keep Up With Latest Trending Papers. Computer Science, AI and Machine Learning and more.Subscribe

Bookmarked byMichael

Transitioning Machine Learning Models to the TF Framework

Scaling TensorFlow to 300 million predictions per second

We present the process of transitioning machine learning models to thetensorflow framework at a large scale in an online advertising ecosystem.

Notably, we address the key challenges we faced and describe how we successfully tackled them ; notably, implementing the models in tf and serving them efficiently with low latency using various optimization techniques.

Authors

Jan Hartman, Davorin Kopič

◐ Recommended Follows

◐ Latest Activity