Using Cloud Dataflow to run parallel predictions with your TensorFlow model - めもめも

Suppose that you've finished training your prediction model with TensorFlow, yeay! Now you have to make predictions with the trained model for tens of thousands of data. How will you do it? I will show you one of possible choices. You can use Cloud Dataflow for general parallel batch processing and it's not hard to apply machine learning models in this framework. What is Cloud Dataflow? Cloud Data

[kimutansk]

やはりBeamを使う以上FlinkやApexが持っている機械学習系の要素は外部移譲する形になるんですよね。ある意味わかりやすい割切ではあります。ただ、こうやればできるという事例はありがたい。