Re: [DISCUSS] FLIP-173: Support DAG of algorithms (Flink ML)

2021-08-09 Thread
Vote for option 2. It is similar to what we are doing with Tensorflow. 1. Define the graph in training phase 2. Export model with different input/output spec for online inference Thanks, Mingliang On Aug 10, 2021, at 9:39 AM, Becket Qin mailto:becket@gmail.com>> wrote: estimatorInputs 本?件

Re: [DISCUSS] FLIP-173: Support DAG of algorithms (Flink ML)

2021-08-09 Thread
Hi all, This is mingliang, a machine learning engineer in recommendation area. I see there’s discussion about “heterogeneous topologies in training and inference.” Actually this is a very common case in recommendation system especially in CTR prediction tasks. For training task, usually data is