How to use gRPC API to Serve a Deep Learning Model?

A quick and simple guide to understanding what is gRPC and how to serve a deep learning model using gRPC API.

Renu Khandelwal
Towards Data Science
6 min readOct 16, 2020

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In this post, you will learn What is gRPC, how does it work, the benefits of gRPC, the difference between gRPC and REST API, and finally implement gRPC API using Tensorflow Serving to serve a model in Production?

gRPC is a Remote procedure call platform developed by Google.

GRPC is a modern open-source…

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