Beike Product & Technology

Sep 28, 2018 · Artificial Intelligence

Tutorial: Freezing a TensorFlow Model and Deploying It with Flask

This tutorial explains how to freeze a trained TensorFlow model, describes the required checkpoint files, provides Python code for converting the graph to a frozen .pb file, and discusses common performance and memory issues when serving the model with a Flask web server.