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          TensorFlow Serving培訓

TensorFlow Serving Overview

What is TensorFlow Serving?
TensorFlow Serving architecture
Serving API and REST client API
Preparing the Development Environment

Installing and configuring Docker
Installing ModelServer with Docker
TensorFlow Server Quick Start

Training and exporting a TensorFlow model
Monitoring storage systems
Loading exported model
Building a TensorFlow ModelServer
Advanced Configuration

Writing a config file
Reloading Model Server configuration
Configuring models
Working with monitoring configuration
Testing the Application

Testing and running the server
Debugging the Application

Handling errors
TensorFlow Serving with Kubernetes

Running in Docker containers
Deploying serving clusters
Securing the Application

Hiding data
Troubleshooting

Summary and Conclusion